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Center for Remote Sensing

Center for Remote Sensing


2022 Publications


Integrated Academic, Research, and Professional Experiences for 2-Year College Students Lowered Barriers in STEM Engagement: A Case Study in Geosciences

Jasmeet Judge, Heidi J.L. Lannon, Kathryn A. Stofer, Corene J. Matyas, Brandon Lanman, JJ Leissing, Nicole Rivera, Heather Norton, and Bobby Hom


Despite challenges, 2-year college students benefit from faculty-mentored geoscience research at a 4-year university during an extracurricular program

Corene J. Matyas, Kathryn A. Stofer, Heidi J. L. Lannon, Jasmeet Judge, Bobby Hom, and Brandan A. Lanman


Assessment of NASA SMAP Soil Moisture Products for Agricultural Regions in Central Mexico: An Analysis Based on the THEXMEX Dataset

Alejandro Monsiváis-Huertero, Daniel Enrique Constantino-Recillas, Juan Carlos Hernández-Sánchez, Héctor Ernesto Huerta-Bátiz, Jasmeet Judge, et al.


Towards Understanding the Influence of Vertical Water Distribution on Radar Backscatter from Vegetation Using a Multi-Layer Water Cloud Model

Paul C. Vermunt, Susan C. Steele-Dunne, Saeed Khabbazan, Vineet Kumar, and Jasmeet Judge


A Structural Equation Modeling Approach to Disentangling Regional-Scale Landscape Dynamics in Ghana

Julie A. Peeling, Aditya Singh, and Jasmeet Judge


PyLUSAT: An open-source Python toolkit for GIS-based land use suitability analysis

Changjie Chen, Jasmeet Judge, and David Hulse


The influence of surface canopy water on the relationship between L-band backscatter and biophysical variables in agricultural monitoring

S. Khabbazan, S.C. Steele-Dunne, P. Vermunt, J. Judge, M. Vreugdenhil, G. Gao


Understanding root-zone soil moisture in agricultural regions of Central Mexico using the ensemble Kalman filter, satellite-derived information, and the THEXMEX-18 dataset

Héctor Ernesto Huerta-Bátiz, Daniel Enrique Constantino-Recillas, Alejandro Monsiváis-Huertero, Juan Carlos Hernández-Sánchez, Jasmeet Judge, and Ramón Sidonio Aparicio-García


Archives


  • 2021 Archive

    Domain-Guided Machine Learning for Remotely Sensed In-Season Crop Growth Estimation

    George Worrall, Anand Rangarajan, and Jasmeet Judge


    Impact of vegetation water content information on soil moisture retrievals in agricultural regions: An analysis based on the SMAPVEX16-MicroWEX dataset

    Jasmeet Judge, Pang-Wei Liu, Alejandro Monsiv´ais-Huertero, Tara Bongiovanni, Subit Chakrabarti, Susan C. Steele-Dunne, Daniel Preston, Samantha Allen, Jaime Polo Bermejo, Patrick Rush

  • 2020 Archive

    Response of Subdaily L-Band Backscatter to Internal and Surface Canopy Water Dynamics

    Paul C. Vermunt , Saeed Khabbazan, Susan C. Steele-Dunne, Jasmeet Judge, Alejandro Monsivais-Huertero, Leila Guerriero, and Pang-Wei Liu


    A model of crop diversification under labor shocks

    Allegra A. Beal Cohen, Jasmeet Judge, Rachata Muneepeerakul, Anand Rangarajan, Zhengfei Guan


    High-Resolution Inundation Mapping for Heterogeneous Land Covers with Synthetic Aperture Radar and Terrain Data

    Fernando Aristizabal, Jasmeet Judge, and Alejandro Monsivais-Huertero

  • 2019 Archive

    Optimizing irrigation and nitrogen requirements for maize through empirical modeling in semi-arid environment

    Ishfaq Ahmad, Syed Aftab Wajid, Ashfaq Ahmad, Muhammad Jehanzeb Masud Cheema, and Jasmeet Judge


    Modeling postharvest loss and water and energy use in Florida tomato operations

    Ratna G. Suthar, Jorge I. Barrera, Jasmeet Judge, Jeffrey K. Brecht, William Pelletier, Rachata Muneepeerakul


    Remotely sensed vegetation index and LAI for parameter determination of the CSM-CROPGRO-Soybean model when in situ data are not available

    Jonathan Richetti, Kenneth J. Boote, Gerrit Hoogenboom, Jasmeet Judge, Jerry A. Johann, Miguel A. Uribe-Opazo

  • 2018 Archive

    Phenology-Based Backscattering Model for Corn at L-Band

    Alejandro Monsivais-Huertero, Pang-Wei Liu, and Jasmeet Judge


    Assessing the impact of climate variability on maize using simulation modeling under semi-arid environment of Punjab, Pakistan

