Known insect floral visitors to each of the studied
\\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
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They are present in terrestrial and marine environments as well as the human body. The diversity, adaptation, and functions of these microorganisms can contribute to the development and application of new biotechnologies for resolving problems of resource exploitation, pollution, and human disease. This book presents breakthroughs and insights into the research on acidophiles. Chapters cover such topics as the two-component system (TCS) in the regulation of the sulfur metabolic process, adaptation mechanisms of acidophiles to low pH, regulation mechanisms and application strategy of quorum sensing in bioleaching bacteria, and Lactobacillus acidophilus and its potential role as a therapeutic for human bone disorders.",isbn:"978-1-83969-280-2",printIsbn:"978-1-83969-279-6",pdfIsbn:"978-1-83969-281-9",doi:"10.5772/intechopen.87574",price:100,priceEur:109,priceUsd:129,slug:"acidophiles-fundamentals-and-applications",numberOfPages:100,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"083648f001eb64682f9ddb527f0e849e",bookSignature:"Jianqiang Lin, Linxu Chen and Jianqun Lin",publishedDate:"November 24th 2021",coverURL:"https://cdn.intechopen.com/books/images_new/9767.jpg",numberOfDownloads:1378,numberOfWosCitations:0,numberOfCrossrefCitations:4,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:4,numberOfDimensionsCitationsByBook:0,hasAltmetrics:0,numberOfTotalCitations:8,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"November 9th 2020",dateEndSecondStepPublish:"December 7th 2020",dateEndThirdStepPublish:"February 5th 2021",dateEndFourthStepPublish:"April 26th 2021",dateEndFifthStepPublish:"June 25th 2021",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"16859",title:"Dr.",name:"Jianqiang",middleName:null,surname:"Lin",slug:"jianqiang-lin",fullName:"Jianqiang Lin",profilePictureURL:"https://mts.intechopen.com/storage/users/16859/images/system/16859.png",biography:"Dr. Jianqiang Lin has been a professor at the State Key Laboratory of Microbial Technology (SKLMT), Shandong University, China, since 2003. He obtained a Ph.D. in 1998 under a China-Japan government cooperation program on Ph.D. education and completed his thesis research at Osaka University, Japan. In 2000, he was a visiting researcher at Inha University, Korea. His research interests include molecular biology of acidophiles, microbial technology, and bioprocess bioengineering.",institutionString:"Shandong University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"3",totalChapterViews:"0",totalEditedBooks:"1",institution:{name:"Shandong University",institutionURL:null,country:{name:"China"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:{id:"16729",title:"Dr.",name:"Jianqun",middleName:null,surname:"Lin",slug:"jianqun-lin",fullName:"Jianqun Lin",profilePictureURL:"https://mts.intechopen.com/storage/users/16729/images/system/16729.png",biography:"Dr. Jianqun Lin is Director of the Shandong Society for Microbiology, China. He obtained a Ph.D. from the Chinese Academy of Sciences in 1997. He was a visiting researcher at Osaka University, Japan, in 1997–1998, and completed his postdoctoral research at the Uniformed Services University of Health Science, USA. His research interests include biological resources development of acidophiles in acid mine environments, bacteria–mineral interaction and the sulfide ore bioleaching process, and the development of high-efficiency bioleaching techniques.",institutionString:"Shandong University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"3",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Shandong University",institutionURL:null,country:{name:"China"}}},coeditorTwo:{id:"336061",title:"Dr.",name:"Lin-Xu",middleName:null,surname:"Chen",slug:"lin-xu-chen",fullName:"Lin-Xu Chen",profilePictureURL:"https://mts.intechopen.com/storage/users/336061/images/system/336061.png",biography:"Dr. Linxu Chen has a Ph.D. in Microbiology from the State Key Laboratory of Microbial Technology (SKLMT), Shandong University, China. He completed his postdoctoral research at Louisiana State University, USA. His research interests include gene transfer systems and gene-editing technology of chemoautotrophic acidophilic bacteria, metabolic and adaptive mechanisms of bioleaching bacteria, and genetic engineering and synthetic biology of bioleaching bacteria.",institutionString:"Shandong University",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"0",institution:{name:"Shandong University",institutionURL:null,country:{name:"China"}}},coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"408",title:"Applied Microbiology",slug:"biochemistry-genetics-and-molecular-biology-microbiology-applied-microbiology"}],chapters:[{id:"79190",title:"Introductory Chapter: The Important Physiological Characteristics and Industrial Applications of Acidophiles",doi:"10.5772/intechopen.101027",slug:"introductory-chapter-the-important-physiological-characteristics-and-industrial-applications-of-acid",totalDownloads:123,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:null,signatures:"Linxu Chen, Jianqun Lin and Jianqiang Lin",downloadPdfUrl:"/chapter/pdf-download/79190",previewPdfUrl:"/chapter/pdf-preview/79190",authors:[{id:"16859",title:"Dr.",name:"Jianqiang",surname:"Lin",slug:"jianqiang-lin",fullName:"Jianqiang Lin"},{id:"336061",title:"Dr.",name:"Lin-Xu",surname:"Chen",slug:"lin-xu-chen",fullName:"Lin-Xu Chen"},{id:"440606",title:"Dr.",name:"Jianqun",surname:"Lin",slug:"jianqun-lin",fullName:"Jianqun Lin"}],corrections:null},{id:"75442",title:"Two-Component Systems in the Regulation of Sulfur and Ferrous Iron Oxidation in Acidophilic Bacteria",doi:"10.5772/intechopen.96553",slug:"two-component-systems-in-the-regulation-of-sulfur-and-ferrous-iron-oxidation-in-acidophilic-bacteria",totalDownloads:189,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The two-component system (TCS) is a regulatory system composed of a sensor histidine kinase (HK) and a cytoplasmic response regulator (RR), which participates in the bacterial adaptation to external stimuli. Sulfur oxidation and ferrous iron oxidation are basic energy metabolism systems for chemoautotrophic acidophilic bacteria in acid mine environments. Understanding how these bacteria perceive and respond to complex environmental stimuli offers insights into oxidization mechanisms and the potential for improved applications. In this chapter, we summarized the TCSs involved in the regulation of sulfur and ferrous iron metabolic pathways in these acidophilic bacteria. In particular, we examined the role and molecular mechanism of these TCSs in the regulation of iron and sulfur oxidation in Acidithiobacillus spp.. Moreover, research perspectives on TCSs in acidophilic bacteria are discussed in this section.",signatures:"Lifeng Li and Zhaobao Wang",downloadPdfUrl:"/chapter/pdf-download/75442",previewPdfUrl:"/chapter/pdf-preview/75442",authors:[{id:"342422",title:"Dr.",name:"Lifeng",surname:"Li",slug:"lifeng-li",fullName:"Lifeng Li"},{id:"342794",title:"Dr.",name:"Zhaobao",surname:"Wang",slug:"zhaobao-wang",fullName:"Zhaobao Wang"}],corrections:null},{id:"75730",title:"Thriving at Low pH: Adaptation Mechanisms of Acidophiles",doi:"10.5772/intechopen.96620",slug:"thriving-at-low-ph-adaptation-mechanisms-of-acidophiles",totalDownloads:330,totalCrossrefCites:2,totalDimensionsCites:2,hasAltmetrics:0,abstract:"Acid resistance of acidophiles is the result of long-term co-evolution and natural selection of acidophiles and their natural habitats, and formed a relatively optimal acid-resistance network in acidophiles. The acid tolerance network of acidophiles could be classified into active and passive mechanisms. The active mechanisms mainly include the proton efflux and consumption systems, generation of reversed transmembrane electrical potential, and adjustment of cell membrane composition; the passive mechanisms mainly include the DNA and protein repair systems, chemotaxis and cell motility, and quorum sensing system. The maintenance of pH homeostasis is a cell-wide physiological process that adopt differently adjustment strategies, deployment modules, and integration network depending on the cell’s own potential and its habitat environments. However, acidophiles exhibit obvious strategies and modules similarities on acid resistance because of the long-term evolution. Therefore, a comprehensive understanding of acid tolerance network of acidophiles would be helpful for the intelligent manufacturing and industrial application of acidophiles.",signatures:"Xianke Chen",downloadPdfUrl:"/chapter/pdf-download/75730",previewPdfUrl:"/chapter/pdf-preview/75730",authors:[{id:"339185",title:"Ph.D. Student",name:"xianke",surname:"chen",slug:"xianke-chen",fullName:"xianke chen"}],corrections:null},{id:"79066",title:"Quorum Sensing of Acidophiles: A Communication System in Microorganisms",doi:"10.5772/intechopen.100572",slug:"quorum-sensing-of-acidophiles-a-communication-system-in-microorganisms",totalDownloads:169,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Communication is important for organisms living in nature. Quorum sensing system (QS) are intercellular communication systems that promote the sociality of microbes. Microorganisms could promote cell-to-cell cooperation and population density to adapt to the changing environment through QS-mediated regulation that is dependent on the secretion and the detection of signal molecules (or called autoinducers). QS system is also discovered in acidophiles, a microorganism that is widely used in the bioleaching industry and can live in an acidic environment. An example is the LuxI/R-like QS system (AfeI/R) that has been reported in the chemoautotrophic species of the genus Acidithiobacillus. In this chapter, we will introduce the types and distribution of the QS system, and the biological function and regulatory mechanism of QS in acidophiles. We will also discuss the potential ecological function of QS system and the application value of the QS system in the control and regulation of the bioleaching process in the related industries and acid mine damage.",signatures:"Xueyan Gao, Jianqiang Lin, Linxu Chen, Jianqun Lin and Xin Pang",downloadPdfUrl:"/chapter/pdf-download/79066",previewPdfUrl:"/chapter/pdf-preview/79066",authors:[{id:"16729",title:"Dr.",name:"Jianqun",surname:"Lin",slug:"jianqun-lin",fullName:"Jianqun Lin"},{id:"336061",title:"Dr.",name:"Lin-Xu",surname:"Chen",slug:"lin-xu-chen",fullName:"Lin-Xu Chen"},{id:"344691",title:"Dr.",name:"Xueyan",surname:"Gao",slug:"xueyan-gao",fullName:"Xueyan Gao"},{id:"347149",title:"Dr.",name:"Xin",surname:"Pang",slug:"xin-pang",fullName:"Xin Pang"},{id:"439461",title:"Dr.",name:"Jianqiang",surname:"Lin",slug:"jianqiang-lin",fullName:"Jianqiang Lin"}],corrections:null},{id:"77339",title:"Acidithiobacillus Its Application in Biomining Using a Quorum Sensing Modulation Approach",doi:"10.5772/intechopen.98774",slug:"-em-acidithiobacillus-em-its-application-in-biomining-using-a-quorum-sensing-modulation-approach",totalDownloads:221,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"A group of particular acidophiles microorganisms (bacteria and archaea) known as chemolithoautotrophs are capable of using minerals as fuel. Its oxidation generates electrons to obtain energy and carbon that is obtained by fixing CO2 from the air. During this aerobic mineral oxidation, metals are solubilized or biodegraded. Metal bioleaching usually is used in biomining and urban biomining approaches to recovery metals such as copper, gold and zinc. Several species of bacterial genus Acidithiobacillus display a great bioleaching activity. Bacterial attachment and biofilm formation are the initial requirements to begin a successful bioleaching process. Biofilm formation in Acidithiobacillus bacteria is strongly regulated by cell to cell communication system called Quorum Sensing. The goal of this chapter is to review the Quorum Sensing system mediated by the autoinducer N-acyl- homoserine-lactones in the Bacterium Acidiothiobacillus ferroxidans, in order to enhance and to boost the bioleaching technologies based in the use of this bacterium. The main applications of the cell-to-cell communication system concepts in A. ferrooxidans are reviewed in this chapter. It is that the addition of synthetic autoinducers molecules, which act as agonist of quorum sensing system, especially those with long acyl chains, both as single molecules (C12-AHL, 3-hydroxy-C12-AHL, C14-AHL, and 3-hydroxy-C14-AHL) or as a mixture (C14-AHL/3- hydroxy-C14-AHL/3-oxo-C14-AHL) increased the adhesion to sulfur and pyrite and enhance the metal bioleaching in urban biomining approaches.",signatures:"Juan Carlos Caicedo and Sonia Villamizar",downloadPdfUrl:"/chapter/pdf-download/77339",previewPdfUrl:"/chapter/pdf-preview/77339",authors:[{id:"192846",title:"Ph.D.",name:"Juan Carlos",surname:"Caicedo",slug:"juan-carlos-caicedo",fullName:"Juan Carlos Caicedo"},{id:"195946",title:"Dr.",name:"Sonia",surname:"Villamizar",slug:"sonia-villamizar",fullName:"Sonia Villamizar"}],corrections:null},{id:"76230",title:"Immunomodulatory Potential of Lactobacillus acidophilus: Implications in Bone Health",doi:"10.5772/intechopen.97063",slug:"immunomodulatory-potential-of-em-lactobacillus-acidophilus-em-implications-in-bone-health",totalDownloads:347,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Lactobacillus acidophilus is homofermentative anaerobic rod-shaped gram-positive bacteria. L. acidophilous is one of the most common probiotics and is used for the treatment of various gastrointestinal, metabolic and inflammatory disorders. L. acidophilous produces antimicrobial compounds, maintains gut permeability and prevents dysbiosis. L. acidophilus also shows various other properties such as: it is anticarcinogenic, lowers serum cholesterol level and improves lactase metabolism of host. One of the most significant property of L. acidophilous is that it modulates the immune system and can prevent various inflammatory disorders. L. acidophilous influences several immune cells such as Th17 cells and Tregs. Various studies reported that inflammation induces bone loss and leads to several bone pathologies such as osteoporosis, rheumatoid arthritis and periodontitis. Recent studies have shown the potential of probiotics in preventing inflammation mediated bone loss. L. acidophilous is one of these probiotics and is found capable in inhibition of various bone disorders. L. acidophilous restores the dysregulated immune homeostasis and prevents inflammatory bone loss. Thus, L. acidophilous can be a potential therapeutic for the management of various bone pathologies. In this book chapter we reviewed various immunomodulatory properties of L. acidophilous along with its efficacy in preventing dysbiosis and maintaining gut permeability. We also discussed the potential role of L. acidophilous as a therapeutic for the management of inflammation induced bone disorders.",signatures:"Asha Bhardwaj, Leena Sapra, Bhupendra Verma and Rupesh K. Srivastava",downloadPdfUrl:"/chapter/pdf-download/76230",previewPdfUrl:"/chapter/pdf-preview/76230",authors:[{id:"259188",title:"Dr.",name:"Rupesh K.",surname:"Srivastava",slug:"rupesh-k.-srivastava",fullName:"Rupesh K. 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He is a fellow of the Royal Society of Arts (FRSA), a fellow of the Institution of Engineering and Technology (IET), and a senior member of IEEE.',coeditorOneBiosketch:"Patricia Shaw is a non-practicing solicitor, public speaker, and writer in the area of AI and data ethics, and CEO and founder of Beyond Reach Consulting Limited, UK, a tech ethics (policy, governance, and legal) consultancy.",coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"108303",title:"Prof.",name:"Ali G.",middleName:null,surname:"Hessami",slug:"ali-g.-hessami",fullName:"Ali G. Hessami",profilePictureURL:"https://mts.intechopen.com/storage/users/108303/images/system/108303.jpeg",biography:"Dr. Ali G. 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From Population Biology to Conservation Action: The Case of Allopatric Radiation in Western Mexico",doi:"10.5772/intechopen.94346",slug:"how-to-save-endangered-magnolias-from-population-biology-to-conservation-action-the-case-of-allopatr",body:'Magnolias have captivated mankind since ancient times, their lush evergreen foliage, varied floral scents and spectacular flowers make them highly attractive. Distributed from temperate to tropical areas of the Americas and Asia, they have an extraordinary value in horticulture, they are harvested from natural forests, either as a beauty item for solemn ceremonial rites or as a source of wood for construction, food, and traditional medicine [1, 2].
