Relevant long term abiotic variables
\\n\\n
IntechOpen Book Series will also publish a program of research-driven Thematic Edited Volumes that focus on specific areas and allow for a more in-depth overview of a particular subject.
\\n\\nIntechOpen Book Series will be launching regularly to offer our authors and editors exciting opportunities to publish their research Open Access. We will begin by relaunching some of our existing Book Series in this innovative book format, and will expand in 2022 into rapidly growing research fields that are driving and advancing society.
\\n\\nLaunching 2021
\\n\\nArtificial Intelligence, ISSN 2633-1403
\\n\\nVeterinary Medicine and Science, ISSN 2632-0517
\\n\\nBiochemistry, ISSN 2632-0983
\\n\\nBiomedical Engineering, ISSN 2631-5343
\\n\\nInfectious Diseases, ISSN 2631-6188
\\n\\nPhysiology (Coming Soon)
\\n\\nDentistry (Coming Soon)
\\n\\nWe invite you to explore our IntechOpen Book Series, find the right publishing program for you and reach your desired audience in record time.
\\n\\nNote: Edited in October 2021
\\n"}]',published:!0,mainMedia:{caption:"",originalUrl:"/media/original/132"}},components:[{type:"htmlEditorComponent",content:'With the desire to make book publishing more relevant for the digital age and offer innovative Open Access publishing options, we are thrilled to announce the launch of our new publishing format: IntechOpen Book Series.
\n\nDesigned to cover fast-moving research fields in rapidly expanding areas, our Book Series feature a Topic structure allowing us to present the most relevant sub-disciplines. Book Series are headed by Series Editors, and a team of Topic Editors supported by international Editorial Board members. Topics are always open for submissions, with an Annual Volume published each calendar year.
\n\nAfter a robust peer-review process, accepted works are published quickly, thanks to Online First, ensuring research is made available to the scientific community without delay.
\n\nOur innovative Book Series format brings you:
\n\nIntechOpen Book Series will also publish a program of research-driven Thematic Edited Volumes that focus on specific areas and allow for a more in-depth overview of a particular subject.
\n\nIntechOpen Book Series will be launching regularly to offer our authors and editors exciting opportunities to publish their research Open Access. We will begin by relaunching some of our existing Book Series in this innovative book format, and will expand in 2022 into rapidly growing research fields that are driving and advancing society.
\n\nLaunching 2021
\n\nArtificial Intelligence, ISSN 2633-1403
\n\nVeterinary Medicine and Science, ISSN 2632-0517
\n\nBiochemistry, ISSN 2632-0983
\n\nBiomedical Engineering, ISSN 2631-5343
\n\nInfectious Diseases, ISSN 2631-6188
\n\nPhysiology (Coming Soon)
\n\nDentistry (Coming Soon)
\n\nWe invite you to explore our IntechOpen Book Series, find the right publishing program for you and reach your desired audience in record time.
\n\nNote: Edited in October 2021
\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"435",leadTitle:null,fullTitle:"Diagnosis and Treatment of Parkinson's Disease",title:"Diagnosis and Treatment of Parkinson's Disease",subtitle:null,reviewType:"peer-reviewed",abstract:"Parkinson's disease is diagnosed by history and physical examination and there are no laboratory investigations available to aid the diagnosis of Parkinson's disease. Confirmation of diagnosis of Parkinson's disease thus remains a difficulty. This book brings forth an update of most recent developments made in terms of biomarkers and various imaging techniques with potential use for diagnosing Parkinson's disease. A detailed discussion about the differential diagnosis of Parkinson's disease also follows as Parkinson's disease may be difficult to differentiate from other mimicking conditions at times. As Parkinson's disease affects many systems of human body, a multimodality treatment of this condition is necessary to improve the quality of life of patients. This book provides detailed information on the currently available variety of treatments for Parkinson's disease including pharmacotherapy, physical therapy and surgical treatments of Parkinson's disease. Postoperative care of patients of Parkinson's disease has also been discussed in an organized manner in this text. Clinicians dealing with day to day problems caused by Parkinson's disease as well as other healthcare workers can use beneficial treatment outlines provided in this book.",isbn:null,printIsbn:"978-953-307-465-8",pdfIsbn:"978-953-51-6501-9",doi:"10.5772/952",price:119,priceEur:129,priceUsd:155,slug:"diagnosis-and-treatment-of-parkinson-s-disease",numberOfPages:276,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"ead2d09d678e2b48f9c6f072ddf1f4b3",bookSignature:"Abdul Qayyum Rana",publishedDate:"September 22nd 2011",coverURL:"https://cdn.intechopen.com/books/images_new/435.jpg",numberOfDownloads:48553,numberOfWosCitations:10,numberOfCrossrefCitations:7,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:18,numberOfDimensionsCitationsByBook:0,hasAltmetrics:0,numberOfTotalCitations:35,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"October 14th 2010",dateEndSecondStepPublish:"November 11th 2010",dateEndThirdStepPublish:"March 18th 2011",dateEndFourthStepPublish:"April 17th 2011",dateEndFifthStepPublish:"June 16th 2011",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"32584",title:"Dr.",name:"Abdul Qayyum",middleName:null,surname:"Rana, Md, Frcpc, Frcp (hon)",slug:"abdul-qayyum-rana-md-frcpc-frcp-(hon)",fullName:"Abdul Qayyum Rana, Md, Frcpc, Frcp (hon)",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:'Dr. Abdul Qayyum Rana is a Canadian neurologist who specializes in the field of Parkinson’s disease and Movement Disorders. He is a fellow of the Royal College of Physicians and Surgeons of Canada. After completing his neurology residency training, Dr. Rana undertook a clinical fellowship in Parkinson’s disease and Movement Disorders at the University of Ottawa, Canada. He is currently the director of the Parkinson’s Clinic of Eastern Toronto and Movement Disorders Centre located in Toronto, Canada. He is also founder of World Parkinson’s Program. He is the author of “Frequently Asked Questions About Parkinson’s Disease”, which is a series of thirteen brochures about Parkinson’s disease, translated in many languages and used in several countries around the world. Dr. Rana has also written the following books: “Neurological Emergencies in Clinical Practice\\", “An Aid to Neuro-ophthalmology “, “An introduction to Essential Tremor”, “50 Ways Parkinson’s Could Affect You”, \\" Differential Diagnosis of Movement Disorders in Clincal Practice\\" ,\\" Neuroradiology in Clinical Practice\\", \\" 99 Faces of Parkinson\\\'s disese\\" and “What is Parkinson’s disease in Arabic?”. He is the editor-in-chief of the Journal of Parkinsonism and RLS. Dr.Rana was Awarded an honorary FRCP by the Royal College of Physicians of U.K. Dr. Rana was also awarded Wayne-Hening Award for his research on Restless Legs Syndrome and Parkinson\\\'s disease. Dr.Rana has published extensively in the field of Neurolgoy, Parkinson\\\'s disease and Movement Disorders.',institutionString:null,position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"0",totalChapterViews:"0",totalEditedBooks:"4",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"1056",title:"Neurology",slug:"neurology"}],chapters:[{id:"20327",title:"Diagnosis and Differential Diagnosis of Parkinson’s Disease",doi:"10.5772/18987",slug:"diagnosis-and-differential-diagnosis-of-parkinson-s-disease",totalDownloads:8121,totalCrossrefCites:1,totalDimensionsCites:2,hasAltmetrics:0,abstract:null,signatures:"Paul Lingor, Jan Liman, Kai Kallenberg, Carsten-Oliver Sahlmann and Mathias Bähr",downloadPdfUrl:"/chapter/pdf-download/20327",previewPdfUrl:"/chapter/pdf-preview/20327",authors:[{id:"33238",title:"Dr.",name:"Paul",surname:"Lingor",slug:"paul-lingor",fullName:"Paul Lingor"},{id:"81845",title:"Dr.",name:"Jan",surname:"Liman",slug:"jan-liman",fullName:"Jan Liman"},{id:"81846",title:"Prof.",name:"Mathias",surname:"Bähr",slug:"mathias-bahr",fullName:"Mathias Bähr"},{id:"85743",title:"Dr.",name:"Kai",surname:"Kallenberg",slug:"kai-kallenberg",fullName:"Kai Kallenberg"},{id:"85744",title:"Dr.",name:"Carsten-Oliver",surname:"Sahlmann",slug:"carsten-oliver-sahlmann",fullName:"Carsten-Oliver Sahlmann"}],corrections:null},{id:"20328",title:"Impact of Dopamine Transporter Scan in Parkinson ́s Disease",doi:"10.5772/17658",slug:"impact-of-dopamine-transporter-scan-in-parkinson-s-disease",totalDownloads:2221,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:null,signatures:"Jörg Spiegel",downloadPdfUrl:"/chapter/pdf-download/20328",previewPdfUrl:"/chapter/pdf-preview/20328",authors:[{id:"29037",title:"Dr.",name:"Jörg",surname:"Spiegel",slug:"jorg-spiegel",fullName:"Jörg Spiegel"}],corrections:null},{id:"20329",title:"CFS Biomarkers in Parkinson’s Disease",doi:"10.5772/16666",slug:"cfs-biomarkers-in-parkinson-s-disease",totalDownloads:2453,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:null,signatures:"Lucilla Parnetti, Anna Castrioto, Claudia De Carlo, Davide Chiasserini, Nicola Tambasco, Aroldo Rossi, Chiara Balducci, Tommaso Beccari and Paolo Calabresi",downloadPdfUrl:"/chapter/pdf-download/20329",previewPdfUrl:"/chapter/pdf-preview/20329",authors:[{id:"25957",title:"Prof.",name:"Lucilla",surname:"Parnetti",slug:"lucilla-parnetti",fullName:"Lucilla Parnetti"},{id:"52154",title:"Dr.",name:"Davide",surname:"Chiasserini",slug:"davide-chiasserini",fullName:"Davide Chiasserini"},{id:"52514",title:"Prof.",name:"Tommaso",surname:"Beccari",slug:"tommaso-beccari",fullName:"Tommaso Beccari"},{id:"52515",title:"BSc",name:"Chiara",surname:"Balducci",slug:"chiara-balducci",fullName:"Chiara Balducci"},{id:"52516",title:"Dr.",name:"Anna",surname:"Castrioto",slug:"anna-castrioto",fullName:"Anna Castrioto"},{id:"52517",title:"Dr.",name:"Nicola",surname:"Tambasco",slug:"nicola-tambasco",fullName:"Nicola Tambasco"},{id:"52518",title:"Prof.",name:"Aroldo",surname:"Rossi",slug:"aroldo-rossi",fullName:"Aroldo Rossi"},{id:"52519",title:"Prof.",name:"Paolo",surname:"Calabresi",slug:"paolo-calabresi",fullName:"Paolo Calabresi"},{id:"82792",title:"Dr.",name:"Claudia",surname:"De Carlo",slug:"claudia-de-carlo",fullName:"Claudia De Carlo"}],corrections:null},{id:"20330",title:"Neuropsychological Functions and SPECT Neuroimaging in Parkinson’s Disease",doi:"10.5772/17948",slug:"neuropsychological-functions-and-spect-neuroimaging-in-parkinson-s-disease",totalDownloads:2320,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:null,signatures:"Lambros Messinis, Athanasios Papathanasiou, Epameinondas Lyros, George Gatzounis and Panagiotis Papathanasopoulos",downloadPdfUrl:"/chapter/pdf-download/20330",previewPdfUrl:"/chapter/pdf-preview/20330",authors:[{id:"29923",title:"Dr.",name:"Lambros",surname:"Messinis",slug:"lambros-messinis",fullName:"Lambros Messinis"},{id:"39190",title:"Dr.",name:"Athanasios",surname:"Papathanasiou",slug:"athanasios-papathanasiou",fullName:"Athanasios Papathanasiou"},{id:"39191",title:"Dr.",name:"Epameinondas",surname:"Lyros",slug:"epameinondas-lyros",fullName:"Epameinondas Lyros"},{id:"39192",title:"Prof.",name:"Panagiotis",surname:"Papathanasopoulos",slug:"panagiotis-papathanasopoulos",fullName:"Panagiotis Papathanasopoulos"},{id:"80510",title:"Prof.",name:"George",surname:"Gatzounis",slug:"george-gatzounis",fullName:"George Gatzounis"}],corrections:null},{id:"20331",title:"Imaging Dyskinesias in Parkinson’s Disease",doi:"10.5772/16966",slug:"imaging-dyskinesias-in-parkinson-s-disease",totalDownloads:1500,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Marios Politis and Clare Loane",downloadPdfUrl:"/chapter/pdf-download/20331",previewPdfUrl:"/chapter/pdf-preview/20331",authors:[{id:"26817",title:"Dr.",name:"Marios",surname:"Politis",slug:"marios-politis",fullName:"Marios Politis"},{id:"40494",title:"MSc",name:"Clare",surname:"Loane",slug:"clare-loane",fullName:"Clare Loane"}],corrections:null},{id:"20332",title:"Combinations of Markers Provide Clues to the Underlying Neurodegenerative Disorder in REM Sleep Behavior Disorder",doi:"10.5772/18923",slug:"combinations-of-markers-provide-clues-to-the-underlying-neurodegenerative-disorder-in-rem-sleep-beha",totalDownloads:1688,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Tomoyuki Miyamoto and Masayuki Miyamoto",downloadPdfUrl:"/chapter/pdf-download/20332",previewPdfUrl:"/chapter/pdf-preview/20332",authors:[{id:"32999",title:"Prof.",name:"Tomoyuki",surname:"Miyamoto",slug:"tomoyuki-miyamoto",fullName:"Tomoyuki Miyamoto"},{id:"41714",title:"Dr.",name:"Masayuki",surname:"Miyamoto",slug:"masayuki-miyamoto",fullName:"Masayuki Miyamoto"}],corrections:null},{id:"20333",title:"Advances in Drug Therapy: Alternative Treatments for the Control of Motor Fluctuations and Dyskinesias",doi:"10.5772/19556",slug:"advances-in-drug-therapy-alternative-treatments-for-the-control-of-motor-fluctuations-and-dyskinesia",totalDownloads:2387,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"José Matías Arbelo González and Rocío Malo de Molina Zamora",downloadPdfUrl:"/chapter/pdf-download/20333",previewPdfUrl:"/chapter/pdf-preview/20333",authors:[{id:"35346",title:"Dr.",name:"José-Matías",surname:"Arbelo",slug:"jose-matias-arbelo",fullName:"José-Matías Arbelo"},{id:"136479",title:"Dr.",name:"Rocío",surname:"Malo De Molina Zamora",slug:"rocio-malo-de-molina-zamora",fullName:"Rocío Malo De Molina Zamora"}],corrections:null},{id:"20334",title:"The Role of Feedback in Decision Making",doi:"10.5772/16669",slug:"the-role-of-feedback-in-decision-making",totalDownloads:2227,totalCrossrefCites:0,totalDimensionsCites:1,hasAltmetrics:0,abstract:null,signatures:"Magda Osman",downloadPdfUrl:"/chapter/pdf-download/20334",previewPdfUrl:"/chapter/pdf-preview/20334",authors:[{id:"25975",title:"Dr.",name:"Magda",surname:"OSman",slug:"magda-osman",fullName:"Magda OSman"}],corrections:null},{id:"20335",title:"Balance and Gait Rehabilitation in Patients with Parkinson’s Disease",doi:"10.5772/22561",slug:"balance-and-gait-rehabilitation-in-patients-with-parkinson-s-disease",totalDownloads:12308,totalCrossrefCites:3,totalDimensionsCites:7,hasAltmetrics:0,abstract:null,signatures:"Nicola Smania, Alessandro Picelli, Christian Geroin, Patrizia Ianes, Elisabetta La Marchina, Andrea Zenorini and Marialuisa Gandolfi",downloadPdfUrl:"/chapter/pdf-download/20335",previewPdfUrl:"/chapter/pdf-preview/20335",authors:[{id:"48223",title:"Prof.",name:"Nicola",surname:"Smania",slug:"nicola-smania",fullName:"Nicola Smania"},{id:"48224",title:"Dr.",name:"Alessandro",surname:"Picelli",slug:"alessandro-picelli",fullName:"Alessandro Picelli"},{id:"48225",title:"Dr.",name:"Marialuisa",surname:"Gandolfi",slug:"marialuisa-gandolfi",fullName:"Marialuisa Gandolfi"},{id:"96546",title:"BSc.",name:"Christian",surname:"Geroin",slug:"christian-geroin",fullName:"Christian Geroin"},{id:"96547",title:"BSc.",name:"Patrizia",surname:"Ianes",slug:"patrizia-ianes",fullName:"Patrizia Ianes"},{id:"126701",title:"Dr.",name:"Elisabetta",surname:"La Marchina",slug:"elisabetta-la-marchina",fullName:"Elisabetta La Marchina"},{id:"126702",title:"Dr.",name:"Andrea",surname:"Zenorini",slug:"andrea-zenorini",fullName:"Andrea Zenorini"}],corrections:null},{id:"20336",title:"How to Stay Active with Parkinson’s Disease",doi:"10.5772/17236",slug:"how-to-stay-active-with-parkinson-s-disease",totalDownloads:3132,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Abu Qutubuddin",downloadPdfUrl:"/chapter/pdf-download/20336",previewPdfUrl:"/chapter/pdf-preview/20336",authors:[{id:"27713",title:"Prof.",name:"Abu",surname:"Qutubuddin",slug:"abu-qutubuddin",fullName:"Abu Qutubuddin"}],corrections:null},{id:"20337",title:"Invasive and Non-Invasive Stimulation in Parkinson’s Disease",doi:"10.5772/21202",slug:"invasive-and-non-invasive-stimulation-in-parkinson-s-disease",totalDownloads:2219,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Caspar Stephani",downloadPdfUrl:"/chapter/pdf-download/20337",previewPdfUrl:"/chapter/pdf-preview/20337",authors:[{id:"42080",title:"Dr.",name:"Caspar",surname:"Stephani",slug:"caspar-stephani",fullName:"Caspar Stephani"}],corrections:null},{id:"20338",title:"Mechanisms of High Frequency Stimulation of the Subthalamic Nucleus in Parkinson's Disease: From Local to Distal Effects on the Basal Ganglia Network",doi:"10.5772/16870",slug:"mechanisms-of-high-frequency-stimulation-of-the-subthalamic-nucleus-in-parkinson-s-disease-from-loca",totalDownloads:1514,totalCrossrefCites:2,totalDimensionsCites:5,hasAltmetrics:0,abstract:null,signatures:"Marc Savasta, Carole Carcenac and Sabrina Boulet",downloadPdfUrl:"/chapter/pdf-download/20338",previewPdfUrl:"/chapter/pdf-preview/20338",authors:[{id:"26561",title:"Dr.",name:"Marc",surname:"Savasta",slug:"marc-savasta",fullName:"Marc Savasta"},{id:"39295",title:"Dr.",name:"Carole",surname:"Carcenac",slug:"carole-carcenac",fullName:"Carole Carcenac"},{id:"39296",title:"Dr.",name:"Sabrina",surname:"Boulet",slug:"sabrina-boulet",fullName:"Sabrina Boulet"}],corrections:null},{id:"20339",title:"Thalamic Deep Brain Stimulation for Parkinson’s Disease",doi:"10.5772/18320",slug:"thalamic-deep-brain-stimulation-for-parkinson-s-disease",totalDownloads:3163,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Ryoma Morigaki, Shinji Nagahiro, Ryuji Kaji and Satoshi Goto",downloadPdfUrl:"/chapter/pdf-download/20339",previewPdfUrl:"/chapter/pdf-preview/20339",authors:[{id:"31103",title:"Prof.",name:"Satoshi",surname:"Goto",slug:"satoshi-goto",fullName:"Satoshi Goto"}],corrections:null},{id:"20340",title:"Post-Operative Management of Parkinson Patients with Deep Brain Stimulation",doi:"10.5772/17317",slug:"post-operative-management-of-parkinson-patients-with-deep-brain-stimulation",totalDownloads:3302,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Niels Allert and Volker Arnd Coenen",downloadPdfUrl:"/chapter/pdf-download/20340",previewPdfUrl:"/chapter/pdf-preview/20340",authors:[{id:"27963",title:"Dr.",name:"Niels",surname:"Allert",slug:"niels-allert",fullName:"Niels Allert"},{id:"40727",title:"Prof.",name:"Volker Arnd",surname:"Coenen",slug:"volker-arnd-coenen",fullName:"Volker Arnd Coenen"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"3813",title:"A Synopsis of Parkinson's Disease",subtitle:null,isOpenForSubmission:!1,hash:"b5fc375cb827d3a63f62daf11b480641",slug:"a-synopsis-of-parkinson-s-disease",bookSignature:"Abdul Qayyum Rana",coverURL:"https://cdn.intechopen.com/books/images_new/3813.jpg",editedByType:"Edited by",editors:[{id:"32584",title:"Dr.",name:"Abdul Qayyum",surname:"Rana, Md, Frcpc, Frcp (hon)",slug:"abdul-qayyum-rana-md-frcpc-frcp-(hon)",fullName:"Abdul Qayyum Rana, Md, Frcpc, Frcp (hon)"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"436",title:"Symptoms of Parkinson's Disease",subtitle:null,isOpenForSubmission:!1,hash:"805ae63ffdfeba4251d3f3e9433338cf",slug:"symptoms-of-parkinson-s-disease",bookSignature:"Abdul Qayyum Rana",coverURL:"https://cdn.intechopen.com/books/images_new/436.jpg",editedByType:"Edited by",editors:[{id:"32584",title:"Dr.",name:"Abdul Qayyum",surname:"Rana, Md, Frcpc, Frcp (hon)",slug:"abdul-qayyum-rana-md-frcpc-frcp-(hon)",fullName:"Abdul Qayyum Rana, Md, Frcpc, Frcp (hon)"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"438",title:"Etiology and Pathophysiology of Parkinson's Disease",subtitle:null,isOpenForSubmission:!1,hash:"baad4bf7bcb36df5620d9fea1b92bf07",slug:"etiology-and-pathophysiology-of-parkinson-s-disease",bookSignature:"Abdul Qayyum Rana",coverURL:"https://cdn.intechopen.com/books/images_new/438.jpg",editedByType:"Edited by",editors:[{id:"32584",title:"Dr.",name:"Abdul Qayyum",surname:"Rana, Md, Frcpc, Frcp (hon)",slug:"abdul-qayyum-rana-md-frcpc-frcp-(hon)",fullName:"Abdul Qayyum Rana, Md, Frcpc, Frcp (hon)"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1191",title:"Neuromuscular Disorders",subtitle:null,isOpenForSubmission:!1,hash:"6f634511340dcd5fe321e13e83a62531",slug:"neuromuscular-disorders",bookSignature:"Ashraf Zaher",coverURL:"https://cdn.intechopen.com/books/images_new/1191.jpg",editedByType:"Edited by",editors:[{id:"66392",title:"Prof.",name:"Ashraf",surname:"Zaher",slug:"ashraf-zaher",fullName:"Ashraf Zaher"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"745",title:"Neurodegenerative Diseases",subtitle:"Processes, Prevention, Protection and Monitoring",isOpenForSubmission:!1,hash:"3d5795dad33257368f0b7848c22d5dd4",slug:"neurodegenerative-diseases-processes-prevention-protection-and-monitoring",bookSignature:"Raymond Chuen-Chung Chang",coverURL:"https://cdn.intechopen.com/books/images_new/745.jpg",editedByType:"Edited by",editors:[{id:"33396",title:"Dr.",name:"Raymond Chuen-Chung",surname:"Chang",slug:"raymond-chuen-chung-chang",fullName:"Raymond Chuen-Chung Chang"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3278",title:"Neurodegenerative Diseases",subtitle:null,isOpenForSubmission:!1,hash:"aa717c2801cf98db641d48414cef8ced",slug:"neurodegenerative-diseases",bookSignature:"Uday Kishore",coverURL:"https://cdn.intechopen.com/books/images_new/3278.jpg",editedByType:"Edited by",editors:[{id:"155691",title:"Dr.",name:"Uday",surname:"Kishore",slug:"uday-kishore",fullName:"Uday Kishore"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"434",title:"Alzheimer's Disease Pathogenesis",subtitle:"Core Concepts, Shifting Paradigms and Therapeutic Targets",isOpenForSubmission:!1,hash:"49f4c7dbf69e8a9eaf780e37f4aae1ab",slug:"alzheimer-s-disease-pathogenesis-core-concepts-shifting-paradigms-and-therapeutic-targets",bookSignature:"Suzanne De La Monte",coverURL:"https://cdn.intechopen.com/books/images_new/434.jpg",editedByType:"Edited by",editors:[{id:"29111",title:"Dr.",name:"Suzanne",surname:"De La Monte",slug:"suzanne-de-la-monte",fullName:"Suzanne De La Monte"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3296",title:"Understanding Alzheimer's Disease",subtitle:null,isOpenForSubmission:!1,hash:"b040d696d429a2a6dc90cd236f160778",slug:"understanding-alzheimer-s-disease",bookSignature:"Inga Zerr",coverURL:"https://cdn.intechopen.com/books/images_new/3296.jpg",editedByType:"Edited by",editors:[{id:"26013",title:"Prof.",name:"Inga",surname:"Zerr",slug:"inga-zerr",fullName:"Inga Zerr"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3437",title:"Mood Disorders",subtitle:null,isOpenForSubmission:!1,hash:"62c54b70da87ce48e712c07601105311",slug:"mood-disorders",bookSignature:"Nese Kocabasoglu",coverURL:"https://cdn.intechopen.com/books/images_new/3437.jpg",editedByType:"Edited by",editors:[{id:"91417",title:"Prof.",name:"Nese",surname:"Kocabasoglu",slug:"nese-kocabasoglu",fullName:"Nese Kocabasoglu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1062",title:"Dystonia",subtitle:"The Many Facets",isOpenForSubmission:!1,hash:"81069e5ab5b7c4bb52cf7bd16d0c4cb2",slug:"dystonia-the-many-facets",bookSignature:"Raymond L. Rosales",coverURL:"https://cdn.intechopen.com/books/images_new/1062.jpg",editedByType:"Edited by",editors:[{id:"70147",title:"Prof.",name:"Raymond",surname:"Rosales",slug:"raymond-rosales",fullName:"Raymond Rosales"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],ofsBooks:[]},correction:{item:{id:"79755",slug:"corrigendum-enhancing-abiotic-stress-tolerance-to-develop-climate-smart-rice-using-holistic-breeding",title:"Corrigendum: Enhancing Abiotic Stress Tolerance to Develop Climate-Smart Rice Using Holistic Breeding Approach",doi:null,correctionPDFUrl:"https://cdn.intechopen.com/pdfs/79755.pdf",downloadPdfUrl:"/chapter/pdf-download/79755",previewPdfUrl:"/chapter/pdf-preview/79755",totalDownloads:null,totalCrossrefCites:null,bibtexUrl:"/chapter/bibtex/79755",risUrl:"/chapter/ris/79755",chapter:{id:"76501",slug:"enhancing-abiotic-stress-tolerance-to-develop-climate-smart-rice-using-holistic-breeding-approach",signatures:"M. Akhlasur Rahman, Hasina Khatun, M. Ruhul Amin Sarker, Hosneara Hossain, M. Ruhul Quddus, Khandakar M. Iftekharuddaula and M. Shahjahan Kabir",dateSubmitted:"March 6th 2021",dateReviewed:"March 17th 2021",datePrePublished:"June 10th 2021",datePublished:"December 22nd 2021",book:{id:"11571",title:"Cereal Grains",subtitle:"Volume 2",fullTitle:"Cereal Grains - Volume 2",slug:"cereal-grains-volume-2",publishedDate:"December 22nd 2021",bookSignature:"Aakash Kumar Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/11571.