DeepEmSat: Deep Emulation for Satellite Data Mining

by Kate Duffy, Kate Duffy, Thomas Vandal, Thomas Vandal, Shuang Li, Shuang Li, Sangram Ganguly, Sangram Ganguly, Ramakrishna Nemani, Auroop R. Ganguly
Published 2019-12-01

Data Science for Weather Impacts on Crop Yield

by Venkata Shashank Konduri, Thomas J. Vandal, Sangram Ganguly, Auroop R. Ganguly
Published 2020-05-01

Corrigendum: Data Science for Weather Impacts on Crop Yield

by Venkata Shashank Konduri, Thomas J. Vandal, Sangram Ganguly, Auroop R. Ganguly
Published 2020-11-01

Deploying a quantum annealing processor to detect tree cover in aerial imagery of California.

by Edward Boyda, Saikat Basu, Sangram Ganguly, Andrew Michaelis, Supratik Mukhopadhyay, Ramakrishna R Nemani
Published 2017-01-01

Multi-Scale Association between Vegetation Growth and Climate in India: A Wavelet Analysis Approach

by Dawn Emil Sebastian, Sangram Ganguly, Jagdish Krishnaswamy, Kate Duffy, Ramakrishna Nemani, Subimal Ghosh
Published 2019-11-01

Structural Uncertainty in Model-Simulated Trends of Global Gross Primary Production

by Zaichun Zhu, Jun Xiong, Sangram Ganguly, Cristina Milesi, Weile Wang, Hirofumi Hashimoto, Ramakrishna R. Nemani
Published 2013-03-01

An Interplay between Photons, Canopy Structure, and Recollision Probability: A Review of the Spectral Invariants Theory of 3D Canopy Radiative Transfer Processes

by Weile Wang, Ramakrishna Nemani, Hirofumi Hashimoto, Sangram Ganguly, Dong Huang, Yuri Knyazikhin, Ranga Myneni, Govindasamy Bala
Published 2018-11-01

Deep Neural Network Cloud-Type Classification (DeepCTC) Model and Its Application in Evaluating PERSIANN-CCS

by Vesta Afzali Gorooh, Subodh Kalia, Phu Nguyen, Kuo-lin Hsu, Soroosh Sorooshian, Sangram Ganguly, Ramakrishna R. Nemani
Published 2020-01-01

Exploring Simple Algorithms for Estimating Gross Primary Production in Forested Areas from Satellite Data

by Ramakrishna R. Nemani, Ranga B. Myneni, Ryuichi Hirata, Minoru Gamo, Sangram Ganguly, Hirofumi Hashimoto, Cristina Milesi, Michael A. White, Weile Wang
Published 2012-01-01

Decadal Variations in NDVI and Food Production in India

by Ramakrishna R. Nemani, Ashok N. Srivastava, Prasad S. Thenkabail, Sangram Ganguly, K. Krishna Kumar, Hirofumi Hashimoto, Arindam Samanta, Cristina Milesi, Ranga B. Myneni
Published 2010-03-01

Global Data Sets of Vegetation Leaf Area Index (LAI)3g and Fraction of Photosynthetically Active Radiation (FPAR)3g Derived from Global Inventory Modeling and Mapping Studies (GIMM...

by Ranga B. Myneni, Shilong Piao, Ramakrishna R. Nemani, Arindam Samanta, Liang Xu, Alessandro Anav, Sangram Ganguly, Yaozhong Pan, Zaichun Zhu, Jian Bi
Published 2013-02-01

Constraints to Vegetation Growth Reduced by Region-Specific Changes in Seasonal Climate

by Hirofumi Hashimoto, Ramakrishna R. Nemani, Govindasamy Bala, Long Cao, Andrew R. Michaelis, Sangram Ganguly, Weile Wang, Cristina Milesi, Ryan Eastman, Tsengdar Lee, Ranga Myneni
Published 2019-02-01

Exploring Subpixel Learning Algorithms for Estimating Global Land Cover Fractions from Satellite Data Using High Performance Computing

by Uttam Kumar, Sangram Ganguly, Ramakrishna R. Nemani, Kumar S Raja, Cristina Milesi, Ruchita Sinha, Andrew Michaelis, Petr Votava, Hirofumi Hashimoto, Shuang Li, Weile Wang, Subodh Kalia, Shreekant Gayaka
Published 2017-10-01

Allometric Scaling and Resource Limitations Model of Tree Heights: Part 2. Site Based Testing of the Model

by Ramakrishna R. Nemani, Ranga B. Myneni, Chunxiang Cao, Wenge Ni-Meister, Shilong Piao, Shihyan Lee, Sassan S. Saatchi, Marc Simard, Michael A. Lefsky, Hieu V. Duong, Gong Zhang, Yuli Shi, Sangram Ganguly, Xiliang Ni, Sungho Choi
Published 2013-01-01

Allometric Scaling and Resource Limitations Model of Tree Heights: Part 1. Model Optimization and Testing over Continental USA

by Ramakrishna R. Nemani, Chunxiang Cao, Shilong Piao, Shihyan Lee, Wenge Ni-Meister, Sassan S. Saatchi, Marc Simard, Michael A. Lefsky, Hieu V. Duong, Gong Zhang, Sangram Ganguly, Xiliang Ni, Sungho Choi, Yuli Shi, Ranga B. Myneni
Published 2013-01-01