The family Magnoliaceae Juss. [3] belongs to one of the basal clades in the angiosperms, it consists of 350 species, two genera,
The fossil record suggests a North American origin for the family, migrating east through the Disko Island, Greenland, and Thulean Landbridge, with a range expansion into Europe and eventually to Asia. The cooling of the climate during the mid-Cenozoic resulted in a migration to lower latitudes and the extinction of Magnoliaceae in Europe and Siberia. Finally, the Ice-house conditions of the late-Cenozoic drove the group further south to highlands of Central and South America, as well as the mountains in South-east Asia [7].
In Mexico, as a result of allopatric speciation, there are 36 species in three sections of
In western Mexico, there are eight species of
Current distribution of
Here, we mostly focus in the species which constitute the
Magnolias in western Mexico, occur in four of its six biogeographic provinces, isolated in canyons (“barrancas”) or protected ravines of mountains, with minimum if any gene flow among their populations. They have undergone allopatric radiation, diverging in morphology, genetics, phenology, floral scents, and occupy different ecological niches (Figure 1) [11, 14, 18, 19, 20].
Here we aim to compare three species of
Seven morphological distinct taxa of the
All species in the
The leaves in
Flowers of
Like other basal angiosperm lineages such as Araceae, Arecaceae, Cyclanthaceae, Nymphaeaceae and Annonaceae, the family Magnoliaceae exhibits floral traits that have been hypothesized as evolutionary adaptations to beetle pollination (cantharophily) [21]. In general, large, bisexual flowers, with petals, tepals or floral receptacles forming a bowl shape, have been considered as distinctive features of the beetle pollination syndrome [22]. Within the Magnoliaceae, specific traits include the development of female floral structures before the male ones (protogyny) to ensure cross pollination, floral odors, floral movements and the production of heat by reproductive structures as a result of biochemical reactions (thermogenesis) [23].
Coleoptera (Scarabaeidae) have been observed feeding and mating in flowers of
Known floral visitors to the magnolias in the
Taxonomic rank of floral visitors | |||||
---|---|---|---|---|---|
Family | Subfamily | Tribe | Genus | Species | |
Scarabaeidae | Rutelinae | Anomalini | |||
Apidae | Apinae | Meliponini | |||
Scarabaeidae Scarabaeidae | Rutelinae Dynastinae | Anomalini Cyclocephalini | x x | ||
Apidae | Apinae | x | x | x |
Known insect floral visitors to each of the studied
The fruits of
Morphological divergence in flowers and fruits of
Type: MEXICO. Jalisco: Zapotlanejo municipality, on a slope on the southern margin of the Río Verde river, beside a rocky spring, 80 m NE from Las Cruces ravine, 3–5 km NNW from Matatlán, 20°44′30.4” N, 103°09′56.8” W, 1073 m, 23 Jan 2012 (fl),
Trees of (8) 10.0–15.0 m tall, 60–70 cm dbh,
Ethymology: the species was named after the great canyon in the vicinity of Guadalajara, as Henri Galeotii once name it: “la grande Barranca de Guadalaxara” (McVaugh 1952, Asa Gray Bulletin, Ann Arbor Michigan).
Distribution and habitat: Endemic to the Río Verde canyon, in the municipalities of Zapotlanejo and Ixtlahuacán del Río, Jalisco. Inhabits in steep slopes between 1073 and 1215 m asl, on rocky springs surrounded by tropical dry forest and some mesophytic plants as
Additional specimens examined. JALISCO. Zapotlanejo municipality: Las Cruces ravine, 30 m down the stream pond and the water pump, 20°44′22.21” N, 103°9′48.01” W, 1215 m, 23 Jan 2012 (fl),
Type: MEXICO. Jalisco: Vicinity of Parque Estatal Bosque de Arce. Municipio Talpa de Allende, 2.1 km SW from Los Sauces 20°14′42”N, 104°47′41”W, 1340 m, 12 Abr 2012 (fr), riparian cloud forest, besides a small tributary stream of the Talpa river.
Trees of 15.0–25.0 m tall,
Distribution and habitat: Endemic to Talpa de Allende municipality, Jalisco, México, in the east and west branches of the high watershed of the Talpa river and in the Camacho and Desmoronado tributaries of the Tomatlán river, north and above Presa Cajón de Peñas. Inhabiting in cloud forest, riparian forests and ecotones with oak-pine forest.
Additional specimens examined: MEXICO. Jalisco: Municipio Talpa de Allende, 120 m SSW from Peña del Cuervo, 20°13′4.1”N, 104°44′11”W, 2077 m, 16 Jun 2012 (fl),
Stipules adnate to petiole; fruits with connate carpels, circumcissil dehiscence and detachable mainly singly or in small irregular groups (sect.
Free petiole stipules, free carpels, fruit with dorsal dehiscence (sect.
Leaf blades 24.0–25.0 × 11.9–12.6 cm; flowers 22.0 cm diameter, fruits 7.0–10.0 × 5.0–7.0 cm; carpels 47–58; basal carpels 4.3–4.5 × 1.2–1.4 cm and their decurrence from 0.4–0.6 cm long (S of Jalisco and Colima) …
Leaf blades 35.0–45.0 × 23.0–29.0 cm; flowers 16.0 cm in diameter; fruits 14.5 × 8.5–9.0 cm; carpels 37–44; basal carpels 5–5.7 × 1.5–2 cm and their decurrence from 0.8–2.0 cm long (O of Jalisco) …
Bract, peduncular internodes and petioles densely pubescent …
Spataceae bract, peduncular internodes and petioles essentially glabrous or with pubescence limited to the nodes … 4.
Widely obovate sepals (N of Jalisco and S of Zacatecas) … 5.
Narrowly oblong sepals … 6.
Flowers 7.0–8.0 cm in diameter, with a tight pollination chamber; fruit 3.9–5.3 cm, subglobose to broadly obovoid; carpels 24–32, seeds orange …
Flowers 11–14 cm in diameter, with a loose pollination chamber, fruit 5.0–7.5, oblongoid to ellipsoid, carpels 16–22, with seeds scarlet red …
Pollination chamber subglobose to globose, leaves 13.5–27.8 × 6–14.8 cm, broadly elliptic to elliptic, often obtuse to rounded apex, petals 6–8, carpels 10–19…
Pollination chamber incipient or narrowly oblongoid, leaves 8.0–17.0 (18.0) × 3.0–6.0 (8.0) cm, elliptical-lanceolate, frequently acute apex, petals 6–7, carpels 17–25 … 7.
Sepals oblongoid, not reflexed, opening less than 90 degrees, pollination chamber loose and incipient, inner whorl of petals of greatly varying in size …
Sepals narrowly oblongoid, reflexed, opening up to 170 degrees, pollination chamber tight and narrowly oblongoid, inner whorl of petals subequal …
In this section, we review what is known so far of genetic structure and diversity in three western Mexican
Results of Bayesian clustering based on STRUCTURE; analysis performed on a) the entire data set (278 individuals, 76 loci ISSR); b) the
Results of Bayesian analysis with STRUCTURE (Figure 4), UPGMA clustering (Figure 5), and the Exact Test for differentiation (Table 2) are in accordance that there are two main genetic clusters for the whole of three species, being
UPGMA dendrogram showing the genetic relationships of the
APV | RV | ASL | ALV | SS | BA | CSJ | PV | LL | APM | |
---|---|---|---|---|---|---|---|---|---|---|
— | 0.039 | 0.051 | 0.050 | 0.069 | 0.057 | 0.060 | 0.098 | 0.097 | 0.088 | |
0.079 | — | 0.054 | 0.052 | 0.074 | 0.070 | 0.073 | 0.110 | 0.112 | 0.088 | |
0.006 | 0.001 | — | 0.032 | 0.060 | 0.065 | 0.050 | 0.077 | 0.079 | 0.072 | |
0.013 | 0 | 0.144 | — | 0.070 | 0.069 | 0.066 | 0.099 | 0.097 | 0.080 | |
0 | 0 | 0.002 | 0 | — | 0.031 | 0.030 | 0.058 | 0.042 | 0.049 | |
0.002 | 0 | 0 | 0 | 0.520 | — | 0.032 | 0.065 | 0.042 | 0.045 | |
0 | 0 | 0 | 0 | 0.312 | 0.703 | — | 0.056 | 0.042 | 0.040 | |
0 | 0 | 0 | 0 | 0.060 | 0.052 | 0.050 | — | 0.039 | 0.043 | |
0 | 0 | 0 | 0 | 0.060 | 0.475 | 0.119 | 0.976 | — | 0.038 | |
0 | 0 | 0 | 0 | 0.360 | 0.210 | 0.162 | 0.550 | 0.360 | — |
Nei’s unbiased genetic distance (above diagonal) and exact test differentiation probability values (below diagonal) among sampled localities of the
Percentage of variation | ||||||
---|---|---|---|---|---|---|
Groups | Taxa | |||||
9 (0.001) | 8 (0.001) | |||||
9 (0.001) | 8 (0.001) | 12 (0.001) | 7 (0.001) | 7 (0.001) | ||
82 (0.001) | 84 (0.001) | 88 (0.001) | 93 (0.001) | 93 (0.001) |
Molecular variance analysis (AMOVA) for Bayesian analysis and taxonomic groups of the
(2) Two Bayesian groups, (3) three taxa, p value is given in parentheses.
Other evidence for the structure represented by four groups was the results of the test with Monmonier’s algorithm (Barrier 2.2), which detected three significant geographical barriers to gene flow, segregating the four groups (Figure 4). All geographical boundaries had 100% bootstrap support. One of these is the Trans-Mexican Volcanic Belt (TMVB), which is the main physiographic barrier between
The outcomes of this population genetics study reveal that
Differentiation indices were moderate in general, but higher in
The correlation between geographical and genetic distances among all localities of the
In summary, based on ISSR genetic variation, the
Phenology aims to characterize the behavior and the biological adaptation of the species in its natural habitats, which may help guide important management conservation strategies. We studied three different species of
The synchrony of the flowering phenophase between populations or species is essential to detect possibilities of gene flow between species and existence of temporary barriers in reproductive phenophases. Since the incipient asynchrony observed in the flowering of the three species was linked to their amplitude of flowering (which lasts up to six weeks with significant intersection) it was considered insufficient to prevent gene flow. The hypothesis of non-seasonality in the phenophases of the three species was rejected, which was high in
The flowering (female-flower) phenophase showed an incipient asynchrony among species, being earlier in
Circular histograms of two phenophases for the three
The fruiting phase was asynchronous among species, and showed high seasonality only for
Differences in productivity were also evident, the higher productivity of reproductive phenophases (flowering and fruiting) of
More recently, several ecological studies have examined the roles of floral scent in the biology of the plant [57]. Scents, essential oils, or volatiles are secondary metabolites produced by plants to fulfill protection functions against herbivores, phytopathogens, and even other plants [58, 59]. These form a complex matrix with a lipophilic-volatile nature [60], from a chemical point of view, these volatile compounds belong to chemical classes such as terpene derivatives (oxygenated or hydrocarbons), phenylpropanoids, benzenoids, and nitrogen-containing compounds [61, 62]. The combinations of the constituents of this scent mixture give each flowering plant species a unique fragrance [57]. Through a compilation of data, the genus
For details of flower collection techniques, essential oils extraction and determination of floran scents chemical composition see Mendeley Data repository [66].
