Sampling areas and codes of the tributaries of Mae Klong River, their coordinates and the basic physicochemical properties of natural surface sediment samples within the area
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Barely three months into the new year and we are happy to announce a monumental milestone reached - 150 million downloads.
\n\nThis achievement solidifies IntechOpen’s place as a pioneer in Open Access publishing and the home to some of the most relevant scientific research available through Open Access.
\n\nWe are so proud to have worked with so many bright minds throughout the years who have helped us spread knowledge through the power of Open Access and we look forward to continuing to support some of the greatest thinkers of our day.
\n\nThank you for making IntechOpen your place of learning, sharing, and discovery, and here’s to 150 million more!
\n\n\n\n\n'}],latestNews:[{slug:"intechopen-supports-asapbio-s-new-initiative-publish-your-reviews-20220729",title:"IntechOpen Supports ASAPbio’s New Initiative Publish Your Reviews"},{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"}]},book:{item:{type:"book",id:"9219",leadTitle:null,fullTitle:"Recent Trends in Communication Networks",title:"Recent Trends in Communication Networks",subtitle:null,reviewType:"peer-reviewed",abstract:"In recent years there has been many developments in communication technology. This has greatly enhanced the computing power of small handheld resource-constrained mobile devices. Different generations of communication technology have evolved. This had led to new research for communication of large volumes of data in different transmission media and the design of different communication protocols. Another direction of research concerns the secure and error-free communication between the sender and receiver despite the risk of the presence of an eavesdropper. For the communication requirement of a huge amount of multimedia streaming data, a lot of research has been carried out in the design of proper overlay networks. The book addresses new research techniques that have evolved to handle these challenges.",isbn:"978-1-83880-507-4",printIsbn:"978-1-83880-506-7",pdfIsbn:"978-1-83962-991-4",doi:"10.5772/intechopen.83215",price:119,priceEur:129,priceUsd:155,slug:"recent-trends-in-communication-networks",numberOfPages:260,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"80b5339ac7ae4b7a91fd4e71b4d468e5",bookSignature:"Pinaki Mitra",publishedDate:"August 26th 2020",coverURL:"https://cdn.intechopen.com/books/images_new/9219.jpg",numberOfDownloads:9560,numberOfWosCitations:3,numberOfCrossrefCitations:10,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:19,numberOfDimensionsCitationsByBook:0,hasAltmetrics:1,numberOfTotalCitations:32,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"April 29th 2019",dateEndSecondStepPublish:"September 4th 2019",dateEndThirdStepPublish:"November 3rd 2019",dateEndFourthStepPublish:"January 22nd 2020",dateEndFifthStepPublish:"March 22nd 2020",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"89103",title:"Prof.",name:"Pinaki",middleName:null,surname:"Mitra",slug:"pinaki-mitra",fullName:"Pinaki Mitra",profilePictureURL:"https://mts.intechopen.com/storage/users/89103/images/system/89103.jpg",biography:"Pinaki Mitra is currently an associate professor at the Department\nof Computer Science and Engineering, IIT Guwahati. He obtained\nhis B. Tech in Computer Science and Engineering from Jadavpur\nUniversity, Kolkata in 1987, India; and his M. Tech in Computer\nScience and Engineering from the Indian Institute of Science\nBangalore, India in 1989. He obtained his Ph.D. from the Simon\nFraser University, Canada in 1994. He has worked on a project at\nthe Department of Computer Science and Engineering, Jadavpur University. Subsequently, he joined the National Institute of Management, Kolkata, and served as an\nassistant professor. He joined IIT Guwahati in December, 2004. His research interests\ninclude cryptography, network security, computer graphics, and multimedia.",institutionString:"Indian Institute of Technology",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"4",totalChapterViews:"0",totalEditedBooks:"2",institution:{name:"Indian Institute of Technology Guwahati",institutionURL:null,country:{name:"India"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"540",title:"Wireless Communication Network",slug:"communications-and-security-wireless-communication-network"}],chapters:[{id:"70759",title:"Introductory Chapter: Recent Trends in Communication Networks",doi:"10.5772/intechopen.90856",slug:"introductory-chapter-recent-trends-in-communication-networks",totalDownloads:557,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:null,signatures:"Pinaki Mitra",downloadPdfUrl:"/chapter/pdf-download/70759",previewPdfUrl:"/chapter/pdf-preview/70759",authors:[{id:"89103",title:"Prof.",name:"Pinaki",surname:"Mitra",slug:"pinaki-mitra",fullName:"Pinaki Mitra"}],corrections:null},{id:"71851",title:"A Survey on Piracy Protection Techniques in Digital Cinema Watermarking Schemes",doi:"10.5772/intechopen.92412",slug:"a-survey-on-piracy-protection-techniques-in-digital-cinema-watermarking-schemes",totalDownloads:689,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Watermarking is used in several areas such as CDNs (Content Delivery Networks), as part of the rights management system for counterfeit prevention. Watermarking schemes need some additional features in order to be used in digital cinema. In fact, extra watermarks are added to movies by cinema projectors in projection time, which help identify the cinema hall in which the illegal copy has been recorded. But distortions caused by hand vibrations and the point of view angle make it difficult to recover the watermark. This makes it necessary to be distortion-resistant for the watermarking schemes used in digital cinema. On the other hand, theatre owners would like to locate the camcorder that has recorded the pirate copy. This requires watermarking schemes to be able to estimate the distance and angle using the distributed pirate copy. In this chapter, we present a review on watermarking techniques specifically designed to attack the aforementioned problems.",signatures:"Behrouz Zolfaghari and Pinaki Mitra",downloadPdfUrl:"/chapter/pdf-download/71851",previewPdfUrl:"/chapter/pdf-preview/71851",authors:[{id:"89103",title:"Prof.",name:"Pinaki",surname:"Mitra",slug:"pinaki-mitra",fullName:"Pinaki Mitra"},{id:"320578",title:"Dr.",name:"Behrouz",surname:"Zolfaghari",slug:"behrouz-zolfaghari",fullName:"Behrouz Zolfaghari"}],corrections:null},{id:"68117",title:"Confidentiality and Integrity for IoT/Mobile Networks",doi:"10.5772/intechopen.88011",slug:"confidentiality-and-integrity-for-iot-mobile-networks",totalDownloads:597,totalCrossrefCites:0,totalDimensionsCites:2,hasAltmetrics:0,abstract:"This chapter discusses how to ensure confidentiality and integrity for data flow in IoT applications. While confidentiality could be assessed by access control, cryptography, or information flow analysis, integrity is still an open challenge. This chapter proposes to use error-correcting codes to guarantee integrity, i.e., to maintain and assure the errorless state of data. Besides errors, many communication channels also cause erasures, i.e., the receiver cannot decide which symbol the received waveform represents. The chapter proposes a method that might correct both errors and erasures together. Our method is efficient in reducing memory storage as well as decoding complexity.",signatures:"Tri Ngo Minh",downloadPdfUrl:"/chapter/pdf-download/68117",previewPdfUrl:"/chapter/pdf-preview/68117",authors:[{id:"305678",title:"Ph.D.",name:"Tri",surname:"Minh Ngo",slug:"tri-minh-ngo",fullName:"Tri Minh Ngo"}],corrections:null},{id:"67263",title:"Electromagnetic Eavesdropping",doi:"10.5772/intechopen.86478",slug:"electromagnetic-eavesdropping",totalDownloads:589,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Protection of information against electromagnetic penetration is a huge challenge. Especially this issue applies to computer station that processes protected information and that is a source of electromagnetic disturbances. These disturbances could be correlated with processed graphic information. Therefore, very often, they are called valuable or unintentional emissions. To protect the information, different methods of engineering of electromagnetic compatibility are used, e.g. electromagnetic gaskets, signal and power filters and electromagnetic shielding. The use of these methods causes a special device to become very heavy, and the looks of such device aren’t nice. A new universal solution based on safe fonts is proposed. Safe fonts protect processed information against electromagnetic penetration in each case of graphic source of valuable emissions. These fonts protect not only Video Graphics Array (VGA) but also Digital Video Interface (DVI) standards. These fonts are also useful from electromagnetic protection’s point of view in the case of the use of laser printers. All analyses are based on images reconstructed from valuable emissions. These emissions are measured in a range of frequencies from 100 MHz to 1.5 GHz. Safe fonts are simple solution that counteract electromagnetic eavesdropping process. They can replace expensive solutions based on shielding, zoning and filtering.",signatures:"Ireneusz Kubiak",downloadPdfUrl:"/chapter/pdf-download/67263",previewPdfUrl:"/chapter/pdf-preview/67263",authors:[{id:"297082",title:"Associate Prof.",name:"Ireneusz",surname:"Kubiak",slug:"ireneusz-kubiak",fullName:"Ireneusz Kubiak"}],corrections:null},{id:"71928",title:"Geo Location of Mobile Device",doi:"10.5772/intechopen.92154",slug:"geo-location-of-mobile-device",totalDownloads:636,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:1,abstract:"The proliferation of cellular network enabled users through various positioning tools to track locations; location information is being continuously captured from mobile phones, where a prototype is created that enables to detect locations based on using the two invariant models for Global Systems for Mobile (GSM) and Universal Mobile Telecommunications System (UMTS). The smartphone application on an Android platform applies the location-sensing run as a background process, and the localization method is based on cell phones. The proposed application is associated with remote server and used to track a smartphone without permissions and Internet. Mobile stores data location information in the database (SQLite) and then transfers it into location API to obtain locations’ result implemented in Google Maps. Track a smartphone with fixed identifiers mostly SSN (SIM (Subscriber Identity Module) Serial Number) and IMEI (International Mobile Equipment Identity) derived from an identifying string unique to the user’s device. The location result is moderately correct according to the cellular networks GSM and UMTS, which are used for obtaining location information.",signatures:"Bashar M. Nema and Ali Nafaa Jaafar",downloadPdfUrl:"/chapter/pdf-download/71928",previewPdfUrl:"/chapter/pdf-preview/71928",authors:[{id:"314209",title:"Dr.",name:"Bashar",surname:"Nema",slug:"bashar-nema",fullName:"Bashar Nema"},{id:"318281",title:"Dr.",name:"Ali Nafaa",surname:"Jafaar",slug:"ali-nafaa-jafaar",fullName:"Ali Nafaa Jafaar"}],corrections:null},{id:"70491",title:"Cognitive Radio-Modulation and Demodulation",doi:"10.5772/intechopen.89774",slug:"cognitive-radio-modulation-and-demodulation",totalDownloads:1026,totalCrossrefCites:1,totalDimensionsCites:1,hasAltmetrics:0,abstract:"The reconfigurability in Cognitive Radio (CR) facilitates to dynamically change its parameters for the efficient spectrum utilization. The motivation behind the study of cognitive radio is that the number of different radio signals can be handled without using extra circuitry, i.e., reusing identical hardware with the change in the software will reduce time to market, development cost, and upgrade infrastructure. Software Defined Radio (SDR) is an enabling technology for Cognitive Radio (CR); therefore, it emphasizes on SDR unique features, characteristics, and basics concepts that are required to understand operation of SDR. SDR allows service providers to upgrade infrastructure without unreasonable cost. Modulation techniques play a vital role in any communication systems such as cable modems, DSL modems, CDMA, 4G, Wi-Fi, and WIMAX; thus, it emphasizes on implementation of modulation techniques using SDR Generic hardware, which is operated by Open Source software called GNU Radio. Implementation of various analog and digital modulation techniques using the GNU Radio provides a way for developing advanced wireless communication system. GNU Radio software is a highly flexible signal processing platform, which makes it easy and reduces time to implement different modulation techniques with appropriate script.",signatures:"Madhuri Gummineni and Trinatha Rao Polipalli",downloadPdfUrl:"/chapter/pdf-download/70491",previewPdfUrl:"/chapter/pdf-preview/70491",authors:[{id:"286190",title:"Ms.",name:"Madhuri",surname:"Gummineni",slug:"madhuri-gummineni",fullName:"Madhuri Gummineni"},{id:"311517",title:"Prof.",name:"Trinatha Rao",surname:"Polipalli",slug:"trinatha-rao-polipalli",fullName:"Trinatha Rao Polipalli"}],corrections:null},{id:"70630",title:"Application of Random Walk Model for Timing Recovery in Modern Mobile SATCOM Systems",doi:"10.5772/intechopen.90606",slug:"application-of-random-walk-model-for-timing-recovery-in-modern-mobile-satcom-systems",totalDownloads:610,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In a modern mobile satellite communication (SATCOM) system, a ground terminal receiver receives a radio frequency signal that is demodulated to generate a baseband digital signal waveform containing a self-clocking bit stream of digital data. The received baseband digital signal waveform is recovered and tracked using a timing recovery loop (TRL). The traditional TRLs use early-and-late gates, digital transition tracking, filter-and-square, and delay-and-multiply functions. In bit timing detection, the bit stream is self-clocking and the timing differential dithers about correct bit timing in the TRLs. For mobile satellite communication environments, the traditional TRLs drop lock when the loop signal-to-noise ratio (SNR) is smaller than a threshold value or the residual Doppler frequency is larger than the operating loop bandwidth. After dropping lock, the traditional TRLs experience long hang up time due to the need to reacquire the timing pulses. Recently, random walk filters (RWF) have been adapted to improve the bit clock locking stability and are applied to recover bit timing information of a digital data stream. This chapter describes random walk model for timing jitter and discusses how RWF solution can address the timing recovery challenges in mobile satellite communication environments.",signatures:"Tien M. Nguyen, Hung H. Nguyen, Tom Freeze and Andy Guillen",downloadPdfUrl:"/chapter/pdf-download/70630",previewPdfUrl:"/chapter/pdf-preview/70630",authors:[{id:"210657",title:"Dr.",name:"Tien M.",surname:"Nguyen",slug:"tien-m.-nguyen",fullName:"Tien M. Nguyen"},{id:"215410",title:"MSc.",name:"Andy",surname:"Guillen",slug:"andy-guillen",fullName:"Andy Guillen"},{id:"305448",title:"Dr.",name:"Hung",surname:"Nguyen",slug:"hung-nguyen",fullName:"Hung Nguyen"},{id:"305449",title:"MSc.",name:"Thomas O.",surname:"Freeze",slug:"thomas-o.-freeze",fullName:"Thomas O. Freeze"}],corrections:null},{id:"70248",title:"Design Principles of 5G NR RoF-Based Fiber-Wireless Access Network",doi:"10.5772/intechopen.90074",slug:"design-principles-of-5g-nr-rof-based-fiber-wireless-access-network",totalDownloads:831,totalCrossrefCites:0,totalDimensionsCites:4,hasAltmetrics:0,abstract:"For today, much attention in the upcoming 5G New Radio (NR) mobile networks is paid to radically expanding the available spectral bands up to millimeter wavelengths (MMW). Following this tendency, currently, the local telecommunication commissions of various countries are proposing and harmonizing the plans of frequency allocation in MMW band, which will be reviewed this year at the World Radio Conference (WRC-2019). Another milestone of great importance is the development of access networks. Here, well-known radio-over-fiber (RoF) technology is considered as the most promising approach, which is implemented based on fiber-wireless (FiWi) architecture. Elaborating the direction, in this chapter we review the worldwide progress of RoF-architected 5G NR access networks and highlight our last simulation results on design and optimization of millimeter-photonic-based FiWi interface. All schemes are modeled using VPIphotonics Design Suite software tool. In the result of simulation experiments, optimal design principles of optical distribution network (ODN), fiber-wireless interface (FWI), and fiber-wireless fronthaul network (FWFN) as a whole have been proposed, described, and validated.",signatures:"Mikhail E. Belkin, Tatiana N. Bakhvalova and Alexander S. Sigov",downloadPdfUrl:"/chapter/pdf-download/70248",previewPdfUrl:"/chapter/pdf-preview/70248",authors:[{id:"101486",title:"Prof.",name:"Mikhail E.",surname:"Belkin",slug:"mikhail-e.