Use of Radarsat-2 Images to Develop a Scaling Method of Soil Moisture over an Agricultural Area. - Imen Gherboudj; Ramata Magagi; Aaron Berg; Brenda Toth (IGARSS (3), 2009)

Potentials of RADARSAT-2 Data to Monitor Freezing/Thawing Cycles over Agricultural Lands in Canada. - Louis-Philippe Rousseau; Ramata Magagi; Robert Leconte; Aaron Berg; Brenda Toth (IGARSS (2), 2009)

Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada. - Imen Gherboudj; Ramata Magagi; Kalifa Goita; Aaron Berg; Brenda Toth; Anne E. Walker (IEEE Trans. Geosci. Remote. Sens., 2012)

Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results. - 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; et al. (IEEE Trans. Geosci. Remote. Sens., 2013)

Evaluation of L-Band passive microwave soil moisture for Canada. - Catherine Champagne; Tracy L. Rowlandson; Aaron Berg; Travis Burns; Jessika L'Heureux; Justin R. Adams; Heather McNairn; Brenda Toth (IGARSS, 2014)

The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms. - 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; et al. (IEEE Trans. Geosci. Remote. Sens., 2015)

Development and validation of the GCOM-W AMSR2 soil moisture product. - Rajat Bindlish; Thomas J. Jackson; Michael H. Cosh; Sushil Milak; Eni G. Njoku; Steven Tsz K. Chan; Mariko Burgin; Todd Caldwell; Aaron A. Berg; Heather McNairn; Jeffrey P. Walker; Yijian Zeng; et al. (IGARSS, 2016)

Surface soil moisture retrieval using L-band SMAP SAR data and its validation. - 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 A. Berg; Todd Caldwell; et al. (IGARSS, 2016)

Evaluation of the validated Soil Moisture product from the SMAP radiometer. - Peggy E. O'Neill; Steven Tsz K. Chan; Andreas Colliander; Roy Scott Dunbar; Eni G. Njoku; Rajat Bindlish; Fan Chen 004; Thomas J. Jackson; Mariko Burgin; Jeffrey Piepmeier; Simon Yueh; Dara Entekhabi; et al. (IGARSS, 2016)

Analysis of L-Band brightness temperatures response to freeze/thaw in two prairie environments from surface-based radiometer measurements. - Alexandre Roy; Peter Toose; Chris Derksen; Alain Royer; Alex Mavrovic; Aaron A. Berg; Lauren Arnold; Matthew Willamson; Tracy L. Rowlandson; Juha Lemmetyinen; Alexandre Langlois; Erica Tetlock; et al. (IGARSS, 2016)

Method for upscaling in-situ soil moisture measurements for calibration and validation of smap soil moisture products. - Jane Whitcomb; Daniel Clewley; Ruzbeh Akbar; Agnelo R. Silva; Aaron A. Berg; Justin R. Adams; Mahta Moghaddam (IGARSS, 2016)

Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes. - Catherine Champagne; Tracy L. Rowlandson; Aaron Berg; Travis Burns; Jessika L'Heureux; Erica Tetlock; Justin R. Adams; Heather McNairn; Brenda Toth; Daniel Itenfisu (Int. J. Appl. Earth Obs. Geoinformation, 2016)

Impact of sub-pixel heterogeneity on modelled brightness temperature for an agricultural region. - Swapan Kumar Roy; Tracy L. Rowlandson; Aaron A. Berg; Catherine Champagne; Justin R. Adams (Int. J. Appl. Earth Obs. Geoinformation, 2016)

DEM Fusion using a modified k-means clustering algorithm. - Colleen E. Fuss; Aaron A. Berg; John B. Lindsay (Int. J. Digit. Earth, 2016)

Assessment of the SMAP Passive Soil Moisture Product. - Steven Tsz K. Chan; Rajat Bindlish; Peggy E. O'Neill; Eni G. Njoku; Thomas J. Jackson; Andreas Colliander; Fan Chen 004; Mariko Burgin; Roy Scott Dunbar; Jeffrey Piepmeier; Simon Yueh; Dara Entekhabi; et al. (IEEE Trans. Geosci. Remote. Sens., 2016)

AMSR2 soil moisture product validation. - Rajat Bindlish; Thomas J. Jackson; Michael H. Cosh; Toshio Koike; X. Fuiji; Richard de Jeu; Steven Tsz K. Chan; Jun Asanuma; Aaron A. Berg; David D. Bosch; Todd Caldwell; C. Holyfield Collins; et al. (IGARSS, 2017)

