Geomatica

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Publisher :
ISBN 13 :
Total Pages : 494 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Geomatica by :

Download or read book Geomatica written by and published by . This book was released on 2009 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Image and Video Processing

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Publisher : Academic Press
ISBN 13 : 0080533612
Total Pages : 1384 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Handbook of Image and Video Processing by : Alan C. Bovik

Download or read book Handbook of Image and Video Processing written by Alan C. Bovik and published by Academic Press. This book was released on 2010-07-21 with total page 1384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 55% new material in the latest edition of this “must-have for students and practitioners of image & video processing! This Handbook is intended to serve as the basic reference point on image and video processing, in the field, in the research laboratory, and in the classroom. Each chapter has been written by carefully selected, distinguished experts specializing in that topic and carefully reviewed by the Editor, Al Bovik, ensuring that the greatest depth of understanding be communicated to the reader. Coverage includes introductory, intermediate and advanced topics and as such, this book serves equally well as classroom textbook as reference resource. • Provides practicing engineers and students with a highly accessible resource for learning and using image/video processing theory and algorithms • Includes a new chapter on image processing education, which should prove invaluable for those developing or modifying their curricula • Covers the various image and video processing standards that exist and are emerging, driving today’s explosive industry • Offers an understanding of what images are, how they are modeled, and gives an introduction to how they are perceived • Introduces the necessary, practical background to allow engineering students to acquire and process their own digital image or video data • Culminates with a diverse set of applications chapters, covered in sufficient depth to serve as extensible models to the reader’s own potential applications About the Editor... Al Bovik is the Cullen Trust for Higher Education Endowed Professor at The University of Texas at Austin, where he is the Director of the Laboratory for Image and Video Engineering (LIVE). He has published over 400 technical articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik was Distinguished Lecturer of the IEEE Signal Processing Society (2000), received the IEEE Signal Processing Society Meritorious Service Award (1998), the IEEE Third Millennium Medal (2000), and twice was a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a Fellow of the IEEE, was Editor-in-Chief, of the IEEE Transactions on Image Processing (1996-2002), has served on and continues to serve on many other professional boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing which was held in Austin, Texas in 1994. * No other resource for image and video processing contains the same breadth of up-to-date coverage * Each chapter written by one or several of the top experts working in that area * Includes all essential mathematics, techniques, and algorithms for every type of image and video processing used by electrical engineers, computer scientists, internet developers, bioengineers, and scientists in various, image-intensive disciplines

Hyperspectral Remote Sensing

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Publisher : CRC Press
ISBN 13 : 1498731600
Total Pages : 466 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Hyperspectral Remote Sensing by : Ruiliang Pu

Download or read book Hyperspectral Remote Sensing written by Ruiliang Pu and published by CRC Press. This book was released on 2017-08-16 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced imaging spectral technology and hyperspectral analysis techniques for multiple applications are the key features of the book. This book will present in one volume complete solutions from concepts, fundamentals, and methods of acquisition of hyperspectral data to analyses and applications of the data in a very coherent manner. It will help readers to fully understand basic theories of HRS, how to utilize various field spectrometers and bioinstruments, the importance of radiometric correction and atmospheric correction, the use of analysis, tools and software, and determine what to do with HRS technology and data.

Basics of Geomatics

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Publisher : Springer Science & Business Media
ISBN 13 : 1402090145
Total Pages : 690 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Basics of Geomatics by : Mario A. Gomarasca

Download or read book Basics of Geomatics written by Mario A. Gomarasca and published by Springer Science & Business Media. This book was released on 2009-09-18 with total page 690 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geomatics is a neologism, the use of which is becoming increasingly widespread, even if it is not still universally accepted. It includes several disciplines and te- niques for the study of the Earth’s surface and its environments, and computer science plays a decisive role. A more meaningful and appropriate expression is G- spatial Information or GeoInformation. Geo-spatial Information embeds topography in its more modern forms (measurements with electronic instrumentation, sophisticated techniques of data analysis and network compensation, global satellite positioning techniques, laser scanning, etc.), analytical and digital photogrammetry, satellite and airborne remote sensing, numerical cartography, geographical information systems, decision support systems, WebGIS, etc. These specialized elds are intimately interrelated in terms of both the basic science and the results pursued: rigid separation does not allow us to discover several common aspects and the fundamental importance assumed in a search for solutions in the complex survey context. The objective pursued by Mario A. Gomarasca, one that is only apparently modest, is to publish an integrated text on the surveying theme, containing simple and comprehensible concepts relevant to experts in Geo-spatial Information and/or speci cally in one of the disciplines that compose it. At the same time, the book is rigorous and synthetic, describing with precision the main instruments and methods connected to the multiple techniques available today.