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"97604",title:"Dr.",name:"Aakash K.",middleName:null,surname:"Goyal",slug:"aakash-k.-goyal",fullName:"Aakash K. Goyal"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"338812",title:"Dr.",name:"M. Akhlasur",middleName:null,surname:"Rahman",fullName:"M. Akhlasur Rahman",slug:"m.-akhlasur-rahman",email:"akhlas08@gmail.com",position:null,institution:null},{id:"340364",title:"Dr.",name:"Hasina",middleName:null,surname:"Khatun",fullName:"Hasina Khatun",slug:"hasina-khatun",email:"hasinabrri09@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340367",title:"Dr.",name:"Hosneara",middleName:null,surname:"Hossain",fullName:"Hosneara Hossain",slug:"hosneara-hossain",email:"shimulbrri@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340368",title:"Dr.",name:"M. Ruhul Amin",middleName:null,surname:"Sarker",fullName:"M. Ruhul Amin Sarker",slug:"m.-ruhul-amin-sarker",email:"mrasbrri@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340369",title:"Dr.",name:"Khandakar M.",middleName:null,surname:"Iftekharuddaula",fullName:"Khandakar M. Iftekharuddaula",slug:"khandakar-m.-iftekharuddaula",email:"kiftekhar03@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352116",title:"Mr.",name:"M. Ruhul",middleName:null,surname:"Quddus",fullName:"M. Ruhul Quddus",slug:"m.-ruhul-quddus",email:"rquddus265@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352118",title:"Dr.",name:"M. Shahjahan",middleName:null,surname:"Kabir",fullName:"M. Shahjahan Kabir",slug:"m.-shahjahan-kabir",email:"kabir.stat@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}}]}},chapter:{id:"76501",slug:"enhancing-abiotic-stress-tolerance-to-develop-climate-smart-rice-using-holistic-breeding-approach",signatures:"M. Akhlasur Rahman, Hasina Khatun, M. Ruhul Amin Sarker, Hosneara Hossain, M. Ruhul Quddus, Khandakar M. Iftekharuddaula and M. Shahjahan Kabir",dateSubmitted:"March 6th 2021",dateReviewed:"March 17th 2021",datePrePublished:"June 10th 2021",datePublished:"December 22nd 2021",book:{id:"11571",title:"Cereal Grains",subtitle:"Volume 2",fullTitle:"Cereal Grains - Volume 2",slug:"cereal-grains-volume-2",publishedDate:"December 22nd 2021",bookSignature:"Aakash Kumar Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/11571.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"97604",title:"Dr.",name:"Aakash K.",middleName:null,surname:"Goyal",slug:"aakash-k.-goyal",fullName:"Aakash K. Goyal"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}},authors:[{id:"338812",title:"Dr.",name:"M. Akhlasur",middleName:null,surname:"Rahman",fullName:"M. Akhlasur Rahman",slug:"m.-akhlasur-rahman",email:"akhlas08@gmail.com",position:null,institution:null},{id:"340364",title:"Dr.",name:"Hasina",middleName:null,surname:"Khatun",fullName:"Hasina Khatun",slug:"hasina-khatun",email:"hasinabrri09@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340367",title:"Dr.",name:"Hosneara",middleName:null,surname:"Hossain",fullName:"Hosneara Hossain",slug:"hosneara-hossain",email:"shimulbrri@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340368",title:"Dr.",name:"M. Ruhul Amin",middleName:null,surname:"Sarker",fullName:"M. Ruhul Amin Sarker",slug:"m.-ruhul-amin-sarker",email:"mrasbrri@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"340369",title:"Dr.",name:"Khandakar M.",middleName:null,surname:"Iftekharuddaula",fullName:"Khandakar M. Iftekharuddaula",slug:"khandakar-m.-iftekharuddaula",email:"kiftekhar03@yahoo.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352116",title:"Mr.",name:"M. Ruhul",middleName:null,surname:"Quddus",fullName:"M. Ruhul Quddus",slug:"m.-ruhul-quddus",email:"rquddus265@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}},{id:"352118",title:"Dr.",name:"M. Shahjahan",middleName:null,surname:"Kabir",fullName:"M. Shahjahan Kabir",slug:"m.-shahjahan-kabir",email:"kabir.stat@gmail.com",position:null,institution:{name:"Bangladesh Rice Research Institute",institutionURL:null,country:{name:"Bangladesh"}}}]},book:{id:"11571",title:"Cereal Grains",subtitle:"Volume 2",fullTitle:"Cereal Grains - Volume 2",slug:"cereal-grains-volume-2",publishedDate:"December 22nd 2021",bookSignature:"Aakash Kumar Goyal",coverURL:"https://cdn.intechopen.com/books/images_new/11571.jpg",licenceType:"CC BY 3.0",editedByType:"Edited by",editors:[{id:"97604",title:"Dr.",name:"Aakash K.",middleName:null,surname:"Goyal",slug:"aakash-k.-goyal",fullName:"Aakash K. Goyal"}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"}}},ofsBook:{item:{type:"book",id:"12030",leadTitle:null,title:"Remote Sensing",subtitle:null,reviewType:"peer-reviewed",abstract:"This book will be a self-contained collection of scholarly papers targeting an audience of practicing researchers, academics, PhD students and other scientists. The contents of the book will be written by multiple authors and edited by experts in the field.",isbn:null,printIsbn:null,pdfIsbn:null,doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,isNomenclature:!1,hash:"4c72e8ef86d70bb4f35a3b70ff698427",bookSignature:"",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/12030.jpg",keywords:null,numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"February 28th 2022",dateEndSecondStepPublish:"March 21st 2022",dateEndThirdStepPublish:"May 20th 2022",dateEndFourthStepPublish:"August 8th 2022",dateEndFifthStepPublish:"October 7th 2022",dateConfirmationOfParticipation:null,remainingDaysToSecondStep:"3 months",secondStepPassed:!0,areRegistrationsClosed:!0,currentStepOfPublishingProcess:1,editedByType:null,kuFlag:!1,biosketch:null,coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"11",title:"Engineering",slug:"engineering"}],chapters:null,productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},personalPublishingAssistant:null},relatedBooks:[{type:"book",id:"10198",title:"Response Surface Methodology in Engineering Science",subtitle:null,isOpenForSubmission:!1,hash:"1942bec30d40572f519327ca7a6d7aae",slug:"response-surface-methodology-in-engineering-science",bookSignature:"Palanikumar Kayaroganam",coverURL:"https://cdn.intechopen.com/books/images_new/10198.jpg",editedByType:"Edited by",editors:[{id:"321730",title:"Prof.",name:"Palanikumar",surname:"Kayaroganam",slug:"palanikumar-kayaroganam",fullName:"Palanikumar Kayaroganam"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"1591",title:"Infrared Spectroscopy",subtitle:"Materials Science, Engineering and Technology",isOpenForSubmission:!1,hash:"99b4b7b71a8caeb693ed762b40b017f4",slug:"infrared-spectroscopy-materials-science-engineering-and-technology",bookSignature:"Theophile Theophanides",coverURL:"https://cdn.intechopen.com/books/images_new/1591.jpg",editedByType:"Edited by",editors:[{id:"37194",title:"Dr.",name:"Theophile",surname:"Theophanides",slug:"theophile-theophanides",fullName:"Theophile Theophanides"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3161",title:"Frontiers in Guided Wave Optics and Optoelectronics",subtitle:null,isOpenForSubmission:!1,hash:"deb44e9c99f82bbce1083abea743146c",slug:"frontiers-in-guided-wave-optics-and-optoelectronics",bookSignature:"Bishnu Pal",coverURL:"https://cdn.intechopen.com/books/images_new/3161.jpg",editedByType:"Edited by",editors:[{id:"4782",title:"Prof.",name:"Bishnu",surname:"Pal",slug:"bishnu-pal",fullName:"Bishnu Pal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"371",title:"Abiotic Stress in Plants",subtitle:"Mechanisms and Adaptations",isOpenForSubmission:!1,hash:"588466f487e307619849d72389178a74",slug:"abiotic-stress-in-plants-mechanisms-and-adaptations",bookSignature:"Arun Shanker and B. Venkateswarlu",coverURL:"https://cdn.intechopen.com/books/images_new/371.jpg",editedByType:"Edited by",editors:[{id:"58592",title:"Dr.",name:"Arun",surname:"Shanker",slug:"arun-shanker",fullName:"Arun Shanker"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3092",title:"Anopheles mosquitoes",subtitle:"New insights into malaria vectors",isOpenForSubmission:!1,hash:"c9e622485316d5e296288bf24d2b0d64",slug:"anopheles-mosquitoes-new-insights-into-malaria-vectors",bookSignature:"Sylvie Manguin",coverURL:"https://cdn.intechopen.com/books/images_new/3092.jpg",editedByType:"Edited by",editors:[{id:"50017",title:"Prof.",name:"Sylvie",surname:"Manguin",slug:"sylvie-manguin",fullName:"Sylvie Manguin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"72",title:"Ionic Liquids",subtitle:"Theory, Properties, New Approaches",isOpenForSubmission:!1,hash:"d94ffa3cfa10505e3b1d676d46fcd3f5",slug:"ionic-liquids-theory-properties-new-approaches",bookSignature:"Alexander Kokorin",coverURL:"https://cdn.intechopen.com/books/images_new/72.jpg",editedByType:"Edited by",editors:[{id:"19816",title:"Prof.",name:"Alexander",surname:"Kokorin",slug:"alexander-kokorin",fullName:"Alexander Kokorin"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"2270",title:"Fourier Transform",subtitle:"Materials Analysis",isOpenForSubmission:!1,hash:"5e094b066da527193e878e160b4772af",slug:"fourier-transform-materials-analysis",bookSignature:"Salih Mohammed Salih",coverURL:"https://cdn.intechopen.com/books/images_new/2270.jpg",editedByType:"Edited by",editors:[{id:"111691",title:"Dr.Ing.",name:"Salih",surname:"Salih",slug:"salih-salih",fullName:"Salih Salih"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"117",title:"Artificial Neural Networks",subtitle:"Methodological Advances and Biomedical Applications",isOpenForSubmission:!1,hash:null,slug:"artificial-neural-networks-methodological-advances-and-biomedical-applications",bookSignature:"Kenji Suzuki",coverURL:"https://cdn.intechopen.com/books/images_new/117.jpg",editedByType:"Edited by",editors:[{id:"3095",title:"Prof.",name:"Kenji",surname:"Suzuki",slug:"kenji-suzuki",fullName:"Kenji Suzuki"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"3828",title:"Application of Nanotechnology in Drug Delivery",subtitle:null,isOpenForSubmission:!1,hash:"51a27e7adbfafcfedb6e9683f209cba4",slug:"application-of-nanotechnology-in-drug-delivery",bookSignature:"Ali Demir Sezer",coverURL:"https://cdn.intechopen.com/books/images_new/3828.jpg",editedByType:"Edited by",editors:[{id:"62389",title:"PhD.",name:"Ali Demir",surname:"Sezer",slug:"ali-demir-sezer",fullName:"Ali Demir Sezer"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"872",title:"Organic Pollutants Ten Years After the Stockholm Convention",subtitle:"Environmental and Analytical Update",isOpenForSubmission:!1,hash:"f01dc7077e1d23f3d8f5454985cafa0a",slug:"organic-pollutants-ten-years-after-the-stockholm-convention-environmental-and-analytical-update",bookSignature:"Tomasz Puzyn and Aleksandra Mostrag-Szlichtyng",coverURL:"https://cdn.intechopen.com/books/images_new/872.jpg",editedByType:"Edited by",editors:[{id:"84887",title:"Dr.",name:"Tomasz",surname:"Puzyn",slug:"tomasz-puzyn",fullName:"Tomasz Puzyn"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"43954",title:"From Anopheles to Spatial Surveillance: A Roadmap Through a Multidisciplinary Challenge",doi:"10.5772/55622",slug:"from-anopheles-to-spatial-surveillance-a-roadmap-through-a-multidisciplinary-challenge",body:'Part of spatial variation is explained by differences in pathogen species or by successful control in some areas. Nevertheless,
In this chapter we review the challenges posed by spatial surveillance of
When working on vector-borne-diseases, decision makers and researchers often face a lack of specific quality data required for optimal targeting the intervention and surveillance. However, the results/decisions are critical as they impact on the lives of many people. Numerous studies use suboptimal vector dataset, and proxies for environmental drivers to map vector distribution or provide basis for vector surveillance. However, the uncertainties linked to the original dataset are not always well documented, in particular regarding proxies for environmental drivers derived from satellite imagery. Analysis methods also do not always take into account the specificity of species ecological distribution and inaccuracies linked to the vector dataset.
Spatial surveillance of vector-borne diseases should integrate specialised knowledge in entomology, ecology, parasitology, epidemiology, human health, ecological modelling and social sciences. The authors of this chapter are specialized in those different fields and teamed up to offer an overview of the challenges posed by spatial surveillance. As vector-borne-diseases are linked to the environment, a spatial analysis using geographical information or remote sensing related technologies seems then appropriate.
Reliable outputs to go from
General scheme of the roadmap for
Many useful attributes can be collected on
Species distribution modelling techniques [13,14] provide assistance to achieve mapping based on monitoring data [15] such as detailed further in the road map. When coupling
Sampling locations may be sites, squares, transects or any spatial unit from which the measurements are made in the field to document attributes (e.g. presence, population density, infected/infective mosquitoes, reproductive status, insecticide resistance) that describe the
For monitoring purpose, a power analysis may be performed to evaluate the number of sampling locations required to detect a given level of change over time in the attributes of the species with a predetermined level of statistical certainty. First, decisions are to be made by the users on (1) the minimum level of change that is to be detected in the analysis (for instance, 10% of change between time t and t+1) and (2) the acceptable chances of making type-1 (i.e. concluding that change is taking place when it is not) and type-2 (i.e. concluding that no change is taking place when it is) errors in hypothesis testing procedures [15]. Such decisions are often based on the precautionary principle and the relative importance of type-1 and type-2 errors also depends on the objective. Then, the analysis integrates information on the precision of the estimates to calculate the optimal sample size needed to detect the desired level of change. A pilot survey is, however, required to obtain an initial approximation of the precision of the estimates linked to the variation in the field measurements. For modelling applications, modelling performance increases with sample size and impact of sample size on modelling performance may strongly depend on the modelling technique used [20]. A series of studies have also recently shown that the performance may be sensitive to particularly small sample sizes and may reach an asymptote level beyond a sufficiently large sample size [18,19]. In order to examine how large the sample size should be to obtain sufficiently well-performing models, different alternative options are available: (1) using readily available datasets in the study area [12] or (2) creating virtual species in real landscapes [19,21]. With such data, it becomes possible to manipulate the number of sampling locations to represent a range of sample size and to examine the impact of restricted sample size on modelling performance.
An appropriate sampling design also involves positioning the sampling locations so that the full range of environmental conditions across the study area may be covered to ensure the representativeness of the sample. Several approaches are available to position the sampling locations (only some are presented below) [21] with different advantages and disadvantages (details in [11]): Those include:
Presence-only techniques can deal with the issue of false absences in species distribution modelling studies [14,22], and failure to consider the detectability of a species (i.e. the probability of detecting it when present at a site) when designing a monitoring programme might lead to misleading conclusions [23,24]. In order to account for detection probabilities and to provide an unbiased estimate of
Once environmental factors of interest are identified, their importance according to the type of climate (e.g. semi-arid or humid), type of species, and altitude must be further discussed. Any place where surface water is available for breeding and emergence might lead to
Remote sensing products provide environmental characteristics on large surfaces even in areas of limited accessibility and can provide recent information on an area compared to commonly available maps. The quality of the information provided is however dependent of the original remote sensing data quality and suitabilility. The processing required to mosaic images in order to cover a large area, to make various types of image correction, cloud screening operations and image interpretation are not straightforward for non-specialists. Derived products, such as land cover maps or composited time series of simple vegetation indices, are therefore often more adapted to the need of the users. However, the process behind the final product must be understood to a certain extent by the users, in order for them to be aware of the assumptions and simplifications done in the processing. Furthermore, different methods are typically available to reach a given goal, and the choice of the method can strongly influence on the quality of the results.
Abiotic slow changing factors might be used to delineate a species distribution area or maximum potential extend for a species. Those factors include topography, soil types, long term climate and ecoregions (Table 1). Available source are not many but cover the world. Consistent topography is available from the USGS GTOPO 30 suite [26] including derived variables such as digital elevation model, flow accumulation, slope or aspect or from the NASA Shuttle Radar Topographic Mission (SRTM) dataset reprocessed by the CGIAR [27]. The digital soils map of the world compiled by the FAO [28] is still a reference. Long term climatic datasets of monthly temperature and rainfall are available from Worldclim [29] which provided also bioclimatic variables. A second dataset CRU CL2.0 [30] provided also monthly temperature and rainfall but also number of monthly rainy days, rainfall monthly variation and relative humidity. The datasets are based on meteorological stations data from 1950 to 1990 or 2000. The quality of the data is high in some areas and less in others due to availability of meteorological station which can be quite low, particularly in Africa. The ecoregions [31] are a useful dataset to delineate sample stratification at regional level. Those dataset are mostly not derived from remote sensing (RS) images but grids developed from point data.
