Geospatial And Soft Computing Techniques

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Geospatial and Soft Computing Techniques

Author : P. V. Timbadiya,P. L. Patel,Vijay P. Singh,A. B. Mirajkar
Publisher : Springer Nature
Page : 605 pages
File Size : 44,5 Mb
Release : 2023-07-25
Category : Science
ISBN : 9789819919017

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Geospatial and Soft Computing Techniques by P. V. Timbadiya,P. L. Patel,Vijay P. Singh,A. B. Mirajkar Pdf

This book comprises the proceedings of the 26th International Conference on Hydraulics, Water Resources and Coastal Engineering (HYDRO 2021) focusing on broad spectrum of emerging opportunities and challenges in the field of soft computing and geospatial techniques in water resources engineering. It covers a range of topics, including, but not limited to, satellite derived data for hydrologic applications, GIS and RS applications in water resources management, rainfall and streamflow prediction, hydro-informatics, data driven and artificial intelligent based hydrological modelling, optimization of water resources systems, etc. Presenting recent advances in the form of illustrations, tables, and text, it offers readers insights for their own research. In addition, the book addresses fundamental concepts and studies in the field of Soft Computing and Geospatial Techniques in Water Resources Engineering, making it a valuable resource for both beginners and researchers wanting to further their understanding of hydraulics, water resources and coastal engineering.

Geoinformatics for Geosciences

Author : Nikolaos Stathopoulos,Andreas Tsatsaris,Kleomenis Kalogeropoulos
Publisher : Elsevier
Page : 405 pages
File Size : 43,7 Mb
Release : 2023-05-26
Category : Science
ISBN : 9780323957823

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Geoinformatics for Geosciences by Nikolaos Stathopoulos,Andreas Tsatsaris,Kleomenis Kalogeropoulos Pdf

Geoinformatics for Geosciences: Advanced Geospatial Analysis using RS, GIS and Soft Computing is a comprehensive guide to the methodologies and techniques that can be used in Earth observation data assessments, geospatial analysis, and soft computing in the geosciences. The book covers a variety of spatiotemporal problems and topics in the areas of the environment, geohazards, urban analysis, health, pollution, climate change, resources and geomorphology, among others. Sections cover environmental and climate issues, analysis of geomorphological data, hazard and disaster impacts, natural and human resources, the influence of environmental conditions, geohazards, climate change, geomorphological changes, etc., and socioeconomic challenges. Detailing up-to-date techniques in geoinformatics, this book offers in-depth, up-to-date methodologies for researchers and academics to understand how contemporary data can be combined with innovative techniques and tools in order to address challenges in the geosciences. Focuses on a variety of interdisciplinary applications using Earth observation data, GIS, and soft computing techniques to address various challenges in the geosciences Presents both innovative techniques and specific features of the practices described, thus allowing readers to choose the most appropriate method to apply to their specific problems Comprehensively details the state-of-the-art methodologies and decision-making tools included to ensure they are easily reproduceable

Soft Computing Applications for Database Technologies: Techniques and Issues

Author : Anbumani, K.
Publisher : IGI Global
Page : 348 pages
File Size : 54,7 Mb
Release : 2010-06-30
Category : Computers
ISBN : 9781605668154

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Soft Computing Applications for Database Technologies: Techniques and Issues by Anbumani, K. Pdf

The digital revolution and the explosive growth of the internet have helped the collection of huge amounts of useful data of diverse characteristics, which is a valuable and intangible asset in any business of today. This book treats the new, emerging discipline of soft computing, which exploits this data through tolerance for imprecision and uncertainty to achieve solutions for complex problems. Soft computing methodologies include fuzzy sets, neural networks, genetic algorithms, Bayesian belief networks and rough sets, which are explored in detail through case studies and in-depth research. The advent of soft computing marks a significant paradigm shift in computing, with a wide range of applications and techniques which are presented and discussed in the chapters of this book.

