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Dive into the research topics where Ashok N. Srivastava is active.

Publication


Featured researches published by Ashok N. Srivastava.


Remote Sensing | 2010

Decadal variations in NDVI and food production in India

Cristina Milesi; Arindam Samanta; Hirofumi Hashimoto; K. Krishna Kumar; Sangram Ganguly; Prasad S. Thenkabail; Ashok N. Srivastava; Ramakrishna R. Nemani; Ranga B. Myneni

In this study we use long-term satellite, climate, and crop observations to document the spatial distribution of the recent stagnation in food grain production affecting the water-limited tropics (WLT), a region where 1.5 billion people live and depend on local agriculture that is constrained by chronic water shortages. Overall, our analysis shows that the recent stagnation in food production is corroborated by satellite data. The growth rate in annually integrated vegetation greenness, a measure of crop growth, has declined significantly (p < 0.10) in 23% of the WLT cropland area during the last decade, while statistically significant increases in the growth rates account for less than 2%. In


Archive | 2017

Statistical Downscaling in Climate with State-of-the-Art Scalable Machine Learning

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Deep Learning for Very High-Resolution Imagery Classification

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Large-Scale Machine Learning for Species Distributions

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Unmixing Algorithms: A Review of Techniques for Spectral Detection and Classification of Land Cover from Mixed Pixels on NASA Earth Exchange

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Spatiotemporal Global Climate Model Tracking

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Using Large-Scale Machine Learning to Improve Our Understanding of the Formation of Tornadoes

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Network Science Perspectives on Engineering Adaptation to Climate Change and Weather Extremes

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Large-Scale Machine Learning in the Earth Sciences

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser


Archive | 2017

Semantic Interoperability of Long-Tail Geoscience Resources over the Web

Ashok N. Srivastava; Ramakrishna R. Nemani; Karsten Steinhaeuser

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Prasad S. Thenkabail

United States Geological Survey

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K. Krishna Kumar

Indian Institute of Tropical Meteorology

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