Topography | \n\t\t\tUSGS (not RS) (http://www1.gsi.go.jp/geowww/ globalmap-gsi/gtopo30/gtopo30.html) | \n\t\t\t1km | \n\t\t\t1996 | \n\t\t
Topography | \n\t\t\tSRTM (http://srtm.csi.cgiar.org) | \n\t\t\t100 m | \n\t\t\tFebruary 2000 | \n\t\t
Soils | \n\t\t\tFAO (not RS) (http://www.fao.org/nr/land/soils/ digital-soil-map-of-the-world/en/ | \n\t\t\t17km | \n\t\t\t1990 | \n\t\t
Climate | \n\t\t\tWorldclim (not RS) (http://www.worldclim.org/) | \n\t\t\t1km | \n\t\t\tPublished 2005, (1960 to 2000) | \n\t\t
Climate | \n\t\t\tCRU. 10 (http://www.cru.uea.ac.uk/cru/data/ hrg/) | \n\t\t\t15km | \n\t\t\tPublished 2005, (1961 to 1990) | \n\t\t
Ecoregions | \n\t\t\tOLSON | \n\t\t\t\n\t\t\t | 1998 | \n\t\t
Relevant long term abiotic variables
Air temperature
In some regions, the spatial distribution of weather stations is limited and the dissemination of rainfall data is variable, therefore limiting their use for real-time applications. If satellite-based data can partly compensate and help to monitor rainfall, unfortunately, no satellite yet exists which can reliably identify rainfall and accurately estimate the rainfall rate in all circumstances. Some sensors can make indirect estimates of rainfall by measuring parameters such as the thickness of clouds or the temperature of the cloud tops. Advantages and drawbacks of existing methods are summarized in [37]. Various satellite rainfall products exist at continental or global scales. The most relevant are:
The Tropical Rainfall Measuring Mission
Products from the CPC MORPHing technique
African Rainfall Estimation
The TAMSAT African Rainfall Climatology And Time-series data version 2
The Multi-sensor Precipitation Estimate
Monitoring the status of green biomass from space is made possible thanks to the particular spectral properties of green vegetation. In order to drive the exothermic reaction of photosynthesis, plant pigments absorb electromagnetic radiation over different parts of the visible spectrum (400-700 nm). This is known as photosynthetically active radiation (PAR). Additionally, much of the near-infrared light (740-1100 nm) is scattered by green plant tissues to avoid overheating, and this scatter results in strong spectral reflectance at these wavelengths. These unusual spectral properties, which are directly linked to photosynthesis, stomatal resistance and evapotranspiration, facilitate the retrieval of information on plant canopies from the electromagnetic signal measured by satellite remote sensing instruments [46]. Satellites dedicated to vegetation monitoring have been equipped with sensors capable of measuring reflected electromagnetic radiations in various wavebands, with a particular emphasis on the red (Red) and near-infrared (NIR), to assess the green biomass in a canopy.
A common and simple way to resume the information content within these bands is the use of spectral vegetation indices, which is an algebraic combination of the spectral bands designed to be as sensitive to the desired factor (green biomass) and as insensitive as possible to perturbing factors affecting spectral reflectance (such as atmospheric and illumination conditions, soil properties and the viewing geometry of the imaging instrument). Indices based on red and near-infrared reflectance have been shown to be a measure of chlorophyll abundance and energy absorption [47]. Variations of across one year can help spotting vegetation types, and the quantification of the water content can help identifying areas in a similar vegetation class which retain more humidity and might thus be more favourable to mosquito breeding or survival in dry season. Dozens of vegetation indices assess the state of the vegetation qualitatively and quantitatively on the basis of reflectance values:
The Normalized Difference Vegetation Index
The Enhanced Vegetation Index
The Normalized Difference Water Index (
The
Albeit their widespread use, the use of vegetation indices over large geographic extents has its limits for describing canopy status in a fine and robust way, since both the desired information and the perturbing factors vary spatially, temporally and spectrally. Another type of information on canopy status that can be retrieved from remote sensing data is biophysical variables. The most common are the fraction of Absorbed Photosynthetically Active Radiation
Detailed information from land cover maps is generally available in national geographical institutes but this information is often out of date due to the long process implied in developing such dataset for a whole country. Moreover, the diverse origin and scale of these datasets when considering more than one country impeded proper comparison between sites. One could thus consider producing national or regional land cover maps using satellite high-resolution data. This exercise includes the pre-processing, the interpretation of the images, and the validation through field surveys. For instance, Landsat images were used in the framework of the Food and Agriculture Organization of the United Nations (FAO) Africover program [68] to map land cover types at 30 m resolution for 11 countries in Africa. Such land cover maps present a great level of detail, but may suffer for some inconsistencies because of heterogeneity in acquisition dates, images and interpretation from one scene to another. Moreover this approach hardly takes into account the seasonal variation and phenological behaviour of different vegetation types. These datasets are also limited in their spatial coverage and cannot be regularly updated following the methodology commonly used (i.e. visual interpretation). Finally, if the whole Landsat images archive was made freely available in 2009, images from Landsat 7 present gaps since May 2003 and Landsat 5 back to activity in 2003 is now failing since November 2011.
Medium to coarse resolution imagery (250 to 1 km) can improve some major issues: the information is acquired consistently over the whole area and frequent images (every 1 or 3 days) of a same area can be combined to eliminate cloud contamination and angular effects, and characterize the vegetation phenology. These time series can be used to produce global maps such as (i) the Global Land Cover 2000
In order to identify the presence of water, it is also possible to use satellite-derived products that detect water bodies instead of approximate water availability using rainfall estimates. In the last 10 years, only a few operational methods applied to datasets with a spatial resolution equal or higher than 1 km, were proposed to monitor surface water at continental or global scale. Among these, two most recent offer dynamic detections in near real-time through an operational monitoring system:
First, the Small Water Bodies
The analysis of eight years of small water body data demonstrated the capacity of such methods to capture inter-annual water bodies variability and the relation with seasonal rainfall patterns [98]. Nevertheless, the 1 km spatial resolution of products derived from SPOT-VEGETATION is still a strong intrinsic limitation. The operational production of a MODIS based product at 250 m using the second method is in progress and should be available soon.
Various issues have to be highlighted when looking from the application angle:
The spatial resolution for all environmental factors necessary for a study is often not similar (table 2) and transformation to similar resolution might lead to increase geolocation imprecision when pixels limits do not correspond. The pixel size selected for the analysis is dependent of the available datasets and not the best cell size to describe the phenomena under study. Datasets not available at high resolution thus limit spatial details of results.
Some useful dataset are not covering the world or not available at the appropriate date.
Too detailed datasets such as rainfall products with data every 3 hours (TRMM) would require long summarizing process for non-specialists to get information per week or month.
At high spatial resolution, geo-location accuracy can be jeopardized by the viewing angle, particularly in accidented terrain. Image distorsion needs to be corrected using a topographic information not always available at high resolution.
Minimum air temperature | \n\t\t\tTerra/Aqua MODIS http://iridl.ldeo.columbia.edu/maproom/.Health/.Regional/.Africa/.Malaria/.TMR/) | \n\t\t\t1 km | \n\t\t\t\n\t\t\t | World | \n\t\t\t\n\t\t |
Maximum air temperature | \n\t\t\tMODIS/ Worldclim | \n\t\t\t1 km | \n\t\t\t\n\t\t\t | World | \n\t\t\t\n\t\t |
Rainfall | \n\t\t\tTRMM | \n\t\t\t25 km | \n\t\t\t3 hours | \n\t\t\t35° N & 35° S | \n\t\t\tSince 1998 \n\t\t\t | \n\t\t
Rainfall | \n\t\t\tCMORPH : Mixt IR data, NOAA-CPC | \n\t\t\t8 km | \n\t\t\t30 min | \n\t\t\tWorld | \n\t\t\tSince December 2002 \n\t\t\t | \n\t\t
African Rainfall Estimation (RFE) | \n\t\t\tproduced by NOAA-CPC | \n\t\t\t10 km | \n\t\t\tdaily | \n\t\t\tAfrica | \n\t\t\tSince January 2001 | \n\t\t
Rainfall | \n\t\t\tTARCAT http://www.met.reading.ac.uk/~tamsat/data | \n\t\t\t4 km | \n\t\t\t\n\t\t\t | Africa | \n\t\t\tSince 1983 \n\t\t\t | \n\t\t
Rainfall | \n\t\t\tEUMETSAT/ GRIB MPE | \n\t\t\t\n\t\t\t | \n\t\t\t | \n\t\t\t | From January 2007 | \n\t\t
NDVI | \n\t\t\tGIMMS products from NOAA-AVHRR | \n\t\t\t8 km | \n\t\t\t\n\t\t\t | World | \n\t\t\tSince 1981 | \n\t\t
NDVI | \n\t\t\tSpot VEGETATION | \n\t\t\t1 km | \n\t\t\tdaily | \n\t\t\tWorld | \n\t\t\t\n\t\t |
NDVI MODIS | \n\t\t\tTerra/Aqua MODIS | \n\t\t\t250 m | \n\t\t\t\n\t\t\t | World | \n\t\t\t\n\t\t |
EVI | \n\t\t\tTerra/Aqua MODIS | \n\t\t\t500 m | \n\t\t\t\n\t\t\t | World | \n\t\t\t\n\t\t |
NDWI | \n\t\t\tSpot VEGETATION | \n\t\t\t1 km | \n\t\t\tdaily | \n\t\t\tWorld | \n\t\t\t\n\t\t |
Hue Index | \n\t\t\tSpot-VEGETATION | \n\t\t\t1 km | \n\t\t\tdaily | \n\t\t\tWorld | \n\t\t\t\n\t\t |
fAPAR + LAI | \n\t\t\tTerra/Aqua MODIS | \n\t\t\t1 km | \n\t\t\t8 days | \n\t\t\tWorld | \n\t\t\tSince 2000 | \n\t\t
fAPAR+LAI | \n\t\t\tCYCLOPES products fSpot- VEGETATION | \n\t\t\t1 km | \n\t\t\t10 days | \n\t\t\tWorld | \n\t\t\tSince 2000 | \n\t\t
faPAR+LAI | \n\t\t\tGEOV1 products Spot- VEGETATION | \n\t\t\t1km | \n\t\t\t10 days | \n\t\t\tWorld | \n\t\t\tSince 2000 | \n\t\t
fAPAR+LAI | \n\t\t\tGEOV1 products from NOAA-AVHRR | \n\t\t\t5 km | \n\t\t\t10 days | \n\t\t\tWorld | \n\t\t\t1981 - 2000 | \n\t\t
Some important remote sensing related products
Maximum NDVI standard compositing
A more advanced approach consists of normalizing the bidirectional reflectance by fitting a bi-directional reflectance distribution function (BRDF) model to the available cloud free observations [78] which considerable improve the result. But operational implementation requires a large number of cloud-free observations, the BRDF retrieval has a high sensitivity to residual clouds [79] (Figure 3), the algorithm is complex and requires ancillary data. A more flexible and “user-friendly” compositing approach was recently proposed [80] where cloud free reflectance values are averaged after a quality control.
Mean composting method
It presents the advantages to reduce both the anisotropy effects and the possible remaining perturbation after atmospheric correction and cloud removal. Despite the benefits of compositing, for some applications it may be more interesting to avoid it altogether. Indeed, to follow vegetation changes at a finer time scale it may be better to exploit all available observations within a period (typically 10 days or more) instead of combining them together. In agriculture monitoring, considerable changes in biomass or phenology can occur within a week and exploiting all available observations should thus be preferred. Such approach has been used, to provide crop specific biophysical variable time series at regional scale by fitting a simplified model of the canopy dynamics over daily data [81] and might be of use to identify processing occurring in potential
Some effects influencing what is really in a pixel of a satellite remote sensing image. (a) Schematic mis-alignment between the observation footprint and the arbitrary grid remote sensing observations are encoded into (i.e. the pixel). (b) Illustration of the expansion and overlap of the observation footprint along the scanline for whiskbroom sensors such as AVHRR and MODIS; and (c) representation of how this size increase as the sensor scans with larger viewing angles. Figure adapted from [
This problem is compounded for sensors such as AVHRR, MODIS and VIIRS (the successor of MODIS), which scan the Earth with large angles, leading to an expansion of the observation footprint along the scanline (while the grid in which the data is provided keeps the same size). Furthermore, the pre-processing step of gridding, i.e. assigning an observation to a predefined system of grid, introduces a ``pixel-shift\'\' [84], which means that the centre of the pixel does not correspond with the centre of the observation. Such gridding artefacts have serious consequences on the quality of the MODIS signal, and more specifically on composites and band-to-band registration across various spatial resolutions [85]. Recent work [86] has further demonstrated the impact of gridding artefacts and the scan angle on the spatial purity of an observation, i.e. on the percentage of the target land cover within an observation footprint that effectively contributes to the signal encoded in the pixel.
Sampling strategies, detailed field studies and casual observations can provide data which constitute the baseline information for model development. While remote sensing products are still too coarse resolution or maybe not adapted to define microhabitats, they can however provide proxies for environmental factors influencing general habitat and might be used in two ways. (1) Environmental values can be extracted at the sampling sites or in a buffer around the sites and then related to
When working with existing data, sampling protocol cannot be influenced a posteriori but an adapted methodology can be used to take into account potential peculiarity of each dataset. Field data may be obtained as a by-product of existing operational projects. However, depending on the finality which determined sampling design, the data might not be used straightforwardly for spatial surveillance. The dataset might include non standardized data collected during different years, according to a variety of sampling strategies but might be the only data available covering many countries. Existing datasets can consist of a collection of literature records covering wide regions. However, the collection sites are seldom well geo-referenced, large areas are not covered by the studies which might use different collection techniques at different seasons. With such datasets lack of records might be linked to inefficient sampling method, wrong timing for the survey or absence of survey and according to the source of data, abundance and absence need to be treated with caution. Even certified presence might not reflect current situation if recorded years ago. These issues may partly be addressed by methods similar to the previously mentioned subsampling procedures to reduce the potential biases in readily available datasets or using adapted modelling techniques.
Early development in the field of remote sensing and vector-borne diseases risk mapping used the following methodological steps: collecting human cases (or mosquito presence/absence), collecting relevant environmental gridded data (pixel), extracting data at sampling sites to build a logistic regression model explaining cases of occurrence according to the environmental conditions, then mapping the probabilities by calculation of the model output for each gridded cell of the original environmental maps [94]. Numerous methods have now been used to model vector-borne diseases spatially [95] and suggestions to improve frequent drawbacks include (1) using several models and select the best suited for prediction and (2) make a summary model from the best-fitting models. On the other hand innovative methods are constantly improved in spatial ecology. Quantifying the link between species and their environment is a central research area in quantitative ecology. When absence data are available / reliable, numerous methods now do exist, ranging from logistic regression, ordinary multiple regressions and its generalized form (GLM), ordination, classification method, distance metrics such as Mahalonobis distances, neural networks, boosted regression tree, random forest and even more sophisticated support vector machines are some examples among the plethora of recently developed methods [14]. Multi-species community modelling methods have also been developed. One advantage of this kind of techniques is that it becomes possible to build species assemblage models that take into account the relationships between the different species in the community and so their relative location in the “environmental hyperspace”, instead of modelling single species distribution independently from each other [96].
However, mapping elusive species such as mosquitoes is often a challenge mainly because of the impossible collection of reliable absence data such as described earlier. Discriminant approaches such as logistic regression analysis developed for specific diseases are thus not suited anymore because they compare environmental conditions in sites where the species is present and absent (not recorded). When only occurrence data are available, some niche-based modelling approaches offer adapted solution as they can use presence-only record information to build the statistical models. The concept of ecological niche has been defined [97] as follows: considering the n variables corresponding to all of the ecological factors relevant for the species, an n-dimensional hyper-volume can be defined in the environmental hyperspace between the limiting values permitting a species to survive and reproduce. This volume is called the fundamental niche of the species. This niche can be related to the two-dimensional geographical area of distribution considering that any point of the niche may represent a combination of environmental values that corresponds to some locations in the geographical space. Mechanistic approaches to ecological niche modelling [90] use direct measurements or physical modelling of response of individuals to parameters and infer from them individuals fitness values of different combinations of physical variables. On the contrary, correlative approaches to ecological niche models such as developed for species distribution models intend in a first step to define niches using the environmental variables at sampling point of occurrence, then assess for each spatial location in a study area probability to belong to the niche. Many large-scale species modelling techniques inspired by the principle of environmental envelopes were developed including BIOCLIM [98] based on a very simple classification tree, DOMAIN [99] based on a measure of multivariate distance, ENFA [100] based on the same principle of distance measure in an environmental hyperspace. Elith
In this context classical presence-only modeling can also be integrated [9] into a hierarchical framework [101]. The first step is to model entomological data using environmental data relevant for the same time period. Indeed, mapping
Some issues still need to be tackled however. Ecological model should be based on source populations. Those are sustainable populations in suitable habitat. To the contrary, sink populations are surviving in habitat not suitable for population persistence but persist thanks to immigration from nearby source population. Typical museum records include both sink and source populations [104]. Moreover, current vector-borne disease distribution may be limited by a number of factors both environmental and socio-economic. For example, during the past 100 years, malaria risk zone has reduced from around a half down to a quarter of the Earth’s land surface. However malaria remains prevalent in 106 countries of the tropical and semitropical world, with 35 countries in central Africa bearing the highest burden of cases and deaths [105,106]. The latitudinal limits apparent today are in effect \'control frontiers\' reflecting the interplay of control interventions combined with changes in environmental management and socio-economic developments that reduce community vulnerability to the disease [107]. Altitudinal limits to malaria transmission have been the subject of much discussion regarding shifting of malaria risk into highland regions, such as East Africa. If documented climate change [108] might have add a small impact, major factors for extension to new areas seem to be changes in land use and landscape leading to changes in local ecology for human and vector [109].
While delineation of potential habitat for a species is a first step in risk mapping for
When trying to assess disease occurrence risk, not only vector presence is necessary but the capacity and eagerness to transmit the diseases is essential. This capacity is well summarized in the vectorial capacity (VC) concept [117] derived from the Basic reproduction rate of MacDonald [118]. Vectorial capacity is a series of biological features that determine the ability of mosquitoes to transmit
Where:
m = 10.0 * TRMM
a = 0.7/gonotrophic
gonotrophic =[36.5/( Ts+2.0-9.9)]+0.5
p=0.5(1.0/gonotrophic))
n=111.0/{[2.0*(36.5/ Ts+2.0-9.9)/gonotrophic]+Ts-18.0}
Vectorial capacity map VCAP provided for the epidemic zones of Africa at 1 km spatial resolution.
Parameter,
The analysis of VCAP in relation to rainfall, temperature, and malaria incidence data in Eritrea and Madagascar shows that the VCAP correctly tracks the risk of malaria both in regions where rainfall is the limiting factor and in regions where temperature is the limiting factor [118]. However, in Burundi highlands, low rainfall triggered higher temperature and increased the risk of epidemics [116] and thus lower rainfall might be the trigger particularly because houses provide microenvironment with stable temperature 5°c higher than outside temperature and reduce influence of temperature on epidemic risk. The VCAP could also be further detailed by carrying analysis per vector species.
Roberts
However, to be fully operational the development of new products and early warning systems presented above must be integrated into a decision/action framework. There is currently a good deal of policy congruence through international, regional and local levels to support this effort (e.g. the Global Framework for Climate Services whose aims are to develop more effective services to meet the increasing demand coming from climate sensitive sectors including health). The remaining challenge is to get the knowledge into practice and sustaining it where it is needed. It is crucial that appropriate policies are developed and implemented to improve health system performance [126]. This may be helped by enhancing the workforces’ ability to detect and treat diseases, monitor and predict spatio-temporal patterns and implement intervention and control strategies in a timely and cost-effective manner through the use of tools and analysis informed by climate data.
In order to get research outcomes into policy and practice it is important to understand the context in which policies are adopted and supported in a practical manner. Below is an example of how policies developed at the district and national level connect to the larger political agenda of international policy makers. At the global scale improved early warning, prevention and control of epidemics is one of the key technical elements of the current Global Strategy for Malaria Control [127] the RBM Partnership referenced earlier in this section. In Africa, Heads-of-State declared their support for the Roll Back Malaria initiative in April 2000 with the Abuja Targets [128]. In these targets, national malaria control services are expected to detect sixty per cent of malaria epidemics within two weeks of onset, and respond to sixty per cent of epidemics within two weeks of their detection. With the support of the WHO Regional Office for Africa, the WHO Inter-Country Programme Teams engage in the development of recommendations, guidelines and technical support to improve prevention and control of epidemics and transboundary/cross border within their various sub-regions (e.g. Regional Economic Communities (RECS) ECOWAS, IGAD and SADC) including collaborative activities with the African Development Bank. As a consequence of these policy developments, nations epidemic prone have enhanced capabilities for delimiting epidemic/endemic prone areas; established epidemic malaria surveillance systems; and strengthening their epidemic response capacities with the help of the Global Fund to Fight AIDS, Tuberculosis and Malaria (GFATM) and other donor support.
In many national malaria control policy documents, countries now recognize that to achieve the Roll Back Malaria (RBM) and Millennium Development Goals (MDG) targets they need better information on where epidemics are most likely to occur, and some indication of when they are likely to happen. As a consequence, they have begun to explore the use of climate information in the development of integrated early warning systems. Thus, there is increasing congruence in policy initiatives from multilateral, bilateral, national and non-governmental agencies in relation to epidemic disease control and a growing demand for climate information and robust early warning systems to support these efforts. This is reflected in the newly emerging Global Framework for Climate Services. This policy congruence extends to the current discussions on adaptation to climate change. Strengthened health systems are also seen as vital to improving the management of climate-sensitive disease in the context of climate change. The IPCC identified building public health infrastructure as:
In terms of data, interactions between
In terms of modelling, various issues have also already been discussed such as the necessity to better integrate ecological issues such as sink and source population [104]. Regarding the outputs, quality assessment could be attached to the resulting maps. Bayesian inference can be used [133] to quantify the uncertainty in the predictions. Rather than mapping the prevalence, what is mapped is the probability, given the data, that a particular location exceeded the predetermined high-risk prevalence threshold for which a change in strategy for control or the delivery of the drug is required. A level of uncertainty attached to each location help the decision maker choose which areas are at risk or not.
There is a necessity to document in details the data entered in models and choices of the modellers particularly when dealing with results which might trigger decision in public health [134]. Indeed, the final results do not only depend on input data but on pre-processing of those data, selection of useful variables, selection of a best model between various potential models, a whole process of model building which leads to one final result dependant on choices of the modeller. More details on dates of satellite images used to derived RS product, or even detailing quality spatially could also improve the final results and potential interpretation. Providing maps of the dataset entered in the model could help spot good spatial consistency or mismatch between adjacent raw images.
