Aaron Berg

33 papers C 8Journal 23Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Modelling near-surface ice content and midwinter melt events in mineral soils.
Environ. Model. Softw.
Élise G. Devoie, Renato Pardo Lara, Aaron Berg, William L. Quinton, James R. Craig
2025 J jnl
SMAP Validation Experiment 2019-2022 (SMAPVEX19-22): Field Campaign to Improve Soil Moisture and Vegetation Optical Depth Retrievals in Temperate Forests.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Andreas Colliander, Michael H. Cosh, Laura L. Bourgeau-Chavez, Victoria R. Kelly, Simon Kraatz, Paul Siqueira, Victoria A. Walker, Xingjian Chen, Alexandre Roy, Tarendra Lakhankar, Kyle C. McDonald, Nicholas Steiner, Mehmet Kurum, Seung-Bum Kim, Aaron Berg, Xiaolan Xu, Sidharth Misra, Mehmet Ogut, Cristina Vittucci, John S. Kimball, Dara Entekhabi, Simon H. Yueh
2025 J jnl
Trends and drivers of Arctic lake color change from Landsat time series.
Int. J. Appl. Earth Obs. Geoinformation
Qianyu Chang, Simon Zwieback, Aaron Berg
2024 J jnl
Evaluating soil moisture retrieval in Arctic and sub-Arctic environments using passive microwave satellite data.
Int. J. Digit. Earth
Juliette Ortet, Arnaud Mialon, Yann Kerr, Alain Royer, Aaron Berg, Julia Boike, Elyn Humphreys, François Gibon, Philippe Richaume, Simone Bircher-Adrot, Azza Gorrab, Alexandre Roy
2023 J jnl
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping.
Int. J. Appl. Earth Obs. Geoinformation
Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Laura L. Bourgeau-Chavez, Kevin Murnaghan, Ben DeVries, Aaron Berg
2022 C conf
A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes.
IGARSS
Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Ben DeVries, Aaron Berg
2022 J jnl
A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR.
Int. J. Digit. Earth
Zohreh Alijani, Julien Meloche, Alexander McLaren, John B. Lindsay, Alexandre Roy, Aaron Berg
2022 J jnl
Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions.
Remote. Sens.
Michael Allan Merchant, Mayah Obadia, Brian Brisco, Ben DeVries, Aaron Berg
2022 C conf
Development of SMAP Retrievals for Forested Regions: SMAPVEX19-22 and SMAPVEX22-Boreal.
IGARSS
Andreas Colliander, Michael H. Cosh, Aaron Berg, Sidharth Misra, Jaison Thomas Ambadan, Laura L. Bourgeau-Chavez, Vicky Kelly, Simon Kraatz, Paul Siqueira, Alexandre Roy, Warren Helgason, Ramata Magagi, Tarendra Lakhankar, Mehmet Ogut, Julian Chaubell, Scott Dunbar, Jay Famiglietti, Alexandra Georges Konings, Mehmet Kurum, Dara Entekhabi, Simon H. Yueh
2021 J jnl
Sensitivity of C-Band SAR Polarimetric Variables to the Directionality of Surface Roughness Parameters.
Remote. Sens.
Zohreh Alijani, John B. Lindsay, Mélanie Chabot, Tracy L. Rowlandson, Aaron Berg
2021 J jnl
Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived Topographic Attributes with Geographically Weighted Regression Models.
Remote. Sens.
Riley Eyre, John B. Lindsay, Ahmed Laamrani, Aaron Berg
2020 J jnl
Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques.
Remote. Sens.
Ahmed Laamrani, Pamela Joosse, Heather McNairn, Aaron Berg, Jennifer Hagerman, Kathryn Powell, Mark Berry
2020 J jnl
Parameterization of Vegetation Scattering Albedo in the Tau-Omega Model for Soil Moisture Retrieval on Croplands.
Remote. Sens.
Chang-Hwan Park, Thomas Jagdhuber, Andreas Colliander, Johan Lee, Aaron Berg, Michael H. Cosh, Seung-Bum Kim, Yoonjae Kim, Volker Wulfmeyer
2020 J jnl
Semi-Automated Roadside Image Data Collection for Characterization of Agricultural Land Management Practices.
Remote. Sens.
Neal Pilger, Aaron Berg, Pamela Joosse
2019 C conf
A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests.
IGARSS
Jane Whitcomb, David D. Bosch, Chandra D. Holifield Collins, John H. Prueger, Dara Entekhabi, Mahta Moghaddam, Daniel Clewley, Andreas Colliander, Michael H. Cosh, Jarrett Powers, Matthew Friesen, Heather McNairn, Aaron Berg
2019 J jnl
Impact of Soil Moisture Data Characteristics on the Sensitivity to Crop Yields Under Drought and Excess Moisture Conditions.
Remote. Sens.
Catherine Champagne, Jenelle White, Aaron Berg, Stephane Belair, Marco Carrera
2018 C conf
Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture.
IGARSS
Aaron Berg, Mitchell Krafczek, Daniel Clewley, Jane Whitcomb, Ruzbeh Akbar, Mahta Moghaddam, Heather McNairn
2018 J jnl
GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Rajat Bindlish, Michael H. Cosh, Thomas J. Jackson, Toshio Koike, Hideyuki Fujii, Steven Tsz K. Chan, Jun Asanuma, Aaron Berg, David D. Bosch, Todd Caldwell, Chandra D. Holifield Collins, Heather McNairn, José Martínez-Fernández, John H. Prueger, Tracy L. Rowlandson, Mark S. Seyfried, Patrick J. Starks, Marc Thibeault, Rogier van der Velde, Jeffrey P. Walker, Evan J. Coopersmith
2018 C conf
L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites.