-belkin",fullName:"Mikhail E. Belkin"},{id:"175835",title:"Prof.",name:"Alexander S.",surname:"Sigov",slug:"alexander-s.-sigov",fullName:"Alexander S. Sigov"},{id:"312421",title:"Ms.",name:"Tatiana N.",surname:"Bakhvalova",slug:"tatiana-n.-bakhvalova",fullName:"Tatiana N. Bakhvalova"}],corrections:null},{id:"70233",title:"Design and Analysis of Analog to Digital Converter System Clock Source Using Direct Digital Synthesizer",doi:"10.5772/intechopen.90243",slug:"design-and-analysis-of-analog-to-digital-converter-system-clock-source-using-direct-digital-synthesi",totalDownloads:676,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"A requirement of multiple format standards by mobile telecommunication (GSM, CDMA, WCDMA, and TD-SCDMA) test set needs to be delivered possibly at lower cost. As to support its capability, phase-locked loop (PLL) frequency synthesizer has been designated as an essential part in most of the design within the box. The old design may be bulky and subject to many issues with the components’ variation and aging effect. In recent years, the direct digital synthesizer (DDS) has been popularly in used to replace the PLL architecture. This chapter will focus on the DDS selection, architecture topology, prototyping, implementation technique with both hardware and software, and performance as a clock source to a sampled system as referred to receiver interest. The key parameters in the sampled system greatly rely on the jitter and phase noise specification. If they are not properly defined, the overall signal-to-noise ratio (SNR) at the sampled system output will be impacted. Eventually the receiver quality will be degraded and resulted in tremendous loss. Thus, a proper reconstruction filter design will be delivered to ensure the jitter and phase noise performance is met without degrading the existing specification by taking accountability into the matching characteristic and signal integrity.",signatures:"Desmond Tung and Rosmiwati Mohd-Mokhtar",downloadPdfUrl:"/chapter/pdf-download/70233",previewPdfUrl:"/chapter/pdf-preview/70233",authors:[{id:"240497",title:"Dr.",name:"Rosmiwati",surname:"Mohd Mokhtar",slug:"rosmiwati-mohd-mokhtar",fullName:"Rosmiwati Mohd Mokhtar"},{id:"308108",title:"Mr.",name:"Desmond",surname:"Tung",slug:"desmond-tung",fullName:"Desmond Tung"}],corrections:null},{id:"70574",title:"Understanding of On-Chip Power Supply Noise: Suppression Methodologies and Challenges",doi:"10.5772/intechopen.90378",slug:"understanding-of-on-chip-power-supply-noise-suppression-methodologies-and-challenges",totalDownloads:661,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"The on-chip activities of any modern IC are always inhibited due to the occurrence of power supply noise (PSN) in the chip power line. From many decades, researchers are pondering on what are the major issue of this PSN occurrence and how it can be suppressed without interfering the actual chip functioning. In the course of time, it is found that the uncontrolled triggering of the on-chip system clock and the unguarded on-chip power line is instigating the two major factors for the occurrence of PSN i.e., i(t) → instantaneous current and di/dt → current ramp or the rate of change of current over time. Both i(t) and di/dt are also the sub-factors to rise the PSN components like resistive noise and inductive noise respectively. In this chapter, we light upon the occurrence of resistive and inductive noise as well as depict their individual impact on the PSN occurrences. There is also discussion on how PSN is suppressed over the years in spite of facing challenges in the execution of suppression techniques. This chapter even concludes on the suitable ways for mitigating PSN in the contemporary era of delivering complex on-chip features.",signatures:"Pritam Bhattacharjee, Prerna Rana and Alak Majumder",downloadPdfUrl:"/chapter/pdf-download/70574",previewPdfUrl:"/chapter/pdf-preview/70574",authors:[{id:"219981",title:"Dr.",name:"Alak",surname:"Majumder",slug:"alak-majumder",fullName:"Alak Majumder"},{id:"308917",title:"Mr.",name:"Pritam",surname:"Bhattacharjee",slug:"pritam-bhattacharjee",fullName:"Pritam Bhattacharjee"},{id:"314227",title:"Mrs.",name:"Prerna",surname:"Rana",slug:"prerna-rana",fullName:"Prerna Rana"}],corrections:null},{id:"67692",title:"A Survey on Adaptive Multimedia Streaming",doi:"10.5772/intechopen.86125",slug:"a-survey-on-adaptive-multimedia-streaming",totalDownloads:674,totalCrossrefCites:2,totalDimensionsCites:3,hasAltmetrics:0,abstract:"Internet was primarily designed for one to one applications like electronic mail, reliable file transfer etc. However, the technological growth in both hardware and software industry have written in unprecedented success story of the growth of Internet and have paved the paths of modern digital evolution. In today’s world, the internet has become the way of life and has penetrated in its every domain. It is nearly impossible to list the applications which make use of internet in this era however, all these applications are data intensive and data may be textual, audio or visual requiring improved techniques to deal with these. Multimedia applications are one of them and have witnessed unprecedented growth in last few years. A predominance of that is by virtue of different video streaming applications in daily life like games, education, entertainment, security etc. Due to the huge demand of multimedia applications, heterogeneity of demands and limited resource availability there is a dire need of adaptive multimedia streaming. This chapter provides the detail discussion over different adaptive multimedia streaming mechanism over peer to peer network.",signatures:"Kunwar Pal, Mahesh Chandra Govil, Mushtaq Ahmed and Tanvi Chawla",downloadPdfUrl:"/chapter/pdf-download/67692",previewPdfUrl:"/chapter/pdf-preview/67692",authors:[{id:"244838",title:"Mr.",name:"Kunwar",surname:"Pal",slug:"kunwar-pal",fullName:"Kunwar Pal"},{id:"296339",title:"Prof.",name:"Mahesh Chandra",surname:"Govil",slug:"mahesh-chandra-govil",fullName:"Mahesh Chandra Govil"},{id:"296340",title:"Dr.",name:"Mushtaq",surname:"Ahmed",slug:"mushtaq-ahmed",fullName:"Mushtaq Ahmed"},{id:"296341",title:"Ms.",name:"Tanvi",surname:"Chawla",slug:"tanvi-chawla",fullName:"Tanvi Chawla"}],corrections:null},{id:"71827",title:"Secure and Energy-Efficient Communication in IoT/CPS",doi:"10.5772/intechopen.92039",slug:"secure-and-energy-efficient-communication-in-iot-cps",totalDownloads:649,totalCrossrefCites:2,totalDimensionsCites:2,hasAltmetrics:0,abstract:"Secure and energy efficient routing protocol is fairly an open research despite a plethora of routing protocols has been proposed in the literature. However, most routing protocols specifically designed for resource constrained wireless devices, if not all, follow from the same perspective and almost have reached the maximum improvements. This chapter describes the design of cross-layer secure multi-hop zone routing protocol (MZRP) and a hybrid energy-efficient medium access control (MAC) featuring the benefits from both carrier sense multiple access (CSMA) and time-division multiple access (TDMA). MZRP employs the intelligent artificial neural network (ANN) self-organizing map (SOM) algorithm, which is performed at the coordinator or the base station (BS) to divide the area into multi-level zones. Then cluster heads (CHs) are chosen using k-medoids in each zone. The performance of MZRP is better in terms of energy efficiency compared to dual-hop and HT2HL as it extends the network lifetime using hybrid MAC and the security algorithm employed has less message update.",signatures:"Saad Alharthi, Princy Johnson and Martin Randles",downloadPdfUrl:"/chapter/pdf-download/71827",previewPdfUrl:"/chapter/pdf-preview/71827",authors:[{id:"313970",title:"Dr.",name:"Saad",surname:"Alharthi",slug:"saad-alharthi",fullName:"Saad Alharthi"}],corrections:null},{id:"72470",title:"A Mobile Ad Hoc Network Routing Protocols: A Comparative Study",doi:"10.5772/intechopen.92550",slug:"a-mobile-ad-hoc-network-routing-protocols-a-comparative-study",totalDownloads:1369,totalCrossrefCites:5,totalDimensionsCites:7,hasAltmetrics:0,abstract:"Mobile Ad hoc NETworks (MANET), are complex and distributed networks that are dynamic. Which are infrastructure less and multi-hop in nature. The communication of a node can be either direct or through intermediate nodes without a fixed and dedicated infrastructure. Hence it is necessary to design an efficient routing protocol for ad hoc network which can address the issues of MANET efficiently. In ad hoc, routing algorithms are classified into nine categories namely: source-initiated (reactive), table-driven (proactive), hybrid, hierarchical, multipath, multicast, location-aware, geographical-multicast and power-aware. This paper presents a survey and to review a comparative study about various routing protocols under each of these categories. Additionally, brief discussions about major routing issues are addressed. This survey paper focuses on the taxonomy related to ad hoc routing techniques and compares the features of routing protocols.",signatures:"Alagan Ramasamy Rajeswari",downloadPdfUrl:"/chapter/pdf-download/72470",previewPdfUrl:"/chapter/pdf-preview/72470",authors:[{id:"320070",title:"Dr.",name:"Rajeswari",surname:"Alagan Ramasamy",slug:"rajeswari-alagan-ramasamy",fullName:"Rajeswari Alagan Ramasamy"}],corrections:null}],productType:{id:"1",title:"Edited Volume",chapterContentType:"chapter",authoredCaption:"Edited by"},subseries:null,tags:null},relatedBooks:[{type:"book",id:"6664",title:"Recent Advances in Cryptography and Network Security",subtitle:null,isOpenForSubmission:!1,hash:"1fcee77b5c7beb3810f335c1a7f063cf",slug:"recent-advances-in-cryptography-and-network-security",bookSignature:"Pinaki Mitra",coverURL:"https://cdn.intechopen.com/books/images_new/6664.jpg",editedByType:"Edited 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\r\n\tOver the past several decades there has been an increased participation in sports in both, very early and elderly ages. This has increased knee ligament injuries and appropriate treatment for each situation is necessary. The improvement of surgical techniques and surgical instruments has raised the importance of anatomical reconstruction surgeries and specialized rehabilitation protocols, worldwide. This book aims to address the types of ligament injuries, ligament anatomy and reconstruction techniques, as well as the specialized rehabilitation involved.
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Practically pesticides have been a concern since their introduction, because of the potential impact on human health through chemical contamination and their accumulation in food chain and environment.
Organic pesticides were developed during and after World War II to displaced inorganic and metal organic substances such as sulfur, arsenic, sodium fluoride and boric acid, which used by society for thousands of year. Some of these pesticides were OCPs which are organic compounds that contain chlorine. These OCPs were preferred because of their effective against the target pests even if only small amount was applied to the environment. Neither small amounts of chemicals should enter the environment; however, the organic substances are generally much less toxic to human than the inorganic and metal organic compounds.
Many OCPs share several remarkable properties together with stability against decomposition or degradation in the environment and their very low solubility properties in water, unless oxygen or nitrogen is also present in the molecules. In addition, their high ability to dissolve in hydrocarbon-like environments, fatty material in living matter for example. And the important one is OCPs is relatively high toxicity to insects, but low toxicity to humans [1]. OCPs can enter the environment from direct application and runoff, disposal of contaminated wastes into landfills, emissions from waste incinerators, and releases from manufacturing plants that produce these chemicals. Some OCPs are volatile or can adhere to soil or particles in the air. In aquatic systems, OCPs are adsorbed onto sediments in water that can then bioaccumulate in fish and other marine mammals.
Massive volumes of OCPs have been widely used for more than two decades as the backbone of a pest control strategy. Their lipophilic nature and stability contribute to their high bioaccumulation potential and long persistence. Organochlorine compounds have become an interesting object of study all over the world and are monitored continuously because of their proven toxicity to human beings, animal and plant life, and also food chain. Residues of OCPs were detected in almost all environmental compartments including water bodies, food chain, as well as in humans. Soil is the main repository of these OCPs [2]. The contamination of soil and sediments with persistent OCPs may be related to point sources such as industrial discharges and waste plant effluents, but more frequently, it is attributed to diffuse sources, precipitation, agricultural runoff and particle transport.
Because of hydrophobic characteristics, OCPs are least soluble in water but show a high affinity for different surface area, and those with organic content show the highest adsorption capacity. The organochlorines bound with particulate matter ultimately sink, thereby enhancing the concentration of the pollutant in the bottom sediment. Therefore, sediment acts as one of the main sinks and potential sources for OCPs in the environment [3]. Various reports have already confirmed the contamination with OCPs from different parts of the world. Chang and Doong [4], reported the contamination of BHCs, aldrin, α- and β-endosulfan, dieldrin, endrin and DDTs in estuaries surface sediments of Taiwan. In the same year, Pandit et al. [5] also reported the distribution of BHCs and DDTs in coastal marine of Mumbai. In 2005, Wure and Obbard [6] studied the distribution of organochlorine compounds, BHCs and DDTs, in the sea surface microlayer, water column and sediment of Singapore’s coastal environment. Additionally, Cheevaporn and Menasveta [7] reviewed and reported the water pollution in the Gulf of Thailand, which included some OCPs such as BHCs, DDTs, aldrin, dieldrin, α-endosulfan, heptachlor and heptachlor epoxide.
Although the major sink of organochlorine compounds is the sediment, such compounds can bioaccumulate in the biota, especially for the benthic organisms and then enter the food chain. Menone et al. [8] reported that the burrowing crabs,
Agricultural pesticides most often are applied as liquids sprayed on the crop or the soil or as a seed treatment. An application of pesticide, depending on crop stage, formulation, intended target, application technique, and weather conditions is distributed between soil, plant foliage or crop residues, and losses due to drift. Chemicals used in the formulation of the pesticide can change the agronomic effects such as effectiveness and phytotoxicity of the formulated product. Chemicals also affect the environmental impact, as dispersion patterns may be altered and the functional activity period of the active ingredient may be lengthened or its degradation delayed. The pesticides that reach the soil or plant material in the target area begin to disappear by degradation or dispersion. Pesticides may volatilize into the air, runoff or reach into surface water and groundwater, accumulate by plant or soil organisms or stay in the soil [10].
Human and ecological system exposure to micro-organic contaminants is related to their distribution between the various compartments of the environment (atmosphere, soils, surface fresh waters, ground waters, and oceans), to their transport between compartments, and to their availability for uptake and bioaccumulation by organisms. All the compartments have their importance but each has its own significance. The most obvious concern relating to the pollutants in the freshwater compartment is the possibility of adverse effects upon the freshwater ecosystem. In addition, micro-organics in rivers can be washed out to the seashore and so freshwater can also act as a major source of the pollutants to the oceans, where they may result in adverse ecological effects, particularly in the coastal zone. Human exposure can then occur through eating both freshwater and saltwater fish and other seafood. Within the freshwater compartment, it is particularly important to consider the sediment phase, because the largely hydrophobic nature of many micro-organic pollutants, which are known to associate strongly with natural sediments and dissolved organic matter. Sediments therefore have the strong potential to influence micro-organic pollutants fate in bed sediment, both freshwater and coastal marine.