Geospatial Technologies in Urban System Development: Emerging Research and Opportunities

Author : Mukherjee, Alok Bhushan,Krishna, Akhouri Pramod,Patel, Nilanchal
Publisher : IGI Global
Page : 179 pages
File Size : 54,8 Mb
Release : 2017-12-15
Category : Technology & Engineering
ISBN : 9781522536840

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Geospatial Technologies in Urban System Development: Emerging Research and Opportunities by Mukherjee, Alok Bhushan,Krishna, Akhouri Pramod,Patel, Nilanchal Pdf

Technological advancements have changed the way we think of traditional urban and spatial planning. The inclusion of conventional elements with modern technologies is allowing this field to advance at a rapid pace. Geospatial Technologies in Urban System Development: Emerging Research and Opportunities is a pivotal reference source for the latest research findings on the different tools and techniques ranging from mathematical sciences to spatial sciences which can be effective in unveiling the complexity of an urban system. Featuring extensive coverage on relevant areas such as urban traffic, remote sensing, and geographic information systems, this publication is an ideal resource for academics, researchers, graduate-level students, professionals, and policymakers in urban economy, regional planning, and information science disciplines.

Fuzzy Modeling with Spatial Information for Geographic Problems

Author : Frederick E. Petry,Vincent B. Robinson,Maria A. Cobb
Publisher : Springer Science & Business Media
Page : 338 pages
File Size : 44,5 Mb
Release : 2006-01-16
Category : Science
ISBN : 9783540268864

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Fuzzy Modeling with Spatial Information for Geographic Problems by Frederick E. Petry,Vincent B. Robinson,Maria A. Cobb Pdf

The capabilities of modern technology are rapidly increasing, spurred on to a large extent by the tremendous advances in communications and computing. Automated vehicles and global wireless connections are some examples of these advances. In order to take advantage of such enhanced capabilities, our need to model and manipulate our knowledge of the geophysical world, using compatible representations, is also rapidly increasing. In response to this one fundamental issue of great concern in modern geographical research is how to most effectively capture the physical world around us in systems like geographical information systems (GIS). Making this task even more challenging is the fact that uncertainty plays a pervasive role in the representation, analysis and use of geospatial information. The types of uncertainty that appear in geospatial information systems are not the just simple randomness of observation, as in weather data, but are manifested in many other forms including imprecision, incompleteness and granularization. Describing the uncertainty of the boundaries of deserts and mountains clearly require different tools than those provided by probability theory. The multiplicity of modalities of uncertainty appearing in GIS requires a variety of formalisms to model these uncertainties. In light of this it is natural that fuzzy set theory has become a topic of intensive interest in many areas of geographical research and applications This volume, Fuzzy Modeling with Spatial Information for Geographic Problems, provides many stimulating examples of advances in geographical research based on approaches using fuzzy sets and related technologies.

Geospatial Research: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1997 pages
File Size : 40,8 Mb
Release : 2016-04-11
Category : Technology & Engineering
ISBN : 9781466698468

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Geospatial Research: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Having the ability to measure and explore the geographic space that surrounds us provides endless opportunities for us to utilize and interact with the world. As a broad field of study, geospatial research has applications in a variety of fields including military science, environmental science, civil engineering, and space exploration. Geospatial Research: Concepts, Methodologies, Tools, and Applications is a multi-volume publication highlighting critical topics related to geospatial analysis, geographic information systems, and geospatial technologies. Exploring multidisciplinary applications of geographic information systems and technologies in addition to the latest trends and developments in the field, this publication is ideal for academic and government library inclusion, as well as for reference by data scientists, engineers, government agencies, researchers, and graduate-level students in GIS programs.

