Sujay V. Kumar

27 papers A 2C 2Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Rethinking deep learning: linear regression remains a key benchmark in predicting terrestrial water storage.
CoRR
Wanshu Nie, Sujay V. Kumar, Junyu Chen, Long Zhao, Olya Skulovich, Jinwoong Yoo, Justin Pflug, Shahryar Khalique Ahmad, Goutam Konapala
2024 C conf
Open-Source Framework for Earth System Digital Twins.
IGARSS
Thomas Huang, Nga T. Chung, Cédric H. David, Sina Hasheminassab, Olga V. Kalashnikova, Stepheny Perez, Joe T. Roberts, Ben Smith, Sujay V. Kumar, Nishan Kumar Biswas, Paul Stackhouse, David Borges, Simon Baillarin, Frédéric Bretar, Raquel Rodriguez-Suquet
2023 J jnl
Automated model integration at source code level: An approach to implementing models into the NASA Land Information System.
Environ. Model. Softw.
Shugong Wang, Sujay V. Kumar, David M. Mocko, Kristi Arsenault, James Geiger, Christa D. Peters-Lidard
2022 C conf
An Earth System Digital Twin for Flood Prediction and Analysis.
IGARSS
Thomas Huang, Cédric H. David, Catalina Oadia, Joe T. Roberts, Sujay V. Kumar, Paul Stackhouse, David Borges, Simon Baillarin, Gwendoline Blanchet, Peter Kettig
2022 J jnl
Estimation of Snow Mass Information via Assimilation of C-Band Synthetic Aperture Radar Backscatter Observations Into an Advanced Land Surface Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jongmin Park, Barton A. Forman, Sujay V. Kumar
2021 J jnl
Passive Microwave Brightness Temperature Assimilation to Improve Snow Mass Estimation Across Complex Terrain in Pakistan, Afghanistan, and Tajikistan.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jawairia A. Ahmad, Barton A. Forman, Edward H. Bair, Sujay V. Kumar
2020 J jnl
Impact of Surface Albedo Assimilation on Snow Estimation.
Remote. Sens.
Sujay V. Kumar, David M. Mocko, Carrie M. Vuyovich, Christa D. Peters-Lidard
2020 J jnl
Watershed Modeling with Remotely Sensed Big Data: MODIS Leaf Area Index Improves Hydrology and Water Quality Predictions.
Remote. Sens.
Mohammad Adnan Rajib, I Luk Kim, Heather E. Golden, Charles R. Lane, Sujay V. Kumar, Zhiqiang Yu, Saranya Jeyalakshmi
2019 J jnl
Correction: Balsamo, G.,
Remote. Sens.
Gianpaolo Balsamo, Anna Agustì-Parareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Eleanor Blyth, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah L. Cloke, Meghan F. Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul A. Dirmeyer, Matthias Drusch, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah P. E. Keeley, Yann Kerr, Sujay V. Kumar, Cristina Lupu, Jean-François Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquín Muñoz Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Benjamin C. Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel F. Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng
2019 J jnl
Exploring the Utility of Machine Learning-Based Passive Microwave Brightness Temperature Data Assimilation over Terrestrial Snow in High Mountain Asia.
Remote. Sens.
Yonghwan Kwon, Barton A. Forman, Jawairia A. Ahmad, Sujay V. Kumar, Yeosang Yoon
2018 J jnl
Attribution of Flux Partitioning Variations between Land Surface Models over the Continental U.S.
Remote. Sens.
Sujay V. Kumar, Thomas Holmes, David M. Mocko, Shugong Wang, Christa D. Peters-Lidard
2018 J jnl
Satellite and In Situ Observations for Advancing Global Earth Surface Modelling: A Review.
Remote. Sens.
Gianpaolo Balsamo, Anna Agustì-Parareda, Clément Albergel, Gabriele Arduini, Anton Beljaars, Jean Bidlot, Nicolas Bousserez, Souhail Boussetta, Andy Brown, Roberto Buizza, Carlo Buontempo, Frédéric Chevallier, Margarita Choulga, Hannah L. Cloke, Meghan F. Cronin, Mohamed Dahoui, Patricia de Rosnay, Paul A. Dirmeyer, Matthias Drusch, Emanuel Dutra, Michael B. Ek, Pierre Gentine, Helene Hewitt, Sarah P. E. Keeley, Yann Kerr, Sujay V. Kumar, Cristina Lupu, Jean-François Mahfouf, Joe McNorton, Susanne Mecklenburg, Kristian Mogensen, Joaquín Muñoz Sabater, Rene Orth, Florence Rabier, Rolf Reichle, Benjamin C. Ruston, Florian Pappenberger, Irina Sandu, Sonia I. Seneviratne, Steffen Tietsche, Isabel F. Trigo, Remko Uijlenhoet, Nils Wedi, R. Iestyn Woolway, Xubin Zeng
2016 J jnl
Calibration to Improve Forward Model Simulation of Microwave Emissivity at GPM Frequencies Over the U.S. Southern Great Plains.