While disease occurrence prediction is generally the objective of forecasting, targeting the vector instead of the disease cases might provide several advantages. Indeed, some diseases might be present in a high number of asymptomatic carriers (lymphatic filariasis), or might not be accurately reported because the disease is not notifiable or misdiagnosis is frequent such as confusion between malaria and
In conclusion, providing relevant information to help disease spatial surveillance is not straighforwards and resemble more to a multidisciplinary challenge. In order to improve the current situation, increased sharing of existing data and increase transparency and documentation in the building of models could help target low quality areas such as places with low information or part of modelling process which could be improved. The quality of the entomological and environmental dataset as well as documentation of the relevant dates of each parameter such as original satellite images included in land cover maps and potential issues such as source-sink population sample could help identify new questions. Meanwhile, the information is still needed for the support of essential activities such as malaria control or for scientific research. A better interaction between research and operational work also seems to be necessary. Research product and results can only be useful if validated in the field and the best research questions are defined by people working in the field. Constant interactions can improve quality of research products and finally improve surveillance. Reinforcing the research capabilities in the region and in the malaria centres is of up-most importance. Indeed malaria workers in-countries have an extended experience of the field. They are in a better position to analyze the situation, identify their needs and find the answers. This would help bringing the data and the expertise where it is mostly needed: in the malaria centres.
AVHRR Advanced Very High Resolution Radiometer
BRDF bi-directional reflectance distribution function
CGIAR Consultative Group on International Agricultural Research
CMORPH Products from the CPC MORPHing technique
CRU Climate Research Unit, University of East Anglia, UK
ECOWAS Economic Community Of West African States
EUMETSAT European Organisation for the Exploitation of Meteorological Satellites
EVI The Enhanced Vegetation Index
FAO Food and Agriculture Organization of the United Nations
fAPAR fraction of Absorbed Photosynthetically Active Radiation
FEWS NET Famines Early Warning Systems Network
GFATM Global Fund to Fight AIDS, Tuberculosis and Malaria
GIMMS Global Inventory Modelling and Mapping Studies
GIS Geographical Information Systems
GMES Global Monitoring for Environment and Security
GRIB MPE The Multi-sensor Precipitation Estimate
HSV Hue saturation value
IGAD The Intergovernmental Authority on Development, East Africa
IPCC Intergovernmental Panel on Climate Change
IR Infrared
IRI International Research Institute for Climate and Society
LAI Leaf Area Index
LST Land Surface Temperature
MDG Millennium Development Goals
MERIS Medium Resolution Imaging Spectrometer
MODIS Moderate Resolution Imaging Spectroradiometer
MPE Multisensor Precipitation Estimator
MVC Maximum Value Composite
NASA National Aeronautic and Space Administration
NBAR Nadir BRDF-Adjusted Reflectance
NDVI The Normalized Difference Vegetation Index
NDWI The Normalized Difference Water Index
NIR Near-Infrared
NOAA-CPC National Oceanic and Atmospheric Administration – Climate Prediction Centre
RBM Roll Back Malaria
RECS Regional Economic Communities
RFE African Rainfall Estimation
SADC Southern African Development Community
SRTM Shuttle Radar Topographic Mission
SWIR Short Wavelength Infrared
TARCAT The TAMSAT African Rainfall Climatology And Time-series
TIR Thermal infra-red
TRMM The Tropical Rainfall Measuring Mission
USGS United states Geological Survey Agency
VC (VCAP) Vectorial Capacity (spatial version)
WHO World Health Organisation
p53 is a multifunctional transcription factor that induces cell cycle arrest, DNA repair, and apoptosis, thereby suppressing cell cancerization [1, 2]. It is referred to as a guardian of the genome that determines cell fate. When p53 is activated by various stress factors, it searches for and binds to target DNA sequences and regulates the expression of downstream genes. p53 is composed of an N-terminal (NT) domain, core domain, linker, tetramerization (Tet) domain, and C-terminal (CT) domain. The core and Tet domains possess specifically folded structures, while other domains are intrinsically disordered [3, 4, 5]. p53 forms a tetramer via Tet domains [5]. Core and CT domains are involved in its binding to DNA sequences in a specific and nonspecific manner, respectively [6]. Fifty percent of gene mutations in tumor cells were found in p53, and many of the identified mutations were located in structured domains, which inhibited target DNA binding [3]. Comprehensive mutagenesis analysis supports the correlation between the structured domains of p53 and its function [7]. Since p53 possesses common properties frequently observed in DNA-binding proteins, including oligomerization, disordered regions, and multiple DNA-binding domains [8], it is used as a model protein in the target search study described below [9, 10, 11].
\nThe target DNAs for p53 were ~ 20 bp, while the genomic DNA was ~109 bp. Accordingly, p53 was required to search for small targets efficiently from within vast lengths of non-target DNAs. This is known as a target search problem for sequence-specific DNA-binding proteins. To solve this problem, a facilitated diffusion mechanism has been proposed for DNA-binding proteins. The facilitated diffusion is the integration of three-dimensional (3D) diffusion in solution, one-dimensional (1D) diffusion along DNA, hopping/jumping along DNA, and intersegmental transfer between two DNAs (Figure 1a). In 3D diffusion, p53 diffuses in solution, altering the search sites on genomic DNA. In 1D sliding, it moves along the DNA, while maintaining continuous contact. In addition, p53 hops or jumps along DNA (within 100 bp of jump). Intersegmental transfer enables p53 to move from one DNA to another without dissociation. Theoretical studies suggest that the integration of multiple search dynamics, while not requiring all dynamics, can facilitate the target search [14, 15, 16, 17]. The facilitation factor depends on various physical parameters, such as diffusion coefficient along DNA, residence time on DNA, dissociation time in solution, and frequency of transfer and jump.
\nTarget search dynamics of DNA-binding proteins and visualization of p53 dynamics on DNA by single-molecule fluorescence microscopy. (a) Schematic diagram of four target search dynamics. (b) Schematic diagram of single-molecule fluorescence microscope and flow cell. In the flow cell, one end of the DNA is tethered to the surface and it is stretched by buffer flow. p53 molecule labeled to a fluorescence dye is illuminated by TIRF and the fluorescence is detected by EM-CCD through an objective lens. Panels (a) and (b) are adapted from ref. [
How does p53 solve the target search problem using facilitated diffusion? How is the target search and binding of p53 regulated? In this chapter, I explain the facilitated diffusion and regulation of p53 based on recently accumulated single-molecule data.
\nSingle-molecule fluorescence microscopy enables the differentiation and characterization of individual search dynamics of DNA-binding proteins, including p53, as reported previously [18, 19, 20, 21, 22, 23, 24]. In general, the system combines a fluorescence microscope and a flow cell (Figure 1b). In the flow cell, one end of the DNA is tethered to the surface, and it is stretched by buffer flow. Several methods have been proposed for tethering DNAs [18, 25, 26, 27, 28, 29]. For example, a DNA garden is a simple method for producing DNA arrays, in which neutravidin molecules are printed in a line on polymer-coated coverslips, and biotinylated DNAs are tethered to the printed neutravidin [29]. p53 molecules labeled with a fluorescence dye are introduced into the flow cell using a syringe pump. The fluorescent p53 bound to DNA is selectively illuminated by total internal reflection fluorescence (TIRF). p53 molecules on DNA are detected as fluorescent spots on the sequential images of an electron-multiplying charge-coupled device (EM-CCD). The positions of molecules were tracked using an appropriate analysis program to visualize the search dynamics of p53.
\nIn 2008, 1D sliding of p53 along DNA was observed for the first time using single-molecule fluorescence microscopy [30]. This observation was consistent with a reported indirect evidence that p53 dissociated rapidly from short DNA in the absence of blocks at ends by sliding off from DNA [31]. In 2011, a study of p53 mutants deleting either of two DNA-binding proteins revealed that p53 can slide along DNA using disordered CT domains [32]. This is consistent with the fact that a designed peptide targeting CT domains suppressed the 1D sliding of p53 [33]. Furthermore, 1D sliding of p53 was supported by molecular dynamics simulations [34, 35]. In 2012, it was shown that 1D sliding dynamics of p53 depends slightly on DNA sequence, suggesting that p53 feels the energy landscape based on DNA sequence through interactions between core domains and DNA [36]. In 2015, a detailed analysis of 1D sliding dynamics demonstrated that p53 possesses two sliding modes on non-target DNA [37, 38]. In the fast mode, it interacts with DNA loosely using CT domains. In contrast, in the slow mode, it binds tightly to DNA using core and CT domains (Figure 2a). In 2017, the disordered linker was identified to trigger the switch between the two modes (Figure 2a) [41]. In 2016, the target recognition process of p53 was characterized in detail [42]. The results demonstrated that target recognition occurs mainly via 1D sliding. The target recognition of p53 was quite low (the successful recognition probability was 7%), but it was enhanced two-fold upon a post-translational modification. Accordingly, 1D sliding is considered as one of the important dynamics in the target search and binding of p53.
\nTarget search dynamics of p53. (a) Schematic diagram of two modes for 1D sliding p53 along DNA. p53 is composed of the NT (purple), Core (green), linker (black), Tet (yellow), and CT (pink) domains. The switch between two modes is triggered by the linker. (b) Typical single-molecule data showing intersegmental transfer of p53 between crisscrossing DNAs. (c) Schematic diagram of intersegmental transfer of p53 between two DNAs. p53 uses CT domains (pink) for the transfer. (d) Typical single-molecule data showing jumping of p53 along DNA (white traces). Arrows denote the jumping events. (e) Schematic diagram of encounter complex formation of p53 and conversion from the encounter complex to long-lived complex. Panel (b) is adapted from ref. [
In 2018, intersegmental transfer of p53 was examined using ensemble kinetic and single-molecule fluorescence measurements [39]. After the solutions of p53 bound to fluorescently labeled DNA and non-labeled DNA were mixed, the transfer reaction of p53 was monitored between the two DNAs. The observed reactions included the dissociation of p53 from one DNA and its transfer to the other. Actually, as the concentration of non-labeled DNA increased, the observed rate constant increased, suggesting intersegmental transfer. The rate constant of the transfer was ~108 M−1 s−1, which is close to the diffusion limit. Furthermore, single-molecule tracking of p53 on crisscrossed DNAs demonstrated that p53 moves along the first DNA and then moves along the second DNA through the transfer at the intersection (Figure 2b). A study of p53 mutants deleting either of two DNA-binding domains identified that p53 binds to the first DNA and then to the second DNA using disordered CT domains at the same time; it then releases the first DNA, resulting in a transfer between the two DNAs (Figure 2c). This mechanism is supported by molecular dynamics simulations of p53 [43].
\nIn 2020, the hopping/jumping of p53 on DNA was investigated [40]. Hopping/jumping was expected to occur at a time scale that is faster than the time resolution of the microscope (ex. 33 ms). To detect these events, the time resolution of the microscope was improved to 500 μs by optimizing the fluorescence excitation based on critical angle TIRF illumination and by utilizing the time delay integration mode of the EM-CCD [40]. Using the sub-millisecond-resolved microscope, jumping events of p53 along DNA were directly detected (arrows in Figure 2d). The jump frequency of p53 was ~6 s−1, and the jump time was 2.2 ms. Based on the study of p53 mutants deleting either of two DNA-binding domains, disordered CT domains were identified to be indispensable for the jumping of p53 along DNA [13]. Furthermore, 1D diffusion along DNA was enhanced upon increasing the salt concentration, suggesting that p53 moves along DNA by hopping DNA-binding domains. Thus, it was revealed that p53 possesses hopping and jumping dynamics along DNA.
\nIn 2016, 3D diffusion of p53 was characterized using ensemble kinetic measurements [42]. Association rate constants for target and non-target DNAs were determined to be ~109 M−1 s−1, comparable to the diffusion limits. The difference in affinity for target and non-target DNAs was attributed to the dissociation rate constants. In 2020, the association process of p53 with non-target DNA was further investigated at the single-molecule level using a sub-millisecond resolved fluorescence microscope [40]. Kymographs demonstrated that short-lived traces of p53 with an average residence time of 2.8 ms were detected in addition to long-lived traces moving along DNA. The short-lived complex was interpreted as an encounter complex. Disordered CT domains of p53 were identified to participate in the transient complex formation and in the conversion from the transient complex to the long-lived complex [13] (Figure 2e). The long-lived complex was further stabilized by core domains [13].
\nOverall, single-molecule fluorescence microscopy revealed that p53 possesses all four search dynamics proposed theoretically: 3D diffusion, 1D sliding, hopping/jumping, and intersegmental transfer. The unique structure of p53, which is a tetramer of two DNA-binding domains, enables these search dynamics. This is the first study to examine all search possibilities for a single model protein.
\nTarget search and binding of p53 might be regulated by a liquid-like assembly of p53 molecules. In a liquid–liquid phase separation (LLPS), p53 molecules, which disperse in the bulk phase, assemble and form a condensed phase called liquid droplets. In the droplet phase, p53 can move fluidly while maintaining a high concentration. This fluid property in the condensed phase differs from the solid aggregation that causes malfunction of p53. Early
In 2020, this possibility was extensively examined using
Liquid droplet formation of p53 regulates its function. (a) Time course of a typical fusion event of three p53 droplets into a single droplet using DIC microscopy. (b) DIC and fluorescence images of the droplets of Alexa488-labeled p53 and non-labeled p53. Scale bars in panels (a) and (b) represent 10 μm. (c) Schematic diagram of p53 conformation in the droplet. p53 is composed of the NT (purple), Core (orange), Tet (yellow), and CT (red) domains. In the droplets, the NT and CT domains interact electrostatically. Arrows denote the structural changes on the different domains of p53 that are induced by the intermolecular interactions in a droplet. The dimer structure is displayed for clarity. (d) Functional switch model of p53. The panels (a)-(d) are adapted from ref. [
The structural properties of p53 in solution and in droplet form were investigated using fluorescence resonance energy transfer (FRET) between two fluorophores labeled at two residues of p53. Since FRET depends on the distance between the two fluorophores, it was used to measure the conformational changes. The distance between the core domains of p53 was slightly longer in the droplets, while the distance between the CT domains became slightly shorter (Figure 3c). Accordingly, p53 adopted a new tertiary structure, forming interactions with the adjacent molecules in the droplets.
\nDoes p53 maintain binding to the target DNA after experiencing the droplet formation? The reactions of p53 binding to the target DNA were similar before and after the droplet formation. These results indicate that droplet formation of p53 is reversible, and p53 dispersed in solution from the droplets retains its DNA binding ability.
\nDroplet formation of p53 was found to be regulated by molecular crowding, endogenous molecules, and post-translational modification. Molecular crowding agents, mimicking the cellular crowding condition, promoted droplet formation. In contrast, ssDNA, dsDNA, and ATP suppressed it. The p53 mutant mimicking post-translational phosphorylation did not form droplets. Based on these results, a functional switch model was proposed (Figure 3d). Under normal cell conditions, the compartmentalization of p53 into the droplets suppresses its function as a transcriptional regulator. Under stress conditions, the activation of p53, triggered by posttranslational phosphorylation, releases p53 from the droplets and promotes target search and binding.
\nIn this section, the current model of p53 is described in terms of target search and regulation. p53 functions as a transcription factor that responds to various emergency situations in cells. Under normal cell conditions, p53 turns off through the following mechanisms. First, the copy number of p53 is maintained at a low level, allowing dimers with a low affinity to target DNAs in an oligomeric state [48, 49]. Second, post-translational modifications for activating p53 are not added, for example, suppressing the target recognition of p53 [42]. Third, p53 is stored in liquid droplets [47]. These actions of p53 prevent its malfunction under normal conditions.
\nUnder cellular stress, p53 is activated by post-translational modifications [1, 2, 50, 51, 52, 53, 54, 55, 56] and by a change in its oligomeric state from dimers to tetramers, with a high affinity for target DNAs [48, 57, 58, 59]. Phosphorylation of the CT domain of p53 triggers its release from the droplets, allowing it to engage in target search [47]. The increase in the copy number of p53 also facilitates the target search [60]. As explained above, p53 utilizes facilitated diffusion combining four search dynamics. Using 3D diffusion, p53 associates randomly with nonspecific sites of DNA, followed by dissociation. Until p53 associates with the target sequence by chance, it repeats such association and dissociation motions. If the search motion of p53 is limited to 3D diffusion, it would be a time-consuming endeavor. After p53 associates with the nonspecific site of DNA by 3D diffusion, it can search for the target sequence along DNA near the bound site using 1D sliding and hopping/jumping. The search distance of p53 per association event is estimated to be 700 bp [40], corresponding to approximately 35-fold facilitation of the target search.
\nIn cells, genomic DNAs are covered by many DNA-binding proteins, including histones and other nucleoid proteins. These DNA-binding proteins may act as obstacles in the target search of p53. For example, when the sliding p53 collides with other DNA-binding proteins on DNA, it may not be able to bypass these obstacles due to steric hindrance, thereby limiting the search distance on DNA. However, p53 possesses two bypass mechanisms: the jumping along DNA [40] and the intersegmental transfer between two DNAs [39]. Using these motions, it can overcome such obstacles and continue its search for targets in cells. Overall, the search and regulation strategies of p53 could satisfy various cellular requirements.
\nThe target search and binding of p53 and its regulation have been characterized using single-molecule fluorescence microscopy and relevant biophysical methods. The accumulated data demonstrate that p53 searches for target DNAs utilizing four search dynamics: 3D diffusion in solution, 1D sliding along DNA, hopping/jumping along DNA, and intersegmental transfer between two DNAs (Figure 4). Especially, hopping/jumping and intersegmental transfer between two DNAs are required to bypass obstacles bound to DNA. It was reported that other DNA-binding protein with a disordered DNA-binding domain bypasses obstacles through obstacle-unbound region of DNA [24]. Since p53 possesses a similar disordered DNA-binding domain, it is not surprising that p53 possesses this bypass mechanism. Target search and binding are regulated by copy number, post-translational modifications, and liquid droplet formation. Considering that p53 can interact with many partner proteins, the partner proteins may affect the target search. Complexity in the target search and regulation of p53 would enable a response to various emergency situations in cells and be required to satisfy various cellular requirements.
\nSchematic diagram of target search of p53. Pink and gray circles are p53 and obstacle bound to DNA, respectively. Four search mechanisms are illustrated.
I thank the corroborators for their helpful discussions on our studies of target search by p53.
\nAs a company committed to the wider dissemination of knowledge, IntechOpen supports the OAI Metadata Harvesting Protocol (OAI-PMH Version 2.0).
',metaTitle:"OAI-PMH",metaDescription:"As a firm believer in the wider dissemination of knowledge, IntechOpen supports the OAI Metadata Harvesting Protocol (OAI-PMH Version 2.0).",metaKeywords:null,canonicalURL:"/page/oai-pmh",contentRaw:'[{"type":"htmlEditorComponent","content":"The OAI-PMH (Open Archives Initiative Protocol for Metadata Harvesting) is used to govern the collection of metadata descriptions and enables other archives to access our database. The Protocol has been developed by the Open Archives Initiative, based on ensuring interoperability standards in order to ease and promote broader and more efficient dissemination of information within the scientific community.
\\n\\nWe have adopted the Protocol to increase the number of readers of our publications. All our Works are more widely accessible, with resulting benefits for scholars, researchers, students, libraries, universities and other academic institutions. Through this method of exposing metadata, IntechOpen enables citation indexes, scientific search engines, scholarly databases, and scientific literature collections to gather metadata from our repository and make our publications available to a broader academic audience.
\\n\\nAs a Registered Data Provider, metadata for published Books and Chapters are available via our interface at the base URL: http://mts.intechopen.com/oai/index.php
\\n\\nREQUESTS
\\n\\nYou can find out more about the Protocol by visiting the Open Archives website. For additional questions please contact us at ai@intechopen.com.
\\n\\nDATABASES
\\n\\nDatabases, repositories and search engines that provide services based on metadata harvested using the OAI metadata harvesting protocol include:
\\n\\nBASE - Bielefeld Academic Search Engine
\\n\\nOne of the world's most powerful search engines, used primarily for academic Open Access web resources.
\\n\\n\\n\\nA search engine for online catalogues of publications from all over the world.
\\n"}]'},components:[{type:"htmlEditorComponent",content:'The OAI-PMH (Open Archives Initiative Protocol for Metadata Harvesting) is used to govern the collection of metadata descriptions and enables other archives to access our database. The Protocol has been developed by the Open Archives Initiative, based on ensuring interoperability standards in order to ease and promote broader and more efficient dissemination of information within the scientific community.
\n\nWe have adopted the Protocol to increase the number of readers of our publications. All our Works are more widely accessible, with resulting benefits for scholars, researchers, students, libraries, universities and other academic institutions. Through this method of exposing metadata, IntechOpen enables citation indexes, scientific search engines, scholarly databases, and scientific literature collections to gather metadata from our repository and make our publications available to a broader academic audience.
\n\nAs a Registered Data Provider, metadata for published Books and Chapters are available via our interface at the base URL: http://mts.intechopen.com/oai/index.php
\n\nREQUESTS
\n\nYou can find out more about the Protocol by visiting the Open Archives website. For additional questions please contact us at ai@intechopen.com.
\n\nDATABASES
\n\nDatabases, repositories and search engines that provide services based on metadata harvested using the OAI metadata harvesting protocol include:
\n\nBASE - Bielefeld Academic Search Engine
\n\nOne of the world's most powerful search engines, used primarily for academic Open Access web resources.
\n\n\n\nA search engine for online catalogues of publications from all over the world.
