Keywords:
Water.
;
Hydrology.
;
Climatology.
;
Physical geography.
;
Geographic information systems.
;
Environment.
;
Environmental geography.
Description / Table of Contents:
Recent Trends in Application of Geospatial Technology and AI for Water Resource Monitoring and Management -- Recent Trends in Water Quality Monitoring: Co-dispersions, Sources, and Probabilistic Health Risk Assessment -- Monitoring Spatial Pattern of Floods for Developing Flood Management Strategies and Better Community Resilience -- Monitoring Flood Plain Wetland Degradation for Restoration and Conservation -- Spatial Dynamics of the Urban Wetlands and its Influence on Urban Environment and Ecosystem Services -- Monitoring Wetland Degradation by Integrating Machine Learning and Remote Sensing Techniques -- Changing Pattern of River Flooding Under Climate Change Scenario: A Geospatial Analysis of Rainfall-discharge Trends and Controlling factors -- Groundwater Potential Mapping Using Remote Sensing Techniques Coupled with Deep Learning and Stacking Framework -- Application of Deep Learning Algorithms for Flood Susceptibility Mapping in Data-scarce Region -- Monitoring Glacier Changes in the south-western Himalayas using Geospatial and Geostatistical Approach -- Integration of Optical and Microwave Remote Sensing Datasets for Surface Water Mapping -- Prediction of Nitrate Contamination in Lake Water at Pixel-Scale using Deep Learning Models -- Monitoring River Water Quality and Proposing Management Strategies by Integrating Geospatial Techniques and Machine Learning -- Comparison of Performance of Machine Learning Techniques in Prediction of Groundwater Quality -- Lake Water Eutrophication Monitoring and Proposing Management Strategies for Water Quality Treatment -- Analyzing Sources of Heavy Metal Pollution in Drinking Water and Identifying Water Treatment Plans using Geospatial Techniques and AI -- Integration of Machine Learning Models with Game Theory for Understanding Water Induced Soil Erosion in Guwahati Urban Watershed -- Proposing a New Framework for Urban Blue Space Mapping by Coupling Image Fusion Techniques and AI -- Quantification of Surface Water Contamination by Integrating Geospatial and Geostatistical Approach -- Application of AI and Big Data for the Prediction of Glacier Melting.
Type of Medium:
Online Resource
Pages:
1 Online-Ressource(XIX, 285 p. 132 illus., 129 illus. in color.)
Edition:
1st ed. 2024.
ISBN:
9783031611216
Series Statement:
GIScience and Geo-environmental Modelling
URL:
https://doi.org/10.1007/978-3-031-61121-6
DOI:
10.1007/978-3-031-61121-6
Language:
English
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