The sources and transport of OCPs to and within freshwater sedimentary environments are obviously a crucial factor in determining the concentrations and the distribution of contaminants in freshwaters [11]. After applied to the soil zone, many pesticides transport to sedimentary systems, through leaching, surface run-off, spray drift, soil erosion and volatilization. A complex range of factors determines the fate of pesticides applied to agricultural land. These include the method of application of the active ingredient, and the weather conditions such as temperature, wind direction and speed, and rainfall following the application. The antecedent conditions, topography, soil type, farming practice and crop grown on the land, also affect water movement and dispersal of pesticides. These factors are reported to be more important than the physico-chemical parameters of the compound [12].
Other major routes of these organics compounds into freshwater sedimentary environments include direct discharges from industry, treated effluent discharge from both domestic and industrial sources, storm-water discharge from storm drain and aerial deposition. When wastewaters are treated before discharge to rivers and lakes, the concentration of a range of pesticide in the effluents is likely to be lower than in direct discharges because of possible sorption to solids and degradation during waste treatment. A huge range of the compounds is used and produced in industrial processes and may be discharged either from treatment plants or direct into freshwater.
In some situations, industrial effluents are a very complex mixture of the OCPs and it is impossible to know the entire chemical composition of even the commercial products used in manufacturing processes. This is because many commercial formulations are not pure chemicals but contain by-products of the production process. This, together with the metabolites formed during sewage treatment, leads to a wide range of compounds delivered to freshwater from a single commercial-product source. Hence any investigation of a point-source discharge containing micro-organic compounds must consider not only compounds that have been designed to be toxic, such as pesticide, but a wide range of commercial and natural products (possibly containing impurities not essential for the product application) that may have partially degraded in the pipeline or in the wastewater treatment process. Moreover, storm-water discharges, overflow from roadside and other urban drains during heavy rainfall events, can be sources of a range of micro-organic compounds to freshwaters.
In freshwater, micro-organic contaminants from OCPs can exist in a variety of forms: as a freely dissolved phase, as a colloidal phase or associated with sedimentary material. In terms of the fate and effects of micro-organics between these various phases is a central issue. It strongly influences bed and suspended-sediment concentrations, freely dissolved concentrations (both in pore-waters and in the overlying water) and colloidally bound concentrations, and therefore also have a strong influence on sediment and water quality [11]. Natural sediments are complex mixtures of inorganic mineral offer environments, which may be favorable for micro-organics to become associated with. The association of micro-organics with sediments and soils is known as sorption, a general term, which covers two types of process, adsorption and absorption. Outstanding to the compositional complexity of sediments, sorption is not, however, the result of a single process, but may result from both adsorption and adsorption in/on a range of matrices.
Behavior of pesticides in soil, suspended sediment and bed sediment were determined by several processes including degradation by soil microorganism, chemical degradation (e.g. hydrolysis), sorption and binding by organic and mineral soil components, uptake by plant roots, volatilization and the diluting effects of water flow process.
Losses of pesticide in the soil via microbiological and chemical pathways are collectively termed degradation. Rate of degradation in soil usually increases with temperature and with soil water content [13]. Half-lives can be very long in dry soil. Degradation is often described satisfactorily by simple exponential decay, which assumes that the amount degraded per unit time is directly proportional to the amount present. The rate of degradation can be characterized by a half-life (
Field-measured half-lives generally are shorter than those measured under controlled laboratory conditions because of first, multiple degradation pathways operating under field conditions, resulting in more rapid degradation. The last reason is losses by volatilization and photodecomposition. Both processes are occurring in the field and not in the laboratory field-measured soil; half-lives may also include dissipation losses by runoff, leaching and uptake by plants, which are not degradation pathway.
The sorption of pesticide on soil reduces its mobility, with the extent of reduction dependent upon the physical and chemical properties of the soil as well as the molecular characteristics of the pesticide. Since soil organic matter is the primary soil constituent responsible for sorption of non-ionic pesticides, a sorption constant based on only the organic carbon present (Koc, dm3 kg-1) can be used to assess pesticide mobility,
A significant proportion, typically ranging from 20 to 70%, of a pesticide or its degradation products may remain in the soil as a persistent residue bound to the soil colloids [15]. In this bound state, these compounds are difficult to extract and characterize, and tend to lose their biological activities. Many pesticides formerly believed to be readily degraded and lost from the soil were later shown to form these bound residues. Although no firm evidence is available, concern has been expressed that these bound residues may be released and be taken up by crop plants or leach into groundwater.
In any water body there are areas of bed-sediment erosion and of sediment accumulation, largely determined by flow and wave patterns. Fine suspended sediment particles, weather from external influxes to the water body or from resuspended of bed sediments will be deposited, in the long term, in accumulation zones. In general, fine silty sediments will also have a higher organic C content than coarse sandy sediments. Because of these and because of their higher surface area to volume ratio, fine sediments are likely to contain higher concentrations of micro-organic compounds, on a weight for weight basis. The overall effect is that away from direct sources, bed-sediments in accumulation zones are likely to have a much higher loading of micro-organic compounds than bed sediments in other areas [11].
The effects of flow rate can also be very important in the transport of micro-organics in freshwaters. In relatively slow-flowing rivers such as the Rivers Aire and Calder in Yorkshire, bed and suspended sediments have been found to contain relatively high concentrations of a range of pesticides, notably including the synthetic pyrethroids [16]. In contrast, some fast-flowing rivers have high self-purification ability against pollution, with high water-discharge and sediment loads. This is the case for a number of rivers in some catchments in western China, where in spite of heavy industrial discharges of HCHs, DDT and PCBs, relatively low concentrations have been found in surficial river sediment (depth <3 cm) [17] compared with the concentrations found in other sediment surveys [18]. Where contaminated river have high purification ability because of rapid flushing and bed-scouring, compounds that are not found in river sediments may accumulate in coastal zones, estuaries and lakes.
Spatial variations in suspended-sediment-bound concentrations, as well as in bed sediment concentrations, can occur because of different sedimentation and flow regimes. Spatial variations in suspended-sediment-bound concentrations can also reflect source differences [16]. There is also likely to be a dilution of suspended sediments carrying contaminants by clean suspended material as the distance away from the source increases [19]. Temporal variations in non-tidal stretches of rivers usually result from changes in flow levels into and through the river, often varying with season [16]. Moreover, temporal variations can be complex if the source of the micro-organic compound is flow-related as in the case of resuspension of contaminated bed sediments, runoff from storm drains and erosion of contaminated soils, for example due to flooding. Otherwise, high flow rates giving rise to increased sediment transport will act to dilute suspended-sediment micro-organic compound concentrations.
Degradation of OCPs contaminants in freshwater environments can occur either in the water column, or in the sediment bed following deposition. For pesticides in particular, compound half-lives and stabilities under various abiotic conditions are available from manufactures’ information. However, the situation is complicated in natural waters by the presence of varied microbial populations, suspended sediments, dissolved ions, dissolved organic matter and the sediment bed. Sediment, in particular, has the potential to strongly influence degradation, because many micro-organic compounds are known to associate strongly with sediments. In addition, microbial populations are also known to be largely associated with surfaces in the environment rather than living free in solution.
Those OCPs contaminants can undergo degradation, either abiotically, through purely chemical or photochemical pathways, or biologically, with the microorganism assistant. Degradation can be complete, with compounds being mineralized to form CO2 and other simple chemical species, or partial, with the resultant degradation products more closely resembling the parent species. Different degradation pathways can occur simultaneously, with the relative importance of the various pathways being dependent upon the compound and the environmental conditions. Even if it is difficult to generalize because of the multitude of compound and types of environment, biotic degradation pathways are often found to be more important in the degradation of micro-organic contaminants. In particular, microbial pathways usually lead to complete mineralization of microorganism compounds.
The two most important types of abiotic chemical degradation reactions are hydrolysis, usually either acid or based-catalyzed and redox reactions. Hydrolysis can be a significant degradation pathway for compounds containing ester, ether or amide functional groups, s-triazine and carbamate for example, and for substituted haloalkanes. In terms of chemical oxidation, the major oxidants present in the environment are O2, and Fe (III) and Mn (III) and (IV) oxides, with susceptible compounds including anilines and polyalkylated phenols. Whilst reduction is known to be a degradation route for a wide range of micro-organic compounds under appropriate environmental conditions, it is often difficult to identify the chemical reducing agents responsible. It is generally thought that low abundance but highly reactive species such as quinoid-type compounds, Fe porphyrines and some transition metal ions may be involved [11].
In terms of abiotic photochemical degradation or photolysis, there are few micro-organic contaminants including highly conjugated species such as polyene, nitroaromatics and some polyaromatic compounds, that will degrade directly following absorption of natural light. Indirect photolysis, in which dissolved natural organic matter becomes electronically excited after absorbing natural light, resulting in the production of a wide range of highly reactive species such as the hydroxyl radical (OH), which then may react with micro-organic pollutants. It is thought to be the more significant photolysis pathway for micro-organic compounds, with alkyl-substituted phenols, anilines, mercaptans, furans and other dienes being particularly susceptible [11].
Microbial populations are responsible for the vast majority of biotic transformations of micro-organics in the environment. Microorganisms involved in five basic types of transformation including, microbial metabolism, in which the compound serves as a growth substrate, which leads to mineralization and co-metabolism, in which the compound is transformed by metabolic processes, but does not serve as an energy source. The third transformation type is polymerization or conjugation, in which microbial reactions result in the polymerization of the compound with natural organic matter. The last two transformation types are accumulation, in which the compound is incorporated into the tissues of the organism itself, but not for growth, and secondary effect transformations, whereby transformation results from changes in redox potential or pH as a result of microbial reactions.
The study area is Mae Klong River basin, which is located in the central plain of Thailand. The climate in Thailand can be divided into 3 seasons including winter (October-February), summer (February-May) and rainy season (May-October). Approximate annual rainfall levels are up to 1,100 mm in the rainy season (85% in May to September). The temperatures are between 25-40ºC. The humidity is around 56-79% [20].
The Mae Klong River basin is one of three major river basins in the Chao Phraya Delta, which are an important agricultural area in rice production and other agronomic in Thailand for some centuries. The other two major river basins are the Chao Phraya and Tha Chin River basins. The Mae Klong River basin covers a total area of 30,800 km2 in the west central of Thailand with the very flat delta. It is periodically flooded in rainy season (mostly during August to November) [21]. The most important farming activities in this region are rice paddies and orchards including coconut, lime, lychee and mango. The main waterway in this basin is Mae Klong River which ends at the Gulf of Thailand in Samut Songkhram Province, and has the length of 132 km. The river receives water from both the irrigation canal systems and natural tributaries, which flow through cultivated areas where OCPs are intensively used to improve crop yields [7,22]. The discharge of untreated waste from agriculture is a major source of OCPs contamination in this area, and has been a major concern to citizens and officials for more than two decades [7,20,22]. Some organochlorine pesticides accumulation and their degradation along Mae Klong River basin and some of its tributaries will be discussed in this chapter.
Map of Thailand showing the five tributaries of the Mae Klong River in the study area (Poolpak et al., 2008)
The land use in Mae Klong Basin in the area of Samut Songkram Province with the major land use is agricultural area (Poolpak et al., 2008)
The five sampling sites were on the Mae Klong River tributaries at Tumbon Prag Nam Dang, Amphawa, Samut Songkram Province (Figure 1). These tributaries are also major sources for household and industrial water supply in Samut Songkhram Province. As showed in Figure 2, the areas surrounding the sampling sites are a traditional rice-cultivation area in which farmers cultivate rice twice per year. The first crop (rainy-season rice) cultivation typically starts in August and harvested in November or December. An irrigated dry-season crop is planted in April or May and ends in July or August. Five sites were chosen in such a way as to include hot spots of pollution discharges along the Mae Klong River such as industrial regions, paddy fields and orchards for the first year. For the second year of monitoring, sediment samples were collected from Rang Tub Tab canal (site R) and Phi Lok canal (site P), which is an important crossing point of several tributaries in study area. Site R is also the tributary connected to the Gulf of Thailand. Sediment samples were collected monthly for a period of two years, during August 2003 to February 2005. The study areas and sampling locations along the selected tributaries were illustrated in figure 3. Furthermore, the basic physico-chemical properties of natural surface sediment samples within the area are shown in Table 1.
The study areas and sampling locations along the selected tributaries during August 2003 to July 2004 (A) and March 2004 to February 2005 (B) (Poolpak et al., 2008)
Sampling year | Sampling sites | Geographical coordinate | Water content (%) | pH | Sand (%) | Silt (%) | Clay (%) |
2003 | Kud Kamnan Somboon (K) | (598863N, 1475923E) | 50.79 | 5.9 | 20 | 24 | 56 |
Saphan Han (SP) | (598450N, 1475000E) | 64.15 | 5.8 | 30 | 21 | 49 | |
Phi Lok (P) | (595992N, 1475052E) | 56.88 | 5.7 | 25 | 23 | 52 | |
Sam-nga (SN) | (595235N, 1472125E) | 64.41 | 5.6 | 32 | 20 | 48 | |
Rang Tub Tab (R) | (593496N, 1472125E) | 61.79 | 5.8 | 29 | 30 | 41 | |
2004 | Phi Lok (P) | (595986N, 1472125E; | 59.34 | 5.7 | 24 | 23 | 53 |
594718N, 1471496E; | |||||||
595133N, 1475347E) | |||||||
Rang Tub Tab (R) | (588357N, 1474380E; | 42.44 | 5.8 | 29 | 30 | 41 | |
589628N, 1474503E; | |||||||
592581N, 1473464E; | |||||||
593310N, 1474090E; | |||||||
593059N, 1472441E; | |||||||
593899N, 1476626E) |
Sampling areas and codes of the tributaries of Mae Klong River, their coordinates and the basic physicochemical properties of natural surface sediment samples within the area
The organichlorine compounds in this investigation were hexachlorocyclohexane (technical HCH including α-HCH, γ-HCH, β-HCH, δ-HCH), heptachlor and its epoxide, α-, β-endosulfan and endosulfan sulfate, DDT, DDE, and DDD. They were chosen in the subject of their persistence and their importance in agricultural activities. The chemical structures and some properties of the selected OCPs were presented in table 2 and 3.
Name | Molecular formula | Molecular weight | Chemical structure |
α-HCH | C6H6Cl6 | 290.83 | |
β-HCH | C6H6Cl6 | 290.83 | |
γ-HCH | C6H6Cl6 | 290.83 | |
δ-HCH | C6H6Cl6 | 290.83 | |
DDT | C14H9Cl5 | 354.49 | |
DDD | C14H10Cl4 | 320.05 | |
DDE | C14H12Cl2 | 318.03 | |
α-Endosulfan | C9H6Cl6O3S | 406.93 | |
β-Endosulfan | C9H6Cl6O3S | 406.93 | |
Heptachlor | C10H5Cl7 | 373.32 | |
Heptachlor epoxide | C10H5Cl7O | 389.32 |
Organochlorine compound structures and their molecular properties
Substance | Melting Pta | Boiling Pta | Vapor pressureb | Water solubilityc | Log P | Henry’s law law constantd | Atmospheric OH rate constantd |
α-HCH | 159.5 | 228 | 4.50E-05 | 2 | 3.80 | 1.22E-05 | 1.40E-13 |
β-HCH | 314.5 | 60 at 5.80E-01 mmHg | 3.60E-06 | 0.24 | 3.78 | 4.40E-07 | 5.73E-13 |
γ-HCH | 112.5 | 323.4 | 4.20E-05 | 7.3 | 3.72 | 5.14E-06 | 1.90E-13 |
δ-HCH | 141.5 | 60 at 3.40E-01 mmHg | 3.52E-05 | 10 | 4.14 | 4.29E-07 | 5.73E-07 |
DDT | 108.5 | NA | 1.60E-07 | 0.0055 | 6.91 | 8.32E-06 | 3.44E-12 |
DDD | 109.5 | 350 | 1.35E-06 | 0.09 | 6.02 | 6.60E-06 | 4.34E-12 |
DDE | 56 | 320 | 6.00E-06 | 0.04 | 6.51 | 4.16E-05 | 7.43E-12 |
α-Endosulfan | NA | NA | 3.00E-06 | 0.51 | 3.83 | 7.09E-06 | 8.17E-12 |
β -Endosulfan | NA | NA | 6.00E-07 | 0.45 | 3.83 | 3.91E07 | 8.17E-12 |
Endosulfan sulfate | 181-182 | NA | 2.80E-07 | 0.48 | 3.66 | 3.25E-07 | 8.17E-12 |
Heptachlor | 95.5 | 310 | 4.00E-04 | 0.18 | 6.10 | 2.94E-04 | 6.11E-11 |
Heptachlor epoxide | 160 | NA | 1.95E-05 | 0.2 | 4.98 | 2.10E-05 | 5.17E-12 |
Physical and physico-chemical properties of some organochlorine pesticides
The variations of the OCPs levels for different rice-cropping seasons in surface sediments from the five tributaries during August 2003 and July 2004 are summarized in Table 4, whereas Tables 5 show the mean concentration of OCPs residues in the sediment samples taken along site P and site R during March 2004–February 2005. Despite the official ban and restriction on the usage of some OCPs, pesticide residues were detected in all sampling sites [20].