\n'}]},successStories:{items:[]},authorsAndEditors:{filterParams:{},profiles:[{id:"396",title:"Dr.",name:"Vedran",middleName:null,surname:"Kordic",slug:"vedran-kordic",fullName:"Vedran Kordic",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/396/images/7281_n.png",biography:"After obtaining his Master's degree in Mechanical Engineering he continued his education at the Vienna University of Technology where he obtained his PhD degree in 2004. He worked as a researcher at the Automation and Control Institute, Faculty of Electrical Engineering, Vienna University of Technology until 2008. His studies in robotics lead him not only to a PhD degree but also inspired him to co-found and build the International Journal of Advanced Robotic Systems - world's first Open Access journal in the field of robotics.",institutionString:null,institution:{name:"TU Wien",country:{name:"Austria"}}},{id:"441",title:"Ph.D.",name:"Jaekyu",middleName:null,surname:"Park",slug:"jaekyu-park",fullName:"Jaekyu Park",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/441/images/1881_n.jpg",biography:null,institutionString:null,institution:{name:"LG Corporation (South Korea)",country:{name:"Korea, South"}}},{id:"465",title:"Dr",name:"Christian",middleName:null,surname:"Martens",slug:"christian-martens",fullName:"Christian Martens",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:null},{id:"479",title:"Dr.",name:"Valentina",middleName:null,surname:"Colla",slug:"valentina-colla",fullName:"Valentina Colla",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/479/images/358_n.jpg",biography:null,institutionString:null,institution:{name:"Sant'Anna School of Advanced Studies",country:{name:"Italy"}}},{id:"494",title:"PhD",name:"Loris",middleName:null,surname:"Nanni",slug:"loris-nanni",fullName:"Loris Nanni",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/494/images/system/494.jpg",biography:"Loris Nanni received his Master Degree cum laude on June-2002 from the University of Bologna, and the April 26th 2006 he received his Ph.D. in Computer Engineering at DEIS, University of Bologna. On September, 29th 2006 he has won a post PhD fellowship from the university of Bologna (from October 2006 to October 2008), at the competitive examination he was ranked first in the industrial engineering area. He extensively served as referee for several international journals. He is author/coauthor of more than 100 research papers. He has been involved in some projects supported by MURST and European Community. His research interests include pattern recognition, bioinformatics, and biometric systems (fingerprint classification and recognition, signature verification, face recognition).",institutionString:null,institution:null},{id:"496",title:"Dr.",name:"Carlos",middleName:null,surname:"Leon",slug:"carlos-leon",fullName:"Carlos Leon",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Seville",country:{name:"Spain"}}},{id:"512",title:"Dr.",name:"Dayang",middleName:null,surname:"Jawawi",slug:"dayang-jawawi",fullName:"Dayang Jawawi",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Technology Malaysia",country:{name:"Malaysia"}}},{id:"528",title:"Dr.",name:"Kresimir",middleName:null,surname:"Delac",slug:"kresimir-delac",fullName:"Kresimir Delac",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/528/images/system/528.jpg",biography:"K. Delac received his B.Sc.E.E. degree in 2003 and is currentlypursuing a Ph.D. degree at the University of Zagreb, Faculty of Electrical Engineering andComputing. His current research interests are digital image analysis, pattern recognition andbiometrics.",institutionString:null,institution:{name:"University of Zagreb",country:{name:"Croatia"}}},{id:"557",title:"Dr.",name:"Andon",middleName:"Venelinov",surname:"Topalov",slug:"andon-topalov",fullName:"Andon Topalov",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/557/images/1927_n.jpg",biography:"Dr. Andon V. Topalov received the MSc degree in Control Engineering from the Faculty of Information Systems, Technologies, and Automation at Moscow State University of Civil Engineering (MGGU) in 1979. He then received his PhD degree in Control Engineering from the Department of Automation and Remote Control at Moscow State Mining University (MGSU), Moscow, in 1984. From 1985 to 1986, he was a Research Fellow in the Research Institute for Electronic Equipment, ZZU AD, Plovdiv, Bulgaria. In 1986, he joined the Department of Control Systems, Technical University of Sofia at the Plovdiv campus, where he is presently a Full Professor. He has held long-term visiting Professor/Scholar positions at various institutions in South Korea, Turkey, Mexico, Greece, Belgium, UK, and Germany. And he has coauthored one book and authored or coauthored more than 80 research papers in conference proceedings and journals. His current research interests are in the fields of intelligent control and robotics.",institutionString:null,institution:{name:"Technical University of Sofia",country:{name:"Bulgaria"}}},{id:"585",title:"Prof.",name:"Munir",middleName:null,surname:"Merdan",slug:"munir-merdan",fullName:"Munir Merdan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/585/images/system/585.jpg",biography:"Munir Merdan received the M.Sc. degree in mechanical engineering from the Technical University of Sarajevo, Bosnia and Herzegovina, in 2001, and the Ph.D. degree in electrical engineering from the Vienna University of Technology, Vienna, Austria, in 2009.Since 2005, he has been at the Automation and Control Institute, Vienna University of Technology, where he is currently a Senior Researcher. His research interests include the application of agent technology for achieving agile control in the manufacturing environment.",institutionString:null,institution:null},{id:"605",title:"Prof",name:"Dil",middleName:null,surname:"Hussain",slug:"dil-hussain",fullName:"Dil Hussain",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/605/images/system/605.jpg",biography:"Dr. Dil Muhammad Akbar Hussain is a professor of Electronics Engineering & Computer Science at the Department of Energy Technology, Aalborg University Denmark. Professor Akbar has a Master degree in Digital Electronics from Govt. College University, Lahore Pakistan and a P-hD degree in Control Engineering from the School of Engineering and Applied Sciences, University of Sussex United Kingdom. Aalborg University has Two Satellite Campuses, one in Copenhagen (Aalborg University Copenhagen) and the other in Esbjerg (Aalborg University Esbjerg).\n· He is a member of prestigious IEEE (Institute of Electrical and Electronics Engineers), and IAENG (International Association of Engineers) organizations. \n· He is the chief Editor of the Journal of Software Engineering.\n· He is the member of the Editorial Board of International Journal of Computer Science and Software Technology (IJCSST) and International Journal of Computer Engineering and Information Technology. \n· He is also the Editor of Communication in Computer and Information Science CCIS-20 by Springer.\n· Reviewer For Many Conferences\nHe is the lead person in making collaboration agreements between Aalborg University and many universities of Pakistan, for which the MOU’s (Memorandum of Understanding) have been signed.\nProfessor Akbar is working in Academia since 1990, he started his career as a Lab demonstrator/TA at the University of Sussex. After finishing his P. hD degree in 1992, he served in the Industry as a Scientific Officer and continued his academic career as a visiting scholar for a number of educational institutions. In 1996 he joined National University of Science & Technology Pakistan (NUST) as an Associate Professor; NUST is one of the top few universities in Pakistan. In 1999 he joined an International Company Lineo Inc, Canada as Manager Compiler Group, where he headed the group for developing Compiler Tool Chain and Porting of Operating Systems for the BLACKfin processor. The processor development was a joint venture by Intel and Analog Devices. In 2002 Lineo Inc., was taken over by another company, so he joined Aalborg University Denmark as an Assistant Professor.\nProfessor Akbar has truly a multi-disciplined career and he continued his legacy and making progress in many areas of his interests both in teaching and research. He has contributed in stochastic estimation of control area especially, in the Multiple Target Tracking and Interactive Multiple Model (IMM) research, Ball & Beam Control Problem, Robotics, Levitation Control. He has contributed in developing Algorithms for Fingerprint Matching, Computer Vision and Face Recognition. He has been supervising Pattern Recognition, Formal Languages and Distributed Processing projects for several years. He has reviewed many books on Management, Computer Science. Currently, he is an active and permanent reviewer for many international conferences and symposia and the program committee member for many international conferences.\nIn teaching he has taught the core computer science subjects like, Digital Design, Real Time Embedded System Programming, Operating Systems, Software Engineering, Data Structures, Databases, Compiler Construction. In the Engineering side, Digital Signal Processing, Computer Architecture, Electronics Devices, Digital Filtering and Engineering Management.\nApart from his Academic Interest and activities he loves sport especially, Cricket, Football, Snooker and Squash. He plays cricket for Esbjerg city in the second division team as an opener wicket keeper batsman. He is a very good player of squash but has not played squash since his arrival in Denmark.",institutionString:null,institution:null},{id:"611",title:"Prof.",name:"T",middleName:null,surname:"Nagarajan",slug:"t-nagarajan",fullName:"T Nagarajan",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Universiti Teknologi Petronas",country:{name:"Malaysia"}}}],filtersByRegion:[{group:"region",caption:"North America",value:1,count:6675},{group:"region",caption:"Middle and South America",value:2,count:5955},{group:"region",caption:"Africa",value:3,count:2458},{group:"region",caption:"Asia",value:4,count:12717},{group:"region",caption:"Australia and Oceania",value:5,count:1017},{group:"region",caption:"Europe",value:6,count:17720}],offset:12,limit:12,total:134177},chapterEmbeded:{data:{}},editorApplication:{success:null,errors:{}},ofsBooks:{filterParams:{topicId:"22"},books:[{type:"book",id:"11456",title:"Autonomous Mobile Mapping Robots",subtitle:null,isOpenForSubmission:!0,hash:"405e1f7c0ef62700f4d590722cf428be",slug:null,bookSignature:"Dr. Janusz Bȩdkowski",coverURL:"https://cdn.intechopen.com/books/images_new/11456.jpg",editedByType:null,editors:[{id:"63695",title:"Dr.",name:"Janusz",surname:"Bȩdkowski",slug:"janusz-bdkowski",fullName:"Janusz Bȩdkowski"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11459",title:"Soft Robotics - Recent Advances and Applications",subtitle:null,isOpenForSubmission:!0,hash:"06e947238d5d4ea1162509a5d66de887",slug:null,bookSignature:"Dr. Mahmut Reyhanoglu",coverURL:"https://cdn.intechopen.com/books/images_new/11459.jpg",editedByType:null,editors:[{id:"15068",title:"Dr.",name:"Mahmut",surname:"Reyhanoglu",slug:"mahmut-reyhanoglu",fullName:"Mahmut Reyhanoglu"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11985",title:"Autonomous Vehicles",subtitle:null,isOpenForSubmission:!0,hash:"c06614cccf990358e3759c9b8873bb27",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/11985.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"12254",title:"Humanoid Robots",subtitle:null,isOpenForSubmission:!0,hash:"968799661a2fad845c9b9dc0d4424c99",slug:null,bookSignature:"",coverURL:"https://cdn.intechopen.com/books/images_new/12254.jpg",editedByType:null,editors:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],filtersByTopic:[{group:"topic",caption:"Agricultural and Biological Sciences",value:5,count:38},{group:"topic",caption:"Biochemistry, Genetics and Molecular Biology",value:6,count:13},{group:"topic",caption:"Business, Management and Economics",value:7,count:7},{group:"topic",caption:"Chemistry",value:8,count:23},{group:"topic",caption:"Computer and Information Science",value:9,count:24},{group:"topic",caption:"Earth and Planetary Sciences",value:10,count:15},{group:"topic",caption:"Engineering",value:11,count:65},{group:"topic",caption:"Environmental Sciences",value:12,count:10},{group:"topic",caption:"Immunology and Microbiology",value:13,count:16},{group:"topic",caption:"Materials Science",value:14,count:25},{group:"topic",caption:"Mathematics",value:15,count:11},{group:"topic",caption:"Medicine",value:16,count:116},{group:"topic",caption:"Nanotechnology and Nanomaterials",value:17,count:6},{group:"topic",caption:"Neuroscience",value:18,count:4},{group:"topic",caption:"Pharmacology, Toxicology and Pharmaceutical Science",value:19,count:9},{group:"topic",caption:"Physics",value:20,count:9},{group:"topic",caption:"Psychology",value:21,count:10},{group:"topic",caption:"Robotics",value:22,count:2},{group:"topic",caption:"Social Sciences",value:23,count:9},{group:"topic",caption:"Veterinary Medicine and Science",value:25,count:4}],offset:12,limit:12,total:4},popularBooks:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",editors:[{id:"144691",title:"Prof.",name:"Hosam M.",middleName:null,surname:"Saleh",slug:"hosam-m.-saleh",fullName:"Hosam M. Saleh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11012",title:"Radiopharmaceuticals",subtitle:"Current Research for Better Diagnosis and Therapy",isOpenForSubmission:!1,hash:"f9046d6f96148b285e776f384991120d",slug:"radiopharmaceuticals-current-research-for-better-diagnosis-and-therapy",bookSignature:"Farid A. Badria",coverURL:"https://cdn.intechopen.com/books/images_new/11012.jpg",editors:[{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9974",title:"E-Learning and Digital Education in the Twenty-First Century",subtitle:null,isOpenForSubmission:!1,hash:"88b58d66e975df20425fc1dfd22d53aa",slug:"e-learning-and-digital-education-in-the-twenty-first-century",bookSignature:"M. Mahruf C. Shohel",coverURL:"https://cdn.intechopen.com/books/images_new/9974.jpg",editors:[{id:"94099",title:"Dr.",name:"M. Mahruf C.",middleName:null,surname:"Shohel",slug:"m.-mahruf-c.-shohel",fullName:"M. Mahruf C. Shohel"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],offset:12,limit:12,total:4431},hotBookTopics:{hotBooks:[],offset:0,limit:12,total:null},publish:{},publishingProposal:{success:null,errors:{}},books:{featuredBooks:[{type:"book",id:"10858",title:"MOOC (Massive Open Online Courses)",subtitle:null,isOpenForSubmission:!1,hash:"d32f86793bc72dde32532f509b1ec5b0",slug:"mooc-massive-open-online-courses-",bookSignature:"Dragan Cvetković",coverURL:"https://cdn.intechopen.com/books/images_new/10858.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1677,editors:[{id:"101330",title:"Dr.",name:"Dragan",middleName:"Mladen",surname:"Cvetković",slug:"dragan-cvetkovic",fullName:"Dragan Cvetković"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10195",title:"Serotonin and the CNS",subtitle:"New Developments in Pharmacology and Therapeutics",isOpenForSubmission:!1,hash:"7ed9d96da98233a885bd2869a8056c36",slug:"serotonin-and-the-cns-new-developments-in-pharmacology-and-therapeutics",bookSignature:"Berend Olivier",coverURL:"https://cdn.intechopen.com/books/images_new/10195.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1337,editors:[{id:"71579",title:"Prof.",name:"Berend",middleName:null,surname:"Olivier",slug:"berend-olivier",fullName:"Berend Olivier"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10755",title:"Corporate Governance",subtitle:"Recent Advances and Perspectives",isOpenForSubmission:!1,hash:"ffe06d1d5c4bf0fc2e63511825fe1257",slug:"corporate-governance-recent-advances-and-perspectives",bookSignature:"Okechukwu Lawrence Emeagwali and Feyza Bhatti",coverURL:"https://cdn.intechopen.com/books/images_new/10755.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:1309,editors:[{id:"196317",title:"Associate Prof.",name:"Okechukwu Lawrence",middleName:null,surname:"Emeagwali",slug:"okechukwu-lawrence-emeagwali",fullName:"Okechukwu Lawrence Emeagwali"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11120",title:"Environmental Impact and Remediation of Heavy Metals",subtitle:null,isOpenForSubmission:!1,hash:"9e77514288e7394f1e6cd13481af3509",slug:"environmental-impact-and-remediation-of-heavy-metals",bookSignature:"Hosam M. Saleh and Amal I. Hassan",coverURL:"https://cdn.intechopen.com/books/images_new/11120.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:847,editors:[{id:"144691",title:"Prof.",name:"Hosam M.",middleName:null,surname:"Saleh",slug:"hosam-m.-saleh",fullName:"Hosam M. Saleh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"10901",title:"Grapes and Wine",subtitle:null,isOpenForSubmission:!1,hash:"5d7f2aa74874444bc6986e613ccebd7c",slug:"grapes-and-wine",bookSignature:"Antonio Morata, Iris Loira and Carmen González",coverURL:"https://cdn.intechopen.com/books/images_new/10901.jpg",publishedDate:"June 15th 2022",numberOfDownloads:2273,editors:[{id:"180952",title:"Prof.",name:"Antonio",middleName:null,surname:"Morata",slug:"antonio-morata",fullName:"Antonio Morata"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11080",title:"Engineering Principles",subtitle:"Welding and Residual Stresses",isOpenForSubmission:!1,hash:"6c07a13a113bce94174b40096f30fb5e",slug:"engineering-principles-welding-and-residual-stresses",bookSignature:"Kavian Omar Cooke and Ronaldo Câmara Cozza",coverURL:"https://cdn.intechopen.com/books/images_new/11080.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:591,editors:[{id:"138778",title:"Dr.",name:"Kavian",middleName:"Omar",surname:"Cooke",slug:"kavian-cooke",fullName:"Kavian Cooke"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",isOpenForSubmission:!1,hash:"742e6cae3a35686f975edc8d7f9afa94",slug:"essential-oils-advances-in-extractions-and-biological-applications",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:515,editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11029",title:"Hepatitis B",subtitle:null,isOpenForSubmission:!1,hash:"609701f502efc3538c112ff47a2c2119",slug:"hepatitis-b",bookSignature:"Luis Rodrigo",coverURL:"https://cdn.intechopen.com/books/images_new/11029.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:413,editors:[{id:"73208",title:"Prof.",name:"Luis",middleName:null,surname:"Rodrigo",slug:"luis-rodrigo",fullName:"Luis Rodrigo"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"9537",title:"Human Rights in the Contemporary World",subtitle:null,isOpenForSubmission:!1,hash:"54f05b93812fd434f3962956d6413a6b",slug:"human-rights-in-the-contemporary-world",bookSignature:"Trudy Corrigan",coverURL:"https://cdn.intechopen.com/books/images_new/9537.jpg",publishedDate:"June 8th 2022",numberOfDownloads:2194,editors:[{id:"197557",title:"Dr.",name:"Trudy",middleName:null,surname:"Corrigan",slug:"trudy-corrigan",fullName:"Trudy Corrigan"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}},{type:"book",id:"11371",title:"Cerebral Circulation",subtitle:"Updates on Models, Diagnostics and Treatments of Related Diseases",isOpenForSubmission:!1,hash:"e2d3335445d2852d0b906bb9750e939f",slug:"cerebral-circulation-updates-on-models-diagnostics-and-treatments-of-related-diseases",bookSignature:"Alba Scerrati, Luca Ricciardi and Flavia Dones",coverURL:"https://cdn.intechopen.com/books/images_new/11371.jpg",publishedDate:"June 23rd 2022",numberOfDownloads:341,editors:[{id:"182614",title:"Dr.",name:"Alba",middleName:null,surname:"Scerrati",slug:"alba-scerrati",fullName:"Alba Scerrati"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter"}}],latestBooks:[{type:"book",id:"11043",title:"Endometriosis",subtitle:"Recent Advances, New Perspectives and Treatments",isOpenForSubmission:!1,hash:"7baf1c70b11d41400bb9302ae9411ca4",slug:"endometriosis-recent-advances-new-perspectives-and-treatments",bookSignature:"Giovana Ap. Gonçalves",coverURL:"https://cdn.intechopen.com/books/images_new/11043.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"185930",title:"Associate Prof.",name:"Giovana",middleName:null,surname:"Gonçalves",slug:"giovana-goncalves",fullName:"Giovana Gonçalves"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10536",title:"Campylobacter",subtitle:null,isOpenForSubmission:!1,hash:"c4b132b741dd0a2ed539b824ab63965f",slug:"campylobacter",bookSignature:"Guillermo Tellez-Isaias and Saeed El-Ashram",coverURL:"https://cdn.intechopen.com/books/images_new/10536.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"73465",title:"Dr.",name:"Guillermo",middleName:null,surname:"Téllez",slug:"guillermo-tellez",fullName:"Guillermo Téllez"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10798",title:"Starch",subtitle:"Evolution and Recent Advances",isOpenForSubmission:!1,hash:"f197f6062c1574a9a90e50a369271bcf",slug:"starch-evolution-and-recent-advances",bookSignature:"Martins Ochubiojo Emeje",coverURL:"https://cdn.intechopen.com/books/images_new/10798.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"11083",title:"Hazardous Waste Management",subtitle:null,isOpenForSubmission:!1,hash:"d553bd4f6f1c4b115ca69bd19faac7dc",slug:"hazardous-waste-management",bookSignature:"Rajesh Banu Jeyakumar, Kavitha Sankarapandian and Yukesh Kannah Ravi",coverURL:"https://cdn.intechopen.com/books/images_new/11083.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"218539",title:"Dr.",name:"Rajesh Banu",middleName:null,surname:"Jeyakumar",slug:"rajesh-banu-jeyakumar",fullName:"Rajesh Banu Jeyakumar"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10848",title:"Tribology of Machine Elements",subtitle:"Fundamentals and Applications",isOpenForSubmission:!1,hash:"3c4ca4c4692ca8d4fa749b4ae81ec1fa",slug:"tribology-of-machine-elements-fundamentals-and-applications",bookSignature:"Giuseppe Pintaude, Tiago Cousseau and Anna Rudawska",coverURL:"https://cdn.intechopen.com/books/images_new/10848.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"18347",title:"Prof.",name:"Giuseppe",middleName:null,surname:"Pintaude",slug:"giuseppe-pintaude",fullName:"Giuseppe Pintaude"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10856",title:"Crude Oil",subtitle:"New Technologies and Recent Approaches",isOpenForSubmission:!1,hash:"8d0a7ca35b3de95b295dc4eab39a087e",slug:"crude-oil-new-technologies-and-recent-approaches",bookSignature:"Manar Elsayed Abdel-Raouf and Mohamed Hasan El-Keshawy",coverURL:"https://cdn.intechopen.com/books/images_new/10856.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"102626",title:"Prof.",name:"Manar",middleName:null,surname:"Elsayed Abdel-Raouf",slug:"manar-elsayed-abdel-raouf",fullName:"Manar Elsayed Abdel-Raouf"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9625",title:"Spinocerebellar Ataxia",subtitle:"Concepts, Particularities and Generalities",isOpenForSubmission:!1,hash:"365a7025fd46eb45de2549bdd9d50b98",slug:"spinocerebellar-ataxia-concepts-particularities-and-generalities",bookSignature:"Patricia Bozzetto Ambrosi",coverURL:"https://cdn.intechopen.com/books/images_new/9625.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"221787",title:"Dr.",name:"Patricia",middleName:null,surname:"Bozzetto Ambrosi",slug:"patricia-bozzetto-ambrosi",fullName:"Patricia Bozzetto Ambrosi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10905",title:"Plant Defense Mechanisms",subtitle:null,isOpenForSubmission:!1,hash:"84ad5b27dde5f01dc76087d0fd6fa834",slug:"plant-defense-mechanisms",bookSignature:"Josphert Ngui Kimatu",coverURL:"https://cdn.intechopen.com/books/images_new/10905.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"224171",title:"Prof.",name:"Josphert N.",middleName:null,surname:"Kimatu",slug:"josphert-n.