IEEE Trans. Geosci. Remote. Sens.
Kenneth W. Harrison, Yudong Tian, Christa D. Peters-Lidard, Sarah E. Ringerud, Sujay V. Kumar
2015 J jnl
Integrated modeling of aerosol, cloud, precipitation and land processes at satellite-resolved scales.
Environ. Model. Softw.
Christa D. Peters-Lidard, Eric M. Kemp, Toshihisa Matsui, Joseph A. Santanello Jr., Sujay V. Kumar, Jossy P. Jacob, Thomas L. Clune, Wei-Kuo Tao, Mian Chin, Arthur Hou, Jonathan L. Case, Dongchul Kim, Kyu-Myong Kim, William Lau, Yuqiong Liu, Jainn Shi, David Starr, Qian Tan, Zhining Tao, Benjamin F. Zaitchik, Bradley Zavodsky, Sara Q. Zhang, Milija Zupanski
2014 J jnl
A Real-Time MODIS Vegetation Product for Land Surface and Numerical Weather Prediction Models.
IEEE Trans. Geosci. Remote. Sens.
Jonathan L. Case, Frank J. LaFontaine, Jordan R. Bell, Gary Jedlovec, Sujay V. Kumar, Christa D. Peters-Lidard
2013 J jnl
The NASA-Goddard Multi-scale Modeling Framework-Land Information System: Global land/atmosphere interaction with resolved convection.
Environ. Model. Softw.
Karen I. Mohr, Wei-Kuo Tao, Jiun-Dar Chern, Sujay V. Kumar, Christa D. Peters-Lidard
2010 J jnl
Middleware-Based Sensor Web Integration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yudong Tian, James Geiger, Hongbo Su, Sujay V. Kumar, Paul R. Houser
2008 — conf
A Land Information Sensor Web (LISW) Study in Support of Land Surface Studies.
IGARSS (5)
Hongbo Su, Paul R. Houser, Yudong Tian, James Geiger, Sujay V. Kumar, Deborah R. Belvedere
2008 J jnl
An Integrated Hydrologic Modeling and Data Assimilation Framework.
Computer
Sujay V. Kumar, Christa D. Peters-Lidard, Yudong Tian, Rolf Reichle, James Geiger, Charles Alonge, John Eylander, Paul R. Houser
2008 J jnl
An integrated high-resolution hydrometeorological modeling testbed using LIS and WRF.
Environ. Model. Softw.
Sujay V. Kumar, Christa D. Peters-Lidard, Joseph L. Eastman, Wei-Kuo Tao
2008 J jnl
High-performance land surface modeling with a Linux cluster.
Comput. Geosci.
Yudong Tian, Christa D. Peters-Lidard, Sujay V. Kumar, James Geiger, Paul R. Houser, Joseph L. Eastman, Paul A. Dirmeyer, B. Doty, J. Adams
2008 — conf
Impact of Land Model Physics on Soil Moisture Assimilation.
IGARSS (2)
Rolf Reichle, Sujay V. Kumar, Randal D. Koster, Christa D. Peters-Lidard, Wade T. Crow
2007 J jnl
A GIS framework for surface-layer soil moisture estimation combining satellite radar measurements and land surface modeling with soil physical property estimation.
Environ. Model. Softw.
Michael Tischler, Matthew Garcia, Christa D. Peters-Lidard, M. Susan Moran, S. Miller, D. Thoma, Sujay V. Kumar, James Geiger
2007 J jnl
High-performance Earth system modeling with NASA/GSFC's Land Information System.
Innov. Syst. Softw. Eng.
Christa D. Peters-Lidard, Paul R. Houser, Yudong Tian, Sujay V. Kumar, James Geiger, S. Olden, L. Lighty, B. Doty, Paul A. Dirmeyer, J. Adams, K. Mitchell, Eric F. Wood, Justin Sheffield
2006 J jnl
Land information system: An interoperable framework for high resolution land surface modeling.
Environ. Model. Softw.
Sujay V. Kumar, Christa D. Peters-Lidard, Yudong Tian, Paul R. Houser, James Geiger, S. Olden, L. Lighty, Joseph L. Eastman, B. Doty, Paul A. Dirmeyer
2003 A conf
Asynchronous Genetic Algorithms for Heterogeneous Networks Using Coarse-Grained Dataflow.
GECCO
John W. Baugh Jr., Sujay V. Kumar
2002 A conf
Evaluation Of The Constraint Method-based Evolutionary Algorithm (CMEA) For A Three-objective Problem.
GECCO
Sujay V. Kumar, S. Ranji Ranjithan