    Ishfaq Ahmed, Muhammad Habib ur Rahman, Shakeel Ahmed, Jamshad Hussain, Asmat Ullah, and Jasmeet Judge


    Assessing the Impact of Thermo-temporal Changes on the Productivity of Spring Maize under Semi-arid Environment

    Ishfaq Ahmad, Syed Aftab Wajid, Ashfaq Ahmad, Muhammad Jehanzeb Masud Cheema, and Jasmeet Judge


    Yield Forecasting of Spring Maize Using Remote Sensing and Crop Modeling in Faisalabad-Punjab Pakistan

    Ishfaq Ahmad, Umer Saeed, Muhammad Fahad, Asmat Ullah, M. Habib ur Rahman, Ashfaq Ahmad, and Jasmeet Judge


    Using phenology-based enhanced vegetation index and machine learning for soybean yield estimation in Paraná State, Brazil

    Jonathan Richetti, Jasmeet Judge, Kenneth Jay Boote, Jerry Adriani Johann, Miguel Angel Uribe-Opazo, Willyan Ronaldo Becker, Alex Paludo, Laíza Cavalcante de Albuquerque Silva


    The impact of non-isothermal soil moisture transport on evaporation fluxes in a maize cropland

    Wei Shao, Miriam Coenders-Gerrits, Jasmeet Judge, Yijian Zeng, and Ye Su


    Spatial Scaling Using Temporal Correlations and Ensemble Learning to Obtain High-Resolution Soil Moisture

    Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, and Sanjay Ranka

  • 2017 Archive

    Dielectric Response of Corn Leaves to Water Stress

    Tim van Emmerik, Susan C. Steele-Dunne, Jasmeet Judge, and Nick van de Giesen


    Radar Remote Sensing of Agricultural Canopies: A Review

    Susan C. Steele-Dunne, Heather McNairn, Alejandro Monsivais-Huertero, Jasmeet Judge, Pang-Wei Liu, and Kostas Papathanassiou


    Utilizing Self-Regularized Regressive Models to Downscale Microwave Brightness Temperatures for Agricultural Land Covers in the SMAPVEX-12 Region

    Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, and Sanjay Ranka

  • 2016 Archive

    Dominant backscattering mechanisms at L-band during dynamic soil moisture conditions for sandy soils

    Pang-Wei Liu, Jasmeet Judge, Roger D. DeRoo, Anthony W. England, Tara Bongiovanni, Adam Luke


    Uncertainty in Soil Moisture Retrievals Using the SMAP Combined Active–Passive Algorithm for Growing Sweet Corn

    Pang-Wei Liu, Jasmeet Judge, Roger D. De Roo, Anthony W. England, and Tara Bongiovanni


    Assimilation of Active and Passive Microwave Observations for Improved Estimates of Soil Moisture and Crop Growth

    Pang-Wei Liu, Tara Bongiovanni, Alejandro Monsivais-Huertero, Jasmeet Judge, Susan Steele-Dunne, Rajat Bindlish, and Thomas J. Jackson


    Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models

    Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, and Sanjay Ranka


    Sensitivity of GNSS-R Spaceborne Observations to Soil Moisture and Vegetation

    Adriano Camps, Hyuk Park, Miriam Pablos, Giuseppe Foti, Christine P. Gommenginger, Pang-Wei Liu, and Jasmeet Judge


    Impact of Bias Correction Methods on Estimation of Soil Moisture When Assimilating Active and Passive Microwave Observations

    Alejandro Monsivais-Huertero, Jasmeet Judge, Susan Steele-Dunne, and Pang-Wei Liu

  • 2015 Archive

    Impact of Diurnal Variation in Vegetation Water Content on Radar Backscatter From Maize During Water Stress

    Tim van Emmerik, Susan C. Steele-Dunne, Jasmeet Judge, and Nick van de Giesen


    A particle batch smoother for soil moisture estimation using soil temperature observations

    Jianzhi Dong, Susan C. Steele-Dunne, Jasmeet Judge, Nick van de Giesen


    Downscaling Satellite-Based Soil Moisture in Heterogeneous Regions Using High-Resolution Remote Sensing Products and Information Theory: A Synthetic Study

    Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Karthik Nagarajan, and Jose C. Principe


    Downscaling Microwave Brightness Temperatures Using Self Regularized Regressive Models

    Subit Chakrabarti, Jasmeet Judge, Anand Rangarajan, and Sanjay Ranka

  • 2014 Archive

    Automated L-Band Radar System for Sensing Soil Moisture at High Temporal Resolution

    Karthik Nagarajan, Pang-Wei Liu, Roger DeRoo, Jasmeet Judge, Ruzbeh Akbar, Patrick Rush, Steven Feagle, Daniel Preston, and Robert Terwilleger