-kimatu",fullName:"Josphert N. Kimatu"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10686",title:"Natural Gas",subtitle:"New Perspectives and Future Developments",isOpenForSubmission:!1,hash:"581763788a6a59e653a9d1d9b5a42d79",slug:"natural-gas-new-perspectives-and-future-developments",bookSignature:"Maryam Takht Ravanchi",coverURL:"https://cdn.intechopen.com/books/images_new/10686.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"2416",title:"Dr.",name:"Maryam",middleName:null,surname:"Takht Ravanchi",slug:"maryam-takht-ravanchi",fullName:"Maryam Takht Ravanchi"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"10988",title:"Railway Transport Planning and Manageme",subtitle:null,isOpenForSubmission:!1,hash:"5cb54cc53caedad9ec78372563c82e2c",slug:"railway-transport-planning-and-management",bookSignature:"Stefano de Luca, Roberta Di Pace and Chiara Fiori",coverURL:"https://cdn.intechopen.com/books/images_new/10988.jpg",editedByType:"Edited by",publishedDate:"June 28th 2022",editors:[{id:"271061",title:"Prof.",name:"Stefano",middleName:null,surname:"de Luca",slug:"stefano-de-luca",fullName:"Stefano de Luca"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},subject:{topic:{id:"286",title:"Educational Technology",slug:"technology-educational-technology",parent:{id:"24",title:"Technology",slug:"technology"},numberOfBooks:3,numberOfSeries:0,numberOfAuthorsAndEditors:52,numberOfWosCitations:21,numberOfCrossrefCitations:50,numberOfDimensionsCitations:82,videoUrl:null,fallbackUrl:null,description:null},booksByTopicFilter:{topicId:"286",sort:"-publishedDate",limit:12,offset:0},booksByTopicCollection:[{type:"book",id:"7803",title:"The Role of Technology in Education",subtitle:null,isOpenForSubmission:!1,hash:"93a33294f975d3744277e5b512106416",slug:"the-role-of-technology-in-education",bookSignature:"Fahriye Altlnay",coverURL:"https://cdn.intechopen.com/books/images_new/7803.jpg",editedByType:"Edited by",editors:[{id:"189778",title:"Dr.",name:"Fahriye",middleName:null,surname:"Altınay",slug:"fahriye-altinay",fullName:"Fahriye Altınay"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"6533",title:"Trends in E-learning",subtitle:null,isOpenForSubmission:!1,hash:"726d662a0d3169eb6732feb5f0e0f47b",slug:"trends-in-e-learning",bookSignature:"Mahmut Sinecen",coverURL:"https://cdn.intechopen.com/books/images_new/6533.jpg",editedByType:"Edited by",editors:[{id:"178216",title:"Dr.",name:"Mahmut",middleName:null,surname:"Sinecen",slug:"mahmut-sinecen",fullName:"Mahmut Sinecen"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"5845",title:"Science Education",subtitle:"Research and New Technologies",isOpenForSubmission:!1,hash:"3a5bc4e2fb238f48fde3bd603ab475ff",slug:"science-education-research-and-new-technologies",bookSignature:"Antonio Vanderlei Dos Santos and Joao Carlos Krause",coverURL:"https://cdn.intechopen.com/books/images_new/5845.jpg",editedByType:"Edited by",editors:[{id:"174020",title:"Ph.D.",name:"Antonio",middleName:null,surname:"Dos Santos",slug:"antonio-dos-santos",fullName:"Antonio Dos Santos"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:3,seriesByTopicCollection:[],seriesByTopicTotal:0,mostCitedChapters:[{id:"60465",doi:"10.5772/intechopen.75702",title:"The Good, the Bad, and the Ugly of Distance Learning in Higher Education",slug:"the-good-the-bad-and-the-ugly-of-distance-learning-in-higher-education",totalDownloads:5051,totalCrossrefCites:18,totalDimensionsCites:31,abstract:"The chapter deals with opportunities and challenges of distance learning in higher education. One challenge comes from the changing perceptions of what learning is all about. The second challenge comes from new learning opportunities that technology now affords. Constructivism, interpretivism, and computing technology, separately and often together, have redesigned the conception of the challenges and opportunities of learning, and brought about new learning possibilities for almost all teaching and learning situations, including traditional classroom teaching, distance learning, and self-learning. Computer-supported learning environments could have good problems that will stimulate students to explore and reflect on their knowledge construction. Students who cannot afford higher education are discouraged from seeking or completing a degree. Distance learning-based programs could increase access for students to higher education, whereas open and distance-learning programs may be difficult to implement in the laboratory sciences, but they have real potential to maximize the use of technology.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Vimbi Petrus Mahlangu",authors:[{id:"196797",title:"Prof.",name:"Vimbi",middleName:"Petrus",surname:"Mahlangu",slug:"vimbi-mahlangu",fullName:"Vimbi Mahlangu"}]},{id:"59935",doi:"10.5772/intechopen.74843",title:"The Challenges of E-learning in South Africa",slug:"the-challenges-of-e-learning-in-south-africa",totalDownloads:2604,totalCrossrefCites:11,totalDimensionsCites:19,abstract:"The University of South Africa (UNISA) is the largest open distance e-learning (ODeL) university in the continent of Africa, with a student headcount more than 300,000. Over two decades after the transition from apartheid to democracy, vast inequalities across race, class, gender and socio-economic status persist in South Africa, with the majority of the African people being the most affected. Demographically, the African people constitute about 80.8% of the country’s total population, compared to whites, who constitute a meagre 8.8%, yet African households carry the highest burden of poverty, living way below the official poverty line of $1.90/day as determined by the World Bank and other international agencies. This chapter explores these inequalities and ponders on the role of e-learning for this poorest section of society in a country where modern technological devises in the form of information and communication technologies (ICTs) and access to the Internet are perceived to be ubiquitous. South Africa’s Department of Higher Education and Training (DHET) commits to “an expansion of open and distance education and the establishment of more ‘satellite’ premises where universities or colleges provide classes at places and times convenient to students (including in rural areas)”. This chapter also explores the role of UNISA in the provision of distance learning through structured and sustainable e-learning.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Moeketsi Letseka, Matsephe Martha Letseka and Victor Pitsoe",authors:[{id:"187812",title:"Prof.",name:"Victor",middleName:"Justice",surname:"Pitsoe",slug:"victor-pitsoe",fullName:"Victor Pitsoe"},{id:"195883",title:"Dr.",name:"Matsephe M.",middleName:null,surname:"Letseka",slug:"matsephe-m.-letseka",fullName:"Matsephe M. Letseka"},{id:"210131",title:"Dr.",name:"Moeketsi",middleName:null,surname:"Letseka",slug:"moeketsi-letseka",fullName:"Moeketsi Letseka"}]},{id:"59392",doi:"10.5772/intechopen.74287",title:"Fixing the ‘Ready’ in E-Learning Readiness",slug:"fixing-the-ready-in-e-learning-readiness",totalDownloads:1155,totalCrossrefCites:5,totalDimensionsCites:7,abstract:"Evaluating the effectiveness of e-learning systems (ELSs) for course delivery can be achieved by measuring the user’s level of readiness for the ELS. While e-learning readiness (e-readiness) is well researched using several models, studies generally provide recommendations for the institution or instructor. However, most students are typically not equipped for using the ELS. This chapter focuses on assisting students in online and face-to-face courses who have e-readiness challenges when accessing an ELS throughout a semester. A survey captures responses on their technological, lifestyle and learning preparedness for the ELS to produce an e-readiness score. A modified DeLone and McLean model evaluates the impact of their level of e-readiness during their use of the ELS. Identifying where and when students have difficulties, pinpointing their deficits or recommending the more appropriate modality could help students achieve a positive course outcome.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Glenda H. E. Gay",authors:[{id:"225677",title:"Dr.",name:"Glenda",middleName:"H. E.",surname:"H.E. Gay",slug:"glenda-h.e.-gay",fullName:"Glenda H.E. Gay"}]},{id:"59762",doi:"10.5772/intechopen.74862",title:"Applying a Usability Technique in the Open Source Software Development Process: Experiences from the Trenches",slug:"applying-a-usability-technique-in-the-open-source-software-development-process-experiences-from-the-",totalDownloads:904,totalCrossrefCites:2,totalDimensionsCites:4,abstract:"The growth in the number of non-developer open source software (OSS) application users has drawn attention to usability in the OSS community. OSS communities do not generally know how to apply usability techniques and are unclear about which techniques to use in each activity of the development process. The aim of our research is to determine the feasibility of applying the focus groups technique in the OSS ERMaster project. To do this, we participated as project volunteers. We used the case study research method to investigate technique application and OSS community participation. As a result, we identified adverse conditions that were an obstacle to the application of the original technique. We then adapted the technique to make it applicable in an OSS project. We can conclude that was not easy to recruit OSS users and developers to participate in technique application.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Lucrecia Llerena, Nancy Rodriguez, Mayra Llerena, John W. Castro\nand Silvia T. Acuña",authors:[{id:"231253",title:"M.Sc.",name:"Lucrecia",middleName:null,surname:"Llerena",slug:"lucrecia-llerena",fullName:"Lucrecia Llerena"},{id:"231767",title:"MSc.",name:"Nancy",middleName:null,surname:"Rodriguez",slug:"nancy-rodriguez",fullName:"Nancy Rodriguez"},{id:"231769",title:"Dr.",name:"John W.",middleName:null,surname:"Castro",slug:"john-w.-castro",fullName:"John W. Castro"},{id:"231770",title:"Dr.",name:"Silvia T.",middleName:null,surname:"Acuña",slug:"silvia-t.-acuna",fullName:"Silvia T. Acuña"},{id:"231771",title:"MSc.",name:"Rosa Mayra",middleName:null,surname:"Llerena",slug:"rosa-mayra-llerena",fullName:"Rosa Mayra Llerena"}]},{id:"66544",doi:"10.5772/intechopen.85712",title:"Factors Affecting the Utilization and Adoption of Technology in Education",slug:"factors-affecting-the-utilization-and-adoption-of-technology-in-education",totalDownloads:1039,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"Education is vital in any type of society for the conservation of lives of its associates and the preservation of the public formation. The rationale of this chapter is not only to reveal the role of technology in education but also to reveal the factors affecting the proper utilization and adoption of technology in education. Prior studies carried out by researchers confirm that technology utilization and adoption in education undeniably helps teachers and learners in the teaching and learning process. This chapter serves as a stepping stone to support teachers to do better in utilizing and adopting technology in education to a certain extent as an alternative of overlooking their thoughts, efforts and desires in blindly trying to vie with the swift change of technology in education in this epoch. Hence, this chapter discusses technology in education, the roles of technology in education, factors associated with technology utilization and adoption in education and the factors that limit the proper utilization and adoption of technology in education.",book:{id:"7803",slug:"the-role-of-technology-in-education",title:"The Role of Technology in Education",fullTitle:"The Role of Technology in Education"},signatures:"Aliyu Mustapha, Abdulkadir Mohammed, Abdullahi Raji Egigogo, Abdullahi Abubakar Kutiriko and Ahmed Haruna Dokoro",authors:[{id:"284060",title:"M.Sc.",name:"Aliyu",middleName:null,surname:"Mustapha",slug:"aliyu-mustapha",fullName:"Aliyu Mustapha"},{id:"294267",title:"Dr.",name:"Abdulkadir",middleName:null,surname:"Mohammed",slug:"abdulkadir-mohammed",fullName:"Abdulkadir Mohammed"},{id:"294268",title:"MSc.",name:"Abdullahi",middleName:null,surname:"Raji Egigogo",slug:"abdullahi-raji-egigogo",fullName:"Abdullahi Raji Egigogo"},{id:"294270",title:"MSc.",name:"Abdullahi",middleName:null,surname:"Abubakar Kutiriko",slug:"abdullahi-abubakar-kutiriko",fullName:"Abdullahi Abubakar Kutiriko"},{id:"294272",title:"MSc.",name:"Ahmed",middleName:null,surname:"Haruna Dokoro",slug:"ahmed-haruna-dokoro",fullName:"Ahmed Haruna Dokoro"}]}],mostDownloadedChaptersLast30Days:[{id:"60465",title:"The Good, the Bad, and the Ugly of Distance Learning in Higher Education",slug:"the-good-the-bad-and-the-ugly-of-distance-learning-in-higher-education",totalDownloads:5052,totalCrossrefCites:18,totalDimensionsCites:31,abstract:"The chapter deals with opportunities and challenges of distance learning in higher education. One challenge comes from the changing perceptions of what learning is all about. The second challenge comes from new learning opportunities that technology now affords. Constructivism, interpretivism, and computing technology, separately and often together, have redesigned the conception of the challenges and opportunities of learning, and brought about new learning possibilities for almost all teaching and learning situations, including traditional classroom teaching, distance learning, and self-learning. Computer-supported learning environments could have good problems that will stimulate students to explore and reflect on their knowledge construction. Students who cannot afford higher education are discouraged from seeking or completing a degree. Distance learning-based programs could increase access for students to higher education, whereas open and distance-learning programs may be difficult to implement in the laboratory sciences, but they have real potential to maximize the use of technology.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Vimbi Petrus Mahlangu",authors:[{id:"196797",title:"Prof.",name:"Vimbi",middleName:"Petrus",surname:"Mahlangu",slug:"vimbi-mahlangu",fullName:"Vimbi Mahlangu"}]},{id:"59935",title:"The Challenges of E-learning in South Africa",slug:"the-challenges-of-e-learning-in-south-africa",totalDownloads:2604,totalCrossrefCites:11,totalDimensionsCites:19,abstract:"The University of South Africa (UNISA) is the largest open distance e-learning (ODeL) university in the continent of Africa, with a student headcount more than 300,000. Over two decades after the transition from apartheid to democracy, vast inequalities across race, class, gender and socio-economic status persist in South Africa, with the majority of the African people being the most affected. Demographically, the African people constitute about 80.8% of the country’s total population, compared to whites, who constitute a meagre 8.8%, yet African households carry the highest burden of poverty, living way below the official poverty line of $1.90/day as determined by the World Bank and other international agencies. This chapter explores these inequalities and ponders on the role of e-learning for this poorest section of society in a country where modern technological devises in the form of information and communication technologies (ICTs) and access to the Internet are perceived to be ubiquitous. South Africa’s Department of Higher Education and Training (DHET) commits to “an expansion of open and distance education and the establishment of more ‘satellite’ premises where universities or colleges provide classes at places and times convenient to students (including in rural areas)”. This chapter also explores the role of UNISA in the provision of distance learning through structured and sustainable e-learning.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Moeketsi Letseka, Matsephe Martha Letseka and Victor Pitsoe",authors:[{id:"187812",title:"Prof.",name:"Victor",middleName:"Justice",surname:"Pitsoe",slug:"victor-pitsoe",fullName:"Victor Pitsoe"},{id:"195883",title:"Dr.",name:"Matsephe M.",middleName:null,surname:"Letseka",slug:"matsephe-m.-letseka",fullName:"Matsephe M. Letseka"},{id:"210131",title:"Dr.",name:"Moeketsi",middleName:null,surname:"Letseka",slug:"moeketsi-letseka",fullName:"Moeketsi Letseka"}]},{id:"60282",title:"New Trends in e-Learning",slug:"new-trends-in-e-learning",totalDownloads:1476,totalCrossrefCites:1,totalDimensionsCites:2,abstract:"Guidance work is needed to learn about the current state of e-learning and to guide future research. In recent studies, e-learning environments appear to be under different headings in recent years. These new topics are mainly aimed at providing an up-to-date explanation on e-learning in this section. New trends in e-learning will be covered under artificial intelligence (AI), micro credentials, big data, virtual and empowered reality, blended learning, cloud e-learning, gamification, mobile learning, Internet of things, and online video. With this study, it is aimed to shed light on the concept of e-learning. In addition, e-learning environments focus on new possibilities for learners. Everyday, e-learning environments bring out new antagonistic concepts. As these new concepts rapidly entered our lives, they began to become indispensable materials in the field of education. New e-learning environments are being used as platforms that are related to each other. They essentially support the concept of e-learning.",book:{id:"6533",slug:"trends-in-e-learning",title:"Trends in E-learning",fullTitle:"Trends in E-learning"},signatures:"Fatih Çağatay Baz",authors:[{id:"241866",title:"Dr.",name:"Fatih Çağatay",middleName:null,surname:"Baz",slug:"fatih-cagatay-baz",fullName:"Fatih Çağatay Baz"}]},{id:"66544",title:"Factors Affecting the Utilization and Adoption of Technology in Education",slug:"factors-affecting-the-utilization-and-adoption-of-technology-in-education",totalDownloads:1039,totalCrossrefCites:3,totalDimensionsCites:3,abstract:"Education is vital in any type of society for the conservation of lives of its associates and the preservation of the public formation. The rationale of this chapter is not only to reveal the role of technology in education but also to reveal the factors affecting the proper utilization and adoption of technology in education. Prior studies carried out by researchers confirm that technology utilization and adoption in education undeniably helps teachers and learners in the teaching and learning process. This chapter serves as a stepping stone to support teachers to do better in utilizing and adopting technology in education to a certain extent as an alternative of overlooking their thoughts, efforts and desires in blindly trying to vie with the swift change of technology in education in this epoch. Hence, this chapter discusses technology in education, the roles of technology in education, factors associated with technology utilization and adoption in education and the factors that limit the proper utilization and adoption of technology in education.",book:{id:"7803",slug:"the-role-of-technology-in-education",title:"The Role of Technology in Education",fullTitle:"The Role of Technology in Education"},signatures:"Aliyu Mustapha, Abdulkadir Mohammed, Abdullahi Raji Egigogo, Abdullahi Abubakar Kutiriko and Ahmed Haruna Dokoro",authors:[{id:"284060",title:"M.Sc.",name:"Aliyu",middleName:null,surname:"Mustapha",slug:"aliyu-mustapha",fullName:"Aliyu Mustapha"},{id:"294267",title:"Dr.",name:"Abdulkadir",middleName:null,surname:"Mohammed",slug:"abdulkadir-mohammed",fullName:"Abdulkadir Mohammed"},{id:"294268",title:"MSc.",name:"Abdullahi",middleName:null,surname:"Raji Egigogo",slug:"abdullahi-raji-egigogo",fullName:"Abdullahi Raji Egigogo"},{id:"294270",title:"MSc.",name:"Abdullahi",middleName:null,surname:"Abubakar Kutiriko",slug:"abdullahi-abubakar-kutiriko",fullName:"Abdullahi Abubakar Kutiriko"},{id:"294272",title:"MSc.",name:"Ahmed",middleName:null,surname:"Haruna Dokoro",slug:"ahmed-haruna-dokoro",fullName:"Ahmed Haruna Dokoro"}]},{id:"55358",title:"Electric Power System Simulator Tool in MATLAB",slug:"electric-power-system-simulator-tool-in-matlab",totalDownloads:1891,totalCrossrefCites:1,totalDimensionsCites:1,abstract:"An electric power system is a network of electrical components used to supply, transmit, and use electric power. An example of an electric power system is the network that supplies a region’s homes and industry with power. Due to the complexity and nonlinearity of the power system, hand calculations may be very complicated in some cases, especially when the number of buses or inputs is very large. Here comes the role of software for convergence, time saving, and accuracy. The “Electric Power System Simulator” focuses on three main concepts in power system analysis, the “Power Flow Calculation,” “Faults Calculation,” and “Economic Dispatch Calculation.”",book:{id:"5845",slug:"science-education-research-and-new-technologies",title:"Science Education",fullTitle:"Science Education - Research and New Technologies"},signatures:"Mohamad Arnaout, Rabih Rammal and Samih Abdulnabi",authors:[{id:"197142",title:"Dr.",name:"Mohamad",middleName:null,surname:"Arnaout",slug:"mohamad-arnaout",fullName:"Mohamad Arnaout"},{id:"197817",title:"Dr.",name:"Rabih",middleName:null,surname:"Rammal",slug:"rabih-rammal",fullName:"Rabih Rammal"},{id:"208244",title:"Dr.",name:"Samih",middleName:null,surname:"Abdulnabi",slug:"samih-abdulnabi",fullName:"Samih Abdulnabi"}]}],onlineFirstChaptersFilter:{topicId:"286",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:0,limit:8,total:null},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:9,numberOfPublishedChapters:89,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:104,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:32,numberOfPublishedChapters:318,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:12,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:11,numberOfPublishedChapters:141,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:8,numberOfPublishedChapters:129,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:113,numberOfOpenTopics:3,numberOfUpcomingTopics:1,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:106,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2632-0517",doi:"10.5772/intechopen.73681",isOpenForSubmission:!0}],sshSeriesList:[{id:"22",title:"Business, Management and Economics",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:5,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:0,numberOfPublishedChapters:15,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:null,doi:"10.5772/intechopen.100361",isOpenForSubmission:!0}],testimonialsList:[{id:"6",text:"It is great to work with the IntechOpen to produce a worthwhile collection of research that also becomes a great educational resource and guide for future research endeavors.",author:{id:"259298",name:"Edward",surname:"Narayan",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/259298/images/system/259298.jpeg",slug:"edward-narayan",institution:{id:"3",name:"University of Queensland",country:{id:null,name:"Australia"}}}},{id:"13",text:"The collaboration with and support of the technical staff of IntechOpen is fantastic. The whole process of submitting an article and editing of the submitted article goes extremely smooth and fast, the number of reads and downloads of chapters is high, and the contributions are also frequently cited.",author:{id:"55578",name:"Antonio",surname:"Jurado-Navas",institutionString:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRisIQAS/Profile_Picture_1626166543950",slug:"antonio-jurado-navas",institution:{id:"720",name:"University of Malaga",country:{id:null,name:"Spain"}}}}]},series:{item:{id:"7",title:"Biomedical Engineering",doi:"10.5772/intechopen.71985",issn:"2631-5343",scope:"Biomedical