Application of Remote Sensing and GIS in Natural Resources and Built Infrastructure Management

425 Pages·2023·19.106 MB·English

by  Vijay P. Singh, Shalini Yadav, Krishna Kumar Yadav, Gerald Augusto Corzo Perez, Francisco Muñoz-Arriola, Ram Narayan Yadava

Water Science and Technology Library
Vijay P. Singh · Shalini Yadav ·
Krishna Kumar Yadav ·
Gerald Augusto Corzo Perez ·
Francisco Munoz-Arriola ·
Ram Narayan Yadava   Editors
Application
of Remote Sensing
and GIS in Natural
Resources and
Built Infrastructure
Management
Water Science and Technology Library
Volume 105
Editor-in-Chief
V. P. Singh, Department of Biological and Agricultural Engineering & Zachry
Department of Civil and Environmental Engineering, Texas A&M University,
College Station, TX, USA
Editorial Board
R. Berndtsson, Lund University, Lund, Sweden
L. N. Rodrigues, Embrapa Cerrados, Brasília, Brazil
Arup Kumar Sarma, Department of Civil Engineering, Indian Institute of
Technology Guwahati, Guwahati, Assam, India
M. M. Sherif, Civil and Environmental Engineering Department, UAE University,
Al-Ain, United Arab Emirates
B. Sivakumar, School of Civil and Environmental Engineering, The University of
New South Wales, Sydney, NSW, Australia
Q. Zhang, Faculty of Geographical Science, Beijing Normal University, Beijing,
China
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Vijay P. Singh, Department of Biological and Agricultural Engineering & Zachry
Department of Civil and Environment Engineering, Texas A&M University, USA
Email: [email protected]
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· ·
Vijay P. Singh Shalini Yadav
·
Krishna Kumar Yadav
·
Gerald Augusto Corzo Perez
·
Francisco Muñoz-Arriola Ram Narayan Yadava
Editors
Application of Remote
Sensing and GIS in Natural
Resources and Built
Infrastructure Management
Editors
Vijay P. Singh Shalini Yadav
Department of Biological and Agricultural Department of Civil Engineering
Engineering, Zachry Department of Civil Rabindranath Tagore University
and Environment Engineering Bhopal, Madhya Pradesh, India
Texas A&M University
College Station, TX, USA Gerald Augusto Corzo Perez
IHE Delft Institute for Water Education
Krishna Kumar Yadav Delft, The Netherlands
Faculty of Science
Madhyanchal Professional University Ram Narayan Yadava
Bhopal, India Madhyanchal Professional University
Bhopal, India
Francisco Muñoz-Arriola
The School of Natural Resources
and Department of Biological Systems
Engineering
University of Nebraska-Lincoln
Lincoln, Nebraska, USA
ISSN 0921-092X ISSN 1872-4663 (electronic)
Water Science and Technology Library
ISBN 978-3-031-14095-2 ISBN 978-3-031-14096-9 (eBook)
https://doi.org/10.1007/978-3-031-14096-9
© The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature
Switzerland AG 2022
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Contents
1 Applications of Geospatial and Information Technologies
Toward Achieving Sustainable Development Goals ............... 1
Srabani Das, Kuntal Ganguly, Tarik Mitran,
and Surya Deb Chakraborty
2 Comparison of Maximum Likelihood, Neural Networks,
and Random Forests Algorithms in Classifying Urban
Landscape .................................................... 29
Akanksha Balha and Chander Kumar Singh
3 Crowd-Assisted Flood Disaster Management .................... 39
S. Koswatte, K. McDougall, and X. Liu
4 Geospatial Big Earth Data and Urban Data Analytics ............ 57
Chitrini Mozumder and N. S. Karthikeya
5 A Comparative Analysis of Spatiotemporal Drought Events
from Remote Sensing and Standardized Precipitation Indexes
in Central America Dry Corridor ............................... 77
Karel Aldrin Sánchez Hernández and Gerald Augusto Corzo Perez
6 Application of GIS and Remote Sensing Tools in Assessment
of Drought Using Satellite and Ground-Based Data ............... 105
R. V. Galkate, Sukant Jain, R. K. Jaiswal, R. P. Pandey,
A. K. Lohani, Shalini Yadav, and Ram Narayan Yadava
7 Determining the Yield of Rice Using the Leaf Area Index