IGARSS
Ying Gao, Andreas Colliander, Mariko S. Burgin, Jeffrey P. Walker, Chun-Sik Chae, Emmanuel P. Dinnat, Michael H. Cosh, Todd Caldwell, Aaron Berg, José Martínez-Fernández
2018 J jnl
Modelling the L-Band Snow-Covered Surface Emission in a Winter Canadian Prairie Environment.
Remote. Sens.
Alexandre Roy, Marion Leduc-Leballeur, Ghislain Picard, Alain Royer, Peter Toose, Chris Derksen, Juha Lemmetyinen, Aaron Berg, Tracy L. Rowlandson, Mike Schwank
2018 C conf
Use of L-Band Ground-Based Radiometers for Freeze/Thaw Retrieval in A Boreal Forest Site.
IGARSS
Alexandre Roy, Peter Toose, Alex Mavrovic, Christoforos Pappas, Aaron Berg, Tracy L. Rowlandson, Chris Derksen, Alain Royer, Mariam El-Amine, Warren Helgason, Alan Barr, Oliver Sonnentag
2017 J jnl
A Method for Upscaling In Situ Soil Moisture Measurements to Satellite Footprint Scale Using Random Forests.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Daniel Clewley, Jane Whitcomb, Ruzbeh Akbar, Agnelo R. Silva, Aaron Berg, Justin R. Adams, Todd Caldwell, Dara Entekhabi, Mahta Moghaddam
2017 J jnl
Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ahmed Elshamli, Graham W. Taylor, Aaron Berg, Shawki Areibi
2017 C conf
Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16.
IGARSS
Andreas Colliander, Thomas J. Jackson, Michael H. Cosh, Sidharth Misra, Rajat Bindlish, Jarrett Powers, Heather McNairn, Paul Bullock, Aaron Berg, Ramata Magagi, Peggy O'Neill, Simon Yueh
2017 J jnl
Spatial Variability of L-Band Brightness Temperature during Freeze/Thaw Events over a Prairie Environment.
Remote. Sens.
Alexandre Roy, Peter Toose, Chris Derksen, Tracy L. Rowlandson, Aaron Berg, Juha Lemmetyinen, Alain Royer, Erica Tetlock, Warren Helgason, Oliver Sonnentag
2017 J jnl
Surface Soil Moisture Retrieval Using the L-Band Synthetic Aperture Radar Onboard the Soil Moisture Active-Passive Satellite and Evaluation at Core Validation Sites.
IEEE Trans. Geosci. Remote. Sens.
Seung-Bum Kim, Jakob J. van Zyl, Joel T. Johnson, Mahta Moghaddam, Leung Tsang, Andreas Colliander, Roy Scott Dunbar, Thomas J. Jackson, Sermsak Jaruwatanadilok, Richard D. West, Aaron Berg, Todd Caldwell, Michael H. Cosh, David C. Goodrich, Stanley Livingston, Ernesto López-Baeza, Tracy L. Rowlandson, Marc Thibeault, Jeffrey P. Walker, Dara Entekhabi, Eni G. Njoku, Peggy E. O'Neill, Simon H. Yueh
2016 J jnl
Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes.
Int. J. Appl. Earth Obs. Geoinformation
Catherine Champagne, Tracy L. Rowlandson, Aaron Berg, Travis Burns, Jessika L'Heureux, Erica Tetlock, Justin R. Adams, Heather McNairn, Brenda Toth, Daniel Itenfisu
2015 J jnl
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms.
IEEE Trans. Geosci. Remote. Sens.
Heather McNairn, Thomas J. Jackson, Grant Wiseman, Stephane Belair, Aaron Berg, Paul Bullock, Andreas Colliander, Michael H. Cosh, Seung-Bum Kim, Ramata Magagi, Mahta Moghaddam, Eni G. Njoku, Justin R. Adams, Saeid Homayouni, Emmanuel Ojo, Tracy L. Rowlandson, Jiali Shang, Kalifa Goita, Mehdi Hosseini
2014 C conf
Evaluation of L-Band passive microwave soil moisture for Canada.
IGARSS
Catherine Champagne, Tracy L. Rowlandson, Aaron Berg, Travis Burns, Jessika L'Heureux, Justin R. Adams, Heather McNairn, Brenda Toth
2013 J jnl
Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results.
IEEE Trans. Geosci. Remote. Sens.
Ramata Magagi, Aaron Berg, Kalifa Goita, Stephane Belair, Thomas J. Jackson, Brenda Toth, Anne E. Walker, Heather McNairn, Peggy O'Neill, Mahta Moghaddam, Imen Gherboudj, Andreas Colliander, Michael H. Cosh, Mariko Burgin, Joshua B. Fisher, Seung-Bum Kim, Iliana Mladenova, Najib Djamai, Louis-Philippe Rousseau, Jon Belanger, Jiali Shang, Amine Merzouki
2012 J jnl
Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada.
IEEE Trans. Geosci. Remote. Sens.
Imen Gherboudj, Ramata Magagi, Kalifa Goita, Aaron Berg, Brenda Toth, Anne E. Walker
2009 — conf
Potentials of RADARSAT-2 Data to Monitor Freezing/Thawing Cycles over Agricultural Lands in Canada.
IGARSS (2)
Louis-Philippe Rousseau, Ramata Magagi, Robert Leconte, Aaron Berg, Brenda Toth
2009 — conf
Use of Radarsat-2 Images to Develop a Scaling Method of Soil Moisture over an Agricultural Area.
IGARSS (3)
Imen Gherboudj, Ramata Magagi, Aaron Berg, Brenda Toth