The range of total OCPs concentration in the sediments from five tributaries were 0.09-96.48 μg/g dw at site K, 0.01-110.92 μg/g dw at site SP, 0.06-102.05 μg/g dw at site P, 0.11-84.00 μg/g dw at site SN and 0.02-274.16 μg/g dw at site R. In the second year of observation, sites P and R were then chosen for further monitoring. Total residue concentrations of OCPs ranged from 0.15 to 99.60 at site P and 0.14 to 129.82 at site R. Comparing with the others, site R was found to be the most OCPs contaminated site in this study.
The higher concentration of OCPs at five selected tributaries indicated the high irrigation of these compounds in and around the basin. These OCPs are believed to have originated from various pesticide-rich sources, mainly agricultural areas and household. The natural processes of leaching and runoff and irrigation are likely to enhance their transfer to the main course of these tributaries, especially during the rice cultivation season [20].
The relatively high pesticide levels at site R can be explained from the input of pollutants in discharge from agricultural fields. This tributary was connected to and received water from other tributaries so it may contain pesticides from extraneous areas as well as from the immediate surroundings.
OCPs residues in dry-season rice cultivation periods were higher than during the wet season in both years. This meant that some OCPs could be released from the surrounding areas to the tributaries in the irrigation from paddy fields. Moreover, the still water in dry season is one of the major basis. Decreased OCPs concentrations in the rainy-season cultivation can be explained in term of lower upstream discharge and dilution effects. Where non-agricultural activities in cool season infer to the low levels of the chemicals found in this sampling season [20].
Pesticides | Rainy –season cultivationa | Non-rice cultivationb | Dry-season rice cutivationc | ||||||||||||
K | SP | P | SN | R | K | SP | P | SN | R | K | SP | P | SN | R | |
α-HCH | 0.05 (0.06) | 0.25 (0.18) | 0.12 (0.10) | 0.25 (0.18) | 0.33 (0.08) | 0.28 (0.05) | 0.28 (0.20) | 0.26 (0.11) | 0.25 (0.14) | 0.30 (0.13) | 0.26 (0.09) | 0.39 (0.07) | 0.35 (0.00) | 0.41 (0.04) | 0.33 (0.08) |
β-HCH | 0.11 (0.02) | 0.18 (0.02) | 0.13 (0.04) | 0.17 (0.02) | 0.21 (0.08) | 0.17 (0.06) | 0.02 (0.02) | 0.17 (0.03) | 0.18 (0.03) | 0.23 (0.07) | 0.21 (0.10) | 0.18 (0.02) | 0.15 (0.02) | 0.19 (0.03) | 0.33 (0.19) |
γ-HCH | 0.21 (0.05) | 0.35 (0.00) | 0.26 (0.05) | 0.32 (0.06) | 0.30 (0.05) | 0.23 (0.04) | 0.35 (0.00) | 0.29 (0.00) | 0.28 (0.09) | 0.33 (0.00) | 0.23 (0.04) | 0.35 (0.00) | 0.29 (0.00) | 0.32 (0.06) | 0.31 (0.06) |
δ-HCH | 0.54 (0.24) | 0.91 (0.41) | 0.76 (0.72) | 0.68 (0.22) | 3.31 (1.32) | 0.86 (0.81) | 1.28 (1.51) | 1.15 (1.13) | 1.67 (2.49) | 1.99 (1.01) | 2.64 (1.08) | 2.89 (2.13) | 1.96 (1.35) | 1.85 (1.22) | 2.95 (0.95) |
Heptachlor | 0.06 (0.07) | 0.15 (0.10) | 0.21 (0.19) | 0.13 (0.10) | 0.19 (0.14) | 0.04 (0.04) | n/a | 0.09 (0.07) | n/a | 0.25 (0.19) | 0.10 (0.04) | 0.13 (0.05) | 0.15 (0.11) | 0.21 (0.12) | 0.61 (0.91) |
Heptachlor epoxide | 11.61 (4.39) | 13.99 (5.96) | 16.52 (20.78) | 9.23 (7.87) | 63.22 (24.72) | 20.41 (25.67) | 20.82 (27.51) | 29.79 (38.96) | 33.01 (56.12) | 58.77 (49.73) | 64.46 (29.63) | 76.11 (44.67) | 55.74 (19.57) | 41.76 (26.84) | 152.17 (55.50) |
Endosulfan I | 0.12 (0.00) | 0.16 (0.00) | 0.13 (0.00) | 0.16 (0.00) | 0.15 (0.00) | 0.11 (0.02) | 0.15 (0.03) | 0.13 (0.00) | 0.16 (0.00) | 0.16 (0.02) | 0.10 (0.02) | 0.17 (0.02) | 0.11 (0.03) | 0.16 (0.00) | 0.12 (0.05) |
Endosulfan II | 0.03 (0.02) | n/a | 0.05 (0.04) | 0.01 (0.03) | 0.05 (0.04) | 0.03 (0.03) | 0.01 (0.03) | 0.04 (0.02) | 0.01 (0.03) | 0.14 (0.25) | 0.03 (0.07) | n/a | 0.05 (0.04) | 0.09 (0.06) | 0.07 (0.05) |
Endosulfan sulfate | 0.07 (0.06) | 0.13 (0.03) | 0.08 (0.05) | 0.15 (0.04) | 0.15 (0.03) | 0.11 (0.05) | 0.08 (0.08) | 0.17 (0.08) | 0.07 (0.10) | 0.38 (0.46) | 0.15 (0.01) | 0.21 (0.07) | 0.19 (0.02) | 0.19 (0.02) | 0.58 (0.51) |
p,p′-DDE | 0.08 (0.03) | 0.04 (0.08) | 0.09 (0.06) | 0.06 (0.08) | 0.11 (0.04) | 0.09 (0.08) | 0.17 (0.10) | 0.13 (0.09) | 0.12 (0.14) | 0.16 (0.07) | 0.10 (0.03) | 0.21 (0.04) | 0.12 (0.06) | 0.18 (0.08) | 0.16 (0.07) |
p,p′-DDD | 0.01 (0.02) | 0.06 (0.12) | 0.03 (0.03) | 0.02 (0.03) | 0.02 (0.03) | 0.13 (0.05) | 0.03 (0.04) | 0.03 (0.03) | 0.03 (0.06) | n/a | 0.14 (0.10) | 0.13 (0.27) | n/a | 0.11 (0.18) | n/a |
p,p′-DDT | 0.13 (0.08) | 0.17 (0.12) | 0.14 (0.13) | 0.26 (0.11) | 0.08 (0.05) | 0.26 (0.07) | 0.31 (0.13) | 0.25 (0.05) | 0.38 (0.05) | 0.20 (0.14) | 0.37 (0.11) | 0.35 (0.08) | 0.22 (0.10) | 0.37 (0.03) | 0.63 (0.74) |
Mean and standard deviation (S.D.) of OCPs (µg g-1 dw) detected in the surface sediment in five tributaries of the Mae Klong river during August 2003-July 2004 (n=60/cultivation period)
Pesticides | Dry–season cultivationa | Rainy-season rice cultivationb | Non-rice cutivationc | |||
P | R | P | R | P | R | |
α-HCH | 0.21 (0.15) | 0.28 (0.15) | 0.32 (0.06) | 0.02 (0.03) | n/a | 0.33 (0.08) |
β-HCH | 0.93 (0.83) | 3.66 (3.29) | 0.12 (0.02) | 0.09 (0.02) | 0.11 (0.02) | 0.08 (0.19) |
γ-HCH | 0.18 (0.08) | 0.21 (0.12) | 0.08 (0.13) | 0.05 (0.08) | 0.02 (0.02) | 0.01 (0.06) |
δ-HCH | 5.50 (3.32) | 10.09 (6.31) | 1.08 (1.28) | 0.82 (0.94) | 0.64 (0.23) | 0.43 (0.95) |
Heptachlor | 0.53 (0.59) | 2.16 (2.61) | 0.04 (0.09) | 0.04 (0.04) | 0.04 (0.03) | 0.02 (0.02) |
Heptachlor epoxide | 72.43 (30.90) | 110.39 (56.79) | 19.51 (28.43) | 14.84 (21.82) | 7.66 (3.41) | 4.59 (1.50) |
Endosulfan I | 0.07 (0.05) | 0.18 (0.12) | 0.10 (0.05) | 0.06 (0.02) | 0.02 (0.01) | 0.01 (0.05) |
Endosulfan II | 0.07 (0.04) | 0.10 (0.03) | 0.06 (0.04) | 0.07 (0.03) | 0.02 (0.01) | n/a |
Endosulfan sulfate | 0.17 (0.07) | 4.62 (7.47) | 0.04 (0.02) | 0.05 (0.03) | 0.01 (0.01) | n/a |
p,p′-DDE | 0.66 (0.12) | 0.11 (0.05) | 0.03 (0.01) | 0.03 (0.03) | 0.03 (0.01) | n/a |
p,p′-DDD | 1.03 (0.63) | 0.17 (0.09) | 0.02 (0.02) | 0.02 (0.01) | 0.01 (0.01) | n/a |
p,p′-DDT | 1.05 (0.85) | 2.99 (2.59) | 0.05 (0.04) | 0.05 (0.02) | 0.02 (0.02) | n/a |
Mean and standard deviation (S.D.) of OCPs (µg g-1 dw) detected in the surface sediment at site P and R during March 2004-Febuary 2005 (n=36/cultivation period)
Even though usage of some imported pesticides such as DDT was officially banned in 1983, there is the official report presented that these OCPs were parts of organochlorine insecticides active ingredients not included in the ban list. That is why they were still detected in sediment samples along with their metabolites [22-24]. Additionally, the appearance of some OCPs such as endosulfan and heptachlor in the sediment may indicate continued usage of these pesticides despite the official ban. Illegal smuggling of these pesticides from the neighborhood countries has been reported several times in local newspapers. Furthermore, some pesticides are still used in some developing countries around the tropical belt [25,26] which demonstrates the degradation persistence of these substances, even in tropical environment [27].
Heptachlor epoxide was found at the highest concentration in sediments from station R. The enzymatic epoxidation of heptachlor to heptachlor epoxide in soil and animals is most likely responsible for the significant greater incidence of heptachlor epoxide than heptachlor [28]. This chemical was also extensively used for termite control in Thailand in the past, and additionally, was used in seed treatments and control of soil insects such as ants. Although the usage of heptachlor was officially banned in 1988, the observed high residue concentrations of heptachlor epoxide at all sampling sites could come either from persistence in the environment or from continued use reflecting either illegal smuggling or use of old stocks [20]. Heptachlor and its epoxide were also detected in both water samples [23] and agricultural soil samples [24] from the Chao Phraya Basin. Furthermore, the other unlikely sources of heptachlor and its metabolite may be chlordane which is widely used against termite infestation and could be released into the environment primarily from its application as an insecticide [9]. It has the main components including α- and γ-chlordane, γ-nonachlor and heptachlor and generally metabolized in the environment and in the human body to oxychlordane and may be heptachlor epoxide found in the absence of either oxychlordane or γ-nonachlor [29].
In the case of endosulfan, the concentration of its α-isomer (the main component of the commercial product) was higher than β-endosulfan (a secondary component) at all sampling sites during the two years. Total endosulfan showed values in the range >0.001-1.34 μg/g dw in 2003, with 0.05-0.20 μg/g dw for the α-isomer and only >0.001-0.51 μg/g dw for the β-isomer. Endosulfan sulfate, an endosulfan degradation by-product, was found in large concentration in the sediment samples (range >0.001 to 1.34 μg/g dw). The total endosulfan in 2004 was 22.60 μg/g dw with the highest proportion as endosulfan sulfate (>0.001-15.72 μg/g dw) [20].
Endosulfan was extensively used to control golden apple snails in rice fields in this area and was officially banned in 2004. Endosulfan and its by-products, endosulfan sulfate, were found in relatively high concentrations, both during the dry and rainy-rice cultivation seasons. These data reflects the wide use of endosulfan in the surrounding agricultural areas over a long period [20]. Moreover, during warehouse storage, β-endosulfan can be slowly converted to α-endosulfan, which has higher toxic insecticidal properties than the β-isomer [30].
For some OCPs, chemical transformation and microbial decomposition may occur, e.g. DDT is transformed to DDE and δ-HCH to α-HCH. However, complete mineralization of organochlorine compounds does usually either not takes place, or is an extremely slow process [3]. Composition of DDT metabolites and HCH isomers were examined in detail because their differing composition in the environment could indicate different sources of contamination [31].
In the first year of monitoring, levels of DDTs were found elsewhere, for example, between 0.08 and 1.83 μg/g dw in sediment from site R. The ratios of (DDE+DDD)/∑DDT in surface sediments ranged from 0.21 to 0.61 μg/g dw in 2003 and from 0.10 to 1.00 μg/g dw during 2004 (Figure 4 and 5). Most values were less than 0.5 for the first year, whereas they were greater than 0.5 for the second year. As to the individual DDTs, the concentrations in surface sediment were generally found in the order of DDT>DDE>DDD in most sampling sites and sampling seasons (Figure 6). The same trend was also reported for the second year (Figure 7) except for sites P and R (non-rice cultivation areas), at which DDE showed the highest percentage. In addition, DDE was usually present at a higher concentration than DDD [20].
Relationship between (DDE+DDD)/∑DDT and DDD/DDE in surface sediments during August 2003 to July 2004 (Poolpak et al., 2008)
Relationship between (DDE+DDD)/∑DDT and DDD/DDE in surface sediments during March 2004 to February 2005 (Poolpak et al., 2008)
Composition of DDTs in surface sediments, during August 2003 to July 2004 (Poolpak et al., 2008)
Composition of DDTs in surface sediments, during March 2004 to February 2005 (Poolpak et al., 2008)
The result showed that DDE was usually present in a higher concentration than DDD, suggesting that the most DDT was transformed into DDE [32]. The higher occurrence of DDD and DDE are the results of DDT degradation and the higher stabilities of the metabolites [33-35]. The metabolite DDE is produced from DDT under aerobic conditions such as that occurs in upland soils. On the other hand, DDT is converted to DDD with a half-life of a few days under anaerobic conditions such as in the aquatic sediment [3]. Microbial degradation of DDTs is generally slow resulting in environmental persistence of these compounds [36]. The relative concentrations of the parent DDT and its metabolites can indicate whether DDTs input are from the former or present uses [26,34,37].