The yield of essential oils from flowers of these three
Specie | Flower mass (g) | Essential oil (mL) | Yield | Odor |
---|---|---|---|---|
100 | 0.22 | 0.21% | Sweet, citric | |
100 | 0.24 | 0.25% | Sweet, citric | |
100 | 0.30 | 0.30% | Sweet, woody |
Essential oils of
Floral scents chemical profiles by gas chromatography:
In the chromatograms differences evidenced, in a specific manner, on the major components. Within the chemical composition of floral essential oils the major compounds greater than 3% of the total components obtained for each species from the most abundant were as follows. In the case of
Matrix of chemical compounds present in
The presence of compounds could be associated to the closely related taxonomic affinity confirmed trough molecular phylogenetic analysis; for example analyzing other three species closely related:
The most important and critical stage during the development of the plants is germination; therefore, it is also for the natural repopulation of the species and the dynamics of the populations [71]. The ability of a seed to germinate is known as viability, that is, the embryo is alive and can remain so for some time. A viable seed with dormancy is one that cannot germinate under any condition of physical environmental factors (humidity, temperature, light/dark, etc.), which are otherwise favorable for germination [72]. Therefore, the success of germination depends on whether or not the seeds have a dormancy mechanism, on their viability and on the time needed for them to germinate [73].
Seeds must be collected from 10 different plants of ripe fruit and extracted manually. To prevent fungal infection, a contact fungicide (Captan) was used for the seeds of
Were used 100 seeds per treatment with five replicates of 20 seeds per container for the four species. Once the treatments were concluded seeds of
The percentage of viability of all species was determined through tests in a 1% tetrazolium solution; two replicates of 50 seeds were used for
Staining of seed tissues with tetrazolium in the viability test in
The viability is 80% for
Viability percentages for:
Four treatments were used for
Germination process of
In general, the percentage of germination obtained for
Low germination rates (< 70%) may indicate that the seeds are dormant and cannot be broken [90]. The results in these studies suggest that cold stratification treatments and manual aryl removal may indicate the presence of physiological and chemical dormancy, respectively [72]. Taken together, these results are consistent with reference [29] who recommends that
On the other hand, it has been proven that the use of phytohormones is a promoter of germination with physiological dormancy [72]. Conversely, it was found that the phytohormone treatments used in the experiments on
Climate change is an important driver for future distributions of tree species, as it is expected to modify environmental conditions critical for plant populations maintenance. An analysis of 40 species of North American tree species from the temperate zone [92] revealed the higher vulnerability to climate change for the species growing in a colder climate, including the high-elevation mountain trees. In tropical mountain landscapes of Andes, the changes in habitat suitability are expected to be of a mixed character, while favorable for some tree species they may be prejudicial for others, with an overall general increase of species risk of extinction found in approximately 20% of tree species [93]. The increase of the risk of tree species extinction from climate change is related to the projected scale of the climate zones shift, which is highly variable across the globe [94]. In the situation of the terrain with complex irregular topography the extent of habitat suitable for species may be particularly sensitive to climate change [95], as the habitat tolerances of the mountain flora are generally narrow and the distribution shift upwards in the mountains frequently means the reduction of populations. At the same time, the complex topography may offer the high heterogeneity of habitat, which could provide opportunities for emerging local refugia, detectable at a fine spatial scale [96]. In the case of
An important step in the assessment of tree species vulnerability and extinction risk in the climate change scenarios is the analysis of habitat suitability dynamics. The habitat suitability belongs to the core concepts of the ecological niche theory, particularly of great importance in the field of plant ecology, as plants cannot evade adverse environmental conditions by sheltering or migrating within the single generation [99]. The assumption that healthy plant populations stay in the equilibrium with the contemporary or recent environmental conditions is central for accessing habitat suitability through niche modeling and projecting [100]. The climatic envelope models are a particular class of habitat suitability and niche models that uses the climatic variables as an approximation to the maximal extent of the habitat suitable to support species [101]. This class of models is widely used for the analysis of species-climate relations in the current climate, and for the heterochronic studies using past and future climate strata, as well as for predicting species distributions.
After accepting the equilibrium assumption, we used the field observations of the presence of three
The species presence dataset of three taxa of the
As it was expected, the climatic envelope models recovered the suitable habitat extent larger than the known species distributions. The reasons of the overestimation are discussed in Shalisko
Areas of habitat suitability higher than ESS threshold in at least 50% of cross-validation runs of the climatic envelope model for recent (1970–2000) climatic conditions. The key map on the left part shows the location of the right frame within North America.
Despite the systematic overestimation of the suitable area, the climatic envelope models are useful for the evaluation of the species vulnerability to climate change, as the same bias applies to the prediction of habitat suitability in current conditions and future projections. The changes in the area with suitable conditions may be proportional to the changes in true potential distribution.
The dynamics of suitable area in SSP2–4.5 scenario [105] (Figure 13) was favorable for
Areas of habitat suitability higher than ESS threshold in at least 50% of cross-validation runs of the climatic envelope model for projected future (2080–2100) climatic conditions under SSP2–4.5 and SSP3–7.0 scenarios. Symbology and extent is the same as in
The baseline SSP3–7.0 scenario [105] produced habitat suitability projections that are concerning in terms of species survival (Figure 13). In the case of three species, the fast decline in habitat suitability was predicted from the middle of the century, resulting in a loss for the end of the century of 66% of the suitable area in the case of
The uncertainty associated with habitat loss projections remained high due to the limitations of climatic envelope modeling and the uncertainty from global circulation models and CO2 emission scenarios. However, the general trend of probable habitat loss for
Similarly to reference [95] interpretation of the effect of habitat suitability reduction in the species survival, we consider that the risk of species extinction from habitat loss may be overestimated when the data was analyzed in coarse-scale, as the local small size refugia were excluded from consideration. The true vulnerability of species to climate change depends on several factors outside of the scope of the current analysis. Tree populations may have a lag in reaction to climate change as the long-living sessile organisms [106]. The result of this lag could be the absence of the immediate disappearance risk for adult tree individuals, that could successfully tolerate significant environmental stress, but the reduction of the reproductive success required for the populations maintenance. In many species of the North American trees, the observed distribution is not entirely concordant with the current climate, as the long-living organisms may present the ‘extinction debts’ and ‘colonization credits’ at some parts of their actual or potential ranges [106]. In the case of
More than 350
The estimated EOO (km2) and AOO (km2) were: for
IUCN Red List category [107] | Vulnerable | — | Endangered | Endangered | — | Critically Endangered |
Current threats | Anthropogenic factors, seed predation by squirrels, rapid degradation of fallen indehisced fruits, shade intolerance, low seed dispersal, livestock, illegal logging | Agricultural expansion, construction of the El Zapotillo dam that will flood a large part of the species’ population, climate warming | Illegal logging, livestock, mining, agricultural expansion, avocado and coffee plantations, fruit orchards (guava, citrus), forest fires | Isolated populations, fragmented habitats, high deforestation rate, low regeneration, changes in land use, forest fires | Agricultural expansion, illegal logging, avocado and coffee plantations, fruit orchards (guava, citrus), forest fires | Restricted distribution, highway construction for Puerto Vallarta bypass, forest fires, insect pests, global warming, agricultural expansion |
No. of individuals | 43 ind. in 20 0.1 ha plots, Villas de Cacoma | Only 74 known ind. From RV | 48 ind. in six 0.1 ha plots, Cerro La Bufa +72 ind. in San Sebastián del Oeste region | 735 known ind. From all known populations ASL, ALV, APV and others | 40 ind. in 20 0.1 ha plots +54 outside of the plots, Talpa river watershed, maple forest | 27 ind. in two 0.1 ha plots, from APM, 187 known ind. From APM, LL, PV and others |
Ex-situ records | 2 | 0 | 55 | 209 | 0 | 19 |
Genetic diversity | Unknown | Very low | Low | Very low | Low | Low |
Seed productivity | High | Middle | Middle | High | Low | Low |
Known populations in 1994 | 3 | 0 | 7 | 6 | 0 | 0 |
No. populations in 2020 | 23 | 3 | 14 | 14 | 5 | 6 |
Radius (km) | 45 | 1.5 | 50 | 30 | 15 | 16 |
Biogeographic provinces | 1 | 2 | 3 | 2 | 1 | 2 |
Altitude (m a.s.l.) | 800–2400 | 1000–1240 | 750–2250 m | 1300–1800 | 1050–1800 | 100–1100 |
Latitudinal | 19°10′–19°50′ | 20°45′–20°43′ | 20°30′–21°38′ | 20°46′–21°15′ | 20°12′–20°18′ | 20°20′–20°35′ |
EOO (km2) | 19,444.2 | 0.7 | 1,216.2 | 1259.3 | 91.8 | 124.0 |
AOO (km2) | 196 | 12 | 72 | 96 | 32 | 44 |
Updated category from IUCN criteria: B1ab (iii,v), B2ab (iii,v), or C1 | Vulnerable B1b (iii,v) B2b (iii,v) | Critically Endangered B1ab(iii,v), C1 Low genetic diversity | Endangered B1ab (iii,v) B2ab (iii,v) | Critically Endangered B1ab (iii,v) B2ab (iii,v) Low genetic diversity | Critically Endangered B1ab(iii,v) | Critically Endangered B1ab(iii,v) |
Relevant conservation data to guide establishing conservation priorities for
The genetic diversity of a species is an important indicator of its conservation status due to its positive correlation with the capacity to adapt and overcome abiotic and biotic changes. The genetic diversity of the three species studied here is considered lower than the average (H = 0.22) [45], and it is even lower than that of
The IUCN criteria do not consider the levels of genetic diversity and differentiation for assessing extinction risk, but
Despite
Magnolias, like other plant species, may be reproduced both sexually (by seeds) and asexually (through plant tissues).
This kind of propagation involves genetic recombination, which provides a genetic variability that improves the plant’s ability to adapt to its environment [29, 115], ensuring that long-term survival by reducing the risk of suffering a bottleneck effect, which puts a species in danger of extinction [116]; Also, more vigorous seedlings are generated and the propagation is easier and cheaper than asexual reproduction, on the other hand, the plants take longer to reach maturity and bloom. In section “2.6 Pre-germination and seed dormancy treatments” of this chapter, the aspect of sexual reproduction in magnolias of Western Mexico is addressed more extensively.
Asexual reproduction has been only reported for
This approach has the advantage of reducing costs in large-scale production and the plants obtained are more uniform, but to ensure survival it is necessary to have better-equipped facilities and develop specific protocols for Neotropical magnolias. Method for cuttings in
It is recommended when you want to get only a few plants. Produces larger plants in a shorter period of time, but requires more space and labor [29]. More information about this technique can be avaible in the following references [29, 117, 118].
Here named as such, is an intermediate cutting-layering technique. In the cutting a reed incision is made 5 cm above the basal cut, a small piece of plastic is inserted between the reed and the stem to ensure an acute angle separation. A paste with fungicide and rooting hormone (1:1) is applied to the exposed sides of the incision. Subsequently, the wound area is covered with a substrate, securing it as layering with a piece of plastic tied at the ends with ropes. A small segment is cut from the basal part of the cutting-layer in water, to ensure that the air does not interrupt the flow of water through the conductive vessels. The basal part must be in contact with the water and the covered region of the wound must remain in the air, taking care to always keep the layering moist, making sure that the plastic has small holes that allow the excess water to drain. Leaf areas with lesions or infections should be trimmed and the water always kept fresh by making replacements when necessary [117].
It is an easy and cheap method but requires more space, labor and time. Recommended for species and cultivars difficult to root [29], the graft should be done between genetically closest species since there is better long-term compatibility [119]. It is a great alternative for threatened species with low fertility [117]. For major types of grafts of magnolias see the following references: chip-budding [29, 118], side-grafting [29], wedge or cleft grafting [117], crown grafting [117], canutillo graft [117], shield budding [117], patch budding [117], and approach grafting [117].
It involves the regeneration of a whole plant from a small portion taken from any part of a parent plant, producing enormous quantities of plants from a few cells. This method, in particular, represents a difficult and expensive task, coupled with the fact that some species may be more difficult to propagate by this means, a situation that is attributed to the high content of phenolic acid in magnolias, which can inhibit the growth of the crop, requiring frequently change the explant to a fresh medium, it has also been observed that magnolias tend to generate vitrified growth under tissue culture, which does not generate roots and rarely reverts to normal growth [29]. Phenolic acid content is lower in magnolias after dormancy is broken, so it is better to use dormant branches to obtain explants [120]. More information about this technique can be found in Refs. [29, 120, 121].