Remote Sensing and Digital Image Processing with R

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Publisher : CRC Press
ISBN 13 : 100089536X
Total Pages : 537 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Remote Sensing and Digital Image Processing with R by : Marcelo de Carvalho Alves

Download or read book Remote Sensing and Digital Image Processing with R written by Marcelo de Carvalho Alves and published by CRC Press. This book was released on 2023-06-30 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new textbook on remote sensing and digital image processing of natural resources includes numerous, practical problem-solving exercises and applications of sensors and satellite systems using remote sensing data collection resources, and emphasizes the free and open-source platform R. It explains basic concepts of remote sensing and multidisciplinary applications using R language and R packages, by engaging students in learning theory through hands-on, real-life projects. All chapters are structured with learning objectives, computation, questions, solved exercises, resources, and research suggestions. Features Explains the theory of passive and active remote sensing and its applications in water, soil, vegetation, and atmosphere. Covers data analysis in the free and open-source R platform, which makes remote sensing accessible to anyone with a computer. Includes case studies from different environments with free software algorithms and an R toolset for active learning and a learn-by-doing approach. Provides hands-on exercises at the end of each chapter and encourages readers to understand the potential and the limitations of the environments, remote sensing targets, and process. Explores current trends and developments in remote sensing in homework assignments with data to further explore the use of free multispectral remote sensing data, including very high spatial resolution data sources for target recognition with image processing techniques. While the focus of the book is on environmental and agriculture engineering, it can be applied widely to a variety of subjects such as physical, natural, and social sciences. Students in upper-level undergraduate or graduate programs, taking courses in remote sensing, geoprocessing, civil and environmental engineering, geosciences, environmental sciences, electrical engineering, biology, and hydrology will also benefit from the learning objectives in the book. Professionals who use remote sensing and digital processing will also find this text enlightening.

Computational Science and Its Applications -- ICCSA 2013

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Publisher : Springer
ISBN 13 : 3642396496
Total Pages : 679 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Computational Science and Its Applications -- ICCSA 2013 by : Beniamino Murgante

Download or read book Computational Science and Its Applications -- ICCSA 2013 written by Beniamino Murgante and published by Springer. This book was released on 2013-06-22 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: The five-volume set LNCS 7971-7975 constitutes the refereed proceedings of the 13th International Conference on Computational Science and Its Applications, ICCSA 2013, held in Ho Chi Minh City, Vietnam in June 2013. The 248 revised papers presented in five tracks and 33 special sessions and workshops were carefully reviewed and selected. The 46 papers included in the five general tracks are organized in the following topical sections: computational methods, algorithms and scientific applications; high-performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies. The 202 papers presented in special sessions and workshops cover a wide range of topics in computational sciences ranging from computational science technologies to specific areas of computational sciences such as computer graphics and virtual reality.

Use of the Normalized Difference Vegetation Index (NDVI) to Assess Land Degradation at Multiple Scales

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Publisher : Springer
ISBN 13 : 3319241125
Total Pages : 110 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Use of the Normalized Difference Vegetation Index (NDVI) to Assess Land Degradation at Multiple Scales by : Genesis T. Yengoh

Download or read book Use of the Normalized Difference Vegetation Index (NDVI) to Assess Land Degradation at Multiple Scales written by Genesis T. Yengoh and published by Springer. This book was released on 2015-11-11 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report examines the scientific basis for the use of remotely sensed data, particularly Normalized Difference Vegetation Index (NDVI), primarily for the assessment of land degradation at different scales and for a range of applications, including resilience of agro-ecosystems. Evidence is drawn from a wide range of investigations, primarily from the scientific peer-reviewed literature but also non-journal sources. The literature review has been corroborated by interviews with leading specialists in the field. The report reviews the use of NDVI for a range of themes related to land degradation, including land cover change, drought monitoring and early warning systems, desertification processes, greening trends, soil erosion and salinization, vegetation burning and recovery after fire, biodiversity loss, and soil carbon. This SpringerBrief also discusses the limits of the use of NDVI for land degradation assessment and potential for future directions of use. A substantial body of peer-reviewed research lends unequivocal support for the use of coarse-resolution time series of NDVI data for studying vegetation dynamics at global, continental and sub-continental levels. There is compelling evidence that these data are highly correlated with biophysically meaningful vegetation characteristics such as photosynthetic capacity and primary production that are closely related to land degradation and to agroecosystem resilience.