    Assimilation of SMOS Soil Moisture for Quantifying Drought Impacts on Crop Yield in Agricultural Regions

    Subit Chakrabarti, Tara Bongiovanni, Jasmeet Judge, Lincoln Zotarelli, and Cimelio Bayer

  • 2013 Archive

    Spatial Scaling and Variability of Soil Moisture Over Heterogeneous Land Cover and Dynamic Vegetation Conditions

    Karthik Nagarajan, and Jasmeet Judge


    Impact of Moisture Distribution Within the Sensing Depth on L- and C-Band Emission in Sandy Soils

    Pang-Wei Liu, Roger D. De Roo, Anthony W. England, and Jasmeet Judge


    Radio Frequencies: Policy and Management

    David R. DeBoer, Sandra L. Cruz-Pol, Michael M. Davis, Todd Gaier, Paul Feldman, Jasmeet Judge, Kenneth I. Kellermann, David G. Long, Loris Magnani, Darren S. McKague, Timothy J. Pearson, Alan E. E. Rogers, et al.

  • 2012 Archive

    Impact of Assimilating Passive Microwave Observations on Root-Zone Soil Moisture Under Dynamic Vegetation Conditions

    Karthik Nagarajan, Jasmeet Judge, Alejandro Monsivais-Huertero, and Wendy D. Graham

  • 2011 Archive

    Prediction of L-band signal attenuation in forests using 3D vegetation structure from airborne LiDAR

    Pang-Wei Liu, Heezin Lee, Jasmeet Judge, William C. Wright, and K. Clint Slatton


    Particle Filter-based assimilation algorithms for improved estimation of root-zone soil moisture under dynamic vegetation conditions

    Karthik Nagarajan, Jasmeet Judge, Wendy D. Graham, and Alejandro Monsivais-Huertero


    Comparison of Backscattering Models at L-Band for Growing Corn

    Alejandro Monsivais-Huertero and Jasmeet Judge

  • 2010 Archive

    Effect of simultaneous state–parameter estimation and forcing uncertainties on root-zone soil moisture for dynamic vegetation using EnKF

    Alejandro Monsivais-Huertero, Wendy D. Graham, Jasmeet Judge, and Divya Agrawal

  • 2009 Archive

    APPLYING GLUE FOR ESTIMATING CERES‐MAIZE GENETIC AND SOIL PARAMETERS FOR SWEET CORN PRODUCTION

    J. He, M. D. Dukes, J. W. Jones, W. D. Graham, and J. Judge

  • 2008 Archive

    Calibration of an integrated land surface process and radiobrightness (LSP/R) model during summertime

    Jasmeet Judge, Anthony W. England, John R. Metcalfe, David McNichol, and Barry E. Goodison


    Estimation of energy and moisture fluxes for dynamic vegetation using coupled SVAT and crop-growth models

    Joaquin J. Casanova and Jasmeet Judge

  • 2007 Archive

    Comparison of Calibration Techniques for Ground-Based C-Band Radiometers

    Kai-Jen C. Tien, Roger D. De Roo, Jasmeet Judge, and Hanh Pham


    MICROWAVE REMOTE SENSING OF SOIL WATER: RECENT ADVANCES AND ISSUES

    J. Judge


    Modeling Transmission of Microwaves Through Dynamic Vegetation

    Joaquin J. Casanova, Jasmeet Judge, and Miyoung Jang

  • 2006 Archive

    Intercomparison Study of the Land Surface Process Model and the Common Land Model for a Prairie Wetland in Florida

    B. Whitfield, J. M. Jacobs, and J. Judge


    CALIBRATION OF THE CERES-MAIZE MODEL FOR LINKAGE WITH A MICROWAVE REMOTE SENSING MODEL

    J. J. Casanova, J. Judge, and J. W. Jones


    SENSITIVITY OF PASSIVE MICROWAVE OBSERVATIONS TO SOIL MOISTURE FOR GROWING VEGETATION

    K. C. Tien and J. Judge

  • 2003 Archive

    Numerical validation of the land surface process component of an LSP/R model

    Jasmeet Judge, Linda M. Abriola, and Anthony W. England

  • 2002 Archive

    Development and numberical validation of a summertime land surface process and radiobrightness model

    Jasmeet Judge, Linda M. Abriola, and Anthony W. England

  • 1999 Archive

    A Growing Season Land Surface Process/Radiobrightness Model for Wheat-Stubble in the Southern Great Plains

    Jasmeet Judge, Anthony W. England, William L. Crosson, Charles A. Laymon, Brian K. Hornbuckle, David L. Boprie, Edward J. Kim, and Yuei-An Liou