The goal of reintroduction is to establish a viable population of any species in the wild and is essential to increase its long-term survival and to reestablish key species in an ecosystem and restore its natural biodiversity, so it must be carried out within the area of distribution and primitive natural habitat of the target species [122]. For a reintroduction to be successful, it should be considered the awareness of the population and community participation, the planting time and composition of the individuals in quantity and quality (Figures 14 and 15). It must be ensured that the site has the appropriate biotic and abiotic requirements for the species in all its life stages, considering seasonal and post-establishment needs, continuous monitoring and management is required to provide feedback [123]. In the case of magnolias, it has been found that they belong to an intermediate and late-successional state, so reintroduction and reforestation projects must consider planting individuals under a pre-existing plant cover [124]. In tropical magnolias, no tolerance to prolonged dry seasons has been found, so to plant them, humid regions, well-drained sites with slightly acidic soils (pH close to 6) and little compacted should be chosen [117]. For transplantation to the ground, reference [117] recommends loosening the soil first, taking care not to injure any roots when removing them from the bag, always keeping the soil moist, adding mulch around the stem to keep moisture and avoid weeds, and, in case of if necessary, apply dilute phosphoric acid to lower the soil pH.
Course-workshop on conservation challenges for
Left: Reintroduction of
Of the six species of
In the case of
With
Although all these species, except for the new ones described here, are under some risk category of the IUCN Red List, at the national level, only one of them,
It is vitally important to create integrated management and conservation strategies according to each species, which include reaching stakeholders of the communities where these magnolias are distributed since the first step is to increase conservation awareness and foster appropriation of their natural resources. An example is a Workshop held by some of the authors of this chapter in the Nahua community of Ayotitlán, where
Alternatively, Wildlife Conservation Management Units (UMA for its acronym in Spanish) can be created in which, in addition to conserving the site, the owner obtains benefits through the sustainable use of its natural resources and can be beneficiaries of subsidies for the conservation and sustainable use of wildlife native at UMA [128].
Property owners can also be creditors of the Payment for Environmental Services (PES), which is a program whose purpose is to promote the recognition of the value of the services provided by ecosystems by creating a market for them [129].
The ex-situ conservation centers aim to reduce the risk of extinction of threatened species and act as a complement to in-situ conservation by supporting wild populations with the reintroduction of specimens and restoration of habitats, acting as gene banks, promoting research and continuing to raise social awareness as elements of diffusion and environmental education [130]. For
Species | University of Guadalajara, Zapopan | Vallarta Botanic Garden | National Center of Genetic Resources, Tepatitlán |
---|---|---|---|
0 | 0 | 1 | |
11 | 1 | 1 | |
0 | 2 | 0 | |
1 | 0 | 0 | |
0 | 0 | 1 | |
0 | 3 | 0 | |
2 | 4 | 0 | |
17 | 38 | 0 | |
180 | 29 | 0 | |
0 | 1 | 0 | |
80 | 35 | 0 | |
14 | 5 | 0 |
In March 2020, a Magnolia Conservation and Propagation Workshop was held in the Nahua community of Ayotitlán, in which a small greenhouse was installed so that the community could reproduce
Dr. Rosa de Lourdes Romo Campos has dedicated herself for several years to the conservation of
The
The genetic structure of the
Similar to other basal angiosperm lineages, beetle pollination has been associated with the Magnoliaceae, however, we have documented that hymenopterans could also play a significant role as pollinators in some species as demonstrated in
Flower showed an incipient asynchrony, insufficient to prevent gene flow, while fruiting had a marked asynchrony among the three species, suggesting specialization by reducing competitors and enhancing dispersal. Flowering seasonality was significant for
Floral scents in the three studied species of
The conservation status of the western Mexican
Climate change scenarios projected in the next 80 years suggest high vulnerability for two species (
Given that there is still little knowledge on insect floral visitors and the floral biology of most
The results of the percentages of viability differ from those of germination in
We dedicate this chapter to the distinguished Professor of Natural Sciences Dr. Enrique Estrada Faudón, from University of Guadalajara, the western Mexican “Humboldt” for leading since 1985, the first large-scale propagation of
In recent years, the number of studies using fluorescence techniques for the characterization of dissolved organic matter (DOM) in natural and wastewaters has significantly increased [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]. There are several reasons for this fact: fluorescence is a fast, sensitive, and nondestructive analytical technique that requires small volumes of the sample. Moreover, in most cases, samples just require a simple pretreatment (pH adjustment and filtration, if necessary) and fluorescence probes can be readily adapted to automated devices for in situ measurements.
Fluorescence offers several advantages over other alternative techniques often used in water analysis. For instance, global parameters such as biochemical oxygen demand (BOD) and chemical oxygen demand (COD) provide no information on the structure and properties of DOM, in addition to being time-consuming methods (5 days and 2 hours, respectively). Other more sophisticated techniques, such as gas chromatography-mass spectrometry (GC/MS), infrared spectroscopy (FTIR), and 1H- and 13C-nuclear magnetic resonance (NMR), require complicated and laborious procedures for extraction-purification of the aqueous samples. Moreover, when analyzing complex matrices, such as wastewaters, FTIR, and NMR signals, usually overlap into broad and poorly resolved bands, thus making the interpretation of the spectra difficult [17].
Several fluorescence techniques can be applied to the analysis of freshwaters and wastewaters, such as the conventional emission scan fluorescence (ESF) and the more interesting synchronous fluorescence spectroscopy (SFS). However, the most useful and complete technique used at present is excitation-emission matrix fluorescence (EEMF, also known as total luminescence spectroscopy: TLS), in which a series of emission scans are collected for a range of excitation wavelengths. The generated matrix of data can be represented either in the form of a 3D-graph or a 2D-contour map, thus making it easier for quick identification of the main fluorescence peaks present in the sample. Peak coordinates are represented as (
The main EEMF peaks found in natural and wastewaters are the following and can be classified into three major groups (
Humic-like peaks: peak A (230–260/400–480 nm, fulvic-like), peak C (320–360/420–460 nm, humic-like). They are associated with humic substances (fulvic and humic acids).
Protein-like peaks: tyrosine-like peaks B1 (275–310/305–320 nm) and B2 (220–237/305–320 nm), tryptophan-like peaks T1 (275–285/320–350 nm), and T2 (215–237/340–381 nm). They are mainly associated with the presence of proteinaceous material (proteins and peptides) containing the amino acids tyrosine and tryptophan. However, this fluorescence might not be due exclusively to proteins, since recent studies have reported that humic substances can encapsulate proteins under certain circumstances, indicating a potential combination between them. Additionally, some polyphenolic compounds, such as lignin, have also been reported to exhibit tryptophan-like fluorescence [20].
Microbial-like peak M (290–310/370–420 nm): this peak is associated with the release of organic compounds from recent microbiological activity.
Unfortunately, neither lipids (oil and grease) nor carbohydrates (both of them usually present in wastewaters) can be detected by EEMF, which constitutes a drawback when a comprehensive characterization of the water is required.
A location of these peaks in a typical EEMF spectrum is shown in Figure 1. In addition to the aforementioned peaks, several fluorescence indices are also used in some studies for specific purposes (see Figure 1), such as:
Location of the main EEMF peaks and fluorescence indices in waters.
Fluorescence index (FI), first introduced by McKnight [21], is calculated as the ratio of emission intensity at 450/500 nm measured at
This index has been mostly used to elucidate the origin of fulvic acids in freshwaters (FI values around 1.9 denote fulvic acids of microbial origin, whereas values around 1.4 indicate terrestrially derived fulvic acids [22]. FI has been also reported to show a negative correlation with the aromaticity of humic substances [23].
Humification index (HIX): this index was proposed by Zsolnay [24] and is determined as the ratio of fluorescence intensities of the integrated emission region of
Later on, a modification of the original HIX was introduced, calculated as the emission intensity in the 435–480 nm region divided by the sum of total intensities in the (300–345 + 435–480) nm regions. This index is denoted as “normalized HIX” (HIXnorm), as it ranges from 0 to 1.
HIX is related to the degree of humification of the organic matter in waters and is strongly correlated with DOM (dissolved organic matter) aromaticity [25].
Biological index (BIX), first introduced by Huguet [26], is determined by dividing the fluorescence intensities at the emission wavelengths of 380 and 430 nm, measured at
As shown in Figure 1, BIX is strongly correlated with peak M, indicating the presence of organic matter recently released by microorganisms in water (autochthonous DOM from biological origin) [23].
Before getting into the fluorescence applications in the wastewater field, it is interesting to do a brief review of its applications in natural waters, both freshwaters (rivers, reservoirs, etc.) and marine waters since this field has been the most studied for many years. The most abundant EEMF peaks found in natural waters are humic-like peaks (both A and C), which is indicative of the presence of humic and fulvic acids in water, the latter constituting the majority fraction of the aquatic humic substances. Actually, a considerable presence of protein-like peaks in freshwaters is usually related to wastewater discharges of anthropogenic origin [18, 27]. Humic substances make up most of the NOM (around 30–50%) present in freshwaters [28] and are originated from both humification processes occurring during the decomposition of vegetable organic matter in water (autochthonous microbial origin) and elutriation of soil humic substances from the surrounding terrain (terrestrial origin).
There are several drawbacks directly related to an excessive presence of humic substances in water, such as an increased formation of disinfection by-products upon chlorination (mainly trihalomethanes), they can act as carriers for micropollutants and heavy metal ions via the formation of soluble complexes with them, they contribute to membrane fouling in membrane-based water treatments (for instance, membrane biological reactors or MBR), they contribute to the biofilm formation in water distribution pipelines and they can hinder the adsorption of micropollutants onto activated carbon.
EEMF can provide interesting information on humic substances structure and properties: the location and shift of the peaks and their fluorescence intensities are correlated to some parameters, such as the aromaticity degree, carboxylic acidity, and the degree of humification. Additionally, there are several well-established behaviors concerning the fluorescence of humic substances [29, 30], namely:
the intensity of the fluorescence peaks (both A and C) decreases with increasing the macromolecule molecular size.
concerning substituted aromatic moieties in the humic macromolecule: electron-donating groups (-OH, -NH2, and -OCH3) cause an increase in the fluorescence intensity, whereas electron-withdrawing groups (-COOH) cause the opposite effect.
hydroxyl, alkoxyl, amino, and carbonyl-containing substituents usually cause a red-shift (fluorescence maxima shift toward longer wavelengths).
a reduction in the aromaticity degree of the macromolecule (for instance, a reduction in the number of aromatic rings) usually causes a blue-shift (fluorescence maxima shift toward shorter wavelengths).
Figure 2 shows the EEMF spectrum (2D-contour map) of natural water (Úzquiza Reservoir, which supplies to the city of Burgos, Spain) and the EEMF spectrum (3D-graph) of a pure fulvic acid (Nordic fulvic acid, reference material from the international humic substances society). As shown in Figure 2, the reservoir water is characterized by only presence of humic-like peaks, a high-intensity peak A (fulvic-like), and a less intense peak C (humic-like). There is no presence of protein-like peaks, which is indicative of the absence of urban wastewater discharges and therefore, a clear sign of good quality water. Obviously, the 3D spectrum of the pure fulvic acid (Figure 2) only contains humic-like peaks, being the fulvic-like peak A the majority one.
EEMF spectrum (2D contour plot) of a reservoir water (left) and EEMF spectrum (3D graph) of aquatic fulvic acid (right). The 3D fulvic acid spectrum also shows the first and second order Rayleigh scattering peaks.
Dissolved organic matter (DOM) in wastewater comprises a great variety of organic compounds, from low-molecular weight (MW) substances (amino acids, small organic acids, simple sugars, etc.) to high-MW compounds (proteins, humic substances, carbohydrates, etc.) [23, 31, 32, 33, 34]. In the wastewater field, fluorescence has been mostly applied to the characterization of effluent organic matter (EfOM) from urban wastewater treatment plants (WWTPs) [1, 2, 3, 4, 7, 8, 35, 36].
Protein-like peaks T1 and T2 (tryptophan-like peaks) are usually the most abundant EEMF peaks found in urban wastewaters. These peaks originated from both proteinaceous material present in the influent (anthropogenic origin) and protein-like compounds released by microorganisms (soluble microbial products: SMP) during the biological treatment stage in WWTPs [19, 37]. Conversely, the presence of tyrosine-like peaks (B1 and B2) in urban wastewaters is less frequent because tyrosine fluorescence is usually quenched within high molecular weight proteins due to resonance energy transfer [1]. That is why the detection of peaks B in the EEMF spectrum is usually associated with the presence of free tyrosine or tyrosine-containing small peptides (in which tryptophan is not present) in the sample [38].
The relative abundance of tryptophan-like peaks T1 and T2 (T1/T2 ratio) in the influent depends on the specific type of domestic wastewater and the influence of industrial discharges into the municipal WWTP. Consequently, peak T1 is reported as the most abundant in some studies from the literature [19, 34, 35] whereas peak T2 in others [1, 20, 39].
EEMF has also been proved to be useful to track changes in NOM throughout the sequence of treatment in WWTPs [40]. Protein-like peaks are more biodegradable than humic-like peaks, whereas the latter are more amenable to be removed by sedimentation. Therefore, in WWTPs protein-like peaks show greater percentages of removal at the biological treatment stage, whereas humic-like peaks at the clarification stage [37].
