Editors: Sartajvir Singh, Neelam Dahiya, Maged Mohammed, Abdullah Alzharihi, Vishal Dutt

Hyperspectral Remote Sensing for Sustainable Agriculture

eBook: US $119 Special Offer (PDF + Printed Copy): US $191
Printed Copy: US $131
Library License: US $476
ISBN: 979-8-89881-397-0 (Print)
ISBN: 979-8-89881-396-3 (Online)
Year of Publication: 2026
DOI: 10.2174/97988988139631260101

Introduction

Hyperspectral Remote Sensing for Sustainable Agriculture explores how artificial intelligence and machine learning are transforming Earth Observation and remote sensing. The book focuses on improving the analysis of satellite and hyperspectral imagery through automated, accurate, and scalable methods for environmental and agricultural applications.

It introduces key concepts in Earth Observation and AI, followed by techniques for image preprocessing, classification, feature extraction, and change detection. Application-driven chapters highlight real-world uses in agriculture, forest monitoring, climate studies, disaster management, and environmental assessment. The book combines theoretical understanding with practical workflows, making complex concepts accessible and applicable.


Key Features

  • - Introduces AI applications in remote sensing and Earth Observation.
  • - Covers hyperspectral and multispectral image analysis techniques.
  • - Provides practical workflows for classification, feature extraction, and change detection.
  • - Real-world applications in agriculture, climate studies, and environmental monitoring.
  • - Insights into emerging trends such as automated EO pipelines and New Space data.

Target Readership :

Students, researchers, academics and professionals in remote sensing, geospatial science, and Earth sciences.

Contributors

Editor(s):
Sartajvir Singh
Centre of Excellence, Socio-Environmental Sustainability for River Sand-Mining (SEnSRS)
Indian Institute of Technology
Ropar, Punjab
India


Neelam Dahiya
Department of Computer Applications
Chitkara University Institute of Engineering and Technology
Chitkara University, Punjab
India


Maged Mohammed
Department of Agricultural and Biosystems Engineering
Faculty of Agriculture, Menoufia University
Shebin El Koum
Egypt


Abdullah Alzharihi
Department of Electrical and Computer Engineering
Oakland University
Rochester Hills
MI, USA


Vishal Dutt
Department of Computer Science and Engineering
Chandigarh University
Punjab
India




Contributor(s):
Adarsh Tripathi
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Akinchan Maity
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Akshata Musale
Department of Civil Engineering
Jain College of Engineering and Technology
Hubballi, Karnataka
India


Amanpreet Singh
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Amish Goyal
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Anamika Larhgotra
Department of CSE
Chandigarh University
Mohali
India


Arshdeep Singh
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Ashutosh Pagrotra
Department of Biomechatronics
National Taiwan University
Taipei
Taiwan


Binod Kumar Mishra
Department of Computer Science and Engineering
Chandigarh University
Mohali, Punjab
India


C. Krithika
Department of Soil Science and Agricultural Chemistry
College of Agriculture and Technology
Theni-625562, Tamil Nadu
India


Danish Monga
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Deepika Chaudhary
Chitkara University Institute of Engineering & Technology, Chitkara University
Punjab
India


G. Manimaran
Department of Soil Science and Agricultural Chemistry
Tamil Nadu Agricultural University
Coimbatore-641 003
India


Ganesh Kumar Sethi
Department of Computer Science
MM Modi College
Patiala, Punjab
India


Gurwinder Singh
Department of Computer Application
Chandigarh Group of Colleges
Jhanjeri
India


Hashmat Fida
School of Computer Science and Engineering
Presidency University
Bangaluru
India


Jaspreet Kaur
Department of Computer Science and Engineering
Chandigarh University
Mohali, Punjab
India


Jaspreet Singh
Department of Computer Science & Engineering
Chandigarh University
Mohali-140413, Punjab
India


Jaswinder Singh
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Jay Arindam Maity
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Jyotsana Patel
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


K. Murugasridevi
Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham
Coimbatore-642109
India


Kalirajan Murugasridevi
Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham
Coimbatore -642 109
India


Kirti Khandelwal
Department of Mechanical Engineering
Anjuman College of Engineering and Technology
Nagpur-440001
India


Krishna Rawat
School of Water Resources
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Lincy Kirubhadharshini B.
VIT School of Agricultural Innovations and Advanced Learning (VAIAL), Vellore Institute of Technology (VIT)
Vellore - 632 014
India


Mohammad Sohail Pervez
Department of Mechanical Engineering
Anjuman College of Engineering and Technology
Nagpur-440001
India


Narayan Vyas
Department of Computer Science and Engineering
Vivekananda Global University
Jaipur
India


Navpreet Kaur Walia
Department of CSE
Chandigarh University
Mohali
India


Neelam Dahiya
Department of Computer Applications
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Neha Bhati
Department of Research and Development
Flexxited
Bangalore
India


Nishu Bali
Chitkara University Institute of Engineering & Technology, Chitkara University
Punjab
India


Nitin Arora
University Institute of Engineering, Chandigarh University
Mohali, Punjab
India


Ramesh Chandra Nayak
Department of Mechanical Engineering
Synergy Institute of Technology
Bhubaneswar, Odisha
India

iHubAnubhuti-IIITD Foundation
Okhla Industrial Estate
New Delhi
India


Rishikesh Ratan
Department of Agricultural and Food Engineering
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal
India


Rupinder Singh
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


S. Sowjanya
VIT School of Agricultural Innovations and Advanced Learning (VAIAL), Vellore Institute of Technology (VIT)
Vellore - 632 014
India

School of Biosciences and Technology, Vellore Institute of Technology (VIT)
Vellore - 632014
India


Sakshi Sinha
Department of Dairy Sciences and Food Technology
Banaras Hindu University
Varanasi, 221005, Uttar Pradesh
India


Sangeetha Annam
Chitkara University Institute of Engineering and Technology, Chitkara University
Punjab
India


Sartajvir Singh
Centre of Excellence
Socio-Environmental Sustainability for River Sand-Mining (SEnSRS), Indian Institute of Technology, Ropar
Punjab
India


Shresthashree Swain
School of Oceanographic Studies
Jadavpur University
Kolkata - 700032, West Bengal
India


Suryavanshi Bhagyeshkumar Vijaybhai
Department of Mechanical Engineering
Birla Vishwakarma Mahavidhyalya (BVM) Engineering College
Anand, Gujarat
India


V. Dhayalan
Department of Agricultural Engineering
Hindusthan College of Engineering and Technology
Coimbatore-641050
India


Venunathan Dhivya
Department of Agricultural Entomology
Tamil Nadu Agricultural University
Coimbatore - 641 003
India


Vinod Kumar
Department of Computer Science and Engineering
Chandigarh University
Mohali, Punjab
India


Vishal Dutt
Department of Computer Science
Punjabi University
Patiala, Punjab
India

Department of Computer Science and Engineering
Chandigarh University
Mohali, Punjab
India


VR Mageshen
Amrita School of Agricultural Sciences, Amrita Vishwa Vidyapeetham
Coimbatore-642109
India