Subit Chakrabarti

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Topics

Temporal Correlation

Ensemble Learning

Stochastic Models

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Philip Popien, Olivier D'Hondt, Veda Sunkara, Subit Chakrabarti
Deep Learning Based Urban Flood Mapping From High Resolution Capella Space Sar Imagery. IGARSS (2023)
Alejandro Monsiváis-Huertero, Jasmeet Judge, Pang-Wei Liu, Subit Chakrabarti
Monitoring Vegetation Conditions Over Agricultural Regions Using Active Observations. IGARSS (2020)
Subit Chakrabarti, Rob Braswell, Nick Malizia, Damien Sulla-Menashe, Tina Cormier, Mark A. Friedl
In-Season Prediction of Crop Types In The us Great Plains Using Sequence Based Stochastic Models and Deep Learning. IGARSS (2019)
Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, Sanjay Ranka
Spatial Scaling Using Temporal Correlations and Ensemble Learning to Obtain High-Resolution Soil Moisture. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Subit Chakrabarti, Tina Cormier, Nick Malizia, David T. Potere, Damien Sulla-Menashe, Kirk Zmijewski, Mark A. Friedl
Mapping Cropland Extent by Asynchronous Fusion of Optical and Active Microwave Imagery. IGARSS (2018)
Subit Chakrabarti, Pang-Wei Liu, Jasmeet Judge, Anand Rangarajan, Roger D. De Roo, Rajat Bindlish, Andreas Colliander, Sidharth Misra, Scott Tripp, Barron Latham, Ross Williamson, Isaac Ramos, Thomas J. Jackson, Anthony W. England, Sanjay Ranka, Simon Yueh
A spatio-temporal data fusion algorithm for estimating high-resolution soil moisture in agricultural regions. IGARSS (2017)
Alejandro Monsivais-Huertero, Pang-Wei Liu, Jasmeet Judge, Subit Chakrabarti
Scattering modeling of dynamic soybean during SMAPVEX16-MicroWEX. IGARSS (2017)
Alejandro Monsivais-Huertero, Pang-Wei Liu, Jasmeet Judge, Subit Chakrabarti
Backscattering model for dynamic corn during SMAPVEX16-MicroWEX. IGARSS (2017)
Pang-Wei Liu, Jasmeet Judge, Subit Chakrabarti, Roger DeRoo, Susan C. Steele-Dunne, Brian K. Hornbuckle, Andreas Colliander, Sidharth Misra, Scott Tripp, Barron Latham, Ross Williamson, Isaac Ramos, Simon Yueh, Anthony W. England
Spatial variability in microwave radiometric signatures of growing corn and soybean during SMAPVEX16-microwex. IGARSS (2017)
Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka
Utilizing Self-Regularized Regressive Models to Downscale Microwave Brightness Temperatures for Agricultural Land Covers in the SMAPVEX-12 Region. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (2) (2017)
Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, Sanjay Ranka
Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning. CoRR (2016)
Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, Sanjay Ranka
Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka
Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines. CoRR (2016)
Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Karthik Nagarajan, José C. Príncipe
Downscaling Satellite-Based Soil Moisture in Heterogeneous Regions Using High-Resolution Remote Sensing Products and Information Theory: A Synthetic Study. IEEE Trans. Geosci. Remote. Sens. 53 (1) (2015)
Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka
Downscaling Microwave Brightness Temperatures Using Self Regularized Regressive Models. CoRR (2015)
Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka
Downscaling microwave brightness temperatures using self regularized regressive models. IGARSS (2015)
Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, Sanjay Ranka
Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes using Holistic Structure based Models. CoRR (2015)
Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Lincoln Zotarelli, Cimelio Bayer
Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (9) (2014)