Engineering is one of the fastest-growing interdisciplinary branches of science and industry. The combination of electronics and computer science with biology and medicine has improved patient diagnosis, reduced rehabilitation time, and helped to facilitate a better quality of life. Nowadays, all medical imaging devices, medical instruments, or new laboratory techniques result from the cooperation of specialists in various fields. The series of Biomedical Engineering books covers such areas of knowledge as chemistry, physics, electronics, medicine, and biology. This series is intended for doctors, engineers, and scientists involved in biomedical engineering or those wanting to start working in this field.",coverUrl:"https://cdn.intechopen.com/series/covers/7.jpg",latestPublicationDate:"June 25th, 2022",hasOnlineFirst:!0,numberOfPublishedBooks:12,editor:{id:"50150",title:"Prof.",name:"Robert",middleName:null,surname:"Koprowski",slug:"robert-koprowski",fullName:"Robert Koprowski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTYNQA4/Profile_Picture_1630478535317",biography:"Robert Koprowski, MD (1997), PhD (2003), Habilitation (2015), is an employee of the University of Silesia, Poland, Institute of Computer Science, Department of Biomedical Computer Systems. For 20 years, he has studied the analysis and processing of biomedical images, emphasizing the full automation of measurement for a large inter-individual variability of patients. Dr. Koprowski has authored more than a hundred research papers with dozens in impact factor (IF) journals and has authored or co-authored six books. Additionally, he is the author of several national and international patents in the field of biomedical devices and imaging. Since 2011, he has been a reviewer of grants and projects (including EU projects) in biomedical engineering.",institutionString:null,institution:{name:"University of Silesia",institutionURL:null,country:{name:"Poland"}}},editorTwo:null,editorThree:null},subseries:{paginationCount:3,paginationItems:[{id:"7",title:"Bioinformatics and Medical Informatics",coverUrl:"https://cdn.intechopen.com/series_topics/covers/7.jpg",isOpenForSubmission:!0,editor:{id:"351533",title:"Dr.",name:"Slawomir",middleName:null,surname:"Wilczynski",slug:"slawomir-wilczynski",fullName:"Slawomir Wilczynski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035U1loQAC/Profile_Picture_1630074514792",biography:"Professor Sławomir Wilczyński, Head of the Chair of Department of Basic Biomedical Sciences, Faculty of Pharmaceutical Sciences, Medical University of Silesia in Katowice, Poland. His research interests are focused on modern imaging methods used in medicine and pharmacy, including in particular hyperspectral imaging, dynamic thermovision analysis, high-resolution ultrasound, as well as other techniques such as EPR, NMR and hemispheric directional reflectance. Author of over 100 scientific works, patents and industrial designs. Expert of the Polish National Center for Research and Development, Member of the Investment Committee in the Bridge Alfa NCBiR program, expert of the Polish Ministry of Funds and Regional Policy, Polish Medical Research Agency. Editor-in-chief of the journal in the field of aesthetic medicine and dermatology - Aesthetica.",institutionString:null,institution:{name:"Medical University of Silesia",institutionURL:null,country:{name:"Poland"}}},editorTwo:null,editorThree:null},{id:"8",title:"Bioinspired Technology and Biomechanics",coverUrl:"https://cdn.intechopen.com/series_topics/covers/8.jpg",isOpenForSubmission:!0,editor:{id:"144937",title:"Prof.",name:"Adriano",middleName:"De Oliveira",surname:"Andrade",slug:"adriano-andrade",fullName:"Adriano Andrade",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRC8QQAW/Profile_Picture_1625219101815",biography:"Dr. Adriano de Oliveira Andrade graduated in Electrical Engineering at the Federal University of Goiás (Brazil) in 1997. He received his MSc and PhD in Biomedical Engineering respectively from the Federal University of Uberlândia (UFU, Brazil) in 2000 and from the University of Reading (UK) in 2005. He completed a one-year Post-Doctoral Fellowship awarded by the DFAIT (Foreign Affairs and International Trade Canada) at the Institute of Biomedical Engineering of the University of New Brunswick (Canada) in 2010. Currently, he is Professor in the Faculty of Electrical Engineering (UFU). He has authored and co-authored more than 200 peer-reviewed publications in Biomedical Engineering. He has been a researcher of The National Council for Scientific and Technological Development (CNPq-Brazil) since 2009. He has served as an ad-hoc consultant for CNPq, CAPES (Coordination for the Improvement of Higher Education Personnel), FINEP (Brazilian Innovation Agency), and other funding bodies on several occasions. He was the Secretary of the Brazilian Society of Biomedical Engineering (SBEB) from 2015 to 2016, President of SBEB (2017-2018) and Vice-President of SBEB (2019-2020). He was the head of the undergraduate program in Biomedical Engineering of the Federal University of Uberlândia (2015 - June/2019) and the head of the Centre for Innovation and Technology Assessment in Health (NIATS/UFU) since 2010. He is the head of the Postgraduate Program in Biomedical Engineering (UFU, July/2019 - to date). He was the secretary of the Parkinson's Disease Association of Uberlândia (2018-2019). Dr. Andrade's primary area of research is focused towards getting information from the neuromuscular system to understand its strategies of organization, adaptation and controlling in the context of motor neuron diseases. His research interests include Biomedical Signal Processing and Modelling, Assistive Technology, Rehabilitation Engineering, Neuroengineering and Parkinson's Disease.",institutionString:null,institution:{name:"Federal University of Uberlândia",institutionURL:null,country:{name:"Brazil"}}},editorTwo:null,editorThree:null},{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering",coverUrl:"https://cdn.intechopen.com/series_topics/covers/9.jpg",isOpenForSubmission:!0,editor:{id:"126286",title:"Dr.",name:"Luis",middleName:"Jesús",surname:"Villarreal-Gómez",slug:"luis-villarreal-gomez",fullName:"Luis Villarreal-Gómez",profilePictureURL:"https://mts.intechopen.com/storage/users/126286/images/system/126286.jpg",biography:"Dr. Luis Villarreal is a research professor from the Facultad de Ciencias de la Ingeniería y Tecnología, Universidad Autónoma de Baja California, Tijuana, Baja California, México. Dr. Villarreal is the editor in chief and founder of the Revista de Ciencias Tecnológicas (RECIT) (https://recit.uabc.mx/) and is a member of several editorial and reviewer boards for numerous international journals. He has published more than thirty international papers and reviewed more than ninety-two manuscripts. His research interests include biomaterials, nanomaterials, bioengineering, biosensors, drug delivery systems, and tissue engineering.",institutionString:null,institution:{name:"Autonomous University of Baja California",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null}]},overviewPageOFChapters:{paginationCount:23,paginationItems:[{id:"82392",title:"Nanomaterials as Novel Biomarkers for Cancer Nanotheranostics: State of the Art",doi:"10.5772/intechopen.105700",signatures:"Hao Yu, Zhihai Han, Cunrong Chen and Leisheng Zhang",slug:"nanomaterials-as-novel-biomarkers-for-cancer-nanotheranostics-state-of-the-art",totalDownloads:13,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering - Annual Volume 2022",coverURL:"https://cdn.intechopen.com/books/images_new/11405.jpg",subseries:{id:"9",title:"Biotechnology - Biosensors, Biomaterials and Tissue Engineering"}}},{id:"82184",title:"Biological Sensing Using Infrared SPR Devices Based on ZnO",doi:"10.5772/intechopen.104562",signatures:"Hiroaki Matsui",slug:"biological-sensing-using-infrared-spr-devices-based-on-zno",totalDownloads:4,totalCrossrefCites:0,totalDimensionsCites:0,authors:[{name:"Hiroaki",surname:"Matsui"}],book:{title:"Biosignal Processing",coverURL:"https://cdn.intechopen.com/books/images_new/11153.jpg",subseries:{id:"7",title:"Bioinformatics and Medical Informatics"}}},{id:"82122",title:"Recent Advances in Biosensing in Tissue Engineering and Regenerative Medicine",doi:"10.5772/intechopen.104922",signatures:"Alma T. Banigo, Chigozie A. Nnadiekwe and Emmanuel M. Beasi",slug:"recent-advances-in-biosensing-in-tissue-engineering-and-regenerative-medicine",totalDownloads:13,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Biosignal Processing",coverURL:"https://cdn.intechopen.com/books/images_new/11153.jpg",subseries:{id:"7",title:"Bioinformatics and Medical Informatics"}}},{id:"82080",title:"The Clinical Usefulness of Prostate Cancer Biomarkers: Current and Future Directions",doi:"10.5772/intechopen.103172",signatures:"Donovan McGrowder, Lennox Anderson-Jackson, Lowell Dilworth, Shada Mohansingh, Melisa Anderson Cross, Sophia Bryan, Fabian Miller, Cameil Wilson-Clarke, Chukwuemeka Nwokocha, Ruby Alexander-Lindo and Shelly McFarlane",slug:"the-clinical-usefulness-of-prostate-cancer-biomarkers-current-and-future-directions",totalDownloads:14,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Cancer Bioinformatics",coverURL:"https://cdn.intechopen.com/books/images_new/10661.jpg",subseries:{id:"7",title:"Bioinformatics and Medical Informatics"}}}]},overviewPagePublishedBooks:{paginationCount:12,paginationItems:[{type:"book",id:"6692",title:"Medical and Biological Image Analysis",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/6692.jpg",slug:"medical-and-biological-image-analysis",publishedDate:"July 4th 2018",editedByType:"Edited by",bookSignature:"Robert Koprowski",hash:"e75f234a0fc1988d9816a94e4c724deb",volumeInSeries:1,fullTitle:"Medical and Biological Image Analysis",editors:[{id:"50150",title:"Prof.",name:"Robert",middleName:null,surname:"Koprowski",slug:"robert-koprowski",fullName:"Robert Koprowski",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYTYNQA4/Profile_Picture_1630478535317",biography:"Robert Koprowski, MD (1997), PhD (2003), Habilitation (2015), is an employee of the University of Silesia, Poland, Institute of Computer Science, Department of Biomedical Computer Systems. For 20 years, he has studied the analysis and processing of biomedical images, emphasizing the full automation of measurement for a large inter-individual variability of patients. Dr. Koprowski has authored more than a hundred research papers with dozens in impact factor (IF) journals and has authored or co-authored six books. Additionally, he is the author of several national and international patents in the field of biomedical devices and imaging. Since 2011, he has been a reviewer of grants and projects (including EU projects) in biomedical engineering.",institutionString:null,institution:{name:"University of Silesia",institutionURL:null,country:{name:"Poland"}}}]},{type:"book",id:"7218",title:"OCT",subtitle:"Applications in Ophthalmology",coverURL:"https://cdn.intechopen.com/books/images_new/7218.jpg",slug:"oct-applications-in-ophthalmology",publishedDate:"September 19th 2018",editedByType:"Edited by",bookSignature:"Michele Lanza",hash:"e3a3430cdfd6999caccac933e4613885",volumeInSeries:2,fullTitle:"OCT - Applications in Ophthalmology",editors:[{id:"240088",title:"Prof.",name:"Michele",middleName:null,surname:"Lanza",slug:"michele-lanza",fullName:"Michele Lanza",profilePictureURL:"https://mts.intechopen.com/storage/users/240088/images/system/240088.png",biography:"Michele Lanza is Associate Professor of Ophthalmology at Università della Campania, Luigi Vanvitelli, Napoli, Italy. His fields of interest are anterior segment disease, keratoconus, glaucoma, corneal dystrophies, and cataracts. His research topics include\nintraocular lens power calculation, eye modification induced by refractive surgery, glaucoma progression, and validation of new diagnostic devices in ophthalmology. \nHe has published more than 100 papers in international and Italian scientific journals, more than 60 in journals with impact factors, and chapters in international and Italian books. He has also edited two international books and authored more than 150 communications or posters for the most important international and Italian ophthalmology conferences.",institutionString:'University of Campania "Luigi Vanvitelli"',institution:{name:'University of Campania "Luigi Vanvitelli"',institutionURL:null,country:{name:"Italy"}}}]},{type:"book",id:"7560",title:"Non-Invasive Diagnostic Methods",subtitle:"Image Processing",coverURL:"https://cdn.intechopen.com/books/images_new/7560.jpg",slug:"non-invasive-diagnostic-methods-image-processing",publishedDate:"December 19th 2018",editedByType:"Edited by",bookSignature:"Mariusz Marzec and Robert Koprowski",hash:"d92fd8cf5a90a47f2b8a310837a5600e",volumeInSeries:3,fullTitle:"Non-Invasive Diagnostic Methods - Image Processing",editors:[{id:"253468",title:"Dr.",name:"Mariusz",middleName:null,surname:"Marzec",slug:"mariusz-marzec",fullName:"Mariusz Marzec",profilePictureURL:"https://mts.intechopen.com/storage/users/253468/images/system/253468.png",biography:"An assistant professor at Department of Biomedical Computer Systems, at Institute of Computer Science, Silesian University in Katowice. Scientific interests: computer analysis and processing of images, biomedical images, databases and programming languages. He is an author and co-author of scientific publications covering analysis and processing of biomedical images and development of database systems.",institutionString:"University of Silesia",institution:null}]},{type:"book",id:"6843",title:"Biomechanics",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/6843.jpg",slug:"biomechanics",publishedDate:"January 30th 2019",editedByType:"Edited by",bookSignature:"Hadi Mohammadi",hash:"85132976010be1d7f3dbd88662b785e5",volumeInSeries:4,fullTitle:"Biomechanics",editors:[{id:"212432",title:"Prof.",name:"Hadi",middleName:null,surname:"Mohammadi",slug:"hadi-mohammadi",fullName:"Hadi Mohammadi",profilePictureURL:"https://mts.intechopen.com/storage/users/212432/images/system/212432.jpeg",biography:"Dr. Hadi Mohammadi is a biomedical engineer with hands-on experience in the design and development of many engineering structures and medical devices through various projects that he has been involved in over the past twenty years. Dr. Mohammadi received his BSc. and MSc. degrees in Mechanical Engineering from Sharif University of Technology, Tehran, Iran, and his PhD. degree in Biomedical Engineering (biomaterials) from the University of Western Ontario. He was a postdoctoral trainee for almost four years at University of Calgary and Harvard Medical School. He is an industry innovator having created the technology to produce lifelike synthetic platforms that can be used for the simulation of almost all cardiovascular reconstructive surgeries. He’s been heavily involved in the design and development of cardiovascular devices and technology for the past 10 years. He is currently an Assistant Professor with the University of British Colombia, Canada.",institutionString:"University of British Columbia",institution:{name:"University of British Columbia",institutionURL:null,country:{name:"Canada"}}}]}]},openForSubmissionBooks:{paginationCount:3,paginationItems:[{id:"11578",title:"Antibiotics and Probiotics in Animal Food - Impact and Regulation",coverURL:"https://cdn.intechopen.com/books/images_new/11578.jpg",hash:"3731c009f474c6ed4293f348ca7b27ac",secondStepPassed:!0,currentStepOfPublishingProcess:3,submissionDeadline:"June 3rd 2022",isOpenForSubmission:!0,editors:[{id:"225390",title:"Dr.",name:"Asghar Ali",surname:"Kamboh",slug:"asghar-ali-kamboh",fullName:"Asghar Ali Kamboh"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"12086",title:"Cattle Diseases - Molecular and Biochemical Approach",coverURL:"https://cdn.intechopen.com/books/images_new/12086.jpg",hash:"afdbf57e32d996556a94528c06623cf3",secondStepPassed:!1,currentStepOfPublishingProcess:2,submissionDeadline:"July 5th 2022",isOpenForSubmission:!0,editors:[{id:"219081",title:"Dr.",name:"Abdulsamed",surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{id:"11579",title:"Animal Welfare - New Insights",coverURL:"https://cdn.intechopen.com/books/images_new/11579.jpg",hash:"12e4f41264cbe99028655e5463fa941a",secondStepPassed:!1,currentStepOfPublishingProcess:2,submissionDeadline:"July 8th 2022",isOpenForSubmission:!0,editors:[{id:"51520",title:"Dr.",name:"Shao-Wen",surname:"Hung",slug:"shao-wen-hung",fullName:"Shao-Wen Hung"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},onlineFirstChapters:{paginationCount:14,paginationItems:[{id:"82457",title:"Canine Hearing Management",doi:"10.5772/intechopen.105515",signatures:"Peter M. Skip Scheifele, Devan Marshall, Stephen Lee, Paul Reid, Thomas McCreery and David Byrne",slug:"canine-hearing-management",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"82285",title:"Parvovirus Vectors: The Future of Gene Therapy",doi:"10.5772/intechopen.105085",signatures:"Megha Gupta",slug:"parvovirus-vectors-the-future-of-gene-therapy",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81793",title:"Canine parvovirus-2: An Emerging Threat to Young Pets",doi:"10.5772/intechopen.104846",signatures:"Mithilesh Singh, Rajendran Manikandan, Ujjwal Kumar De, Vishal Chander, Babul Rudra Paul, Saravanan Ramakrishnan and Darshini Maramreddy",slug:"canine-parvovirus-2-an-emerging-threat-to-young-pets",totalDownloads:17,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81271",title:"The Diversity of Parvovirus Telomeres",doi:"10.5772/intechopen.102684",signatures:"Marianne Laugel, Emilie Lecomte, Eduard Ayuso, Oumeya Adjali, Mathieu Mével and Magalie Penaud-Budloo",slug:"the-diversity-of-parvovirus-telomeres",totalDownloads:38,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"79209",title:"Virtual Physiology: A Tool for the 21st Century",doi:"10.5772/intechopen.99671",signatures:"Carmen Nóbrega, Maria Aires Pereira, Catarina Coelho, Isabel Brás, Ana Cristina Mega, Carla Santos, Fernando Esteves, Rita Cruz, Ana I. Faustino-Rocha, Paula A. Oliveira, João Mesquita and Helena Vala",slug:"virtual-physiology-a-tool-for-the-21st-century",totalDownloads:153,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78849",title:"Application of Vermicompost Fertilizer in Aquaculture Nutrition: Review",doi:"10.5772/intechopen.100326",signatures:"Sonnia Nzilani Musyoka and Rita Nairuti",slug:"application-of-vermicompost-fertilizer-in-aquaculture-nutrition-review",totalDownloads:71,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Animal Nutrition - Annual Volume 2022",coverURL:"https://cdn.intechopen.com/books/images_new/11416.jpg",subseries:{id:"20",title:"Animal Nutrition"}}},{id:"78543",title:"Pulmonary Vein: Embryology, Anatomy, Function and Disease",doi:"10.5772/intechopen.100051",signatures:"Chan I-Ping and Hsueh Tung",slug:"pulmonary-vein-embryology-anatomy-function-and-disease",totalDownloads:183,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78564",title:"Anatomy of the Rhesus Monkey (Macaca mulatta): The Essentials for the Biomedical Researcher",doi:"10.5772/intechopen.99067",signatures:"Christophe Casteleyn and Jaco Bakker",slug:"anatomy-of-the-rhesus-monkey-macaca-mulatta-the-essentials-for-the-biomedical-researcher",totalDownloads:349,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"77999",title:"Bronchus-Associated Lymphoid Tissue (BALT) Histology and Its Role in Various Pathologies",doi:"10.5772/intechopen.99366",signatures:"Tuba Parlak Ak",slug:"bronchus-associated-lymphoid-tissue-balt-histology-and-its-role-in-various-pathologies",totalDownloads:212,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78242",title:"Genomic Instability and Cyto-Genotoxic Damage in Animal Species",doi:"10.5772/intechopen.99685",signatures:"María Evarista Arellano-García, Olivia Torres-Bugarín, Maritza Roxana García-García, Daniel García-Flores, Yanis Toledano-Magaña, Cinthya Sofia Sanabria-Mora, Sandra Castro-Gamboa and Juan Carlos García-Ramos",slug:"genomic-instability-and-cyto-genotoxic-damage-in-animal-species",totalDownloads:150,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}}]},subseriesFiltersForOFChapters:[{caption:"Animal Nutrition",value:20,count:1,group:"subseries"},{caption:"Animal Science",value:19,count:13,group:"subseries"}],publishedBooks:{paginationCount:9,paginationItems:[{type:"book",id:"10654",title:"Brain-Computer Interface",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10654.jpg",slug:"brain-computer-interface",publishedDate:"May 18th 2022",editedByType:"Edited by",bookSignature:"Vahid Asadpour",hash:"a5308884068cc53ed31c6baba756857f",volumeInSeries:9,fullTitle:"Brain-Computer Interface",editors:[{id:"165328",title:"Dr.",name:"Vahid",middleName:null,surname:"Asadpour",slug:"vahid-asadpour",fullName:"Vahid Asadpour",profilePictureURL:"https://mts.intechopen.com/storage/users/165328/images/system/165328.jpg",institutionString:"Kaiser Permanente Southern California",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10859",title:"Data Mining",subtitle:"Concepts and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10859.jpg",slug:"data-mining-concepts-and-applications",publishedDate:"March 30th 2022",editedByType:"Edited by",bookSignature:"Ciza Thomas",hash:"63a4e514e537d3962cf53ef1c6b9d5eb",volumeInSeries:8,fullTitle:"Data Mining - Concepts and Applications",editors:[{id:"43680",title:"Prof.",name:"Ciza",middleName:null,surname:"Thomas",slug:"ciza-thomas",fullName:"Ciza Thomas",profilePictureURL:"https://mts.intechopen.com/storage/users/43680/images/system/43680.jpeg",institutionString:null,institution:{name:"Government of Kerala",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10651",title:"Machine Learning",subtitle:"Algorithms, Models and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10651.jpg",slug:"machine-learning-algorithms-models-and-applications",publishedDate:"December 22nd 2021",editedByType:"Edited by",bookSignature:"Jaydip Sen",hash:"6208156401c496e0a4ca5ff4265324cc",volumeInSeries:7,fullTitle:"Machine Learning - Algorithms, Models and Applications",editors:[{id:"4519",title:"Prof.",name:"Jaydip",middleName:null,surname:"Sen",slug:"jaydip-sen",fullName:"Jaydip Sen",profilePictureURL:"https://mts.intechopen.com/storage/users/4519/images/system/4519.jpeg",institutionString:"Praxis Business School",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9869",title:"Self-Driving Vehicles and Enabling Technologies",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9869.jpg",slug:"self-driving-vehicles-and-enabling-technologies",publishedDate:"September 22nd 2021",editedByType:"Edited by",bookSignature:"Marian Găiceanu",hash:"fd451ca2e4785ef098e04b7d695a18d9",volumeInSeries:6,fullTitle:"Self-Driving Vehicles and Enabling Technologies",editors:[{id:"169608",title:"Prof.",name:"Marian",middleName:null,surname:"Găiceanu",slug:"marian-gaiceanu",fullName:"Marian Găiceanu",profilePictureURL:"https://mts.intechopen.com/storage/users/169608/images/system/169608.png",institutionString:'"Dunarea de Jos" University of Galati',institution:{name:'"Dunarea de Jos" University of Galati',institutionURL:null,country:{name:"Romania"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9958",title:"Artificial Intelligence",subtitle:"Latest Advances, New Paradigms and Novel Applications",coverURL:"https://cdn.intechopen.com/books/images_new/9958.jpg",slug:"artificial-intelligence-latest-advances-new-paradigms-and-novel-applications",publishedDate:"September 1st 2021",editedByType:"Edited by",bookSignature:"Eneko Osaba, Esther Villar, Jesús L. Lobo and Ibai Laña",hash:"39648fbfdaa11385097d62b1f13aad54",volumeInSeries:5,fullTitle:"Artificial Intelligence - Latest Advances, New Paradigms