Data from the relative concentrations of the parent DDT and its metabolites (DDE and DDD) shows that most values were less than 0.5 for the first year (2003), whereas they were greater than 0.5 for the second year (2004) [20]. The ratios of (DDE+DDD)/∑DDT > 0.5 are reported to indicate long-term weathering [26,38-41]. This suggested that the DDT compounds in sediments collected in 2003 were from the current use whereas the 2004 values which were mostly > 0.5 indicated that degraded metabolites formed a significant proportion of total DDT compounds and the contamination of the area has started long time ago. Since the DDD/DDE ratios were less than the unity at both sampling sites, this indicates that the sediment samples were dominated by the products of aerobic degradation and the contamination of the area is fairly recent. It also indicates that the ongoing use of DDT and its metabolites were derived under aerobic conditions before transported by surface runoff to the waterways sediment [20]. This may be explicable by the relatively higher transportability of DDE than the other form in the atmosphere [18].
The concentrations of HCH isomers detected in this study in 2003 were in the sequence β-HCH<α-HCH<γ-HCH<δ-HCH at most sampling sites, where the order in 2004 was α-HCH≤γ-HCH<β-HCH<δ-HCH. In addition, β-HCH represented the lowest proportion (7.61% of the total HCHs compared to 11.2% and 12.0% for α- and γ-isomers, respectively during 2003 (Figure 8). On the other hand, the decreased proportion of α-HCH and the increased proportion of β-HCH in 2004 were detected (Figure 9). Among HCH isomers analyzed, γ-HCH (lindane) contributed 12% and then 2.22% of the total HCH concentrations in sediment samples in 2003 and 2004, respectively [20].
HCH residues are among the most widely distributed and frequently detected organochlorine contaminants in the environment [36]. Technical HCH was formerly used as a broad-spectrum pesticide for agricultural purpose in Thailand until it was banned in 1980 [9] whereas the γ-isomer, commonly known as lindane, (the only isomer with insecticidal activity) was used for controlling agricultural and medical pests [43] and banned in 2001. Generally, the most common isomers of HCHs in the environment are α-HCH, β-HCH and γ-HCH [44]. Whereas there were high concentrations of δ-HCH in sediments at most sampling sites in the present study, the results are similar to the levels detected at Beijing Guanting reservoir, where the possible reasons of contamination are still unclear [44]. The typical technical HCH generally contains all four isomers and their physico-chemical properties are different. The most stable β-HCH, relatively resistant to microbial degradation due to its lowest water solubility and vapor pressure, represents a good indicator of contamination [31,33,43,45]. Many studies have reported that β-isomer was dominant in sediments from river or estuary environment after long-term migration and transformation [38,46,47]. In addition, α-isomer is typically predominant in ambient air as well as ocean waters and can be converted into the β-isomer in the environment [31,42].
The sequence of HCHs in this study can be explained by the resistance to chemical degradation of these isomers in this environmental condition and the recent use of technical HCH in this area [45]. Various technical HCH formulations have different amounts of the α-, β-, and γ-isomers; however, the long range atmospheric transport favors α-HCH, the most volatile isomer [48]. On the other hand, the decrease in proportion of α-HCH and the increase in proportion of β-HCH in 2004 implied that the HCHs contamination in the sediment samples might have originated from a relatively distant source or long-term accumulation. Additionally, this data indicates the use of technical HCHs rather than lindane (γ-HCH) and may be explained by the degradation of γ-HCH in this environmental condition because γ-HCH is degraded by microorganisms [49,50] and photochemically isomerized to the α-isomer [45,51]. Although, the predominance of α-isomer in some environmental samples reflects the recent use of technical HCH [52], the higher concentration of α-isomer than γ-isomer in this study may establish the evidence of lindane usage in the past. Since there is no historical data concerning HCHs contamination in this central plain, thus the data presented here can be used to establish a baseline for the future monitoring and management of pesticides in this area [20].Composition of HCHs in surface sediments, during August 2003 to July 2004 (Poolpak et al., 2008)
Composition of HCHs in surface sediments, during March 2004 to February 2005 (Poolpak et al., 2008)
According to Poolpak [53], the biodegradation of heptachlor and its oxidative metabolite, epoxide in the microcosm were selected in the mean of their highest contamination in the filed study. The effect of initial concentrations and kinetic study of heptachlor, biodegradation in the sediment, effect of additional carbon sources, soil:water ratio and temperature on degradation of heptachlor were studied to assess its degradation in the fresh water environment. Sediments in degradation study were collected from Rang Tub Tab canal to determine the biodegradation behavior of the indigenous microorganisms in studied site.
The effects of different initial concentrations of heptachlor on the degradation and rate of metabolism of soil microcosms were performed in the liquid culture at the heptachlor concentrations of 50, 100 and 150 μg/mL at temperature of 30°C, 150 rpm for 7 days. The decline of different concentrations of heptachlor and the transformation of heptachlor epoxide, the oxidative metabolite, were examined. The liquid cultures without heptachlor but with 1% yeast extract were used as control. Degradation of heptachlor and heptachlor epoxide formation at various initial concentrations was illustrated in figure 10.
Degradation of heptachlor and heptachlor epoxide formation at various initial concentrations (Heptachlor residue at
The highest degradation efficiencies were observed in 100 μg/mL heptachlor as 88.36%, whereas at the concentration of 150 μg/mL heptachlor, the efficiencies were lower. Accordingly, 100 μg/mL heptachlor were conditioned in further experiments. Transformation of heptachlor to heptachlor epoxide in liquid culture was evaluated and showed that its metabolite was mostly found in 50 μg/mL heptachlor treatments or 27.85% of parent heptachlor with the positive values of redox potential suggesting the oxidative activities of microorganisms. Lu et al. [54] reported the transformation of heptachlor into 1-hydroxychlordene and 1-hydroxychlordene epoxide was relatively rapid but small proportion of heptachlor epoxide was formed which suggested that heptachlor epoxide formed environmentally largely
Growth of microorganism represented inhibition of higher heptachlor concentrations, which may decrease the degradation efficiencies of the chemical in this study. Similar results were presented in degradation of DDT by
pH and redox potential of different concentrations of heptachlor in liquid culture were measured to evaluate the relationship between growth and metabolic activities of the microcosms and pesticide concentrations. The culture pH was slightly decreased to an acidic range in early treatments before slightly increased to neutral at the end of the experiment in all treatments except for the liquid culture at 150 μg/mL heptachlor concentration where the pH was decreased to acidic range until the end of the experiment. This phenomenon may be due to the metabolic activities of the growing microorganisms. The decreased of pH in liquid culture in biodegradation experiment were also reported [56,58]. In addition, the redox potential values of the liquid culture were positive earlier then decreased to the negative value at the end of the experiment.
The effects of abiotic factors such as temperature, pH and organic matter on degradation of heptachlor in sediment were also determined at 30°C for 28 days. Heptachlor was degraded in sediment only 19.62% in abiotic control compared to 51.17% in biotic control. Furthermore, its metabolite, heptachlor epoxide was not detected under abiotic condition, whereas its concentration under biotic condition was 21.13±1.62 μg/g dw or 25.58% of the parent heptachlor. Because of heptachlor epoxide can be degraded by oxidative reaction by organisms, as a result abiotic control presented no concentration of heptachlor epoxide. Additionally, heptachlor epoxide concentration in this studied was 25.58% of the parent heptachlor which higher than that reported by Bidleman et al. [59] who suggested that heptachlor epoxide accounted for about 20% of the original heptachlor. They also suggested heptachlor degradation in soil proceeded at by at least two routes, 1-hydroxy chlordane and the more persistent, epoxide which subsequently volatilized. Consequently, the oxidation product of indigenous microbial in this study was heptachlor epoxide. This result is relatively similar to the field survey data which the major contaminant in the tributaries of the Mae Klong River was heptachlor epoxide [20].
The pH values were slightly acidic in biotic than abiotic condition. The redox potentials were positive in both conditions, except for later incubation, when those of biotic condition showed the negative value. Microorganisms were increased in number when the incubation time was increased. The positive redox potential was related to the microbial metabolism employing oxidative activities. DeLaune et al. [60] reported that soil generally had a redox range from -250 to +700 mV. In the flooded soil, oxygen is consumed and disappears at a redox potential of approximately +350 mV. Accordingly, aerobic soils represent a redox range of +350 to +700 mV, and anaerobic soil a range of -250 to +350 mV.
The additional carbon sources other than the target compounds may influence the degradation rates in the system, so the effects of additional carbon sources including sodium succinate, sodium acetate and glucose supplements at 1% concentration were performed and compared with abiotic control (no additional carbon source) to observe heptachlor degradation and heptachlor epoxide evolution.
Higher heptachlor residue in the experiment amended with 1% glucose, without additional carbon sources and 1% succinate (40.33±2.06, 40.33±1.79 and 39.84±0.77 μg/g dw, respectively), where 1% sodium acetate showed the least heptachlor (37.13±0.39 μg/g dw) as showed in figure 11. The results illustrated that without carbon supplement, the degradation efficiency was at its highest, whereas 1% of sodium succinate and sodium acetate addition increased the efficiency of degradation. In contrast, many studied reported the inhibition of the degradation of pesticides by microbial when the presence of the more favorable carbon sources has been found [55,56,61]. Moreover, increasing organic contents by adding carbon sources made sediment microorganisms more vigorous in consuming oxygen and turned the incubating condition into anaerobic condition [62].
Degradation of heptachlor and heptachlor epoxide formation at various additional carbon sources (Heptachlor residue at
Heptachlor epoxide appeared in experiments with adding sodium succinate (21.73% of the parent heptachlor) and sodium acetate (22.02% of the parent heptachlor) was lower than the other two (25.87% and 25.58% for glucose added and without carbon source added, respectively). By means of heptachlor epoxide concentrations decreased when carbon sources were added, the degradation product of heptachlor was no longer heptachlor epoxide. The anaerobic degradation of heptachlor by study of Chiu et al. [56] indicated that sodium acetate increased the anaerobic degradation of heptachlor in river sediment better than glucose and chlordane was produced as the product of degradation. Accordingly, heptachlor could be metabolized to chlordane and 1-hydroxychlordene-2,3-epoychlordene under anaerobic condition [63].
Microorganisms grew well with 1% glucose as compared to other carbon sources. With sodium succinatqe added, the pH was increased with the increase in incubation time whereas the number of microorganisms and redox potential values were decreased. The same trend was observed in sodium acetate addition experiment, less microorganism and redox potential values were found.
The effect of water volume on heptachlor degradation in sediment, the 1:1, 1:2 and 1:4 soil:water (w/v) ratio experiments were determined and the biodegradation effects were presented in figure 12. When the soil:water ratio was decreased, the degradation rate was decreased. Together with higher heptachlor residues in the 1:1 soil:water ratio (47.89±1.52 μg/g dw), heptachlor epoxide concentration was also decreased when soil:water ratio was increased to 1:1 w/v (18.81% of the parent heptachlor). The degradation efficiencies of heptachlor were also decreased when more sediment was added. Degradation of α- and γ-HCH in the soil slurry by Siddique et al. [57] showed that the soil:water ratio significantly decreased the rate of degradation at 4 weeks of chemical incubation. In addition, the study of Castro and Yoshida [64] found that heptachlor had degraded readily in flooded soil than under upland conditions.
The fate of heptachlor in the environment is influenced by environmental factors including soil/water ratio. Decreasing the soil:water ratio decreased the degradation of heptachlor in the sediment, which might due to the adsorption of heptachlor to the soil particles, decreasing their bioavailability to the microorganisms. Furthermore, the conditions in sediments are principally controlled by the diffusion of dissolved oxygen from the overlying water into the sediment bed, which aerobic bacteria dominate, and oxidation reactions both abiotic and biotic relatively easy occurred [11].
The decrease in heptachlor epoxide productivity when soil:water ratio decreased, suggested that less oxidative metabolism by bacterial activities with the confirmation by negative redox potential. The redox profile is expected to have the greatest effect on OCPs degradation in bed sediments, since compounds will be degraded at different rates and may be degraded through different pathways under different redox conditions. In general, the degradation rates in soils and sediments have been observed to be significantly faster under aerobic conditions, atrazine degradation in oxidizing conditions [60] and HCH degradation by microbial consortium [61,65]. This studied shows the same trend as previous studies as redox potential since 1:4 soil:water ratio were more positive than the others. Moreover the degradation efficiency of this soil:water ratio was better than other treatments.
Degradation of heptachlor and heptachlor epoxide formation at various soil:water ratio (Heptachlor residue at
Even though degradation was slow under reducing or anaerobic condition, the anaerobic degradation of chlordane [66], atrazine [60] and endosulfan [67] were observed.
The influence of incubation temperatures on heptachlor degradation and heptachlor epoxide transformation was studied at 20°C and 30°C to evaluate the degradation efficiencies of the microcosm. A smaller amount heptachlor residue was presented at 30°C (40.33±2.06 μg/g dw) than that of 20°C (65.70±2.41 μg/g dw). Heptachlor epoxide concentration was decreased when the temperature was decreased, 25.58% and 14.75% of parent heptachlor at 30° C and 20°C, respectively (figure 13). Furthermore, the higher percentage of biodegradation at 30°C was also better than that of 20°C (51.17% and 26.30%, respectively).
Degradation of heptachlor and heptachlor epoxide formation at various temperature (Heptachlor residue at
Many studies reported that the temperature of 30°C was suitable for chemical biodegradation including biodegradation of HCH isomer in soil slurry [57] and DDT and heptachlor degradation in river sediment of Taiwan [56]. Moreover, biodegradation of endosulfan by soil bacteria [68], abiotic degradation of endosulfan in a clay soil [70] and degradation of DDT by soil bacteria [54] yielded the maximum values at temperature of 30°C. However, microorganisms have the ability to degraded pesticides in a wide range of temperatures. For example,
In liquid culture and sediment, the degradation rate at the heptachlor concentration of 100 μg/g soil dw by indigenous microorganism fitted well with the second-order reaction and first order-reaction, respectively. The constant heptachlor degradation rate in liquid culture with the degradation rate constant,
The reaction rate of heptachlor biodegradation in both liquid culture and sediment was slightly decreased when the incubation time was increased. This may be due to the decrease in bacterial number when the incubation time was increased. Additionally, the conditions of the experiment were unfavorable for metabolic activities for microorganisms.
Since the degradation rate in liquid culture fits to the second-order reaction, it indicates that not only bacterial activities affected heptachlor degradation but also other factors should be involved as well. Even though, degradation of sorbed pesticides in the soil is a complicated process affected by many factors, the degradation rate of heptachlor in sediment fitted well with first-order reaction. This suggests that microbial degradation of pesticide was the major factor in sediment degradation. Ghadiri et al. [70] reported the degradation rates of aldrin, dieldrin, endrin and chlordane were first-order, the same as rate of atrazine degradation in reactors studied by Ghosh and Philip [71].
In all experiment of heptachlor biodegradation by soil microorganisms collected from Rang Tub Tab canal. Three indigenous microorganisms, which dominated in the biodegradation experiment in both liquid culture and sediment, were identified by 16S rDNA sequencing as
Despite the fact these three bacteria were dominant in the experiment during heptachlor degradation; it is difficult to interpret the role that the bacteria play in the transformation process of heptachlor in view of the fact that the physiological actions of these isolates are still unknown. However, biodegradation of endosulfan contaminated soil and water in laboratory scale reactors by
Pathways of heptachlor metabolism by indigenous microorganisms (T. Poolpak, 2008; modified from Lal and Saxena, 1982).