Figure 3 shows the EEMF spectrum of an urban wastewater influent and effluent (wastewater treatment plant of Burgos and Spain). Quenching effects caused by the presence of metal ions in the wastewater (mainly iron) are negligible due to their low concentration levels, usually found in urban wastewaters. As shown in Figure 3, tryptophan-like peak T2 is the most abundant in this wastewater and the comparison of fluorescence intensities between the influent and the effluent allows the estimation of removal percentages for each peak.
EEMF spectrum of urban wastewater influent (left) and effluent (right).
In the wastewater field, most studies reported in the literature have focused on urban/domestic wastewaters, but little attention has been paid to industrial effluents. In addition to the organic compounds typically present in urban wastewaters (see Section 2.2), industrial wastewaters can contain a great diversity of organic pollutants depending on the specific industry sector (phenols, pharmaceuticals, organic solvents, surfactants coming from tank cleaning processes, etc.). For this reason and contrary to urban wastewaters (where a typical EEMF spectrum with a predominance of protein-like peaks is expected in most cases), no standard EEMF spectrum can be associated with industrial effluents. For instance, food-related industries (milk, brewery, winery, biscuit industries, etc.) do show EEMF spectra similar to those of urban wastewaters (predominance of protein-like peaks) but conversely, old landfill leachates exhibit spectra just containing humic-like peaks: the higher the landfill age (and therefore the higher the humification degree of the humic substances) the greater the humic-like peak C fluorescence intensity [23]. It is interesting to note that some kinds of industries, such as pulp and mill, textile dyeing industries, and slaughterhouses, are reported to potentially show specific fingerprints that could allow a tentative identification of their origin but more research is needed on this issue [23].
Figure 4 shows the EEMF spectrum for a food industry effluent (a cold-meat processing factory) and municipal landfill leachate. As commented earlier, the spectrum of the cold-meat industry effluent is characterized by the predominance of protein-like peaks, whereas that of the landfill leachate exhibits a dominant humic-like fluorescence (peak C), indicating leachate coming from an old landfill.
EEMF spectrum of a food industry wastewater (cold-meat industry effluent) and a municipal landfill leachate.
Table 1 summarizes the different types of water frequently characterized by EEMF along with the references included in this chapter.
Type of water | References | |
---|---|---|
Natural waters | [5, 6, 10, 11, 12, 14, 16, 21, 24, 25, 26, 27, 29, 30, 36, 38] | |
Urban wastewaters | [1, 2, 3, 4, 7, 8, 9, 15, 17, 18, 19, 20, 23, 28, 31, 33, 34, 35, 36, 37, 39] | |
Industrial wastewaters | Food industries | [32, 41, 42, 43, 44] |
Pulp mill industries | [22, 41, 45] | |
Textile industries | [41, 46, 47, 48, 49, 50] | |
Slaughterhouses | [41, 51, 52] | |
Landfill leachates | [40, 41, 53, 54, 55, 56] | |
Pharmaceutical industries | [13] |
Types of waters typically analyzed by EEMF and related literature references.
Fluorescence, and particularly excitation-emission matrix fluorescence (EEMF), has been proved to be a useful and versatile analytical technique for the characterization of the organic matter present in wastewaters. Due to the fact that fluorescence is a fast and user-friendly technique, it can be easily implemented in wastewater treatment plants for routine measurements, allowing a rapid response to deal with potential problems in the treatment line. New studies in this field are being continuously released and this trend will surely continue in the future.
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Lopez",coverURL:"https://cdn.intechopen.com/books/images_new/2221.jpg",editedByType:"Edited by",editors:[{id:"146976",title:"Dr.",name:"Gloria",middleName:"I.",surname:"López",slug:"gloria-lopez",fullName:"Gloria López"}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}],booksByTopicTotal:7,seriesByTopicCollection:[],seriesByTopicTotal:0,mostCitedChapters:[{id:"67923",doi:"10.5772/intechopen.87843",title:"Structure and Dynamics of Plumes Generated by Small Rivers",slug:"structure-and-dynamics-of-plumes-generated-by-small-rivers",totalDownloads:888,totalCrossrefCites:6,totalDimensionsCites:15,abstract:"The total share of small rivers in the influxes of fluvial water and suspended matter to the world ocean is estimated at between 25 and 40%. On a regional scale, this contribution can be even more significant for many coastal regions. In this chapter, we show that dynamics of small river plumes is significantly different from that of plumes generated by large rivers. Spatial structure of small plumes is generally characterized by sharper horizontal and vertical gradients. As a result, small plumes exhibit more energetic temporal variability in response to external forcing. In this chapter, we address several dynamical features typical for small plumes. We describe and discuss the response of small plumes to wind forcing and river discharge variability, the interaction between neighboring small plumes, and the generation of high-frequency internal waves in coastal ocean by small rivers. We also substantiate the Lagrangian approach to numerical modeling of small river plumes.",book:{id:"8007",slug:"estuaries-and-coastal-zones-dynamics-and-response-to-environmental-changes",title:"Estuaries and Coastal Zones",fullTitle:"Estuaries and Coastal Zones - Dynamics and Response to Environmental Changes"},signatures:"Alexander Osadchiev and Peter Zavialov",authors:[{id:"296909",title:"Prof.",name:"Peter",middleName:null,surname:"Zavialov",slug:"peter-zavialov",fullName:"Peter Zavialov"},{id:"296910",title:"Dr.",name:"Alexander",middleName:null,surname:"Osadchiev",slug:"alexander-osadchiev",fullName:"Alexander Osadchiev"}]},{id:"64510",doi:"10.5772/intechopen.82320",title:"Introductory Chapter: Morphodynamic Model for Predicting Beach Changes Based on Bagnold’s Concept and Its Applications",slug:"introductory-chapter-morphodynamic-model-for-predicting-beach-changes-based-on-bagnold-s-concept-and",totalDownloads:906,totalCrossrefCites:13,totalDimensionsCites:15,abstract:null,book:{id:"6012",slug:"morphodynamic-model-for-predicting-beach-changes-based-on-bagnold-s-concept-and-its-applications",title:"Morphodynamic Model for Predicting Beach Changes Based on Bagnold's Concept and Its Applications",fullTitle:"Morphodynamic Model for Predicting Beach Changes Based on Bagnold's Concept and Its Applications"},signatures:"Takaaki Uda, Masumi Serizawa and Shiho Miyahara",authors:[{id:"13491",title:"Dr.",name:"Takaaki",middleName:null,surname:"Uda",slug:"takaaki-uda",fullName:"Takaaki Uda"}]},{id:"41072",doi:"10.5772/51864",title:"The November, 1st, 1755 Tsunami in Morocco: Can Numerical Modeling Clarify the Uncertainties of Historical Reports?",slug:"the-november-1st-1755-tsunami-in-morocco-can-numerical-modeling-clarify-the-uncertainties-of-histori",totalDownloads:2423,totalCrossrefCites:4,totalDimensionsCites:10,abstract:null,book:{id:"2221",slug:"tsunami-analysis-of-a-hazard-from-physical-interpretation-to-human-impact",title:"Tsunami - Analysis of a Hazard",fullTitle:"Tsunami - Analysis of a Hazard - From Physical Interpretation to Human Impact"},signatures:"R. Omira, M.A. Baptista, S. Mellas, F. Leone, N. Meschinet de Richemond, B. Zourarah and J-P. Cherel",authors:[{id:"16693",title:"Prof.",name:"Maria Ana",middleName:null,surname:"Baptista",slug:"maria-ana-baptista",fullName:"Maria Ana Baptista"},{id:"16695",title:"Dr.",name:"Rachid",middleName:null,surname:"Omira",slug:"rachid-omira",fullName:"Rachid Omira"},{id:"92702",title:"Prof.",name:"Frederic",middleName:null,surname:"Leone",slug:"frederic-leone",fullName:"Frederic Leone"},{id:"148352",title:"MSc.",name:"Samira",middleName:null,surname:"Mellas",slug:"samira-mellas",fullName:"Samira Mellas"},{id:"148353",title:"Prof.",name:"Bendahou",middleName:null,surname:"Zourarah",slug:"bendahou-zourarah",fullName:"Bendahou Zourarah"},{id:"148356",title:"Prof.",name:"Jean-Philippe",middleName:null,surname:"Cherel",slug:"jean-philippe-cherel",fullName:"Jean-Philippe Cherel"},{id:"157593",title:"Prof.",name:"Nancy",middleName:null,surname:"Meschinet De Richemond",slug:"nancy-meschinet-de-richemond",fullName:"Nancy Meschinet De Richemond"}]},{id:"58729",doi:"10.5772/intechopen.73217",title:"Spatio-Temporal Analysis of Sea Surface Temperature in the East China Sea Using TERRA/MODIS Products Data",slug:"spatio-temporal-analysis-of-sea-surface-temperature-in-the-east-china-sea-using-terra-modis-products",totalDownloads:1071,totalCrossrefCites:3,totalDimensionsCites:8,abstract:"Sea surface temperature (SST) is an important parameter in determining the atmospheric and oceanic circulations, and satellite thermal infrared remote sensing can obtain the SST with very high spatio-temporal resolutions. The study first validated the accuracy of TERRA MODIS SST daytime and nighttime products with the timing SST measurements from the ships in the East China Sea (ECS) in February, May, August and November, 2001, and then the daily variation of daytime and nighttime SST difference was analyzed. Using 16-year MODIS SST monthly products data from February 2000 to January 2016, when all SST monthly products in February, May, August and November were averaged respectively, the seasonal spatial distribution pattern of SST in the ECS was discovered. After monthly sea surface temperature anomaly was finally processed by the empirical orthogonal function (EOF), the interannual variability of SST in the ECS was discussed. The results show that the MODIS SST daily products have a good accuracy with a mean absolute percentage error (MAPE) below 5%. The SST difference between day and night is the largest in winter, followed by spring, then for autumn and the smallest in summer, while the diurnal SST difference is very low for the same season in the different seas. The SST in the ECS displays the obvious seasonal spatial distribution pattern, in which the SST of winter is gradually increasing from north to south, while local temperature difference is the largest for 26.5°C in a year. In comparison, the SST in summer tends uniform and the difference is not more than 5°C in the whole sea. From the EOF analysis of SST anomaly, the interannual variability of SST in the ECS is affected by the East Asian monsoon, the latitudinal difference of solar radiation, the offshore circulation and the submarine terrain.",book:{id:"6195",slug:"sea-level-rise-and-coastal-infrastructure",title:"Sea Level Rise and Coastal Infrastructure",fullTitle:"Sea Level Rise and Coastal Infrastructure"},signatures:"Shaoqi Gong and Kapo Wong",authors:[{id:"219135",title:"Dr.",name:"Shaoqi",middleName:null,surname:"Gong",slug:"shaoqi-gong",fullName:"Shaoqi Gong"},{id:"219138",title:"Mr.",name:"Wong",middleName:null,surname:"Kapo",slug:"wong-kapo",fullName:"Wong Kapo"}]},{id:"66266",doi:"10.5772/intechopen.85521",title:"Numerical Modeling Tools Applied to Estuarine and Coastal Hydrodynamics: A User Perspective",slug:"numerical-modeling-tools-applied-to-estuarine-and-coastal-hydrodynamics-a-user-perspective",totalDownloads:907,totalCrossrefCites:5,totalDimensionsCites:8,abstract:"Estuarine and coastal areas have been intensively studied given their complexity, ecological, and societal value and the importance of their ecosystem services. Estuarine and coastal management must be based on a sound characterization of these areas, which is achievable complementing the comprehensive field measurements with numerical models solutions. Based on a detailed comparison between two close-by, but extremely different, Portuguese estuaries (the Douro and Minho estuaries), this chapter intends to discuss how accurately numerical modeling tools can provide relevant information for a variety of coastal zones. They can be very useful for various applications in the planning and management fields, such as coastal and infrastructures protection, harbor activities, fisheries, tourism, and coastal population safety, thus supporting an effective and integrated estuarine and coastal management, which must consider both the safety of the populations and the sustainability of the marine ecosystems and services. In particular, the capacity of the numerical models to give a detailed characterization of morpho-hydrodynamic processes, as well as assess and predict the effects of anthropogenic interventions, extreme events and climate change effects, are presented.",book:{id:"7606",slug:"coastal-and-marine-environments-physical-processes-and-numerical-modelling",title:"Coastal and Marine Environments",fullTitle:"Coastal and Marine Environments - Physical Processes and Numerical Modelling"},signatures:"Isabel Iglesias, Paulo Avilez-Valente, José Luís Pinho, Ana Bio, José Manuel Vieira, Luísa Bastos and Fernando Veloso-Gomes",authors:null}],mostDownloadedChaptersLast30Days:[{id:"70994",title:"Circulations in the Pearl River Estuary: Observation and Modeling",slug:"circulations-in-the-pearl-river-estuary-observation-and-modeling",totalDownloads:812,totalCrossrefCites:2,totalDimensionsCites:4,abstract:"This chapter reports a cruise survey on the Pearl River Estuary (PRE) and adjacent costal water in the period between May 3, 2014 and May 11, 2014. The circulation and salinity structure were sampled for different tidal phases. With the cruise data, a “sandwich” structure of the lateral salinity distribution and a two-layer structure of longitudinal circulation were identified, together with high variations influenced by wind and tide. Furthermore, longitudinally orientated convergence or divergence of the lateral velocity close to the channel location for certain tidal conditions was observed. The finite volume community ocean model (FVCOM) is configured and run with high spatial resolution of 100 m in the PRE. An atmospheric model, the Weather Research and Forecasting (WRF) Model, is also run to provide high spatial and temporal resolution of atmospheric forcing for the FVCOM. The FVCOM modeling skill assessment is conducted using the cruise salinity and velocity data, as well as water levels, showing that the model can well simulate the velocity and salinity structures. The numerical model reveals that there is a strong neap-spring cycle for the PRE de-tided circulation with 0.37 m s−1 during the neap tide about 42% stronger than that (0.26 m s−1) during the spring tide in the surface layer.",book:{id:"8007",slug:"estuaries-and-coastal-zones-dynamics-and-response-to-environmental-changes",title:"Estuaries and Coastal Zones",fullTitle:"Estuaries and Coastal Zones - Dynamics and Response to Environmental Changes"},signatures:"Jiayi Pan, Wenfeng Lai and Adam Thomas Devlin",authors:[{id:"280757",title:"Dr.",name:"Adam",middleName:"Thomas",surname:"Devlin",slug:"adam-devlin",fullName:"Adam Devlin"},{id:"302219",title:"Associate Prof.",name:"Jiayi",middleName:null,surname:"Pan",slug:"jiayi-pan",fullName:"Jiayi Pan"},{id:"309888",title:"Dr.",name:"Wenfeng",middleName:null,surname:"Lai",slug:"wenfeng-lai",fullName:"Wenfeng Lai"}]},{id:"41072",title:"The November, 1st, 1755 Tsunami in Morocco: Can Numerical Modeling Clarify the Uncertainties of Historical Reports?",slug:"the-november-1st-1755-tsunami-in-morocco-can-numerical-modeling-clarify-the-uncertainties-of-histori",totalDownloads:2423,totalCrossrefCites:4,totalDimensionsCites:10,abstract:null,book:{id:"2221",slug:"tsunami-analysis-of-a-hazard-from-physical-interpretation-to-human-impact",title:"Tsunami - Analysis of a Hazard",fullTitle:"Tsunami - Analysis of a Hazard - From Physical Interpretation to Human Impact"},signatures:"R. Omira, M.A. Baptista, S. Mellas, F. Leone, N. Meschinet de Richemond, B. Zourarah and J-P. Cherel",authors:[{id:"16693",title:"Prof.",name:"Maria Ana",middleName:null,surname:"Baptista",slug:"maria-ana-baptista",fullName:"Maria Ana Baptista"},{id:"16695",title:"Dr.",name:"Rachid",middleName:null,surname:"Omira",slug:"rachid-omira",fullName:"Rachid Omira"},{id:"92702",title:"Prof.",name:"Frederic",middleName:null,surname:"Leone",slug:"frederic-leone",fullName:"Frederic Leone"},{id:"148352",title:"MSc.",name:"Samira",middleName:null,surname:"Mellas",slug:"samira-mellas",fullName:"Samira Mellas"},{id:"148353",title:"Prof.",name:"Bendahou",middleName:null,surname:"Zourarah",slug:"bendahou-zourarah",fullName:"Bendahou Zourarah"},{id:"148356",title:"Prof.",name:"Jean-Philippe",middleName:null,surname:"Cherel",slug:"jean-philippe-cherel",fullName:"Jean-Philippe Cherel"},{id:"157593",title:"Prof.",name:"Nancy",middleName:null,surname:"Meschinet De Richemond",slug:"nancy-meschinet-de-richemond",fullName:"Nancy Meschinet De Richemond"}]},{id:"63921",title:"Eight Types of BG Models and Discretization",slug:"eight-types-of-bg-models-and-discretization",totalDownloads:987,totalCrossrefCites:0,totalDimensionsCites:0,abstract:"Eight types of the BG models are introduced in this chapter. The Type 1 is a model using wave parameters at the breaking point. In the Type 2, the effect of longshore sand transport due to the effect of the longshore gradient of breaker height is included with an additional term given by Ozasa and Brampton. In the Type 3, the intensity of sand transport P is assumed to be proportional to the third power of the amplitude of the bottom oscillatory velocity um due to waves, and in the Type 4, P is given by the wave energy dissipation rate due to wave breaking at a local point. In the Type 5, wave power is calculated using the coordinate system different from that for the calculation of beach changes to predict the topographic changes of an island or a cuspate foreland in a shallow water body under the action of waves randomly incident from every direction. In the Type 6, the height of wind waves is predicted using Wilson’s formula using the wind fetch distance and wind velocity, and then sand transport fluxes are calculated. The Type 7 is a model for predicting the formation of the ebb-tidal delta under the combined effect of waves and ebb-tidal currents with an analogy of the velocity distribution of ebb-tidal currents to the wave diffraction coefficient, which can be calculated by the angular spreading method for irregular waves. In the Type 8, the effect of the nearshore currents induced by forced wave breaking is incorporated into the model by calculating the nearshore currents, taking both the wave field and the current velocity at a local point into account.",book:{id:"6012",slug:"morphodynamic-model-for-predicting-beach-changes-based-on-bagnold-s-concept-and-its-applications",title:"Morphodynamic Model for Predicting Beach Changes Based on Bagnold's Concept and Its Applications",fullTitle:"Morphodynamic Model for Predicting Beach Changes Based on Bagnold's Concept and Its Applications"},signatures:"Takaaki Uda, Masumi Serizawa and Shiho Miyahara",authors:[{id:"13491",title:"Dr.",name:"Takaaki",middleName:null,surname:"Uda",slug:"takaaki-uda",fullName:"Takaaki Uda"}]},{id:"57606",title:"Analysis of Dynamic Effects on the Brazilian Vertical Datum",slug:"analysis-of-dynamic-effects-on-the-brazilian-vertical-datum",totalDownloads:976,totalCrossrefCites:0,totalDimensionsCites:1,abstract:"This chapter presents a methodology of analyzing the dynamic effect from mean sea level variations, based on Global Navigation Satellite System (GNSS) data, velocity models, tide gauge observations, and satellite altimetry data. GNSS observations were processed in order to obtain the variation of up coordinate required to identify the possible crust movements. Velocity model served as a comparative basis to verify the obtained results from the GNSS data processing and served as a basis for analyzing the time periods without GNSS information. Tide gauge data were used to evaluate the sea level temporal evolution in the Imbituba Brazilian Vertical Datum (I-BVD). Satellite altimetry data were used for checking the results from the GNSS and the tide gauge time series. The analyses were based on time series of observations by GNSS from 2007 until 2016, tide gauge from 1948 until 1968 and 2001 until 2016, and satellite altimetry data from 1991 until 2015 from different missions. As basis for the analysis, it used GNSS SIRGAS-CON stations, the SIRGAS velocity model (VEMOS), and NUVEL velocity model. Considering the discrimination of the crust vertical movement (GNSS processing) from the results obtained with the tide gauge observations, it was observed that there is an evidence of mean sea level (MSL) rising approximately +2.24 ± 0.4 mm/year.",book:{id:"6195",slug:"sea-level-rise-and-coastal-infrastructure",title:"Sea Level Rise and Coastal Infrastructure",fullTitle:"Sea Level Rise and Coastal Infrastructure"},signatures:"Luciana M. Da Silva, Sílvio R.C. De Freitas and Regiane Dalazoana",authors:[{id:"208387",title:"Dr.",name:"Luciana",middleName:"Maria",surname:"Da Silva",slug:"luciana-da-silva",fullName:"Luciana Da Silva"},{id:"209224",title:"Dr.",name:"Sílvio",middleName:null,surname:"De Freitas",slug:"silvio-de-freitas",fullName:"Sílvio De Freitas"},{id:"209225",title:"Dr.",name:"Regiane",middleName:null,surname:"Dalazoana",slug:"regiane-dalazoana",fullName:"Regiane Dalazoana"}]},{id:"58909",title:"Coastal Disasters and Remote Sensing Monitoring Methods",slug:"coastal-disasters-and-remote-sensing-monitoring-methods",totalDownloads:1162,totalCrossrefCites:2,totalDimensionsCites:2,abstract:"Coastal disaster is abnormal changes caused by climate change, human activities, geological movement or natural environment changes. According to formation cause, marine disasters as storm surges, waves, Tsunami coastal erosion, sea-level rise, red tide, seawater intrusion, marine oil spill and soil salinization. Remote sensing technology has real-time and large-area advantages in promoting the monitoring and forecast ability of coastal disaster. Relative to natural disasters, ones caused by human factors are more likely to be monitored and prevented. In this paper, we use several remote sensing methods to monitor or forecast three kinds of coastal disaster cause by human factors including red tide, sea-level rise and oil spilling, and make proposals for infrastructure based on the research results. The chosen method of monitoring red tide by inversing chlorophyll-a concentration is improved OC3M Model, which is more suitable for the coastal zone and higher spatial resolution than the MODIS chlorophyll-a production. We monitor the sea-level rise in coastal zone through coastline changes without artificial modifications. The improved Lagrangian model can simulate the trajectory of oil slick efficiently. Making the infrastructure planning according the coastal disasters and features of coastline contributes to prevent coastal disaster and coastal ecosystem protection. Multi-source remote sensing data can effectively monitor and prevent coastal disaster, and provide planning advices for coastal infrastructure construction.",book:{id:"6195",slug:"sea-level-rise-and-coastal-infrastructure",title:"Sea Level Rise and Coastal Infrastructure",fullTitle:"Sea Level Rise and Coastal Infrastructure"},signatures:"Yan Yu, Shengbo Chen, Tianqi Lu and Siyu Tian",authors:[{id:"162887",title:"Prof.",name:"Shengbo",middleName:null,surname:"Chen",slug:"shengbo-chen",fullName:"Shengbo Chen"},{id:"220026",title:"Dr.",name:"Yan",middleName:null,surname:"Yu",slug:"yan-yu",fullName:"Yan Yu"}]}],onlineFirstChaptersFilter:{topicId:"839",limit:6,offset:0},onlineFirstChaptersCollection:[],onlineFirstChaptersTotal:0},preDownload:{success:null,errors:{}},subscriptionForm:{success:null,errors:{}},aboutIntechopen:{},privacyPolicy:{},peerReviewing:{},howOpenAccessPublishingWithIntechopenWorks:{},sponsorshipBooks:{sponsorshipBooks:[],offset:8,limit:8,total:0},allSeries:{pteSeriesList:[{id:"14",title:"Artificial Intelligence",numberOfPublishedBooks:11,numberOfPublishedChapters:91,numberOfOpenTopics:6,numberOfUpcomingTopics:0,issn:"2633-1403",doi:"10.5772/intechopen.79920",isOpenForSubmission:!0},{id:"7",title:"Biomedical Engineering",numberOfPublishedBooks:12,numberOfPublishedChapters:108,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2631-5343",doi:"10.5772/intechopen.71985",isOpenForSubmission:!0}],lsSeriesList:[{id:"11",title:"Biochemistry",numberOfPublishedBooks:33,numberOfPublishedChapters:333,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2632-0983",doi:"10.5772/intechopen.72877",isOpenForSubmission:!0},{id:"25",title:"Environmental Sciences",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2754-6713",doi:"10.5772/intechopen.100362",isOpenForSubmission:!0},{id:"10",title:"Physiology",numberOfPublishedBooks:14,numberOfPublishedChapters:145,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-8261",doi:"10.5772/intechopen.72796",isOpenForSubmission:!0}],hsSeriesList:[{id:"3",title:"Dentistry",numberOfPublishedBooks:11,numberOfPublishedChapters:144,numberOfOpenTopics:2,numberOfUpcomingTopics:0,issn:"2631-6218",doi:"10.5772/intechopen.71199",isOpenForSubmission:!0},{id:"6",title:"Infectious Diseases",numberOfPublishedBooks:13,numberOfPublishedChapters:124,numberOfOpenTopics:4,numberOfUpcomingTopics:0,issn:"2631-6188",doi:"10.5772/intechopen.71852",isOpenForSubmission:!0},{id:"13",title:"Veterinary Medicine and Science",numberOfPublishedBooks:11,numberOfPublishedChapters:113,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:23,numberOfOpenTopics:3,numberOfUpcomingTopics:0,issn:"2753-894X",doi:"10.5772/intechopen.100359",isOpenForSubmission:!0},{id:"23",title:"Education and Human Development",numberOfPublishedBooks:0,numberOfPublishedChapters:12,numberOfOpenTopics:1,numberOfUpcomingTopics:1,issn:null,doi:"10.5772/intechopen.100360",isOpenForSubmission:!0},{id:"24",title:"Sustainable Development",numberOfPublishedBooks:1,numberOfPublishedChapters:19,numberOfOpenTopics:5,numberOfUpcomingTopics:0,issn:"2753-6580",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. 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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. 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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. 