Geospatial Technologies for Resources Planning and Management

Author : Chandra Shekhar Jha,Ashish Pandey,V.M. Chowdary,Vijay Singh
Publisher : Springer Nature
Page : 748 pages
File Size : 46,8 Mb
Release : 2022-05-24
Category : Science
ISBN : 9783030989811

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Geospatial Technologies for Resources Planning and Management by Chandra Shekhar Jha,Ashish Pandey,V.M. Chowdary,Vijay Singh Pdf

This book focuses on the application of geospatial technologies for resource planning and management for the key natural resources, e.g. water, agriculture and forest as well as the decision support system (DSS) for infrastructure development. We have seen in the past four decades that the growing complexities of sustainable management of natural resources management have been very challenging. The book has been written to leverage the current geospatial technologies that integrate the remotely sensed data available from various platforms, the precise locational data providing geospatial intelligence, and the advanced integration tools of Geographical Information Systems (GIS). Geospatial technologies have been used for water resources management employing geomorphological characteristics, analysis of river migration pattern, understanding the large-scale hydrological process, wet land classification and monitoring, analysis of glacial lake outburst flood (GLOF), assessment of environmental flow and soil erosion studies, water quality modelling and assessment and rejuvenation of paleochannels through groundwater recharge. Geospatial technologies have been applied for crop classification and mapping, soil moisture determination using RISAT-1 C-band and PALSAR-2 L-band sensors, inventory of horticulture plantations, management of citrus orchards, crop yield forecasting, rice yield estimation, estimation of evapotranspiration and its evaluation against lysimeter and satellite-based evapotranspiration product for India to address the various issues of the agricultural system management. Geospatial technologies have been used for generation of digital elevation model, urban dynamics assessment, mobile GIS application at grass root level planning, cadastral level developmental planning and e-governance applications, system dynamics for sustainable development, micro-level water resources planning, site suitability for sewage treatment plant, traffic density assessment, geographical indications of India, archaeological applications and disasters interventions to elaborate various issues of DSS for infrastructure development and management. Geospatial technologies have been employed for the generation and reconciliation of the notified forest land boundaries, and also the land cover changes analysis within notified forest areas, forest resource assessment, management and monitoring and wildlife conservation and management. This book aims to present high-quality technical case studies representing the recent developments in the “application of geospatial technologies for resource planning and management”. The editors hope that this book will serve as a valuable resource for scientists and researchers to plan and manage land and water resources sustainably.

Big Data Computing for Geospatial Applications

Author : Zhenlong Li,Wenwu Tang,Qunying Huang,Eric Shook,Qingfeng Guan
Publisher : MDPI
Page : 222 pages
File Size : 44,6 Mb
Release : 2020-11-23
Category : Science
ISBN : 9783039432448

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Big Data Computing for Geospatial Applications by Zhenlong Li,Wenwu Tang,Qunying Huang,Eric Shook,Qingfeng Guan Pdf

The convergence of big data and geospatial computing has brought forth challenges and opportunities to Geographic Information Science with regard to geospatial data management, processing, analysis, modeling, and visualization. This book highlights recent advancements in integrating new computing approaches, spatial methods, and data management strategies to tackle geospatial big data challenges and meanwhile demonstrates opportunities for using big data for geospatial applications. Crucial to the advancements highlighted in this book is the integration of computational thinking and spatial thinking and the transformation of abstract ideas and models to concrete data structures and algorithms.

Geospatial Technologies in Land Resources Mapping, Monitoring and Management

Author : G. P. Obi Reddy,S. K. Singh
Publisher : Springer
Page : 638 pages
File Size : 51,7 Mb
Release : 2018-09-11
Category : Technology & Engineering
ISBN : 9783319787114

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Geospatial Technologies in Land Resources Mapping, Monitoring and Management by G. P. Obi Reddy,S. K. Singh Pdf

This book offers an overview of geospatial technologies in land resources mapping, monitoring and management. It consists of four main sections: geospatial technologies - principles and applications; geospatial technologies in land resources mapping; geospatial technologies in land resources monitoring; and geospatial technologies in land resources management. Each part is divided into detailed chapters that include illustrations and tables. The authors, from leading institutes, such as the ICAR-NBSS&LUP, IIT-B, NRSC, ICRISAT, share their experiences and offer case studies to provide advanced insights into the field. It is a valuable resource for the scientific and the teaching community, extension scientists at research institutes and agricultural universities/colleges as well as those involved in planning and managing land resources for sustainable agriculture and livelihood security.