and Novel Applications",editors:[{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",institutionURL:null,country:{name:"Spain"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9963",title:"Advances and Applications in Deep Learning",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9963.jpg",slug:"advances-and-applications-in-deep-learning",publishedDate:"December 9th 2020",editedByType:"Edited by",bookSignature:"Marco Antonio Aceves-Fernandez",hash:"0d51ba46f22e55cb89140f60d86a071e",volumeInSeries:4,fullTitle:"Advances and Applications in Deep Learning",editors:[{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7656",title:"Fuzzy Logic",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/7656.jpg",slug:"fuzzy-logic",publishedDate:"February 5th 2020",editedByType:"Edited by",bookSignature:"Constantin Volosencu",hash:"54f092d4ffe0abf5e4172a80025019bc",volumeInSeries:3,fullTitle:"Fuzzy Logic",editors:[{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",institutionString:"Polytechnic University of Timişoara",institution:{name:"Polytechnic University of Timişoara",institutionURL:null,country:{name:"Romania"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7726",title:"Swarm Intelligence",subtitle:"Recent Advances, New Perspectives and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/7726.jpg",slug:"swarm-intelligence-recent-advances-new-perspectives-and-applications",publishedDate:"December 4th 2019",editedByType:"Edited by",bookSignature:"Javier Del Ser, Esther Villar and Eneko Osaba",hash:"e7ea7e74ce7a7a8e5359629e07c68d31",volumeInSeries:2,fullTitle:"Swarm Intelligence - Recent Advances, New Perspectives and Applications",editors:[{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",institutionString:"Tecnalia Research & Innovation",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"7723",title:"Artificial Intelligence",subtitle:"Applications in Medicine and Biology",coverURL:"https://cdn.intechopen.com/books/images_new/7723.jpg",slug:"artificial-intelligence-applications-in-medicine-and-biology",publishedDate:"July 31st 2019",editedByType:"Edited by",bookSignature:"Marco Antonio Aceves-Fernandez",hash:"a3852659e727f95c98c740ed98146011",volumeInSeries:1,fullTitle:"Artificial Intelligence - Applications in Medicine and Biology",editors:[{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",slug:"marco-antonio-aceves-fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Computational Neuroscience",value:23,count:1},{group:"subseries",caption:"Evolutionary Computation",value:25,count:1},{group:"subseries",caption:"Machine Learning and Data Mining",value:26,count:3},{group:"subseries",caption:"Applied Intelligence",value:22,count:4}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:2},{group:"publicationYear",caption:"2021",value:2021,count:3},{group:"publicationYear",caption:"2020",value:2020,count:2},{group:"publicationYear",caption:"2019",value:2019,count:2}],authors:{paginationCount:0,paginationItems:[]}},subseries:{item:{id:"10",type:"subseries",title:"Animal Physiology",keywords:"Physiology, Comparative, Evolution, Biomolecules, Organ, Homeostasis, Anatomy, Pathology, Medical, Cell Division, Cell Signaling, Cell Growth, Cell Metabolism, Endocrine, Neuroscience, Cardiovascular, Development, Aging, Development",scope:"Physiology, the scientific study of functions and mechanisms of living systems, is an essential area of research in its own right, but also in relation to medicine and health sciences. The scope of this topic will range from molecular, biochemical, cellular, and physiological processes in all animal species. Work pertaining to the whole organism, organ systems, individual organs and tissues, cells, and biomolecules will be included. Medical, animal, cell, and comparative physiology and allied fields such as anatomy, histology, and pathology with physiology links will be covered in this topic. Physiology research may be linked to development, aging, environment, regular and pathological processes, adaptation and evolution, exercise, or several other factors affecting, or involved with, animal physiology.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/10.jpg",hasOnlineFirst:!1,hasPublishedBooks:!1,annualVolume:11406,editor:{id:"202192",title:"Dr.",name:"Catrin",middleName:null,surname:"Rutland",slug:"catrin-rutland",fullName:"Catrin Rutland",profilePictureURL:"https://mts.intechopen.com/storage/users/202192/images/system/202192.png",biography:"Catrin Rutland is an Associate Professor of Anatomy and Developmental Genetics at the University of Nottingham, UK. She obtained a BSc from the University of Derby, England, a master’s degree from Technische Universität München, Germany, and a Ph.D. from the University of Nottingham. She undertook a post-doctoral research fellowship in the School of Medicine before accepting tenure in Veterinary Medicine and Science. Dr. Rutland also obtained an MMedSci (Medical Education) and a Postgraduate Certificate in Higher Education (PGCHE). She is the author of more than sixty peer-reviewed journal articles, twelve books/book chapters, and more than 100 research abstracts in cardiovascular biology and oncology. She is a board member of the European Association of Veterinary Anatomists, Fellow of the Anatomical Society, and Senior Fellow of the Higher Education Academy. Dr. Rutland has also written popular science books for the public. https://orcid.org/0000-0002-2009-4898. www.nottingham.ac.uk/vet/people/catrin.rutland",institutionString:null,institution:{name:"University of Nottingham",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null,series:{id:"10",title:"Physiology",doi:"10.5772/intechopen.72796",issn:"2631-8261"},editorialBoard:[{id:"306970",title:"Mr.",name:"Amin",middleName:null,surname:"Tamadon",slug:"amin-tamadon",fullName:"Amin Tamadon",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002oHR5wQAG/Profile_Picture_1623910304139",institutionString:null,institution:{name:"Bushehr University of Medical Sciences",institutionURL:null,country:{name:"Iran"}}},{id:"251314",title:"Dr.",name:"Juan Carlos",middleName:null,surname:"Gardón",slug:"juan-carlos-gardon",fullName:"Juan Carlos Gardón",profilePictureURL:"https://mts.intechopen.com/storage/users/251314/images/system/251314.jpeg",institutionString:"Catholic University of Valencia San Vicente Mártir, Spain",institution:null},{id:"245306",title:"Dr.",name:"María Luz",middleName:null,surname:"Garcia Pardo",slug:"maria-luz-garcia-pardo",fullName:"María Luz Garcia Pardo",profilePictureURL:"https://mts.intechopen.com/storage/users/245306/images/system/245306.png",institutionString:null,institution:{name:"Miguel Hernandez University",institutionURL:null,country:{name:"Spain"}}},{id:"283315",title:"Prof.",name:"Samir",middleName:null,surname:"El-Gendy",slug:"samir-el-gendy",fullName:"Samir El-Gendy",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRduYQAS/Profile_Picture_1606215849748",institutionString:null,institution:{name:"Alexandria University",institutionURL:null,country:{name:"Egypt"}}},{id:"178366",title:"Dr.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",institutionString:"Kafkas University",institution:{name:"Kafkas University",institutionURL:null,country:{name:"Turkey"}}}]},onlineFirstChapters:{paginationCount:13,paginationItems:[{id:"82457",title:"Canine Hearing Management",doi:"10.5772/intechopen.105515",signatures:"Peter M. Skip Scheifele, Devan Marshall, Stephen Lee, Paul Reid, Thomas McCreery and David Byrne",slug:"canine-hearing-management",totalDownloads:1,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"82285",title:"Parvovirus Vectors: The Future of Gene Therapy",doi:"10.5772/intechopen.105085",signatures:"Megha Gupta",slug:"parvovirus-vectors-the-future-of-gene-therapy",totalDownloads:5,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81793",title:"Canine parvovirus-2: An Emerging Threat to Young Pets",doi:"10.5772/intechopen.104846",signatures:"Mithilesh Singh, Rajendran Manikandan, Ujjwal Kumar De, Vishal Chander, Babul Rudra Paul, Saravanan Ramakrishnan and Darshini Maramreddy",slug:"canine-parvovirus-2-an-emerging-threat-to-young-pets",totalDownloads:17,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"81271",title:"The Diversity of Parvovirus Telomeres",doi:"10.5772/intechopen.102684",signatures:"Marianne Laugel, Emilie Lecomte, Eduard Ayuso, Oumeya Adjali, Mathieu Mével and Magalie Penaud-Budloo",slug:"the-diversity-of-parvovirus-telomeres",totalDownloads:38,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Recent Advances in Canine Medicine",coverURL:"https://cdn.intechopen.com/books/images_new/11580.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"79209",title:"Virtual Physiology: A Tool for the 21st Century",doi:"10.5772/intechopen.99671",signatures:"Carmen Nóbrega, Maria Aires Pereira, Catarina Coelho, Isabel Brás, Ana Cristina Mega, Carla Santos, Fernando Esteves, Rita Cruz, Ana I. Faustino-Rocha, Paula A. Oliveira, João Mesquita and Helena Vala",slug:"virtual-physiology-a-tool-for-the-21st-century",totalDownloads:153,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78543",title:"Pulmonary Vein: Embryology, Anatomy, Function and Disease",doi:"10.5772/intechopen.100051",signatures:"Chan I-Ping and Hsueh Tung",slug:"pulmonary-vein-embryology-anatomy-function-and-disease",totalDownloads:183,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78564",title:"Anatomy of the Rhesus Monkey (Macaca mulatta): The Essentials for the Biomedical Researcher",doi:"10.5772/intechopen.99067",signatures:"Christophe Casteleyn and Jaco Bakker",slug:"anatomy-of-the-rhesus-monkey-macaca-mulatta-the-essentials-for-the-biomedical-researcher",totalDownloads:349,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"77999",title:"Bronchus-Associated Lymphoid Tissue (BALT) Histology and Its Role in Various Pathologies",doi:"10.5772/intechopen.99366",signatures:"Tuba Parlak Ak",slug:"bronchus-associated-lymphoid-tissue-balt-histology-and-its-role-in-various-pathologies",totalDownloads:212,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78242",title:"Genomic Instability and Cyto-Genotoxic Damage in Animal Species",doi:"10.5772/intechopen.99685",signatures:"María Evarista Arellano-García, Olivia Torres-Bugarín, Maritza Roxana García-García, Daniel García-Flores, Yanis Toledano-Magaña, Cinthya Sofia Sanabria-Mora, Sandra Castro-Gamboa and Juan Carlos García-Ramos",slug:"genomic-instability-and-cyto-genotoxic-damage-in-animal-species",totalDownloads:150,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78503",title:"Biomechanics of the Canine Elbow Joint",doi:"10.5772/intechopen.99569",signatures:"Thomas Rohwedder",slug:"biomechanics-of-the-canine-elbow-joint",totalDownloads:180,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"78018",title:"Application of Noble Metals in the Advances in Animal Disease Diagnostics",doi:"10.5772/intechopen.99162",signatures:"Gabriel Alexis S.P. Tubalinal, Leonard Paulo G. Lucero, Jim Andreus V. Mangahas, Marvin A. Villanueva and Claro N. Mingala",slug:"application-of-noble-metals-in-the-advances-in-animal-disease-diagnostics",totalDownloads:111,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"77455",title:"Marek’s Disease Is a Threat for Large Scale Poultry Production",doi:"10.5772/intechopen.98939",signatures:"Wojciech Kozdruń, Jowita Samanta Niczyporuk and Natalia Styś-Fijoł",slug:"marek-s-disease-is-a-threat-for-large-scale-poultry-production",totalDownloads:261,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}},{id:"74655",title:"Taxon-Specific Pair Bonding in Gibbons (Hylobatidae)",doi:"10.5772/intechopen.95270",signatures:"Thomas Geissmann, Simone Rosenkranz-Weck, Judith J.G.M. Van Der Loo and Mathias Orgeldinger",slug:"taxon-specific-pair-bonding-in-gibbons-hylobatidae",totalDownloads:396,totalCrossrefCites:0,totalDimensionsCites:0,authors:null,book:{title:"Updates on Veterinary Anatomy and Physiology",coverURL:"https://cdn.intechopen.com/books/images_new/10665.jpg",subseries:{id:"19",title:"Animal Science"}}}]},publishedBooks:{paginationCount:13,paginationItems:[{type:"book",id:"10798",title:"Starch",subtitle:"Evolution and Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/10798.jpg",slug:"starch-evolution-and-recent-advances",publishedDate:"June 28th 2022",editedByType:"Edited by",bookSignature:"Martins Ochubiojo Emeje",hash:"f197f6062c1574a9a90e50a369271bcf",volumeInSeries:33,fullTitle:"Starch - Evolution and Recent Advances",editors:[{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje",profilePictureURL:"https://mts.intechopen.com/storage/users/94311/images/system/94311.jpeg",institutionString:"National Institute for Pharmaceutical Research and Development",institution:{name:"National Institute for Pharmaceutical Research and Development",institutionURL:null,country:{name:"Nigeria"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"11332",title:"Essential Oils",subtitle:"Advances in Extractions and Biological Applications",coverURL:"https://cdn.intechopen.com/books/images_new/11332.jpg",slug:"essential-oils-advances-in-extractions-and-biological-applications",publishedDate:"June 23rd 2022",editedByType:"Edited by",bookSignature:"Mozaniel Santana de Oliveira and Eloisa Helena de Aguiar Andrade",hash:"742e6cae3a35686f975edc8d7f9afa94",volumeInSeries:32,fullTitle:"Essential Oils - Advances in Extractions and Biological Applications",editors:[{id:"195290",title:"Ph.D.",name:"Mozaniel",middleName:null,surname:"Santana De Oliveira",slug:"mozaniel-santana-de-oliveira",fullName:"Mozaniel Santana De Oliveira",profilePictureURL:"https://mts.intechopen.com/storage/users/195290/images/system/195290.png",institutionString:"Museu Paraense Emílio Goeldi",institution:{name:"Museu Paraense Emílio Goeldi",institutionURL:null,country:{name:"Brazil"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10841",title:"Hydrolases",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/10841.jpg",slug:"hydrolases",publishedDate:"June 15th 2022",editedByType:"Edited by",bookSignature:"Sajjad Haider, Adnan Haider and Angel Catalá",hash:"4e868cde273d65a7ff54b1817d640629",volumeInSeries:29,fullTitle:"Hydrolases",editors:[{id:"110708",title:"Dr.",name:"Sajjad",middleName:null,surname:"Haider",slug:"sajjad-haider",fullName:"Sajjad Haider",profilePictureURL:"https://mts.intechopen.com/storage/users/110708/images/system/110708.png",institutionString:"King Saud University",institution:{name:"King Saud University",institutionURL:null,country:{name:"Saudi Arabia"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"10799",title:"Phenolic Compounds",subtitle:"Chemistry, Synthesis, Diversity, Non-Conventional Industrial, Pharmaceutical and Therapeutic Applications",coverURL:"https://cdn.intechopen.com/books/images_new/10799.jpg",slug:"phenolic-compounds-chemistry-synthesis-diversity-non-conventional-industrial-pharmaceutical-and-therapeutic-applications",publishedDate:"February 23rd 2022",editedByType:"Edited by",bookSignature:"Farid A. Badria",hash:"339199f254d2987ef3167eef74fb8a38",volumeInSeries:26,fullTitle:"Phenolic Compounds - Chemistry, Synthesis, Diversity, Non-Conventional Industrial, Pharmaceutical and Therapeutic Applications",editors:[{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria",profilePictureURL:"https://mts.intechopen.com/storage/users/41865/images/system/41865.jpg",institutionString:"Mansoura University",institution:{name:"Mansoura University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9753",title:"Terpenes and Terpenoids",subtitle:"Recent Advances",coverURL:"https://cdn.intechopen.com/books/images_new/9753.jpg",slug:"terpenes-and-terpenoids-recent-advances",publishedDate:"July 28th 2021",editedByType:"Edited by",bookSignature:"Shagufta Perveen and Areej Mohammad Al-Taweel",hash:"575689df13c78bf0e6c1be40804cd010",volumeInSeries:21,fullTitle:"Terpenes and Terpenoids - Recent Advances",editors:[{id:"192992",title:"Prof.",name:"Shagufta",middleName:null,surname:"Perveen",slug:"shagufta-perveen",fullName:"Shagufta Perveen",profilePictureURL:"https://mts.intechopen.com/storage/users/192992/images/system/192992.png",institutionString:"King Saud University",institution:{name:"King Saud University",institutionURL:null,country:{name:"Saudi Arabia"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"9731",title:"Oxidoreductase",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/9731.jpg",slug:"oxidoreductase",publishedDate:"February 17th 2021",editedByType:"Edited by",bookSignature:"Mahmoud Ahmed Mansour",hash:"852e6f862c85fc3adecdbaf822e64e6e",volumeInSeries:19,fullTitle:"Oxidoreductase",editors:[{id:"224662",title:"Prof.",name:"Mahmoud Ahmed",middleName:null,surname:"Mansour",slug:"mahmoud-ahmed-mansour",fullName:"Mahmoud Ahmed Mansour",profilePictureURL:"https://mts.intechopen.com/storage/users/224662/images/system/224662.jpg",institutionString:"King Saud bin Abdulaziz University for Health Sciences",institution:{name:"King Saud bin Abdulaziz University for Health Sciences",institutionURL:null,country:{name:"Saudi Arabia"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8094",title:"Aflatoxin B1 Occurrence, Detection and Toxicological Effects",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8094.jpg",slug:"aflatoxin-b1-occurrence-detection-and-toxicological-effects",publishedDate:"June 3rd 2020",editedByType:"Edited by",bookSignature:"Xi-Dai Long",hash:"44f4ad52d8a8cbb22ef3d505d6b18027",volumeInSeries:14,fullTitle:"Aflatoxin B1 Occurrence, Detection and Toxicological Effects",editors:[{id:"202142",title:"Prof.",name:"Xi-Dai",middleName:null,surname:"Long",slug:"xi-dai-long",fullName:"Xi-Dai Long",profilePictureURL:"https://mts.intechopen.com/storage/users/202142/images/system/202142.jpeg",institutionString:"Youjiang Medical University for Nationalities",institution:null}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8004",title:"Nitrogen Fixation",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8004.jpg",slug:"nitrogen-fixation",publishedDate:"April 8th 2020",editedByType:"Edited by",bookSignature:"Everlon Cid Rigobelo and Ademar Pereira Serra",hash:"02f39c8365ba155d1c520184c2f26976",volumeInSeries:11,fullTitle:"Nitrogen Fixation",editors:[{id:"39553",title:"Prof.",name:"Everlon",middleName:"Cid",surname:"Rigobelo",slug:"everlon-rigobelo",fullName:"Everlon Rigobelo",profilePictureURL:"https://mts.intechopen.com/storage/users/39553/images/system/39553.jpg",institutionString:"São Paulo State University",institution:{name:"Sao Paulo State University",institutionURL:null,country:{name:"Brazil"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8028",title:"Flavonoids",subtitle:"A Coloring Model for Cheering up Life",coverURL:"https://cdn.intechopen.com/books/images_new/8028.jpg",slug:"flavonoids-a-coloring-model-for-cheering-up-life",publishedDate:"March 11th 2020",editedByType:"Edited by",bookSignature:"Farid A. Badria and Anthony Ananga",hash:"6c33178a5c7d2b276d2c6af4255def64",volumeInSeries:10,fullTitle:"Flavonoids - A Coloring Model for Cheering up Life",editors:[{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria",profilePictureURL:"https://mts.intechopen.com/storage/users/41865/images/system/41865.jpg",institutionString:"Mansoura University",institution:{name:"Mansoura University",institutionURL:null,country:{name:"Egypt"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8170",title:"Chemical Properties of Starch",subtitle:null,coverURL:"https://cdn.intechopen.com/books/images_new/8170.jpg",slug:"chemical-properties-of-starch",publishedDate:"March 11th 2020",editedByType:"Edited by",bookSignature:"Martins Emeje",hash:"0aedfdb374631bb3a33870c4ed16559a",volumeInSeries:9,fullTitle:"Chemical Properties of Starch",editors:[{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje",profilePictureURL:"https://mts.intechopen.com/storage/users/94311/images/system/94311.jpeg",institutionString:"National Institute for Pharmaceutical Research and Development",institution:{name:"National Institute for Pharmaceutical Research and Development",institutionURL:null,country:{name:"Nigeria"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8019",title:"Alginates",subtitle:"Recent Uses of This Natural Polymer",coverURL:"https://cdn.intechopen.com/books/images_new/8019.jpg",slug:"alginates-recent-uses-of-this-natural-polymer",publishedDate:"February 5th 2020",editedByType:"Edited by",bookSignature:"Leonel Pereira",hash:"61ea5c1aef462684a3b2215631b7dbf2",volumeInSeries:7,fullTitle:"Alginates - Recent Uses of This Natural Polymer",editors:[{id:"279788",title:"Dr.",name:"Leonel",middleName:null,surname:"Pereira",slug:"leonel-pereira",fullName:"Leonel Pereira",profilePictureURL:"https://mts.intechopen.com/storage/users/279788/images/system/279788.jpg",institutionString:"University of Coimbra",institution:{name:"University of Coimbra",institutionURL:null,country:{name:"Portugal"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null},{type:"book",id:"8504",title:"Pectins",subtitle:"Extraction, Purification, Characterization and Applications",coverURL:"https://cdn.intechopen.com/books/images_new/8504.jpg",slug:"pectins-extraction-purification-characterization-and-applications",publishedDate:"January 22nd 2020",editedByType:"Edited by",bookSignature:"Martin Masuelli",hash:"ff1acef627b277c575a10b3259dd331b",volumeInSeries:6,fullTitle:"Pectins - Extraction, Purification, Characterization and Applications",editors:[{id:"99994",title:"Dr.",name:"Martin",middleName:"Alberto",surname:"Masuelli",slug:"martin-masuelli",fullName:"Martin Masuelli",profilePictureURL:"https://mts.intechopen.com/storage/users/99994/images/system/99994.png",institutionString:"National University of San Luis",institution:{name:"National University of San Luis",institutionURL:null,country:{name:"Argentina"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},testimonialsList:[{id:"8",text:"I work with IntechOpen for a number of reasons: their professionalism, their mission in support of Open Access publishing, and the quality of their peer-reviewed publications, but also because they believe in equality.",author:{id:"202192",name:"Catrin",surname:"Rutland",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/202192/images/system/202192.png",slug:"catrin-rutland",institution:{id:"134",name:"University of Nottingham",country:{id:null,name:"United Kingdom"}}}},{id:"27",text:"The opportunity to work with a prestigious publisher allows for the possibility to collaborate with more research groups interested in animal nutrition, leading to the development of new feeding strategies and food valuation while being more sustainable with the environment, allowing more readers to learn about the subject.",author:{id:"175967",name:"Manuel",surname:"Gonzalez Ronquillo",institutionString:null,profilePictureURL:"https://mts.intechopen.com/storage/users/175967/images/system/175967.png",slug:"manuel-gonzalez-ronquillo",institution:{id:"6221",name:"Universidad Autónoma del Estado de México",country:{id:null,name:"Mexico"}}}},{id:"18",text:"It was great publishing with IntechOpen, the process was straightforward and I had support all along.",author:{id:"71579",name:"Berend",surname:"Olivier",institutionString:"Utrecht University",profilePictureURL:"https://mts.intechopen.com/storage/users/71579/images/system/71579.png",slug:"berend-olivier",institution:{id:"253",name:"Utrecht University",country:{id:null,name:"Netherlands"}}}}]},submityourwork:{pteSeriesList:[],lsSeriesList:[],hsSeriesList:[],sshSeriesList:[],subseriesList:[],annualVolumeBook:{},thematicCollection:[],selectedSeries:null,selectedSubseries:null},seriesLanding:{item:null},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"onlineFirst.detail",path:"/online-first/75181",hash:"",query:{},params:{id:"75181"},fullPath:"/online-first/75181",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()