Earth Observation using Scatterometers: State-of-the-Art Techniques, Applications, and Challenges

by Sartajvir Singh (Editor), Vishakha Sood (Editor), Reet Kamal Tiwari (Editor), Dileep Kumar Gupta (Editor), David Long (Editor)

Overview

Earth Observation using Scatterometers: State-of-the-Art Techniques, Applications, and Challenges explores the critical role scatterometers play in addressing natural disasters, climate action, and food security. It provides comprehensive guidance on leveraging scatterometers for real-time applications, including advanced techniques like super-resolution mapping and multi-source data fusion. This book is an essential resource for understanding the challenges and opportunities of scatterometer satellite datasets. In addition to covering the latest advancements in algorithms and emerging applications, it empowers professionals to efficiently analyze vast amounts of Earth observation data.The book addresses scatterometers' expanding applicability in oceanography, agriculture, the cryosphere, and related Earth-science fields, making it invaluable for scientists, geospatial data analysts, and students of Remote Sensing and Geoscience.

- Provides detailed instruction on the applications of scatterometers to a wide range of Earth sciences, including benefits and case studies showing real world use

- Covers the use of scatterometers in analyzing and responding to natural disasters, including analysis of sea-ice melt, cyclone predictions, etc.

- Includes techniques for monitoring the cryosphere and global climate, with dedicated methodology and data analysis

Product Details

ISBN-13:	9780443313813
Publisher:	Elsevier Science
Publication date:	10/01/2025
Series:	Earth Observation
Sold by:	Barnes & Noble
Format:	eBook
Pages:	420
File size:	9 MB

About the Author

He is a digital image analyst with a passion for remote sensing. Presently, he is working as a Professor and Associate Director (University Institute of Engineering) at Chandigarh University, Punjab, India. He is also practice as an Indian Patent Agent (IN/PA 5806). He received his PhD (Electronics and Communication Engineering - ECE) from I.K. Gujral Punjab Technical University, Punjab, India in 2018. He received his M.Tech (ECE) as a Gold Medalist, and B.Tech (ECE) with Distinction, from Punjab Technical University in 2011 and 2009, respectively. His research interests include electronics, remote sensing, and digital image processing.

Dr. Sood is working as Scientist at Indian Institute of Technology (IIT), Ropar, India, under Women Scientist Scheme (WOS) by Department of Science & Technology (DST), Govt. of India. She is also founder of a company named as Aiotronics Automation Pvt.Ltd. supported under Himachal Pradesh CM Startup Scheme. She has more than 10 years of experience in the field of academics and research. She received her PhD in Electronics and Communication Engineering from Chitkara University, Punjab in 2020. She has done B. Tech from Himachal Pradesh University (HPU) Shimla, 2008 and M. Tech from Punjab Technical University (PTU) in Electronics and Communication Engineering,2011. She has also done MBA in Human Resource (HR) ,2010. She has authored more than 25 SCI-indexed articles (IEEE, T&F, ELSEVIER, and SPRINGER), SCOPUS indexed book chapters and holds many inventions. Her research interests include satellite sensors, remote sensing, scatterometer and digital image analysis.

Dr Reet Kamal Tiwari joined the Centre for Glaciology, Wadia Institute of Himalayan Geology, India in 2013, as a scientist. Since March 2017, he has been an assistant professor with the Department of Civil Engineering, Indian Institute of Technology (IIT) Ropar, Rupnagar, 140 001, India. His research interests include geospatial technology applications in the fields of snow, ice and glaciers, climate change, natural resource management, environmental monitoring, and planetary sciences.

Dileep Kumar Gupta received his doctoral degree from the Department of Physics, Indian Institute of Technology (Banaras Hindu University), Varanasi, India. Dr. Dileep received several reputed awards like UGC-NET, GATE, UGC research fellowship and DST international travel support. He has published 30+ research articles in different peer reviewed journals/conference proceedings/book chapters. He is an expert in algorithm development for soil moisture and crop variables retrieval using different ground based and space borne active and passive microwave sensor. He is also an expert of different machine learning algorithms for remote sensing data processing.

Prof. David G. Long has been on the faculty of the Electrical and Computer Engineering department at Brigham Young University since 1990 where he teaches classes in radar, remote sensing, communications, and signal processing. He is the Director of the BYU Center for Remote Sensing and Head of the Microwave Earth Remote Sensing Laboratory. He served as Associate Dean of the BYU College of Engineering 2012-2016 and has been a principal investigator (PI) on several NASA projects in scatterometry, climate studies, rain observation, soil moisture and SAR. He is the PI for the Scatterometer Climate Record Pathfinder (www.scp.byu.edu) and is a long-term member of the Ocean Vector Winds Science Team (OVWST), among others. His publication record incl udes over 152 journal papers, three books and over 300 conference papers. He has received several NASA Award of Achievement and Team Recognition awards. He is a founding Associate Editor for IEEE Geoscience and Remote Sensing Letters. His research interests include microwave remote sensing, spaceborne scatterometry, synthetic aperture radar, signal processing, estimation theory, resolution enhancement, and polar ice

Table of Contents

Section I: Scatterometer Missions and Applications1. A tutorial on the principles of scatterometers2. Evolution of scatterometer missions for Earth observation3. Systematic survey on the global level applications of scatterometers4. Comparative Analysis of C-band and Ku-band-based scatterometers5. Exploring the applicability of scatterometer products in Earth observationSection II: Scatterometers in Oceanography6. Advanced algorithms for sea surface wind retrieval using scatterometers7. Weather prediction models for scatterometer satellite data8. Measurement of Wind speed and wind direction using scatterometers9. Monitoring of tropical cyclones/hurricanes using scatterometersSection III: Scatterometers in Cryospheric Applications10. Scatterometers for the monitoring of seasonal dynamics of snow cover melt11. Inter-annual tracking of ice-shelf using scatterometers12. Mapping of sea ice (Antarctica/Arctic) with machine/deep learning models13. Detection of natural hazards (avalanches/floods) using scatterometersSection IV: Scatterometers in Agricultural Applications14. Crop monitoring with the implementation of AI model scatterometers15. Scatterometers for leaf area index/vegetation water content estimation and case study16. Estimation of paddy yield with AI-based model using scatterometers17. Crop yield estimation using the fusion of scatterometer/multispectral data18. Development of high-resolution soil moisture maps using scatterometersSection V: Emerging applications of Scatterometers19. Real-time monitoring of Earth resources using scatterometers20. Forecasting and tracking of natural hazards using scatterometers21. Challenges and opportunities of scatterometer applications22. Exploring the Untapped Potential of Scatterometer in Earth Observation

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From the Publisher

A detailed exploration of the use and benefits of scatterometers, especially for use in Earth observation applications