Remote Sensing of Land Cover and Land Use Changes in South and Southeast Asia, Volume 1 Mapping and Monitoring

1. Land Cover/Land Use Changes in South and Southeast Asia: An Overview

Krishna Prasad Vadrevu, Christopher Justice and Garik Gutman

2. Monitoring the Extent of Trees Outside of Forests in South Asia: Nature-based Solutions for Climate Change Mitigation

David L. Skole, Jay Samek, Swapan Mehra et al. 

3. Land Use and Land Cover Change (LULCC) Detection in Bangalore, India Using Multi-Temporal Synthetic Aperture Radar and Spatial Attention Enhanced Siamese Network

Himanshi Srivastava, Uttam Kumar and Nihal Pattanshetty

4. Super-Resolution Enhancement of Landsat Satellite Data Using Generative Adversarial Networks (GANs) and U-Net Deep Learning Algorithms

Kashyap Balakavi

5. Agriculture Crop Monitoring for Yield Estimation with Zero Shot Fruit Detection: A Deep Learning Approach

Deeksha Aggarwal, Sai Shruti Prakhya, and Uttam Kumar

6. Mapping Forest Types in Myanmar Helps Set Conservation Priorities in a Key Indo-Burma Biodiversity Hotspot

Sumalika Biswas, Qiongyu Huang, Khine Khine Swe et al.

7. Vegetation Disturbance and Fragmentation in Uttarakhand, India: A Case Study Using MODIS and Very High-Resolution Satellite Datasets

Aditya Eaturu, Griffin McAvoy and Krishna Prasad Vadrevu

8. Machine Learning of NDVI Time Series Identifies Ghost Villages in Uttarakhand, India

Sarvjeet Kumar and Prakhar Misra

9. Evaluation of Deep Learning Algorithms for Mapping Burnt Areas in an Agricultural Landscape

Shubhangi Dabral and Krishna Prasad Vadrevu

10. Deep Learning Models for Fire Prediction: A Comparative Study

Aayushi Bhatia, Aditya Eaturu, and Krishna Prasad Vadrevu

11. Land Cover Change in Cambodia, Laos, Myanmar, Thailand, And Vietnam and the Effects of Varied Spatial Scales and Land Cover Classes

Kristofer Lasko

12. Characterizing Aquaculture-Associated Land Cover Land Use Changes in Central Thailand, 1990-2020

Lin Yan, Ben Belton, David P. Roy et al.

13. Crop Type Mapping in Smallholder Agricultural Settings Using Sentinel-1 SAR Imagery and Deep Learning

Sandeep Polavarapu, Bharat C. Irigireddy, Chaitanya S. Kulkarni et al. 

14. Land Use/Land Cover Changes in the Mekong Delta, Vietnam Using Landsat Remote Sensing Data

Phung Hoang-Phi, Nguyen Lam-Dao, Viet Pham-Bach et al.

15. Satellite Observations of Land Cover and Land Use in the Bạc Liêu Province, Vietnam

Khanh D. Ngo , Son V. Nghiem, Alex M. Lechner et al. 

16. Spatio-Temporal Pattern Mapping of Ganoderma Disease in Oil Palm Plantations with PALSAR-2 Time-Series

D.A. Samitha Daranagama and Wataru Takeuchi

17. Monitoring Urban Sprawl Using Synthetic Aperture Radar (SAR) Data: A Case Study of the Denpasar Greater Area, Bali, Indonesia

Putu Edi Yastika, I Nyoman Sudipa, and Nyoman Utari Vipriyanti

Biography

Dr. Krishna Prasad Vadrevu is a remote sensing scientist at NASA's Marshall Space Flight Center in Huntsville, Alabama, USA. His research focuses on land cover and land use change (LCLUC), fire dynamics, and biomass burning emissions. With 25 years of experience in satellite remote sensing, he has an extensive publication record. He is the Deputy Program Manager for NASA's LCLUC Program and leads the South/Southeast Asia Research Initiative.

Dr. Christopher Justice is a Distinguished University Professor in the Department of Geographical Sciences at the University of Maryland, College Park, USA, with 45 years of experience in remote sensing research. He is a Project Scientist for the NASA LCLUC Program, the Land Discipline Lead for NASA MODIS, and a Suomi-NPP VIIRS Science Team member. Additionally, he is the Co-Chair of the GEO Global Agricultural Monitoring Initiative (GEOGLAM), Chief Scientist for NASA HARVEST, and Chair of the international Global Observations of Forest and Land Use Dynamics (GOFC-GOLD) program.

Dr. Garik Gutman is Program Manager for the NASA Land-Cover/Land-Use Change (LCLUC) Program. After 14 years of research on deriving land surface variables from satellite data at the National Oceanic and Atmospheric Administration (NOAA), he joined NASA Headquarters in 1999 and has been leading the LCLUC program, as well as Landsat-related activities, at NASA for over 25 years. He is the author of over 90 publications in peer-reviewed scientific journals and of several chapters in various climate- and land-cover related scientific volumes.