Development and validation of the SMAP enhanced passive soil moisture product. - Steven Tsz K. Chan; Rajat Bindlish; Peggy O'Neill; Thomas J. Jackson; Julian Chaubell; Jeffrey Piepmeier; Roy Scott Dunbar; Andreas Colliander; Fan Chen 004; Dara Entekhabi; Simon Yueh; Michael H. Cosh; et al. (IGARSS, 2017)

Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16. - 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 (IGARSS, 2017)

Assessment of version 4 of the SMAP passive soil moisture standard product. - Peggy O'Neill; Steven Tsz K. Chan; Rajat Bindlish; Thomas J. Jackson; Andreas Colliander; Roy Scott Dunbar; Fan Chen 004; Jeffrey Piepmeier; Simon Yueh; Dara Entekhabi; Michael H. Cosh; Todd Caldwell; et al. (IGARSS, 2017)

Spatial Variability of L-Band Brightness Temperature during Freeze/Thaw Events over a Prairie Environment. - Alexandre Roy; Peter Toose; Chris Derksen; Tracy L. Rowlandson; Aaron Berg; Juha Lemmetyinen; Alain Royer; Erica Tetlock; Warren Helgason; Oliver Sonnentag (Remote. Sens., 2017)

A Method for Upscaling In Situ Soil Moisture Measurements to Satellite Footprint Scale Using Random Forests. - Daniel Clewley; Jane Whitcomb; Ruzbeh Akbar; Agnelo R. Silva; Aaron Berg; Justin R. Adams; Todd Caldwell; Dara Entekhabi; Mahta Moghaddam (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images. - Ahmed Elshamli; Graham W. Taylor; Aaron Berg; Shawki Areibi (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Characterization of the Spatial Variability of In-Situ Soil Moisture Measurements for Upscaling at the Spatial Resolution of RADARSAT-2. - Imen Gherboudj; Ramata Magagi; Aaron A. Berg; Brenda Toth (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Contributions of C-Band SAR Data and Polarimetric Decompositions to Subarctic Boreal Peatland Mapping. - Michael Allan Merchant; Justin R. Adams; Aaron A. Berg; Jennifer L. Baltzer; William L. Quinton; Laura E. Chasmer (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Surface Soil Moisture Retrieval Using the L-Band Synthetic Aperture Radar Onboard the Soil Moisture Active-Passive Satellite and Evaluation at Core Validation Sites. - 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; et al. (IEEE Trans. Geosci. Remote. Sens., 2017)

A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter. - Jeffrey D. Ouellette; Joel T. Johnson; Anna Balenzano; Francesco Mattia; Giuseppe Satalino; Seung-Bum Kim; Roy Scott Dunbar; Andreas Colliander; Michael H. Cosh; Todd G. Caldwell; Jeffrey P. Walker; Aaron A. Berg (IEEE Trans. Geosci. Remote. Sens., 2017)

Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture. - Aaron Berg; Mitchell Krafczek; Daniel Clewley; Jane Whitcomb; Ruzbeh Akbar; Mahta Moghaddam; Heather McNairn (IGARSS, 2018)

L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites. - Ying Gao 002; Andreas Colliander; Mariko S. Burgin; Jeffrey P. Walker; Chun-Sik Chae; Emmanuel P. Dinnat; Michael H. Cosh; Todd Caldwell; Aaron Berg; José Martínez-Fernández (IGARSS, 2018)

Analysis of Soil Freeze/Thaw Signatures During Slapex F/T Campaign. - Edward Kim 001; Tracy L. Rowlandson; Aaron A. Berg; Alexandre Roy; Renato Pardo Lara; Jarrett Powers; Paul R. Houser; Kyle McDonald; Peter Toose; Albert Wu; Eugenia DeMarco; Chris Derksen; et al. (IGARSS, 2018)

Use of L-Band Ground-Based Radiometers for Freeze/Thaw Retrieval in A Boreal Forest Site. - 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 (IGARSS, 2018)

Modelling the L-Band Snow-Covered Surface Emission in a Winter Canadian Prairie Environment. - Alexandre Roy; Marion Leduc-Leballeur; Ghislain Picard; Alain Royer; Peter Toose; Chris Derksen; Juha Lemmetyinen; Aaron Berg; Tracy L. Rowlandson; Mike Schwank (Remote. Sens., 2018)