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He has been listed among the top 2% of scientists in the world for the last three consecutive years, 2019 to 2021 as per studies conducted by the Stanford University, USA.",institutionString:"Praxis Business School",institution:null},{id:"320071",title:"Dr.",name:"Sidra",middleName:null,surname:"Mehtab",slug:"sidra-mehtab",fullName:"Sidra Mehtab",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002v6KHoQAM/Profile_Picture_1584512086360",biography:"Sidra Mehtab has completed her BS with honors in Physics from Calcutta University, India in 2018. She has done MS in Data Science and Analytics from Maulana Abul Kalam Azad University of Technology (MAKAUT), Kolkata, India in 2020. Her research areas include Econometrics, Time Series Analysis, Machine Learning, Deep Learning, Artificial Intelligence, and Computer and Network Security with a particular focus on Cyber Security Analytics. Ms. Mehtab has published seven papers in international conferences and one of her papers has been accepted for publication in a reputable international journal. She has won the best paper awards in two prestigious international conferences – BAICONF 2019, and ICADCML 2021, organized in the Indian Institute of Management, Bangalore, India in December 2019, and SOA University, Bhubaneswar, India in January 2021. Besides, Ms. Mehtab has also published two book chapters in two books. Seven of her book chapters will be published in a volume shortly in 2021 by Cambridge Scholars’ Press, UK. Currently, she is working as the joint editor of two edited volumes on Time Series Analysis and Forecasting to be published in the first half of 2021 by an international house. Currently, she is working as a Data Scientist with an MNC in Delhi, India.",institutionString:"NSHM College of Management and Technology",institution:{name:"Association for Computing Machinery",country:{name:"United States of America"}}},{id:"226240",title:"Dr.",name:"Andri Irfan",middleName:null,surname:"Rifai",slug:"andri-irfan-rifai",fullName:"Andri Irfan Rifai",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/226240/images/7412_n.jpg",biography:"Andri IRFAN is a Senior Lecturer of Civil Engineering and Planning. He completed the PhD at the Universitas Indonesia & Universidade do Minho with Sandwich Program Scholarship from the Directorate General of Higher Education and LPDP scholarship. He has been teaching for more than 19 years and much active to applied his knowledge in the project construction in Indonesia. His research interest ranges from pavement management system to advanced data mining techniques for transportation engineering. He has published more than 50 papers in journals and 2 books.",institutionString:null,institution:{name:"Universitas Internasional Batam",country:{name:"Indonesia"}}},{id:"314576",title:"Dr.",name:"Ibai",middleName:null,surname:"Laña",slug:"ibai-lana",fullName:"Ibai Laña",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314576/images/system/314576.jpg",biography:"Dr. Ibai Laña works at TECNALIA as a data analyst. He received his Ph.D. in Artificial Intelligence from the University of the Basque Country (UPV/EHU), Spain, in 2018. He is currently a senior researcher at TECNALIA. His research interests fall within the intersection of intelligent transportation systems, machine learning, traffic data analysis, and data science. He has dealt with urban traffic forecasting problems, applying machine learning models and evolutionary algorithms. He has experience in origin-destination matrix estimation or point of interest and trajectory detection. Working with large volumes of data has given him a good command of big data processing tools and NoSQL databases. He has also been a visiting scholar at the Knowledge Engineering and Discovery Research Institute, Auckland University of Technology.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"314575",title:"Dr.",name:"Jesus",middleName:null,surname:"L. Lobo",slug:"jesus-l.-lobo",fullName:"Jesus L. Lobo",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/314575/images/system/314575.png",biography:"Dr. Jesús López is currently based in Bilbao (Spain) working at TECNALIA as Artificial Intelligence Research Scientist. In most cases, a project idea or a new research line needs to be investigated to see if it is good enough to take into production or to focus on it. That is exactly what he does, diving into Machine Learning algorithms and technologies to help TECNALIA to decide whether something is great in theory or will actually impact on the product or processes of its projects. So, he is expert at framing experiments, developing hypotheses, and proving whether they’re true or not, in order to investigate fundamental problems with a longer time horizon. He is also able to design and develop PoCs and system prototypes in simulation. He has participated in several national and internacional R&D projects.\n\nAs another relevant part of his everyday research work, he usually publishes his findings in reputed scientific refereed journals and international conferences, occasionally acting as reviewer and Programme Commitee member. Concretely, since 2018 he has published 9 JCR (8 Q1) journal papers, 9 conference papers (e.g. ECML PKDD 2021), and he has co-edited a book. He is also active in popular science writing data science stories for reputed blogs (KDNuggets, TowardsDataScience, Naukas). Besides, he has recently embarked on mentoring programmes as mentor, and has also worked as data science trainer.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"103779",title:"Prof.",name:"Yalcin",middleName:null,surname:"Isler",slug:"yalcin-isler",fullName:"Yalcin Isler",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRyQ8QAK/Profile_Picture_1628834958734",biography:"Yalcin Isler (1971 - Burdur / Turkey) received the B.Sc. degree in the Department of Electrical and Electronics Engineering from Anadolu University, Eskisehir, Turkey, in 1993, the M.Sc. degree from the Department of Electronics and Communication Engineering, Suleyman Demirel University, Isparta, Turkey, in 1996, the Ph.D. degree from the Department of Electrical and Electronics Engineering, Dokuz Eylul University, Izmir, Turkey, in 2009, and the Competence of Associate Professorship from the Turkish Interuniversity Council in 2019.\n\nHe was Lecturer at Burdur Vocational School in Suleyman Demirel University (1993-2000, Burdur / Turkey), Software Engineer (2000-2002, Izmir / Turkey), Research Assistant in Bulent Ecevit University (2002-2003, Zonguldak / Turkey), Research Assistant in Dokuz Eylul University (2003-2010, Izmir / Turkey), Assistant Professor at the Department of Electrical and Electronics Engineering in Bulent Ecevit University (2010-2012, Zonguldak / Turkey), Assistant Professor at the Department of Biomedical Engineering in Izmir Katip Celebi University (2012-2019, Izmir / Turkey). He is an Associate Professor at the Department of Biomedical Engineering at Izmir Katip Celebi University, Izmir / Turkey, since 2019. In addition to academics, he has also founded Islerya Medical and Information Technologies Company, Izmir / Turkey, since 2017.\n\nHis main research interests cover biomedical signal processing, pattern recognition, medical device design, programming, and embedded systems. He has many scientific papers and participated in several projects in these study fields. He was an IEEE Student Member (2009-2011) and IEEE Member (2011-2014) and has been IEEE Senior Member since 2014.",institutionString:null,institution:{name:"Izmir Kâtip Çelebi University",country:{name:"Turkey"}}},{id:"339677",title:"Dr.",name:"Mrinmoy",middleName:null,surname:"Roy",slug:"mrinmoy-roy",fullName:"Mrinmoy Roy",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/339677/images/16768_n.jpg",biography:"An accomplished Sales & Marketing professional with 12 years of cross-functional experience in well-known organisations such as CIPLA, LUPIN, GLENMARK, ASTRAZENECA across different segment of Sales & Marketing, International Business, Institutional Business, Product Management, Strategic Marketing of HIV, Oncology, Derma, Respiratory, Anti-Diabetic, Nutraceutical & Stomatological Product Portfolio and Generic as well as Chronic Critical Care Portfolio. A First Class MBA in International Business & Strategic Marketing, B.Pharm, D.Pharm, Google Certified Digital Marketing Professional. Qualified PhD Candidate in Operations and Management with special focus on Artificial Intelligence and Machine Learning adoption, analysis and use in Healthcare, Hospital & Pharma Domain. Seasoned with diverse therapy area of Pharmaceutical Sales & Marketing ranging from generating revenue through generating prescriptions, launching new products, and making them big brands with continuous strategy execution at the Physician and Patients level. Moved from Sales to Marketing and Business Development for 3.5 years in South East Asian Market operating from Manila, Philippines. Came back to India and handled and developed Brands such as Gluconorm, Lupisulin, Supracal, Absolut Woman, Hemozink, Fabiflu (For COVID 19), and many more. In my previous assignment I used to develop and execute strategies on Sales & Marketing, Commercialization & Business Development for Institution and Corporate Hospital Business portfolio of Oncology Therapy Area for AstraZeneca Pharma India Ltd. Being a Research Scholar and Student of ‘Operations Research & Management: Artificial Intelligence’ I published several pioneer research papers and book chapters on the same in Internationally reputed journals and Books indexed in Scopus, Springer and Ei Compendex, Google Scholar etc. Currently, I am launching PGDM Pharmaceutical Management Program in IIHMR Bangalore and spearheading the course curriculum and structure of the same. I am interested in Collaboration for Healthcare Innovation, Pharma AI Innovation, Future trend in Marketing and Management with incubation on Healthcare, Healthcare IT startups, AI-ML Modelling and Healthcare Algorithm based training module development. I am also an affiliated member of the Institute of Management Consultant of India, looking forward to Healthcare, Healthcare IT and Innovation, Pharma and Hospital Management Consulting works.",institutionString:null,institution:{name:"Lovely Professional University",country:{name:"India"}}},{id:"1063",title:"Prof.",name:"Constantin",middleName:null,surname:"Volosencu",slug:"constantin-volosencu",fullName:"Constantin Volosencu",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/1063/images/system/1063.png",biography:"Prof. Dr. Constantin Voloşencu graduated as an engineer from\nPolitehnica University of Timișoara, Romania, where he also\nobtained a doctorate degree. He is currently a full professor in\nthe Department of Automation and Applied Informatics at the\nsame university. Dr. Voloşencu is the author of ten books, seven\nbook chapters, and more than 160 papers published in journals\nand conference proceedings. He has also edited twelve books and\nhas twenty-seven patents to his name. He is a manager of research grants, editor in\nchief and member of international journal editorial boards, a former plenary speaker, a member of scientific committees, and chair at international conferences. His\nresearch is in the fields of control systems, control of electric drives, fuzzy control\nsystems, neural network applications, fault detection and diagnosis, sensor network\napplications, monitoring of distributed parameter systems, and power ultrasound\napplications. He has developed automation equipment for machine tools, spooling\nmachines, high-power ultrasound processes, and more.",institutionString:'"Politechnica" University Timişoara',institution:null},{id:"221364",title:"Dr.",name:"Eneko",middleName:null,surname:"Osaba",slug:"eneko-osaba",fullName:"Eneko Osaba",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/221364/images/system/221364.jpg",biography:"Dr. Eneko Osaba works at TECNALIA as a senior researcher. He obtained his Ph.D. in Artificial Intelligence in 2015. He has participated in more than twenty-five local and European research projects, and in the publication of more than 130 papers. He has performed several stays at universities in the United Kingdom, Italy, and Malta. Dr. Osaba has served as a program committee member in more than forty international conferences and participated in organizing activities in more than ten international conferences. He is a member of the editorial board of the International Journal of Artificial Intelligence, Data in Brief, and Journal of Advanced Transportation. He is also a guest editor for the Journal of Computational Science, Neurocomputing, Swarm, and Evolutionary Computation and IEEE ITS Magazine.",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"275829",title:"Dr.",name:"Esther",middleName:null,surname:"Villar-Rodriguez",slug:"esther-villar-rodriguez",fullName:"Esther Villar-Rodriguez",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/275829/images/system/275829.jpg",biography:"Dr. Esther Villar obtained a Ph.D. in Information and Communication Technologies from the University of Alcalá, Spain, in 2015. She obtained a degree in Computer Science from the University of Deusto, Spain, in 2010, and an MSc in Computer Languages and Systems from the National University of Distance Education, Spain, in 2012. Her areas of interest and knowledge include natural language processing (NLP), detection of impersonation in social networks, semantic web, and machine learning. Dr. Esther Villar made several contributions at conferences and publishing in various journals in those fields. Currently, she is working within the OPTIMA (Optimization Modeling & Analytics) business of TECNALIA’s ICT Division as a data scientist in projects related to the prediction and optimization of management and industrial processes (resource planning, energy efficiency, etc).",institutionString:"TECNALIA Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"49813",title:"Dr.",name:"Javier",middleName:null,surname:"Del Ser",slug:"javier-del-ser",fullName:"Javier Del Ser",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/49813/images/system/49813.png",biography:"Prof. Dr. Javier Del Ser received his first PhD in Telecommunication Engineering (Cum Laude) from the University of Navarra, Spain, in 2006, and a second PhD in Computational Intelligence (Summa Cum Laude) from the University of Alcala, Spain, in 2013. He is currently a principal researcher in data analytics and optimisation at TECNALIA (Spain), a visiting fellow at the Basque Center for Applied Mathematics (BCAM) and a part-time lecturer at the University of the Basque Country (UPV/EHU). His research interests gravitate on the use of descriptive, prescriptive and predictive algorithms for data mining and optimization in a diverse range of application fields such as Energy, Transport, Telecommunications, Health and Industry, among others. In these fields he has published more than 240 articles, co-supervised 8 Ph.D. theses, edited 6 books, coauthored 7 patents and participated/led more than 40 research projects. He is a Senior Member of the IEEE, and a recipient of the Biscay Talent prize for his academic career.",institutionString:"Tecnalia Research & Innovation",institution:{name:"Tecnalia",country:{name:"Spain"}}},{id:"278948",title:"Dr.",name:"Carlos Pedro",middleName:null,surname:"Gonçalves",slug:"carlos-pedro-goncalves",fullName:"Carlos Pedro Gonçalves",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRcmyQAC/Profile_Picture_1564224512145",biography:'Carlos Pedro Gonçalves (PhD) is an Associate Professor at Lusophone University of Humanities and Technologies and a researcher on Complexity Sciences, Quantum Technologies, Artificial Intelligence, Strategic Studies, Studies in Intelligence and Security, FinTech and Financial Risk Modeling. He is also a progammer with programming experience in:\n\nA) Quantum Computing using Qiskit Python module and IBM Quantum Experience Platform, with software developed on the simulation of Quantum Artificial Neural Networks and Quantum Cybersecurity;\n\nB) Artificial Intelligence and Machine learning programming in Python;\n\nC) Artificial Intelligence, Multiagent Systems Modeling and System Dynamics Modeling in Netlogo, with models developed in the areas of Chaos Theory, Econophysics, Artificial Intelligence, Classical and Quantum Complex Systems Science, with the Econophysics models having been cited worldwide and incorporated in PhD programs by different Universities.