Exploiting the Spatial Information in High Resolution Satellite Data and Utilising Multi-Source Data for Tropical Mountain Forest and Land Cover Mapping

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Publisher : ibidem-Verlag / ibidem Press
ISBN 13 : 3838257278
Total Pages : 340 pages
Book Rating : 4.8/5 (382 download)

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Book Synopsis Exploiting the Spatial Information in High Resolution Satellite Data and Utilising Multi-Source Data for Tropical Mountain Forest and Land Cover Mapping by : Anke Gleitsmann

Download or read book Exploiting the Spatial Information in High Resolution Satellite Data and Utilising Multi-Source Data for Tropical Mountain Forest and Land Cover Mapping written by Anke Gleitsmann and published by ibidem-Verlag / ibidem Press. This book was released on 2012-02-24 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Die Cordillera Central der Dominikanischen Republik ist eine Quelle wichtiger natürlicher Ressourcen – vor allem Wasser – für dieses karibische Land. Im oberen Einzugsgebiet des Río Yaque del Norte wurde im Laufe des 20. Jahrhunderts ein großer Teil der natürlichen Wälder abgeholzt und durch Weide- und Ackerland sowie Sekundärvegetation ersetzt. Entwaldung und nicht nachhaltige Landnutzung auf den steilen Hängen dieses Gebietes haben zu Erosion und Landdegradierung geführt. Es gibt aber auch noch verschiedene primäre Bergwälder, darunter kleine Nebelwaldbereiche mit bedrohten endemischen Arten. Fernerkundungsdaten sind eine unverzichtbare Quelle für flächendeckende räumliche Informationen, die als Basis für Raumnutzungspläne und den Schutz bedrohter Ökosysteme benötigt werden. Die Nutzbarkeit von Satellitendaten mittlerer Auflösung (z.B. Landsat) für die Kartierung der Vegetationstypen des Untersuchungsgebietes ist begrenzt, weil das kleinräumige Mosaik verschiedener Landbedeckungstypen (wie in vielen tropischen Gebirgsbereichen) zu einem großen Anteil von Mischpixeln in diesen Daten führt. Die neue Generation kommerzieller hochauflösender Satelliten wie IKONOS (1 m bis 4 m Auflösung) ermöglicht eine detailliertere Kartierung von kleineren Interessensgebieten, aber die automatische Klassifizierung räumlich hochaufgelöster Daten beinhaltet auch neue Herausforderungen. Diese Arbeit beschäftigt sich daher hauptsächlich mit der Optimierung von Methoden zur Ausnutzung der räumlichen Information in hochauflösenden Satellitendaten für die Kartierung von tropischen Bergwäldern und anderen Landoberflächen.

Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing

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Publisher : CRC Press
ISBN 13 : 1351650637
Total Pages : 647 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing by : Ni-Bin Chang

Download or read book Multisensor Data Fusion and Machine Learning for Environmental Remote Sensing written by Ni-Bin Chang and published by CRC Press. This book was released on 2018-02-21 with total page 647 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last few years the scientific community has realized that obtaining a better understanding of interactions between natural systems and the man-made environment across different scales demands more research efforts in remote sensing. An integrated Earth system observatory that merges surface-based, air-borne, space-borne, and even underground sensors with comprehensive and predictive capabilities indicates promise for revolutionizing the study of global water, energy, and carbon cycles as well as land use and land cover changes. The aim of this book is to present a suite of relevant concepts, tools, and methods of integrated multisensor data fusion and machine learning technologies to promote environmental sustainability. The process of machine learning for intelligent feature extraction consists of regular, deep, and fast learning algorithms. The niche for integrating data fusion and machine learning for remote sensing rests upon the creation of a new scientific architecture in remote sensing science that is designed to support numerical as well as symbolic feature extraction managed by several cognitively oriented machine learning tasks at finer scales. By grouping a suite of satellites with similar nature in platform design, data merging may come to help for cloudy pixel reconstruction over the space domain or concatenation of time series images over the time domain, or even both simultaneously. Organized in 5 parts, from Fundamental Principles of Remote Sensing; Feature Extraction for Remote Sensing; Image and Data Fusion for Remote Sensing; Integrated Data Merging, Data Reconstruction, Data Fusion, and Machine Learning; to Remote Sensing for Environmental Decision Analysis, the book will be a useful reference for graduate students, academic scholars, and working professionals who are involved in the study of Earth systems and the environment for a sustainable future. The new knowledge in this book can be applied successfully in many areas of environmental science and engineering.