The first route of heptachlor degradation is the chemically hydrolysis of heptachlor to 1-hydroxychlordene in soil, and microbial attack on this product results in the production of 1-hydroxy-2,3-epoxychlordene. The second is microbial dechlorination of heptachlor produce chlordene, which undergoes microbial epoxidation to form the corresponding chlordene epoxide. The last route of biodegradation is oxidation of heptachlor by microorganism converts heptachlor to its epoxide by mixed-function oxidase system [63].
The surface sediment in the tributaries of Mae Klong River is polluted by the OCPs and relatively high levels of these compounds were observed in most study areas which summer was the season that highest OCPs residues were found in both sampling years. Heptachlor epoxide presented the highest concentration among detected OCPs. In addition,
For heptachlor biodegradation in liquid cultures, the highest degradation efficiency (88.36%) was observed in 100 μg/mL heptachlor where at 150 μg/mL heptachlor, the efficiency was lower. Moreover, growth of microorganism was inhibited at higher heptachlor concentration; as a result the degradation efficiency was decreased. In addition, heptachlor epoxide, the oxidative product of heptachlor by microorganism was found at the highest concentration in the 50 μg/mL heptachlor treatments. This evidence enhanced the idea of inhibition of bacterial growth at high concentration of heptachlor.
In abiotic condition of heptachlor biodegradation and the transformation to heptachlor epoxide in sediment, there was no detection of heptachlor epoxide. Confirms microorganisms play a major role in heptachlor oxidation to heptachlor epoxide. In contrast, heptachlor degradation was detected in biotic degradation; heptachlor epoxide concentration in this study was 25.58% of the parent heptachlor.
A number of external parameters including additional carbon sources affected the degradation rates in this study. Without carbon supplement, the degradation efficiency was high. Moreover, when 1% of sodium succinate and sodium acetate was added, the efficiency of degradation was even higher. However, heptachlor epoxide concentrations decreased when these carbon sources were added and the degradation product of heptachlor was changed to chlordane instead of heptachlor epoxide.
For soil:water ratio experiments, as the soil:water ratio was decreased, the degradation rate of heptachlor decreased. At 1:4 soil:water ratio, the redox potential values were more positive and higher degradation efficiency was observed. Also both degradation efficiency and transformation of heptachlor to epoxide at 20°C were lower than those at 30°C, these may be due to 30°C was the most favorable temperature for bacterial growth and heptachlor degradation.
The degradation rate in liquid culture fitted to the second-order reaction where the degradation rate of heptachlor in sediment fitted well to the first-order reaction. Decrease of reaction rate as incubation time increased was seen in both liquid culture and sediment. This may be as a result of the decrease in bacterial number and the shortage of food source toward time.
Three dominant bacteria were isolated and identified as
This work was supported by the Post-Graduate Education, Training and Research Program in Environmental Science, Technology and Management (ESTM) under Higher Education Development Project of the Ministry of Education and Mahidol University. It was also supported by and carried out in the framework of the Integrative Research Network of the Tha-chin and Mae Klong river basins. We gratefully acknowledge Department of Biology, Faculty of Science, Mahidol University. We also thank the staff of ESTM and Tha-chin project for their supports, cooperation and laboratory facilities.
Coccidiosis is a worldwide disease caused by the Apicomplexa protozoa of Genus
From the nutritional standpoint,
Nutritional factors are key players in several steps of the coccidiosis disease. Firstly, as a susceptibility or protection component, secondly, during the process of infection and pathogenesis, and thirdly, in the recovery and compensatory growth of the bird.
Based on that, there are some facts pointing out that the presence of intestinal lesion scores correlates with decreases in average daily gain (ADG), energy consumption, retained energy and feed efficiency. Increments in maintenance is also reported while also seeing increase in excreted energy as well as reduced digestibility in most of the dietary nutrients [10]. The activation of immune response also occurs and requiring use of nutrients that cannot be addressed to the conversion of nutrients into meat, the key goal of broiler production. Therefore, it is paramount to figure out that any level of
The use of good quality ingredients would aid in nutrients losses during infection and might help to reduce the potential secondary health issues. Nutrient dense diets during infection may be used to counteract performance losses and to enhance compensatory growth phase.
A reduction in apparent ileal digestibility of some nutrients including nitrogen, starch and fats in challenged birds with
The first sign seen in birds which are infected with
The optimum pH of gastrointestinal tract is crucial for the action of digestive enzymes. However, coccidiosis infection has been responsible of causing malabsorption of nutrients which is related with the alteration of pH and morphological alteration including flattened villi and elongated [16]. The intestinal content was significantly lower in pH in birds after 5–9 days post infection of
Nutritionists and parasitologists have argued for a long time the relation between coccidiosis and dietary protein levels. Early studies showed that chickens fed with high crude protein levels (between 20.5 to 22%) and high-vitamin A and B diets (40% more vitamin A, and about 20% more vitamin B of the requirements respectively) compared with low-protein (between 14.5 to 15.5%) and low-vitamin diet and exposed to equal numbers of
Britton et al. (1964) showed the interaction between dietary protein levels and coccidiosis varying from 0 to 30% in intervals of 5% [20]. They found a significant reduction of mortality rate and in intestinal lesion score with 0 and 5% of dietary protein levels compared with 10 to 30%. In addition, the chickens fed with high amount of dietary protein showed more signs of coccidiosis such as blood in droppings and lethargy during first week of the challenge.
Furthermore, there is a relationship between the amount of dietary crude protein, trypsin activity and susceptibility to coccidiosis infection. To assess that, an experiment was conducted with chicks fed with diets varying protein levels (5, 20 and 30%) and its impact in intestinal trypsin activity. They found low levels of trypsin in 5% of protein fed compared with 20 and 30% protein [20]. A possible explanation is supported by the fact that when the birds are fed with high dietary protein levels, the production of trypsin and bile salts also increases as well. Thus, trypsin is one of the most important gastrointestinal enzymes for excystation of sporocysts from oocysts [21, 22]. The effect of trypsin intestinal levels and coccidia infection was also evidenced by others studies where chicks pancreatic ducts were ligated and there was no infection after orally challenge with
At this regard, a study was conducted to determine the effect of feeding raw soybean containing 20.3 mg of trypsin inhibitor (TI) per g versus soybean meal of 2.2 TI mg/g in corn-soybean base diets in chickens on the risk to infection with 5 different species of
However, the continuous feeding of raw soybean in corn-soybean base diets also extremely developed weight depression and pancreatic hypertrophy, counteracting the positive effects of raw soybean on coccidiosis [25].
On the contrary, a high level of dietary protein was reported as a protection factor against
Adverse alterations of coccidiosis on key anatomical specific areas of the intestine such as the jejunum may affect protein digestibility. A compromised reduction in protein digestibility, using appearance of 14C in the blood of chicks fed labeled protein from cholera algae, was observed during an acute phase infection of
Persia et al. (2006) reported a reduced performance, nitrogen-corrected apparent metabolizable energy (AMEn), and a total tract apparent amino acid digestibility (averaging of 12 percentage units for Thr, Val, Ile, Lys and Arg) with
Parker et al. (2007) showed a decreased apparent total tract amino acid digestibility (ATTD, 8.4 percentage units) using
The effect of dietary protein on performance characteristics of vaccinated broilers subjected to clinical coccidiosis challenge has been examined. Lee et al. (2011) assessed the effect of dietary protein on the feed varying from 20 to 24% in coccidia-vaccinated chickens at the first day on broilers and subsequently challenged with different species and concentration of
Supplementation of some synthetic amino acids and their role in protection to coccidiosis infection are hypothesized that may overcome lesions in vaccinated birds. In this regard, Mussini et al. (2012) assessed the response of coccidiosis-vaccinated broilers to different levels of dietary glutamine (Glu, 0.5, 0.75, or 1%) during the immunity acquisition phases up to 28 days of age on performance and yield meat [31]. When dietary Glu was increased, BWG also increased concomitantly, regardless of the level of supplementation. On the age of 42 days, this observation was evidenced. Meat yield results did not show any effect with the Glu addition, however, a statistically trend (P = 0.07) in breast meat yield was observed. It is tempting to speculate, that Glu might be aiding to avoid muscle protein catabolism as well as supporting gastrointestinal and local immune system in the intestine.
In low protein diets, certain amino acids such as Gly, Ser and Pro have been supplemented by using gelatin as a source of conditionally essential amino acids to test their impact on compensatory growth in
The role of Thr (structural and prevalent amino acid of mucin) during broiler coccidiosis is controversial. Wils-Plotz (2013) showed a positive effect on growth performance when Thr was supplemented at 25% higher than dietary requirement. Nevertheless, Kidd et al. (2003) did not find any interaction between
Arg supplementation has been hypothesized that play a key role on innate and humoral immune response during an Eimeria infection. Similarly, alleviate oxidative stress, improve antioxidant capacity, and attenuate the intestinal mucosa disruption. Thus, it might potentially increasing vaccine effectiveness and/or improve the responsiveness to field infections. An experiment varying different dietary levels of Arg and Vit E on the immune response against
Rochell et al. (2016) evaluated growth performance, ATTD, and plasma concentrations of amino acids, carotenoids, and α1-acid glycoprotein, an acute-phase reactants, in broilers from hatch to 21 d and inoculated with graded doses of
Methionine (Met) is the first limiting amino acid in corn and soybean meal broiler diets that plays a major role in protein metabolism and has been highlighted as a crucial requirement for the immune system [36] and antioxidant defense system [37].
The impact of three dietary Met levels (0.45%, 0.56% and 0.68%) on alleviation of coccidia negative effects in broilers under various anticoccidial vaccination programs was examined in broilers from 22 to 42 d of age treated or vaccinated against coccidia after inoculation of
Two different Met sources and dietary levels of supplementation (non-supplemented, free Met and dipeptide Met) in coccidia challenged birds were examined on performance, gene expression related with immune responsiveness, antioxidant system and amino acid transport in Broiler diets [39]. No interaction between challenge and diet effects was found. However, BWG and feed conversion were improved (12.5 higher and 11.8% lower respectively) when free Met was supplemented compared to the non-supplemented birds. They also reported strong statistical differences comparing non-challenged versus challenged treatments for feed intake, BWG and feed conversion ratio. Coccidia challenge led higher amounts of oxidative substances in the jejunum of chickens 6 d post infection and decreased the gene expression of some amino acid transporters and immune response genes such as peptide transporter 1, toll-like receptor 5, interleukin-2 and occluding. Interferon gamma gene expression was also found increased [39].
If producers are using coccidiosis vaccines, special diets could be designed to avoid peaks in oocyst production including the use of Glutamine [31].
The use of good quality ingredients is critical. High digestible feed ingredients where the nutrients are more available, the birds would have more probability to retain nutrients [40]. Also, to know the origin of feedstuffs avoiding the intake of pathogen microorganisms to the flock is crucial. Both microbiology and digestibility quality can aid in nutrients losses during infection and help reduce potential secondary health issues including necrotic enteritis, salmonellosis among others [41, 42].
Low protein diets may decrease the probability of infection but would affect BWG [25]. Thus, decreasing the amount of dietary protein it is not practical strategy. On the contrary, nutrient dense diets during infection may help with performance losses. However, excess of nutrients needs to be avoided on the lumen which may provide a substrate for entero-pathogens (i.e., surplus of protein in the hindgut for
The use of natural compounds including phytogenics and probiotics and beyond traditional strategies (ionophores and synthetics) have been considered to control coccidiosis challenges in the field or to reduce its severity [45, 46]. Phytobiotics have shown effectiveness against
Feeding Probiotics as a replacement of traditional anticoccidials in the diet of broiler chickens might alleviate the impact of the disease and suggesting a coccidiostatic effect against
An interesting study showed the positive effects of combine essential oils and vitamin D in vaccinated birds with coccidian oocyst of
Although coccidiosis has been the topic of a huge of research over the last decades, is still the major health issue on poultry industry and crucial questions remain answered. There are strategies to reduce or prevent the infection as well as to boost the compensatory growth after infection phase. In antibiotic free systems (ABF) coccidiosis control is requiring multifaceted approach. Nowadays, the strategy to control coccidiosis would not rely just only in coccidia vaccines or anticoccidials. Dietary interventions including protein and amino acids supplementations above the requirements may alleviate performance and immunological impairments in both vaccinated and/or unvaccinated broilers. Nonetheless, it varies according to characteristics of
The authors declare no conflict of interest.