(LAI) in Iran ................................................. 123
Hamid Rahimi, Shahnaz Karami Sorkhalije, and Hajar Marabi
8 Soil Erosion Modeling Using Remote Sensing and GIS ............ 143
Osama Mirran Hussien Al-Qaim, Vikas G. Jadhao,
and Ashish Pandey
v
vi Contents
9 The Mapping of the Intensity of Degradation According
to the Different Land Use in Arid Regions: The Case
of the Bouhamed Watershed, Southern Tunisia ................... 169
Nesrine Arrak and Aziza Ghram-Messedi
10 Applicability of the Global Land Evaporation Amsterdam
Model Data for Basin-Scale Spatiotemporal Drought
Assessment ................................................... 197
Ali Khoshnazar, Gerald Augusto Corzo Perez, and Vitali Diaz
11 Remote Sensing-Based Estimation of Shallow Inland Lake
Morphometry: A Case Study of Sambhar Salt Lake, Ramsar
Site-464, India ................................................ 217
Kartar Singh, Mili Ghosh Nee Lala, Shubha Rani Sharma,
Ashutosh, Gaurav Chandra, and Anand Prakash
12 Remote Sensing and GIS in Spatial Monitoring
of the Wetlands: A Case Study of Loktak Lake Catchment,
India ......................................................... 241
Anand Vicky and Oinam Bakimchandra
13 Delineation of Groundwater Potential Zones in a Tropical
River Basin Using Geospatial Techniques and Analytical
Hierarchy Process ............................................. 259
A. L. Achu, N. Anjali, and Girish Gopinath
14 Management of Environmentally Stressed Areas in Watershed
Using Multi-criteria Decision Tool in GIS: A Noble Technique
to Conserve Soil for Agriculture ................................ 279
Rahul Kumar Jaiswal, Shalini Yadav, and Ram Narayan Yadava
15 Geospatial Technology for Estimating the Physical
Vulnerability of Building Structures to Natural Hazards .......... 301
K. Nakhapakorn, P. Q. Giang, A. Ussawarujikulchai,
K. Tantrakarnapa, S. Jirakajohnkool, T. Weerasiri, N. Srichan,
T. Maneekul, and P. PhramahaTawee
16 Cooling Potential Simulation of Urban Green Space Using
Remote Sensing and Web-Based GIS Integration in Panat
Nikom Municipality, Thailand .................................. 325
Chanida Suwanprasit, Sakda Homhuan,
and Wanpen Charoentrakulpeeti
17 Geo-spatial Modeling of Coastal Flood Exposures Due
to Local Sea-Level Rise and Landscape Dynamics: A Case
of Sagar Island ................................................ 349
S. Vinay and H. A. Bharath
Contents vii
18 Three-Dimensional (3D) Noise Pollution Visualization via 3D
City Modelling ................................................ 375
Muhamad Uznir Ujang, Nurul Qahirah Dzulkefley,
Suhaibah Azri, and Syahiirah Salleh
19 Decadal Satellite Data Analysis for Flood Hazard Mapping:
A Case Study of Eastern Uttar Pradesh ......................... 391
Suchita Pandey, Nilanchal Patel, and Ajay Kumar Agrawal
About the Editors
Professor Vijay P. Singh Ph.D., D.Sc., D. Eng. (Hon.), Ph.D. (Hon.), P.E., P.H.,
Hon.D.WRE, Dist.M. ASCE, Dist.Hon. M. IWRA, Dist.F. AGGS, Hon. Member
AWRA,NAE, holds the Caroline & William N. Lehrer Distinguished Chair in Water
Engineering and is a Distinguished Professor and a Regents Professor, Department
of Biological, and Agricultural Engineering, and Zachry Department of Civil &
Environmental Engineering at Texas A&M University, USA. Professor Singh has
been recognized for four decades of leadership in research, teaching and service to
the hydrologic and water resources engineering profession. Singh’s contribution to
the state of the art has been significant in many different specialty areas, including
hydrologic science and engineering, hydraulic engineering, water resources engi-
neering, environmental engineering, irrigation science, soil and water conserva-
tion engineering, entropy-based modeling, copula-based modeling, and mathemat-
ical modeling. His extensive publications in these areas include 32 textbooks,
1432 refereed journal articles, 80 edited books, 115 book chapters, 330 conference
proceedings papers, and 72 technical reports.