Social-ecological Systems of Latin America: Complexities and Challenges

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Publisher : Springer Nature
ISBN 13 : 3030284522
Total Pages : 453 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Social-ecological Systems of Latin America: Complexities and Challenges by : Luisa E. Delgado

Download or read book Social-ecological Systems of Latin America: Complexities and Challenges written by Luisa E. Delgado and published by Springer Nature. This book was released on 2019-10-31 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human societies are influencing nature in such a way that their independent analysis is no longer suitable. Fortunately, social-ecological systems provide a conceptual framework for the interconnected analysis of societies and ecosystems. However, in the case of Latin America, the complexity of social-ecological processes undermined a much-needed compilation of theoretical concepts, methods and case studies. Increasing readers’ understanding of such systems using a postnormal approach, the book discusses current concepts and methods with examples of studies from eight countries. It is a useful resource for social actors, government decision makers and scholars.

Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development

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Publisher : Springer
ISBN 13 : 3030211665
Total Pages : 167 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development by : Noamen Rebai

Download or read book Mapping and Spatial Analysis of Socio-economic and Environmental Indicators for Sustainable Development written by Noamen Rebai and published by Springer. This book was released on 2019-08-01 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents most recent research studies on mapping and spatial analysis of socio-economic and environmental indicators used by various national and international contributors to regional development projects. It gathers the best contributions to the 1st International Conference on Mapping and Spatial Analysis of Socio-Economic and Environmental Indicators for the Local and Regional Sustainable Development. The conference was held in southern Tunisia, Tataouine in March 2015.The research studies focused on generating and analyzing indicators in various domains of Agriculture, Energy, Industry, Tourism, Transport, Urban Planning, Exploitation of Natural Resources, Infrastructure, Health, Environment, Education, Information and Communication Technologies, Social Affairs and Employability, and Culture and Sport. Socio-economic and environmental indicators are important in regional development plans and strategies as they allow to observe and analyze changes in the economic growth and to measure their impact on the environment and on social networks/daily life of citizens. On the basis of well-defined geomatic approaches, and particularly, through sophisticated digital mapping and spatio-temporal analyses, authors focused on retrieving indicators to evaluate the exploitation rate of natural resources, intensity of the energy consumption in various economic sector, net migratory flows, quality checking of the air in urban areas, adaptation to climate change, and vulnerability of the coastal domain and risk of marine submersion due to sea-level rise. The book is of interest not only to investors and contributors to regional development projects, but also to all relevant policy makers.

Developments in the Theory and Practice of Cybercartography

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Publisher : Elsevier
ISBN 13 : 0444627170
Total Pages : 380 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Developments in the Theory and Practice of Cybercartography by : D.R.F. Taylor

Download or read book Developments in the Theory and Practice of Cybercartography written by D.R.F. Taylor and published by Elsevier. This book was released on 2013-12-17 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developments in the Theory and Practice of Cybercartography—awarded an Honorable Mention in Earth Science at the Association of American Publishers' 2015 PROSE Awards—examines some of the recent developments in the theory and practice of cybercartography and the substantial changes which have taken place since the first edition published in 2005. It continues to examine the major elements of cybercartography and emphasizes the importance of interaction between theory and practice in developing a paradigm which moves beyond the concept of Geographic Information Systems (GIS) and Geographical Information Science. Cybercartography is a new paradigm for maps and mapping in the information era. Defined as "the organization, presentation, analysis and communication of spatially referenced information on a wide variety of topics of interest to society," cybercartography is presented in an interactive, dynamic, multisensory format with the use of multimedia and multimodal interfaces. The seven major elements of cybercartography outlined in the first edition have been supplemented by six key ideas and the definition of cybercartography has been extended and expanded. The new practice of mapping traditional knowledge in partnership with indigenous people has led to new theoretical understanding as well as innovative cybercartographic atlases. Featuring more than 90% new and revised content, this volume is a result of a multidisciplinary team effort and has benefited from the input of partners from government, industry and aboriginal non-governmental organizations. Honorable Mention in the the 2015 PROSE Awards in Earth Science from the Association of American Publishers Highlights the relationship between cybercartography and critical geography Incorporates several new cybercartographic atlases produced in cooperation with Inuit and First Nations groups Showcases legal, ethical, consent and policy implications of mapping local and traditional knowledge Features an interactive companion web site containing links to related sites, additional color images and illustrations, plus important information to capture the dynamic and interactive elements of cybercartography: http://booksite.elsevier.com/9780444627131/

Geomatics Canada, Technical Note 2

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Publisher : Natural Resources Canada
ISBN 13 : 0662464087
Total Pages : 33 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Geomatics Canada, Technical Note 2 by : R. Hitchcock

Download or read book Geomatics Canada, Technical Note 2 written by R. Hitchcock and published by Natural Resources Canada. This book was released on 2007 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ICITID 2021

