Aaron Berg

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 24

Top Topics

Surface Roughness

Top Venues

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

IEEE Trans. Geosci. Remote. Sens.

Publications

Michael A. Merchant, Brian Brisco, Masoud MahdianPari, Laura L. Bourgeau-Chavez, Kevin Murnaghan, Ben DeVries, Aaron Berg
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Zohreh Alijani, Julien Meloche, Alexander McLaren, John B. Lindsay, Alexandre Roy, Aaron Berg
A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR. Int. J. Digit. Earth 15 (1) (2022)
Michael A. Merchant, Brian Brisco, Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Ben DeVries, Aaron Berg
A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes. IGARSS (2022)
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
Development of SMAP Retrievals for Forested Regions: SMAPVEX19-22 and SMAPVEX22-Boreal. IGARSS (2022)
Michael A. Merchant, Mayah Obadia, Brian Brisco, Ben DeVries, Aaron Berg
Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions. Remote. Sens. 14 (5) (2022)
Zohreh Alijani, John B. Lindsay, Mélanie Chabot, Tracy L. Rowlandson, Aaron Berg
Sensitivity of C-Band SAR Polarimetric Variables to the Directionality of Surface Roughness Parameters. Remote. Sens. 13 (11) (2021)
Riley Eyre, John B. Lindsay, Ahmed Laamrani, Aaron Berg
Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived Topographic Attributes with Geographically Weighted Regression Models. Remote. Sens. 13 (20) (2021)
Neal Pilger, Aaron Berg, Pamela Joosse
Semi-Automated Roadside Image Data Collection for Characterization of Agricultural Land Management Practices. Remote. Sens. 12 (14) (2020)
Chang-Hwan Park, Thomas Jagdhuber, Andreas Colliander, Johan Lee, Aaron Berg, Michael H. Cosh, Seung-Bum Kim, Yoonjae Kim, Volker Wulfmeyer
Parameterization of Vegetation Scattering Albedo in the Tau-Omega Model for Soil Moisture Retrieval on Croplands. Remote. Sens. 12 (18) (2020)
Ahmed Laamrani, Pamela Joosse, Heather McNairn, Aaron Berg, Jennifer Hagerman, Kathryn Powell, Mark Berry
Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques. Remote. Sens. 12 (9) (2020)
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
A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests. IGARSS (2019)
Catherine Champagne, Jenelle White, Aaron Berg, Stephane Belair, Marco Carrera
Impact of Soil Moisture Data Characteristics on the Sensitivity to Crop Yields Under Drought and Excess Moisture Conditions. Remote. Sens. 11 (4) (2019)
Aaron Berg, Mitchell Krafczek, Daniel Clewley, Jane Whitcomb, Ruzbeh Akbar, Mahta Moghaddam, Heather McNairn
Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture. IGARSS (2018)
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
Use of L-Band Ground-Based Radiometers for Freeze/Thaw Retrieval in A Boreal Forest Site. IGARSS (2018)
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
L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites. IGARSS (2018)
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
GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (1) (2018)
Alexandre Roy, Marion Leduc-Leballeur, Ghislain Picard, Alain Royer, Peter Toose, Chris Derksen, Juha Lemmetyinen, Aaron Berg, Tracy L. Rowlandson, Mike Schwank
Modelling the L-Band Snow-Covered Surface Emission in a Winter Canadian Prairie Environment. Remote. Sens. 10 (9) (2018)
Ahmed Elshamli, Graham W. Taylor, Aaron Berg, Shawki Areibi
Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (9) (2017)
Alexandre Roy, Peter Toose, Chris Derksen, Tracy L. Rowlandson, Aaron Berg, Juha Lemmetyinen, Alain Royer, Erica Tetlock, Warren Helgason, Oliver Sonnentag
Spatial Variability of L-Band Brightness Temperature during Freeze/Thaw Events over a Prairie Environment. Remote. Sens. 9 (9) (2017)
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
Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16. IGARSS (2017)
Daniel Clewley, Jane Whitcomb, Ruzbeh Akbar, Agnelo R. Silva, Aaron Berg, Justin R. Adams, Todd Caldwell, Dara Entekhabi, Mahta Moghaddam
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. 10 (6) (2017)
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
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. 55 (4) (2017)
Catherine Champagne, Tracy L. Rowlandson, Aaron Berg, Travis Burns, Jessika L'Heureux, Erica Tetlock, Justin R. Adams, Heather McNairn, Brenda Toth, Daniel Itenfisu
Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes. Int. J. Appl. Earth Obs. Geoinformation 45 (2016)
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
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms. IEEE Trans. Geosci. Remote. Sens. 53 (5) (2015)
Catherine Champagne, Tracy L. Rowlandson, Aaron Berg, Travis Burns, Jessika L'Heureux, Justin R. Adams, Heather McNairn, Brenda Toth
Evaluation of L-Band passive microwave soil moisture for Canada. IGARSS (2014)
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
Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results. IEEE Trans. Geosci. Remote. Sens. 51 (1) (2013)
Imen Gherboudj, Ramata Magagi, Kalifa Goita, Aaron Berg, Brenda Toth, Anne E. Walker
Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada. IEEE Trans. Geosci. Remote. Sens. 50 (5-1) (2012)
Imen Gherboudj, Ramata Magagi, Aaron Berg, Brenda Toth
Use of Radarsat-2 Images to Develop a Scaling Method of Soil Moisture over an Agricultural Area. IGARSS (3) (2009)
Louis-Philippe Rousseau, Ramata Magagi, Robert Leconte, Aaron Berg, Brenda Toth
Potentials of RADARSAT-2 Data to Monitor Freezing/Thawing Cycles over Agricultural Lands in Canada. IGARSS (2) (2009)