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Waisundara",profilePictureURL:"https://mts.intechopen.com/storage/users/194281/images/system/194281.jpg",institutionString:"Australian College of Business & Technology",institution:{name:"Kobe College",institutionURL:null,country:{name:"Japan"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null}]},subseriesFiltersForPublishedBooks:[{group:"subseries",caption:"Proteomics",value:18,count:4},{group:"subseries",caption:"Metabolism",value:17,count:6},{group:"subseries",caption:"Cell and Molecular Biology",value:14,count:9},{group:"subseries",caption:"Chemical Biology",value:15,count:14}],publicationYearFilters:[{group:"publicationYear",caption:"2022",value:2022,count:9},{group:"publicationYear",caption:"2021",value:2021,count:7},{group:"publicationYear",caption:"2020",value:2020,count:12},{group:"publicationYear",caption:"2019",value:2019,count:3},{group:"publicationYear",caption:"2018",value:2018,count:2}],authors:{paginationCount:754,paginationItems:[{id:"310674",title:"Dr.",name:"Pravin",middleName:null,surname:"Kendrekar",slug:"pravin-kendrekar",fullName:"Pravin Kendrekar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/310674/images/system/310674.jpg",biography:"Dr. Pravin Kendrekar, MSc, MBA, Ph.D., is currently a visiting scientist at the Lipid Nanostructure Laboratory, University of Central Lancashire, England. He previously worked as a post-doctoral fellow at the Ben-Gurion University of Negev, Israel; University of the Free State, South Africa; and Central University of Technology Bloemfontein, South Africa. He obtained his Ph.D. in Organic Chemistry from Nagaoka University of Technology, Japan. He has published more than seventy-four journal articles and attended several national and international conferences as speaker and chair. Dr. Kendrekar has received many international awards. He has several funded projects, namely, anti-malaria drug development, MRSA, and SARS-CoV-2 activity of curcumin and its formulations. He has filed four patents in collaboration with the University of Central Lancashire and Mayo Clinic Infectious Diseases. His present research includes organic synthesis, drug discovery and development, biochemistry, nanoscience, and nanotechnology.",institutionString:"Visiting Scientist at Lipid Nanostructures Laboratory, Centre for Smart Materials, School of Natural Sciences, University of Central Lancashire",institution:null},{id:"428125",title:"Dr.",name:"Vinayak",middleName:null,surname:"Adimule",slug:"vinayak-adimule",fullName:"Vinayak Adimule",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/428125/images/system/428125.jpg",biography:"Dr. Vinayak Adimule, MSc, Ph.D., is a professor and dean of R&D, Angadi Institute of Technology and Management, India. He has 15 years of research experience as a senior research scientist and associate research scientist in R&D organizations. He has published more than fifty research articles as well as several book chapters. He has two Indian patents and two international patents to his credit. Dr. Adimule has attended, chaired, and presented papers at national and international conferences. He is a guest editor for Topics in Catalysis and other journals. He is also an editorial board member, life member, and associate member for many international societies and research institutions. His research interests include nanoelectronics, material chemistry, artificial intelligence, sensors and actuators, bio-nanomaterials, and medicinal chemistry.",institutionString:"Angadi Institute of Technology and Management",institution:null},{id:"284317",title:"Prof.",name:"Kantharaju",middleName:null,surname:"Kamanna",slug:"kantharaju-kamanna",fullName:"Kantharaju Kamanna",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/284317/images/21050_n.jpg",biography:"Prof. K. Kantharaju has received Bachelor of science (PCM), master of science (Organic Chemistry) and Doctor of Philosophy in Chemistry from Bangalore University. He worked as a Executive Research & Development @ Cadila Pharmaceuticals Ltd, Ahmedabad. He received DBT-postdoc fellow @ Molecular Biophysics Unit, Indian Institute of Science, Bangalore under the supervision of Prof. P. Balaram, later he moved to NIH-postdoc researcher at Drexel University College of Medicine, Philadelphia, USA, after his return from postdoc joined NITK-Surthakal as a Adhoc faculty at department of chemistry. Since from August 2013 working as a Associate Professor, and in 2016 promoted to Profeesor in the School of Basic Sciences: Department of Chemistry and having 20 years of teaching and research experiences.",institutionString:null,institution:{name:"Rani Channamma University, Belagavi",country:{name:"India"}}},{id:"158492",title:"Prof.",name:"Yusuf",middleName:null,surname:"Tutar",slug:"yusuf-tutar",fullName:"Yusuf Tutar",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/158492/images/system/158492.jpeg",biography:"Prof. Dr. Yusuf Tutar conducts his research at the Hamidiye Faculty of Pharmacy, Department of Basic Pharmaceutical Sciences, Division of Biochemistry, University of Health Sciences, Turkey. He is also a faculty member in the Molecular Oncology Program. He obtained his MSc and Ph.D. at Oregon State University and Texas Tech University, respectively. He pursued his postdoctoral studies at Rutgers University Medical School and the National Institutes of Health (NIH/NIDDK), USA. His research focuses on biochemistry, biophysics, genetics, molecular biology, and molecular medicine with specialization in the fields of drug design, protein structure-function, protein folding, prions, microRNA, pseudogenes, molecular cancer, epigenetics, metabolites, proteomics, genomics, protein expression, and characterization by spectroscopic and calorimetric methods.",institutionString:"University of Health Sciences",institution:null},{id:"180528",title:"Dr.",name:"Hiroyuki",middleName:null,surname:"Kagechika",slug:"hiroyuki-kagechika",fullName:"Hiroyuki Kagechika",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/180528/images/system/180528.jpg",biography:"Hiroyuki Kagechika received his bachelor’s degree and Ph.D. in Pharmaceutical Sciences from the University of Tokyo, Japan, where he served as an associate professor until 2004. He is currently a professor at the Institute of Biomaterials and Bioengineering (IBB), Tokyo Medical and Dental University (TMDU). From 2010 to 2012, he was the dean of the Graduate School of Biomedical Science. Since 2012, he has served as the vice dean of the Graduate School of Medical and Dental Sciences. He has been the director of the IBB since 2020. Dr. Kagechika’s major research interests are the medicinal chemistry of retinoids, vitamins D/K, and nuclear receptors. He has developed various compounds including a drug for acute promyelocytic leukemia.",institutionString:"Tokyo Medical and Dental University",institution:{name:"Tokyo Medical and Dental University",country:{name:"Japan"}}},{id:"94311",title:"Prof.",name:"Martins",middleName:"Ochubiojo",surname:"Ochubiojo Emeje",slug:"martins-ochubiojo-emeje",fullName:"Martins Ochubiojo Emeje",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/94311/images/system/94311.jpeg",biography:"Martins Emeje obtained a BPharm with distinction from Ahmadu Bello University, Nigeria, and an MPharm and Ph.D. from the University of Nigeria (UNN), where he received the best Ph.D. award and was enlisted as UNN’s “Face of Research.” He established the first nanomedicine center in Nigeria and was the pioneer head of the intellectual property and technology transfer as well as the technology innovation and support center. Prof. Emeje’s several international fellowships include the prestigious Raman fellowship. He has published more than 150 articles and patents. He is also the head of R&D at NIPRD and holds a visiting professor position at Nnamdi Azikiwe University, Nigeria. He has a postgraduate certificate in Project Management from Walden University, Minnesota, as well as a professional teaching certificate and a World Bank certification in Public Procurement. Prof. Emeje was a national chairman of academic pharmacists in Nigeria and the 2021 winner of the May & Baker Nigeria Plc–sponsored prize for professional service in research and innovation.",institutionString:"National Institute for Pharmaceutical Research and Development",institution:{name:"National Institute for Pharmaceutical Research and Development",country:{name:"Nigeria"}}},{id:"436430",title:"Associate Prof.",name:"Mesut",middleName:null,surname:"Işık",slug:"mesut-isik",fullName:"Mesut Işık",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/436430/images/19686_n.jpg",biography:null,institutionString:null,institution:{name:"Bilecik University",country:{name:"Turkey"}}},{id:"268659",title:"Ms.",name:"Xianquan",middleName:null,surname:"Zhan",slug:"xianquan-zhan",fullName:"Xianquan Zhan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/268659/images/8143_n.jpg",biography:"Dr. Zhan received his undergraduate and graduate training in the fields of preventive medicine and epidemiology and statistics at the West China University of Medical Sciences in China during 1989 to 1999. He received his post-doctoral training in oncology and cancer proteomics for two years at the Cancer Research Institute of Human Medical University in China. In 2001, he went to the University of Tennessee Health Science Center (UTHSC) in USA, where he was a post-doctoral researcher and focused on mass spectrometry and cancer proteomics. Then, he was appointed as an Assistant Professor of Neurology, UTHSC in 2005. He moved to the Cleveland Clinic in USA as a Project Scientist/Staff in 2006 where he focused on the studies of eye disease proteomics and biomarkers. He returned to UTHSC as an Assistant Professor of Neurology in the end of 2007, engaging in proteomics and biomarker studies of lung diseases and brain tumors, and initiating the studies of predictive, preventive, and personalized medicine (PPPM) in cancer. In 2010, he was promoted to Associate Professor of Neurology, UTHSC. Currently, he is a Professor at Xiangya Hospital of Central South University in China, Fellow of Royal Society of Medicine (FRSM), the European EPMA National Representative in China, Regular Member of American Association for the Advancement of Science (AAAS), European Cooperation of Science and Technology (e-COST) grant evaluator, Associate Editors of BMC Genomics, BMC Medical Genomics, EPMA Journal, and Frontiers in Endocrinology, Executive Editor-in-Chief of Med One. He has\npublished 116 peer-reviewed research articles, 16 book chapters, 2 books, and 2 US patents. His current main research interest focuses on the studies of cancer proteomics and biomarkers, and the use of modern omics techniques and systems biology for PPPM in cancer, and on the development and use of 2DE-LC/MS for the large-scale study of human proteoforms.",institutionString:null,institution:{name:"Xiangya Hospital Central South University",country:{name:"China"}}},{id:"40482",title:null,name:"Rizwan",middleName:null,surname:"Ahmad",slug:"rizwan-ahmad",fullName:"Rizwan Ahmad",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/40482/images/system/40482.jpeg",biography:"Dr. Rizwan Ahmad is a University Professor and Coordinator, Quality and Development, College of Medicine, Imam Abdulrahman bin Faisal University, Saudi Arabia. Previously, he was Associate Professor of Human Function, Oman Medical College, Oman, and SBS University, Dehradun. Dr. Ahmad completed his education at Aligarh Muslim University, Aligarh. He has published several articles in peer-reviewed journals, chapters, and edited books. His area of specialization is free radical biochemistry and autoimmune diseases.",institutionString:"Imam Abdulrahman Bin Faisal University",institution:{name:"Imam Abdulrahman Bin Faisal University",country:{name:"Saudi Arabia"}}},{id:"41865",title:"Prof.",name:"Farid A.",middleName:null,surname:"Badria",slug:"farid-a.-badria",fullName:"Farid A. Badria",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/41865/images/system/41865.jpg",biography:"Farid A. Badria, Ph.D., is the recipient of several awards, including The World Academy of Sciences (TWAS) Prize for Public Understanding of Science; the World Intellectual Property Organization (WIPO) Gold Medal for best invention; Outstanding Arab Scholar, Kuwait; and the Khwarizmi International Award, Iran. He has 250 publications, 12 books, 20 patents, and several marketed pharmaceutical products to his credit. He continues to lead research projects on developing new therapies for liver, skin disorders, and cancer. Dr. Badria was listed among the world’s top 2% of scientists in medicinal and biomolecular chemistry in 2019 and 2020. He is a member of the Arab Development Fund, Kuwait; International Cell Research Organization–United Nations Educational, Scientific and Cultural Organization (ICRO–UNESCO), Chile; and UNESCO Biotechnology France",institutionString:"Mansoura University",institution:{name:"Mansoura University",country:{name:"Egypt"}}},{id:"329385",title:"Dr.",name:"Rajesh K.",middleName:"Kumar",surname:"Singh",slug:"rajesh-k.-singh",fullName:"Rajesh K. Singh",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/329385/images/system/329385.png",biography:"Dr. Singh received a BPharm (2003) and MPharm (2005) from Panjab University, Chandigarh, India, and a Ph.D. (2013) from Punjab Technical University (PTU), Jalandhar, India. He has more than sixteen years of teaching experience and has supervised numerous postgraduate and Ph.D. students. He has to his credit more than seventy papers in SCI- and SCOPUS-indexed journals, fifty-five conference proceedings, four books, six Best Paper Awards, and five projects from different government agencies. He is currently an editorial board member of eight international journals and a reviewer for more than fifty scientific journals. He received Top Reviewer and Excellent Peer Reviewer Awards from Publons in 2016 and 2017, respectively. He is also on the panel of The International Reviewer for reviewing research proposals for grants from the Royal Society. He also serves as a Publons Academy mentor and Bentham brand ambassador.",institutionString:"Punjab Technical University",institution:{name:"Punjab Technical University",country:{name:"India"}}},{id:"142388",title:"Dr.",name:"Thiago",middleName:"Gomes",surname:"Gomes Heck",slug:"thiago-gomes-heck",fullName:"Thiago Gomes Heck",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/142388/images/7259_n.jpg",biography:null,institutionString:null,institution:{name:"Universidade Regional do Noroeste do Estado do Rio Grande do Sul",country:{name:"Brazil"}}},{id:"336273",title:"Assistant Prof.",name:"Janja",middleName:null,surname:"Zupan",slug:"janja-zupan",fullName:"Janja Zupan",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/336273/images/14853_n.jpeg",biography:"Janja Zupan graduated in 2005 at the Department of Clinical Biochemistry (superviser prof. dr. Janja Marc) in the field of genetics of osteoporosis. Since November 2009 she is working as a Teaching Assistant at the Faculty of Pharmacy, Department of Clinical Biochemistry. In 2011 she completed part of her research and PhD work at Institute of Genetics and Molecular Medicine, University of Edinburgh. She finished her PhD entitled The influence of the proinflammatory cytokines on the RANK/RANKL/OPG in bone tissue of osteoporotic and osteoarthritic patients in 2012. From 2014-2016 she worked at the Institute of Biomedical Sciences, University of Aberdeen as a postdoctoral research fellow on UK Arthritis research project where she gained knowledge in mesenchymal stem cells and regenerative medicine. She returned back to University of Ljubljana, Faculty of Pharmacy in 2016. She is currently leading project entitled Mesenchymal stem cells-the keepers of tissue endogenous regenerative capacity facing up to aging of the musculoskeletal system funded by Slovenian Research Agency.",institutionString:null,institution:{name:"University of Ljubljana",country:{name:"Slovenia"}}},{id:"357453",title:"Dr.",name:"Radheshyam",middleName:null,surname:"Maurya",slug:"radheshyam-maurya",fullName:"Radheshyam Maurya",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/357453/images/16535_n.jpg",biography:null,institutionString:null,institution:{name:"University of Hyderabad",country:{name:"India"}}},{id:"418340",title:"Dr.",name:"Jyotirmoi",middleName:null,surname:"Aich",slug:"jyotirmoi-aich",fullName:"Jyotirmoi Aich",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000038Ugi5QAC/Profile_Picture_2022-04-15T07:48:28.png",biography:"Biotechnologist with 15 years of research including 6 years of teaching experience. Demonstrated record of scientific achievements through consistent publication record (H index = 13, with 874 citations) in high impact journals such as Nature Communications, Oncotarget, Annals of Oncology, PNAS, and AJRCCM, etc. Strong research professional with a post-doctorate from ACTREC where I gained experimental oncology experience in clinical settings and a doctorate from IGIB where I gained expertise in asthma pathophysiology. A well-trained biotechnologist with diverse experience on the bench across different research themes ranging from asthma to cancer and other infectious diseases. An individual with a strong commitment and innovative mindset. Have the ability to work on diverse projects such as regenerative and molecular medicine with an overall mindset of improving healthcare.",institutionString:"DY Patil Deemed to Be University",institution:null},{id:"349288",title:"Prof.",name:"Soumya",middleName:null,surname:"Basu",slug:"soumya-basu",fullName:"Soumya Basu",position:null,profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y000035QxIDQA0/Profile_Picture_2022-04-15T07:47:01.jpg",biography:"Soumya Basu, Ph.D., is currently working as an Associate Professor at Dr. D. Y. Patil Biotechnology and Bioinformatics Institute, Dr. D. Y. Patil Vidyapeeth, Pune, Maharashtra, India. With 16+ years of trans-disciplinary research experience in Drug Design, development, and pre-clinical validation; 20+ research article publications in journals of repute, 9+ years of teaching experience, trained with cross-disciplinary education, Dr. Basu is a life-long learner and always thrives for new challenges.