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Publisher : European Alliance for Innovation
ISBN 13 : 1631903195
Total Pages : 407 pages
Book Rating : 4.6/5 (319 download)

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Book Synopsis ICITID 2021 by : Rizqi Prastowo

Download or read book ICITID 2021 written by Rizqi Prastowo and published by European Alliance for Innovation. This book was released on 2021-10-20 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2nd International Conference on Industrial Technology and Information Designs (ICITID) shortly on 30 August 2021, at Institut Teknologi Nasional Yogyakarta, Sleman, Yogyakarta, Indonesia. The Conference adopts a timely theme, Industry 4.0: Transfer and Capacity of Technopreneur. As we know that the key objective of Industry 4.0 is to drive manufacturing forward: to be faster, more efficient, and customer-centric while pushing beyond automation and optimization to discover new business opportunities and models. On the other hand, a technopreneur is an entrepreneur who understands technology, who is creative, innovative, dynamic, and dares to be different. So, The Fourth Industrial Revolution has opened a wide gate of opportunities to us as technopreneurs. The goals of ICITID 2021 are to bring together experts in the field of information technology and industrial design so that we can realize together the potential of technology in industry 4.0. around Asia Pacific nations, particularly Indonesia.

Hydrologic Modeling

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Publisher : Springer
ISBN 13 : 9811058016
Total Pages : 731 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Hydrologic Modeling by : Vijay P Singh

Download or read book Hydrologic Modeling written by Vijay P Singh and published by Springer. This book was released on 2018-01-19 with total page 731 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains seven parts. The first part deals with some aspects of rainfall analysis, including rainfall probability distribution, local rainfall interception, and analysis for reservoir release. Part 2 is on evapotranspiration and discusses development of neural network models, errors, and sensitivity. Part 3 focuses on various aspects of urban runoff, including hydrologic impacts, storm water management, and drainage systems. Part 4 deals with soil erosion and sediment, covering mineralogical composition, geostatistical analysis, land use impacts, and land use mapping. Part 5 treats remote sensing and geographic information system (GIS) applications to different hydrologic problems. Watershed runoff and floods are discussed in Part 6, encompassing hydraulic, experimental, and theoretical aspects. Water modeling constitutes the concluding Part 7. Soil and Water Assessment Tool (SWAT), Xinanjiang, and Soil Conservation Service-Curve Number (SCS-CN) models are discussed. The book is of interest to researchers and practitioners in the field of water resources, hydrology, environmental resources, agricultural engineering, watershed management, earth sciences, as well as those engaged in natural resources planning and management. Graduate students and those wishing to conduct further research in water and environment and their development and management find the book to be of value.

Advances in Mobile Mapping Technology

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Publisher : CRC Press
ISBN 13 : 0203961870
Total Pages : 193 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Advances in Mobile Mapping Technology by : C. Vincent Tao

Download or read book Advances in Mobile Mapping Technology written by C. Vincent Tao and published by CRC Press. This book was released on 2007-02-08 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growing market penetration of Internet mapping, satellite imaging and personal navigation has opened up great research and business opportunities to geospatial communities. Multi-platform and multi-sensor integrated mapping technology has clearly established a trend towards fast geospatial data acquisition. Sensors can be mounted on various pla

Fiducial Reference Measurements for Altimetry

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Publisher : Springer Nature
ISBN 13 : 3030394387
Total Pages : 118 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Fiducial Reference Measurements for Altimetry by : Stelios P. Mertikas

Download or read book Fiducial Reference Measurements for Altimetry written by Stelios P. Mertikas and published by Springer Nature. This book was released on 2020-02-13 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings include selected papers from the International Review Workshop on Satellite Altimetry Cal/Val Activities and Applications, held in Chania, Crete, Greece, on 23-26 April 2018. Organised in the context of the European Space Agency Project “Fiducial Reference Measurements for Altimetry” the workshop was cosponsored by the International Association of Geodesy (in particular by the IAG Commission 2, Gravity Field), the European Space Agency, the European Union (the Copernicus Programme), the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT), Space Geomatica P.C., and the Municipality of Chania. The workshop presented the latest research in the field of satellite altimetry calibration and altimetry applications for monitoring ocean changes and improving Earth observation in an objective, continuous, homogeneous and reliable manner, free of errors and biases. Further, it supported long-term monitoring of climate change by providing a better understanding of environmental changes in the world's oceans, terrestrial surface waters, and Arctic and Antarctic Regions. The outcome was the creation of a scientific roadmap with procedures, protocols, guidelines, and best practices to help international groups working on satellite altimetry to establish SI (Système International d'Unités) traceability of their measurements, results and data products.