\n\nReceived an Arctic Code Vault Contributor status by GitHub, due to having developed open source software preserved in the \\"Arctic Code Vault\\" for future generations (https://archiveprogram.github.com/arctic-vault/), with the Strategy Analyzer A.I. module for decision making support (based on his PhD thesis, used in his Classes on Decision Making and in Strategic Intelligence Consulting Activities) and QNeural Python Quantum Neural Network simulator also preserved in the \\"Arctic Code Vault\\", for access to these software modules see: https://github.com/cpgoncalves. He is also a peer reviewer with outsanding review status from Elsevier journals, including Physica A, Neurocomputing and Engineering Applications of Artificial Intelligence. Science CV available at: https://www.cienciavitae.pt//pt/8E1C-A8B3-78C5 and ORCID: https://orcid.org/0000-0002-0298-3974',institutionString:"University of Lisbon",institution:{name:"Universidade Lusófona",country:{name:"Portugal"}}},{id:"310576",title:"Prof.",name:"Erick Giovani",middleName:null,surname:"Sperandio Nascimento",slug:"erick-giovani-sperandio-nascimento",fullName:"Erick Giovani Sperandio Nascimento",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y00002pDKxDQAW/ProfilePicture%202022-06-20%2019%3A57%3A24.788",biography:"Prof. Erick Sperandio is the Lead Researcher and professor of Artificial Intelligence (AI) at SENAI CIMATEC, Bahia, Brazil, also working with Computational Modeling (CM) and HPC. He holds a PhD in Environmental Engineering in the area of Atmospheric Computational Modeling, a Master in Informatics in the field of Computational Intelligence and Graduated in Computer Science from UFES. He currently coordinates, leads and participates in R&D projects in the areas of AI, computational modeling and supercomputing applied to different areas such as Oil and Gas, Health, Advanced Manufacturing, Renewable Energies and Atmospheric Sciences, advising undergraduate, master's and doctoral students. He is the Lead Researcher at SENAI CIMATEC's Reference Center on Artificial Intelligence. In addition, he is a Certified Instructor and University Ambassador of the NVIDIA Deep Learning Institute (DLI) in the areas of Deep Learning, Computer Vision, Natural Language Processing and Recommender Systems, and Principal Investigator of the NVIDIA/CIMATEC AI Joint Lab, the first in Latin America within the NVIDIA AI Technology Center (NVAITC) worldwide program. He also works as a researcher at the Supercomputing Center for Industrial Innovation (CS2i) and at the SENAI Institute of Innovation for Automation (ISI Automação), both from SENAI CIMATEC. He is a member and vice-coordinator of the Basic Board of Scientific-Technological Advice and Evaluation, in the area of Innovation, of the Foundation for Research Support of the State of Bahia (FAPESB). He serves as Technology Transfer Coordinator and one of the Principal Investigators at the National Applied Research Center in Artificial Intelligence (CPA-IA) of SENAI CIMATEC, focusing on Industry, being one of the six CPA-IA in Brazil approved by MCTI / FAPESP / CGI.br. He also participates as one of the representatives of Brazil in the BRICS Innovation Collaboration Working Group on HPC, ICT and AI. He is the coordinator of the Work Group of the Axis 5 - Workforce and Training - of the Brazilian Strategy for Artificial Intelligence (EBIA), and member of the MCTI/EMBRAPII AI Innovation Network Training Committee. He is the coordinator, by SENAI CIMATEC, of the Artificial Intelligence Reference Network of the State of Bahia (REDE BAH.IA). He leads the working group of experts representing Brazil in the Global Partnership on Artificial Intelligence (GPAI), on the theme \"AI and the Pandemic Response\".",institutionString:null,institution:null},{id:"241400",title:"Prof.",name:"Mohammed",middleName:null,surname:"Bsiss",slug:"mohammed-bsiss",fullName:"Mohammed Bsiss",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/241400/images/8062_n.jpg",biography:null,institutionString:null,institution:null},{id:"276128",title:"Dr.",name:"Hira",middleName:null,surname:"Fatima",slug:"hira-fatima",fullName:"Hira Fatima",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/276128/images/14420_n.jpg",biography:"Dr. Hira Fatima\nAssistant Professor\nDepartment of Mathematics\nInstitute of Applied Science\nMangalayatan University, Aligarh\nMobile: no : 8532041179\nhirafatima2014@gmal.com\n\nDr. Hira Fatima has received his Ph.D. degree in pure Mathematics from Aligarh Muslim University, Aligarh India. Currently working as an Assistant Professor in the Department of Mathematics, Institute of Applied Science, Mangalayatan University, Aligarh. She taught so many courses of Mathematics of UG and PG level. Her research Area of Expertise is Functional Analysis & Sequence Spaces. She has been working on Ideal Convergence of double sequence. She has published 17 research papers in National and International Journals including Cogent Mathematics, Filomat, Journal of Intelligent and Fuzzy Systems, Advances in Difference Equations, Journal of Mathematical Analysis, Journal of Mathematical & Computer Science etc. She has also reviewed few research papers for the and international journals. She is a member of Indian Mathematical Society.",institutionString:null,institution:null},{id:"417317",title:"Mrs.",name:"Chiedza",middleName:null,surname:"Elvina Mashiri",slug:"chiedza-elvina-mashiri",fullName:"Chiedza Elvina Mashiri",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"352140",title:"Dr.",name:"Edina",middleName:null,surname:"Chandiwana",slug:"edina-chandiwana",fullName:"Edina Chandiwana",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"342259",title:"B.Sc.",name:"Leonard",middleName:null,surname:"Mushunje",slug:"leonard-mushunje",fullName:"Leonard Mushunje",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"347042",title:"Mr.",name:"Maxwell",middleName:null,surname:"Mashasha",slug:"maxwell-mashasha",fullName:"Maxwell Mashasha",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Midlands State University",country:{name:"Zimbabwe"}}},{id:"2941",title:"Dr.",name:"Alberto J.",middleName:"Jorge",surname:"Rosales-Silva",slug:"alberto-j.-rosales-silva",fullName:"Alberto J. Rosales-Silva",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"437913",title:"Dr.",name:"Guillermo",middleName:null,surname:"Urriolagoitia-Sosa",slug:"guillermo-urriolagoitia-sosa",fullName:"Guillermo Urriolagoitia-Sosa",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"435126",title:"Prof.",name:"Joaquim",middleName:null,surname:"José de Castro Ferreira",slug:"joaquim-jose-de-castro-ferreira",fullName:"Joaquim José de Castro Ferreira",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"University of Aveiro",country:{name:"Portugal"}}},{id:"437899",title:"MSc.",name:"Miguel Angel",middleName:null,surname:"Ángel Castillo-Martínez",slug:"miguel-angel-angel-castillo-martinez",fullName:"Miguel Angel Ángel Castillo-Martínez",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Instituto Politécnico Nacional",country:{name:"Mexico"}}},{id:"289955",title:"Dr.",name:"Raja",middleName:null,surname:"Kishor Duggirala",slug:"raja-kishor-duggirala",fullName:"Raja Kishor Duggirala",position:null,profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",biography:null,institutionString:null,institution:{name:"Jawaharlal Nehru Technological University, Hyderabad",country:{name:"India"}}}]}},subseries:{item:{id:"95",type:"subseries",title:"Urban Planning and Environmental Management",keywords:"Circular Economy, Contingency Planning and Response to Disasters, Ecosystem Services, Integrated Urban Water Management, Nature-based Solutions, Sustainable Urban Development, Urban Green Spaces",scope:"\r\n\tThe integration of tissues and organs throughout the mammalian body, as well as the expression, structure, and function of molecular and cellular components, is essential for modern physiology. The following concerns will be addressed in this Cell Physiology subject, which will consider all organ systems (e.g., brain, heart, lung, liver; gut, kidney, eye) and their interactions: (1) Neurodevelopment and Neurodevelopmental Disease (2) Free Radicals (3) Tumor Metastasis (4) Antioxidants (5) Essential Fatty Acids (6) Melatonin and (7) Lipid Peroxidation Products and Aging Physiology.
",coverUrl:"https://cdn.intechopen.com/series_topics/covers/11.jpg",keywords:"Neurodevelopment and Neurodevelopmental Disease, Free Radicals, Tumor Metastasis, Antioxidants, Essential Fatty Acids, Melatonin, Lipid Peroxidation Products and Aging Physiology"},{id:"12",title:"Human Physiology",scope:"Human physiology is the scientific exploration of the various functions (physical, biochemical, and mechanical properties) of humans, their organs, and their constituent cells. The endocrine and nervous systems play important roles in maintaining homeostasis in the human body. Integration, which is the biological basis of physiology, is achieved through communication between the many overlapping functions of the human body's systems, which takes place through electrical and chemical means. Much of the basis of our knowledge of human physiology has been provided by animal experiments. Because of the close relationship between structure and function, studies in human physiology and anatomy seek to understand the mechanisms that help the human body function. The series on human physiology deals with the various mechanisms of interaction between the various organs, nerves, and cells in the human body.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/12.jpg",keywords:"Anatomy, Cells, Organs, Systems, Homeostasis, Functions"},{id:"13",title:"Plant Physiology",scope:"Plant Physiology explores fundamental processes in plants, and it includes subtopics such as plant nutrition, plant hormone, photosynthesis, respiration, and plant stress. In recent years, emerging technologies such as multi-omics, high-throughput technologies, and genome editing tools could assist plant physiologists in unraveling molecular mechanisms in specific critical pathways. The global picture of physiological processes in plants needs to be investigated continually to increase our knowledge, and the resulting technologies will benefit sustainable agriculture.",coverUrl:"https://cdn.intechopen.com/series_topics/covers/13.jpg",keywords:"Plant Nutrition, Plant Hormone, Photosynthesis, Respiration, Plant Stress, Multi-omics, High-throughput Technology, Genome Editing"}],annualVolumeBook:{},thematicCollection:[],selectedSeries:null,selectedSubseries:null},seriesLanding:{item:{id:"6",title:"Infectious Diseases",doi:"10.5772/intechopen.71852",issn:"2631-6188",scope:"This series will provide a comprehensive overview of recent research trends in various Infectious Diseases (as per the most recent Baltimore classification). Topics will include general overviews of infections, immunopathology, diagnosis, treatment, epidemiology, etiology, and current clinical recommendations for managing infectious diseases. Ongoing issues, recent advances, and future diagnostic approaches and therapeutic strategies will also be discussed. This book series will focus on various aspects and properties of infectious diseases whose deep understanding is essential for safeguarding the human race from losing resources and economies due to pathogens.",coverUrl:"https://cdn.intechopen.com/series/covers/6.jpg",latestPublicationDate:"August 16th, 2022",hasOnlineFirst:!0,numberOfOpenTopics:4,numberOfPublishedChapters:124,numberOfPublishedBooks:13,editor:{id:"131400",title:"Prof.",name:"Alfonso J.",middleName:null,surname:"Rodriguez-Morales",fullName:"Alfonso J. Rodriguez-Morales",profilePictureURL:"https://mts.intechopen.com/storage/users/131400/images/system/131400.png",biography:"Dr. Rodriguez-Morales is an expert in tropical and emerging diseases, particularly zoonotic and vector-borne diseases (especially arboviral diseases). He is the president of the Travel Medicine Committee of the Pan-American Infectious Diseases Association (API), as well as the president of the Colombian Association of Infectious Diseases (ACIN). He is a member of the Committee on Tropical Medicine, Zoonoses, and Travel Medicine of ACIN. He is a vice-president of the Latin American Society for Travel Medicine (SLAMVI) and a Member of the Council of the International Society for Infectious Diseases (ISID). Since 2014, he has been recognized as a Senior Researcher, at the Ministry of Science of Colombia. He is a professor at the Faculty of Medicine of the Fundacion Universitaria Autonoma de las Americas, in Pereira, Risaralda, Colombia. He is an External Professor, Master in Research on Tropical Medicine and International Health, Universitat de Barcelona, Spain. He is also a professor at the Master in Clinical Epidemiology and Biostatistics, Universidad Científica del Sur, Lima, Peru. In 2021 he has been awarded the “Raul Isturiz Award” Medal of the API. Also, in 2021, he was awarded with the “Jose Felix Patiño” Asclepius Staff Medal of the Colombian Medical College, due to his scientific contributions to COVID-19 during the pandemic. He is currently the Editor in Chief of the journal Travel Medicine and Infectious Diseases. His Scopus H index is 47 (Google Scholar H index, 68).",institutionString:"Institución Universitaria Visión de las Américas, Colombia",institution:null},subseries:[{id:"3",title:"Bacterial Infectious Diseases",keywords:"Antibiotics, Biofilm, Antibiotic Resistance, Host-microbiota Relationship, Treatment, Diagnostic Tools",scope:"