Earth Observation in Urban Monitoring

Author : Amit Kumar,Prashant K. Srivastava,Purabi Saikia,Rajesh Kumar Mall
Publisher : Elsevier
Page : 424 pages
File Size : 45,8 Mb
Release : 2023-11-09
Category : Technology & Engineering
ISBN : 9780323957960

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Earth Observation in Urban Monitoring by Amit Kumar,Prashant K. Srivastava,Purabi Saikia,Rajesh Kumar Mall Pdf

Earth Observation in Urban Monitoring: Techniques and Challenges presents the latest techniques of remote sensing in urban monitoring, along with methods for quantitative and qualitative assessment using state-of-the-art Earth observation technologies. The book details the advances of remote sensing technologies in urban environmental monitoring for a range of practical and research applications, Earth observation datasets, remote sensing of environmental considerations, geostatistical techniques and resilience perspectives. Chapters cover sensor applications, urban growth modelling, SAR applications, surveying techniques, satellite time series analysis and a variety of other remote sensing technologies for urban monitoring. Each chapter includes detailed case studies at a variety of scales and from a variety of geographies, offering up-to-date, global, urban monitoring methodologies for researchers, scientists and academics in remote sensing, geospatial research, environmental science and sustainability. Focuses on a variety of interdisciplinary applications using Earth observation data, GIS and soft computing techniques to address various challenges in urban monitoring Provides numerous case studies at a variety of scales, from local to global, to aid readers in implementing urban monitoring techniques at any level Includes theoretical and applied research contributions along with background information on the use of concurrent technologies in the disciplines of urban studies

Storminess and Environmental Change

Author : Nazzareno Diodato,Gianni Bellocchi
Publisher : Springer Science & Business Media
Page : 283 pages
File Size : 54,8 Mb
Release : 2014-01-23
Category : Nature
ISBN : 9789400779488

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Storminess and Environmental Change by Nazzareno Diodato,Gianni Bellocchi Pdf

This book describes recent developments in the modeling of hydro-climatological processes in time and space. The topic brings together a wide range of disciplines, such as climatology, hydrology, geomorphology and ecology, with examples of problems and related modeling approaches. Parsimonious hydro-climatological models hold the potential to simulate the combined effects of rainfall intensity and distribution patterns in the absence of precipitation records for short time intervals (e.g. daily to sub-hourly) and over large areas (e.g. regional to continental). In this book, we show how the principle of parsimony can be followed without sacrificing depth in seeking to understand a variety of landscape and surface processes that include hydrologic phenomena. Geographically speaking, the focus of the book is on Mediterranean environments. In this region, which is characterized by a complex morphology, soil erosion by water is a major cause of landscape degradation and the fragility of ecosystems is abundantly documented. By exploring interactions between erosive storms and land with the help of modeling solutions created at a variety of scales, the book investigates in detail the climatic implications for the Mediterranean landscape in an effort to bridge historical and contemporary research, which makes it unique in its approach. The book provides a valuable resource for environmental scientists, while also providing an important basis for graduate and postgraduate students interested in research on hydrological cycles and environmental changes.

GIS and Geocomputation for Water Resource Science and Engineering

Author : Barnali Dixon,Venkatesh Uddameri
Publisher : John Wiley & Sons
Page : 579 pages
File Size : 40,5 Mb
Release : 2016-02-08
Category : Science
ISBN : 9781118354131

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GIS and Geocomputation for Water Resource Science and Engineering by Barnali Dixon,Venkatesh Uddameri Pdf

GIS and Geocomputation for Water Resource Science and Engineering not only provides a comprehensive introduction to the fundamentals of geographic information systems but also demonstrates how GIS and mathematical models can be integrated to develop spatial decision support systems to support water resources planning, management and engineering. The book uses a hands-on active learning approach to introduce fundamental concepts and numerous case-studies are provided to reinforce learning and demonstrate practical aspects. The benefits and challenges of using GIS in environmental and water resources fields are clearly tackled in this book, demonstrating how these technologies can be used to harness increasingly available digital data to develop spatially-oriented sustainable solutions. In addition to providing a strong grounding on fundamentals, the book also demonstrates how GIS can be combined with traditional physics-based and statistical models as well as information-theoretic tools like neural networks and fuzzy set theory.