\r\nHer research area is the design and synthesis of small molecule partial agonists of PPAR-γ in lung cancer. She is also using artificial intelligence and deep learning methods to understand the exosomal miRNA’s role in cancer metastasis. Dr. Basu is the recipient of many awards including the Early Career Research Award from the Department of Science and Technology, Govt. of India. She is a reviewer of many journals like Molecular Biology Reports, Frontiers in Oncology, RSC Advances, PLOS ONE, Journal of Biomolecular Structure & Dynamics, Journal of Molecular Graphics and Modelling, etc. She has edited and authored/co-authored 21 journal papers, 3 book chapters, and 15 abstracts. She is a Board of Studies member at her university. She is a life member of 'The Cytometry Society”-in India and 'All India Cell Biology Society”- in India.",institutionString:"Dr. D.Y. Patil Vidyapeeth, Pune",institution:{name:"Dr. D.Y. Patil Vidyapeeth, Pune",country:{name:"India"}}},{id:"354817",title:"Dr.",name:"Anubhab",middleName:null,surname:"Mukherjee",slug:"anubhab-mukherjee",fullName:"Anubhab Mukherjee",position:null,profilePictureURL:"https://intech-files.s3.amazonaws.com/0033Y0000365PbRQAU/ProfilePicture%202022-04-15%2005%3A11%3A18.480",biography:"A former member of Laboratory of Nanomedicine, Brigham and Women’s Hospital, Harvard University, Boston, USA, Dr. Anubhab Mukherjee is an ardent votary of science who strives to make an impact in the lives of those afflicted with cancer and other chronic/acute ailments. He completed his Ph.D. from CSIR-Indian Institute of Chemical Technology, Hyderabad, India, having been skilled with RNAi, liposomal drug delivery, preclinical cell and animal studies. He pursued post-doctoral research at College of Pharmacy, Health Science Center, Texas A & M University and was involved in another postdoctoral research at Department of Translational Neurosciences and Neurotherapeutics, John Wayne Cancer Institute, Santa Monica, California. In 2015, he worked in Harvard-MIT Health Sciences & Technology as a visiting scientist. He has substantial experience in nanotechnology-based formulation development and successfully served various Indian organizations to develop pharmaceuticals and nutraceutical products. He is an inventor in many US patents and an author in many peer-reviewed articles, book chapters and books published in various media of international repute. Dr. Mukherjee is currently serving as Principal Scientist, R&D at Esperer Onco Nutrition (EON) Pvt. Ltd. and heads the Hyderabad R&D center of the organization.",institutionString:"Esperer Onco Nutrition Pvt Ltd.",institution:null},{id:"319365",title:"Assistant Prof.",name:"Manash K.",middleName:null,surname:"Paul",slug:"manash-k.-paul",fullName:"Manash K. Paul",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/319365/images/system/319365.png",biography:"Manash K. Paul is a Principal Investigator and Scientist at the University of California Los Angeles. He has contributed significantly to the fields of stem cell biology, regenerative medicine, and lung cancer. His research focuses on various signaling processes involved in maintaining stem cell homeostasis during the injury-repair process, deciphering lung stem cell niche, pulmonary disease modeling, immuno-oncology, and drug discovery. He is currently investigating the role of extracellular vesicles in premalignant lung cell migration and detecting the metastatic phenotype of lung cancer via machine-learning-based analyses of exosomal signatures. Dr. Paul has published in more than fifty peer-reviewed international journals and is highly cited. He is the recipient of many awards, including the UCLA Vice Chancellor’s award, a senior member of the Institute of Electrical and Electronics Engineers (IEEE), and an editorial board member for several international journals.",institutionString:"University of California Los Angeles",institution:{name:"University of California Los Angeles",country:{name:"United States of America"}}},{id:"311457",title:"Dr.",name:"Júlia",middleName:null,surname:"Scherer Santos",slug:"julia-scherer-santos",fullName:"Júlia Scherer Santos",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/311457/images/system/311457.jpg",biography:"Dr. Júlia Scherer Santos works in the areas of cosmetology, nanotechnology, pharmaceutical technology, beauty, and aesthetics. Dr. Santos also has experience as a professor of graduate courses. Graduated in Pharmacy, specialization in Cosmetology and Cosmeceuticals applied to aesthetics, specialization in Aesthetic and Cosmetic Health, and a doctorate in Pharmaceutical Nanotechnology. Teaching experience in Pharmacy and Aesthetics and Cosmetics courses. She works mainly on the following subjects: nanotechnology, cosmetology, pharmaceutical technology, aesthetics.",institutionString:"Universidade Federal de Juiz de Fora",institution:{name:"Universidade Federal de Juiz de Fora",country:{name:"Brazil"}}},{id:"219081",title:"Dr.",name:"Abdulsamed",middleName:null,surname:"Kükürt",slug:"abdulsamed-kukurt",fullName:"Abdulsamed Kükürt",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/219081/images/system/219081.png",biography:"Dr. Kükürt graduated from Uludağ University in Turkey. He started his academic career as a Research Assistant in the Department of Biochemistry at Kafkas University. In 2019, he completed his Ph.D. program in the Department of Biochemistry at the Institute of Health Sciences. He is currently working at the Department of Biochemistry, Kafkas University. He has 27 published research articles in academic journals, 11 book chapters, and 37 papers. He took part in 10 academic projects. He served as a reviewer for many articles. He still serves as a member of the review board in many academic journals. He is currently working on the protective activity of phenolic compounds in disorders associated with oxidative stress and inflammation.",institutionString:null,institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"178366",title:"Dr.",name:"Volkan",middleName:null,surname:"Gelen",slug:"volkan-gelen",fullName:"Volkan Gelen",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/178366/images/system/178366.jpg",biography:"Volkan Gelen is a Physiology specialist who received his veterinary degree from Kafkas University in 2011. Between 2011-2015, he worked as an assistant at Atatürk University, Faculty of Veterinary Medicine, Department of Physiology. In 2016, he joined Kafkas University, Faculty of Veterinary Medicine, Department of Physiology as an assistant professor. Dr. Gelen has been engaged in various academic activities at Kafkas University since 2016. There he completed 5 projects and has 3 ongoing projects. He has 60 articles published in scientific journals and 20 poster presentations in scientific congresses. His research interests include physiology, endocrine system, cancer, diabetes, cardiovascular system diseases, and isolated organ bath system studies.",institutionString:"Kafkas University",institution:{name:"Kafkas University",country:{name:"Turkey"}}},{id:"418963",title:"Dr.",name:"Augustine Ododo",middleName:"Augustine",surname:"Osagie",slug:"augustine-ododo-osagie",fullName:"Augustine Ododo Osagie",position:null,profilePictureURL:"https://mts.intechopen.com/storage/users/418963/images/16900_n.jpg",biography:"Born into the family of Osagie, a prince of the Benin Kingdom. I am currently an academic in the Department of Medical Biochemistry, University of Benin. 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R.",surname:"José Ribeiro Neves",fullName:"António José Ribeiro Neves",profilePictureURL:"https://mts.intechopen.com/storage/users/1177/images/system/1177.jpg",institutionString:null,institution:{name:"University of Aveiro",institutionURL:null,country:{name:"Portugal"}}},{id:"220565",title:"Dr.",name:"Jucheng",middleName:null,surname:"Yang",fullName:"Jucheng Yang",profilePictureURL:"https://mts.intechopen.com/storage/users/220565/images/5988_n.jpg",institutionString:null,institution:{name:"Tianjin University of Technology",institutionURL:null,country:{name:"China"}}},{id:"29299",title:"Prof.",name:"Serestina",middleName:null,surname:"Viriri",fullName:"Serestina Viriri",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYOalQAG/Profile_Picture_1620817405517",institutionString:null,institution:{name:"University of KwaZulu-Natal",institutionURL:null,country:{name:"South Africa"}}},{id:"315933",title:"Dr.",name:"Yalın",middleName:null,surname:"Baştanlar",fullName:"Yalın Baştanlar",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0033Y00002qpr7hQAA/Profile_Picture_1621430127547",institutionString:null,institution:{name:"Izmir Institute of Technology",institutionURL:null,country:{name:"Turkey"}}}]},{id:"25",title:"Evolutionary Computation",keywords:"Genetic Algorithms, Genetic Programming, Evolutionary Programming, Evolution Strategies, Hybrid Algorithms, Bioinspired Metaheuristics, Ant Colony Optimization, Evolutionary Learning, Hyperparameter Optimization",scope:"Evolutionary computing is a paradigm that has grown dramatically in recent years. This group of bio-inspired metaheuristics solves multiple optimization problems by applying the metaphor of natural selection. It so far has solved problems such as resource allocation, routing, schedule planning, and engineering design. Moreover, in the field of machine learning, evolutionary computation has carved out a significant niche both in the generation of learning models and in the automatic design and optimization of hyperparameters in deep learning models. This collection aims to include quality volumes on various topics related to evolutionary algorithms and, alternatively, other metaheuristics of interest inspired by nature. For example, some of the issues of interest could be the following: Advances in evolutionary computation (Genetic algorithms, Genetic programming, Bio-inspired metaheuristics, Hybrid metaheuristics, Parallel ECs); Applications of evolutionary algorithms (Machine learning and Data Mining with EAs, Search-Based Software Engineering, Scheduling, and Planning Applications, Smart Transport Applications, Applications to Games, Image Analysis, Signal Processing and Pattern Recognition, Applications to Sustainability).",annualVolume:11421,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/25.jpg",editor:{id:"136112",title:"Dr.",name:"Sebastian",middleName:null,surname:"Ventura Soto",fullName:"Sebastian Ventura Soto",profilePictureURL:"https://mts.intechopen.com/storage/users/136112/images/system/136112.png",institutionString:null,institution:{name:"University of Córdoba",institutionURL:null,country:{name:"Spain"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"111683",title:"Prof.",name:"Elmer P.",middleName:"P.",surname:"Dadios",fullName:"Elmer P. Dadios",profilePictureURL:"https://mts.intechopen.com/storage/users/111683/images/system/111683.jpg",institutionString:"De La Salle University",institution:{name:"De La Salle University",institutionURL:null,country:{name:"Philippines"}}},{id:"106873",title:"Prof.",name:"Hongwei",middleName:null,surname:"Ge",fullName:"Hongwei Ge",profilePictureURL:"//cdnintech.com/web/frontend/www/assets/author.svg",institutionString:null,institution:{name:"Dalian University of Technology",institutionURL:null,country:{name:"China"}}},{id:"171056",title:"Dr.",name:"Sotirios",middleName:null,surname:"Goudos",fullName:"Sotirios Goudos",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bS9IuQAK/Profile_Picture_1622623673666",institutionString:null,institution:{name:"Aristotle University of Thessaloniki",institutionURL:null,country:{name:"Greece"}}},{id:"15895",title:"Assistant Prof.",name:"Takashi",middleName:null,surname:"Kuremoto",fullName:"Takashi Kuremoto",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYLrqQAG/Profile_Picture_1625656196038",institutionString:null,institution:{name:"Nippon Institute of Technology",institutionURL:null,country:{name:"Japan"}}},{id:"125844",title:"Prof.",name:"Wellington",middleName:"Pinheiro Dos",surname:"Santos",fullName:"Wellington Santos",profilePictureURL:"https://mts.intechopen.com/storage/users/125844/images/4878_n.jpg",institutionString:null,institution:{name:"Federal University of Pernambuco",institutionURL:null,country:{name:"Brazil"}}}]},{id:"26",title:"Machine Learning and Data Mining",keywords:"Intelligent Systems, Machine Learning, Data Science, Data Mining, Artificial Intelligence",scope:"The scope of machine learning and data mining is immense and is growing every day. It has become a massive part of our daily lives, making predictions based on experience, making this a fascinating area that solves problems that otherwise would not be possible or easy to solve. This topic aims to encompass algorithms that learn from experience (supervised and unsupervised), improve their performance over time and enable machines to make data-driven decisions. It is not limited to any particular applications, but contributions are encouraged from all disciplines.",annualVolume:11422,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/26.jpg",editor:{id:"24555",title:"Dr.",name:"Marco Antonio",middleName:null,surname:"Aceves Fernandez",fullName:"Marco Antonio Aceves Fernandez",profilePictureURL:"https://mts.intechopen.com/storage/users/24555/images/system/24555.jpg",institutionString:"Universidad Autonoma de Queretaro",institution:{name:"Autonomous University of Queretaro",institutionURL:null,country:{name:"Mexico"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"43680",title:"Prof.",name:"Ciza",middleName:null,surname:"Thomas",fullName:"Ciza Thomas",profilePictureURL:"https://mts.intechopen.com/storage/users/43680/images/system/43680.jpeg",institutionString:null,institution:{name:"Government of Kerala",institutionURL:null,country:{name:"India"}}},{id:"16614",title:"Prof.",name:"Juan Ignacio",middleName:null,surname:"Guerrero Alonso",fullName:"Juan Ignacio Guerrero Alonso",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002g6HB8QAM/Profile_Picture_1627901127555",institutionString:null,institution:{name:"University of Seville",institutionURL:null,country:{name:"Spain"}}},{id:"3095",title:"Prof.",name:"Kenji",middleName:null,surname:"Suzuki",fullName:"Kenji Suzuki",profilePictureURL:"https://mts.intechopen.com/storage/users/3095/images/1592_n.jpg",institutionString:null,institution:{name:"University of Chicago",institutionURL:null,country:{name:"United States of America"}}},{id:"214067",title:"Dr.",name:"W. David",middleName:null,surname:"Pan",fullName:"W. David Pan",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bSEI9QAO/Profile_Picture_1623656213532",institutionString:null,institution:{name:"University of Alabama in Huntsville",institutionURL:null,country:{name:"United States of America"}}},{id:"72920",title:"Prof.",name:"Yves",middleName:"Philippe",surname:"Rybarczyk",fullName:"Yves Rybarczyk",profilePictureURL:"https://mts.intechopen.com/storage/users/72920/images/system/72920.jpeg",institutionString:"Dalarna University, Faculty of Data and Information Sciences",institution:{name:"Dalarna University",institutionURL:null,country:{name:"Sweden"}}}]},{id:"27",title:"Multi-Agent Systems",keywords:"Collaborative Intelligence, Learning, Distributed Control System, Swarm Robotics, Decision Science, Software Engineering",scope:"Multi-agent systems are recognised as a state of the art field in Artificial Intelligence studies, which is popular due to the usefulness in facilitation capabilities to handle real-world problem-solving in a distributed fashion. The area covers many techniques that offer solutions to emerging problems in robotics and enterprise-level software systems. Collaborative intelligence is highly and effectively achieved with multi-agent systems. Areas of application include swarms of robots, flocks of UAVs, collaborative software management. Given the level of technological enhancements, the popularity of machine learning in use has opened a new chapter in multi-agent studies alongside the practical challenges and long-lasting collaboration issues in the field. It has increased the urgency and the need for further studies in this field. We welcome chapters presenting research on the many applications of multi-agent studies including, but not limited to, the following key areas: machine learning for multi-agent systems; modeling swarms robots and flocks of UAVs with multi-agent systems; decision science and multi-agent systems; software engineering for and with multi-agent systems; tools and technologies of multi-agent systems.",annualVolume:11423,isOpenForSubmission:!0,coverUrl:"https://cdn.intechopen.com/series_topics/covers/27.jpg",editor:{id:"148497",title:"Dr.",name:"Mehmet",middleName:"Emin",surname:"Aydin",fullName:"Mehmet Aydin",profilePictureURL:"https://mts.intechopen.com/storage/users/148497/images/system/148497.jpg",institutionString:null,institution:{name:"University of the West of England",institutionURL:null,country:{name:"United Kingdom"}}},editorTwo:null,editorThree:null,editorialBoard:[{id:"275140",title:"Dr.",name:"Dinh Hoa",middleName:null,surname:"Nguyen",fullName:"Dinh Hoa Nguyen",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRbnKQAS/Profile_Picture_1622204093453",institutionString:null,institution:{name:"Kyushu University",institutionURL:null,country:{name:"Japan"}}},{id:"20259",title:"Dr.",name:"Hongbin",middleName:null,surname:"Ma",fullName:"Hongbin Ma",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002bRhDJQA0/Profile_Picture_2022-05-02T08:25:21.jpg",institutionString:null,institution:{name:"Beijing Institute of Technology",institutionURL:null,country:{name:"China"}}},{id:"28640",title:"Prof.",name:"Yasushi",middleName:null,surname:"Kambayashi",fullName:"Yasushi Kambayashi",profilePictureURL:"https://s3.us-east-1.amazonaws.com/intech-files/0030O00002aYOQxQAO/Profile_Picture_1625660525470",institutionString:null,institution:{name:"Nippon Institute of Technology",institutionURL:null,country:{name:"Japan"}}}]}]}},libraryRecommendation:{success:null,errors:{},institutions:[]},route:{name:"chapter.detail",path:"/chapters/38060",hash:"",query:{},params:{id:"38060"},fullPath:"/chapters/38060",meta:{},from:{name:null,path:"/",hash:"",query:{},params:{},fullPath:"/",meta:{}}}},function(){var e;(e=document.currentScript||document.scripts[document.scripts.length-1]).parentNode.removeChild(e)}()