For his seminal contributions, Dr. Singh has been honored with more than
105national/international awards from professional organizations. As a sample, he
is a recipient of the Arid Land Hydraulic Engineering Award, Ven Te Chow Award,
Torrens Award, Norma Medal, Royce C. Tipton Award, Lifetime Achievement
Award, Distinguished Membership, and OPAL Award, all given by ASCE. He was
awarded the Ray K. Linsley Award for outstanding contributions to surface water
hydrology and the Founders Award of AIH. He has been awarded three honorary
doctorates. He is a fellow of ASCE, AWRA, IE, ISAE, IWRS, IASWC, and IAH;
a member of AGU, IAHR, IAHS and WASER. He is member/fellow of 12 engi-
neering/science academies, including National Academy of Engineering (NAE).
Prof. Singh is licensed as a Professional Engineer (PE), a Professional Hydrologist
(PH), and Honorary Diplomate, AAWRE.
Prof. Shalini Yadav is a Professor in the Dept. of Civil Engineering and Head
of theCentre of Excellence in Advanced Water and Environmental Research,
Rabindranath Tagore University, Bhopal, India. Her research interests include solid
ix
x AbouttheEditors
and hazardous waste management, construction management, environmental quality,
and water resources. She has executed a variety of research/consultancy projects in
the area of environment and water science, and has got rich experience in planning,
formulating, organizing, executing, and management of R&D programs. She has got
to her credit guiding of 35 M.Tech. and 10 Ph.D. students.
She has published more than 90 journal articles and technical reports. She is
a member of the organizing and scientific committee of several conferences and
reviewer in several of international journals. Also she has published a number
of edited books, namely Climate Change Impacts, Water Resources Manage-
ment, Groundwater, Energy and Environment, Environmental Pollution, Hydrologic
Modeling, Water Quality Management, Environmental Degradation: Challenges and
Strategies for Mitigation in the Water Science and Technology Library; and Environ-
mental Management in India: Waste to Wealth, Wastewater Assessment, Treatment,
Reuse and Development in India in the Earth and Environmental Sciences Library
of Springer Nature.
Dr. Krishna Kumar Yadav is working on a position of Assistant Professor in
the Faculty of Science and Information Technology of the Madhyanchal Profes-
sional University, Madhya Pradesh, India. His research interest is in Defluorida-
tion of Groundwater, Waste Management, and Bioremediation/ Phytoremediation of
Heavy Metals, and Energy Recovery from the Waste. He has executed a Varity of
research and consultancy projects in the area Environmental Sciences, Sustainability,
Water Quality and Water and Waste Water Treatment, and Material Science. Also
Dr. Krishna Kumar has got rich experience in executing, and management of R&D
programs, He has earned his Master of Science in Environmental Science from V. B.
S. Purvanchal University, Jaunpur, India; Master of Philosophy and Doctor of Philos-
ophy in Environmental Science from the Bundelkhand University, Jhansi, India. Also
he is recipient of Young Environmental Scientist Award in an International Confer-
ence on Agriculture, Allied and Applied Sciences held at JNU New Delhi, India in
2018.
Dr. Krishna Kumar has published more than 70 journal articles and technical
reports. He is a member of the organizing and scientific committee of several confer-
ences and reviewer of Journal of cleaner production, Journal of Hazardous Materials,
Energy; and Section Editor of International Journal of Environmental Chemistry.
Also he has published a number of edited books.
Dr. Gerald Augusto Corzo Perez is Associate Professor at IHE Delft institute for
water education. His research work covers a full range of water resources areas
applying spatiotemporal statistics, pattern recognition and machine learning tech-
niques. Since the last four year he has been working on the analysis of global
hydrological extremes, exploring responses to drought and floods. In 2012 he won
the Tison award as young scientist from the IAHS association. He has worked on
different international institution like Wageningen University in the Netherlands and
the Technologic of Monterrey in Mexico. He has coordinated the statistics of the
Climate change inventory of adaptation and mitigation actions for Latin-America,