Forest Degradation Around the World

Author : MOHD NAZIP SURATMAN,Zulkiflee Abd Latif,Gabriel De Oliveira,Nathaniel Brunsell,Yosio Shimabukuro,Carlos Antonio Costa Dos Santos
Publisher : BoD – Books on Demand
Page : 144 pages
File Size : 44,7 Mb
Release : 2020-02-26
Category : Science
ISBN : 9781789238334

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Forest Degradation Around the World by MOHD NAZIP SURATMAN,Zulkiflee Abd Latif,Gabriel De Oliveira,Nathaniel Brunsell,Yosio Shimabukuro,Carlos Antonio Costa Dos Santos Pdf

The growth in the human population has forced mankind to convert forested land into other land uses such as agricultural land, residential, urban, road construction and mining activities. The degradation of forest due to anthropogenic activities is significantly reducing forests in the world. These practices result in significant impacts on the forest structure, species composition and ecology, which will consequently reduce forest productivity and ecosystem functions. Due to deforestation, half of the earth's vegetation surface has reduced to one-third, resulting in large degraded areas. The significant reduction of the forest areas requires appropriate planning for sustainable management of the forests. This book reviews the extent and consequences of deforestation around the world. It highlights case studies of the causes of deforestation in Malaysia, Korea, India, Bangladesh, Columbia, Brazil and Mali. It is hoped that the book will provide insights on the importance of effective forest planning and management for the sustainable development of forest resources.

Advances in Geospatial Technology in Mining and Earth Sciences

Author : Long Quoc Nguyen,Luyen Khac Bui,Xuan-Nam Bui,Hai Thanh Tran
Publisher : Springer Nature
Page : 549 pages
File Size : 49,9 Mb
Release : 2023-03-01
Category : Science
ISBN : 9783031204630

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Advances in Geospatial Technology in Mining and Earth Sciences by Long Quoc Nguyen,Luyen Khac Bui,Xuan-Nam Bui,Hai Thanh Tran Pdf

This book composes the proceedings of the international conference on Geo-Spatial Technologies and Earth Resources (GTER 2022) which was co-organized by Hanoi University of Mining and Geology and the International Society for Mine Surveying (ISM) held at Hanoi city on October 13–14, 2022. GTER 2022 is technically co-sponsored by Vietnam Mining Science and Technology Association (VMST), Vietnam Association of Geodesy, Cartography and Remote Sensing (VGCR), Vietnam National Coal-Mineral Industries Holding Corporation Limited (VINACOMIN), and the Dong Bac Corporation (NECO). GTER 2022 aims to bring together experts, researchers, engineers, and policymakers to discuss and exchange their knowledge and experiences in recent geospatial technologies, advances in mining and earth sciences.

Frontiers of Geographic Information Technology

Author : Sanjay Rana,Jayant Sharma
Publisher : Springer Science & Business Media
Page : 336 pages
File Size : 47,5 Mb
Release : 2006-02-08
Category : Science
ISBN : 9783540313052

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Frontiers of Geographic Information Technology by Sanjay Rana,Jayant Sharma Pdf

Originally intended for desktop mapping and analysis, Geographic Information Systems have been coupled to other technologies, due to the limitations in commercially available systems, and has occurred in areas including visualisation, simulation, data storage and management and decision support. This book, written by an international group of experts, focuses on the use of GIS and the technology it has been allied to. A companion website offers additional materials and links.