Using a Mobile Device "App" and Proximal Remote Sensing Technologies to Assess Soil Cover Fractions on Agricultural Fields. - Ahmed Laamrani; Renato Pardo Lara; Aaron A. Berg; Dave Branson; Pamela Joosse (Sensors, 2018)

GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites. - 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; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Seasonal Dependence of SMAP Radiometer-Based Soil Moisture Performance as Observed Over Core Validation Sites. - Andreas Colliander; Heather McNairn; Marc Thibeault; José Martínez-Fernández; Karsten H. Jensen; Jun Asanuma; Mark S. Seyfried; David D. Bosch; Patrick J. Starks; Chandra D. Holifield Collins; John H. Prueger; Thomas J. Jackson; et al. (IGARSS, 2019)

A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests. - 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; et al. (IGARSS, 2019)

Impact of Soil Moisture Data Characteristics on the Sensitivity to Crop Yields Under Drought and Excess Moisture Conditions. - Catherine Champagne; Jenelle White; Aaron Berg; Stephane Belair; Marco Carrera (Remote. Sens., 2019)

Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada. - Ahmed Laamrani; Aaron A. Berg; Paul R. Voroney; Hannes Feilhauer; Line Blackburn; Michael March; Phuong D. Dao; Yuhong He; Ralph C. Martin (Remote. Sens., 2019)

An Analysis of Ground-Point Classifiers for Terrestrial LiDAR. - Kevin C. Roberts; John B. Lindsay; Aaron A. Berg (Remote. Sens., 2019)

Fine-Scale SAR Soil Moisture Estimation in the Subarctic Tundra. - Simon Zwieback; Aaron A. Berg (IEEE Trans. Geosci. Remote. Sens., 2019)

Improving crop yield forecasts with satellite-based soil moisture estimates: An example for township level canola yield forecasts over the Canadian Prairies. - Jenelle White; Aaron A. Berg; Catherine Champagne; Yinsuo Zhang; Aston Chipanshi; Bahram Daneshfar (Int. J. Appl. Earth Obs. Geoinformation, 2020)

Satellite-Observed Soil Moisture as an Indicator of Wildfire Risk. - Jaison Thomas Ambadan; Matilda Oja; Ze'ev Gedalof; Aaron A. Berg (Remote. Sens., 2020)

Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques. - Ahmed Laamrani; Pamela Joosse; Heather McNairn; Aaron Berg; Jennifer Hagerman; Kathryn Powell; Mark Berry (Remote. Sens., 2020)

Comparing the Assimilation of SMOS Brightness Temperatures and Soil Moisture Products on Hydrological Simulation in the Canadian Land Surface Scheme. - Manoj K. Nambiar 002; Jaison Thomas Ambadan; Tracy L. Rowlandson; Paul Bartlett; Erica Tetlock; Aaron A. Berg (Remote. Sens., 2020)

Parameterization of Vegetation Scattering Albedo in the Tau-Omega Model for Soil Moisture Retrieval on Croplands. - Chang-Hwan Park; Thomas Jagdhuber; Andreas Colliander; Johan Lee; Aaron Berg; Michael H. Cosh; Seung-Bum Kim; Yoonjae Kim; Volker Wulfmeyer (Remote. Sens., 2020)

Semi-Automated Roadside Image Data Collection for Characterization of Agricultural Land Management Practices. - Neal Pilger; Aaron Berg; Pamela Joosse (Remote. Sens., 2020)

Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of In Situ Sensors and Random Forests. - Jane Whitcomb; Daniel Clewley; Andreas Colliander; Michael H. Cosh; Jarrett Powers; Matthew Friesen; Heather McNairn; Aaron A. Berg; David D. Bosch; Alisa Coffin; Chandra D. Holifield Collins; John H. Prueger; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Improved SMAP Dual-Channel Algorithm for the Retrieval of Soil Moisture. - Mario Julian Chaubell; Simon H. Yueh; Roy Scott Dunbar; Andreas Colliander; Fan Chen 004; Steven Tsz K. Chan; Dara Entekhabi; Rajat Bindlish; Peggy E. O'Neill; Jun Asanuma; Aaron A. Berg; David D. Bosch; et al. (IEEE Trans. Geosci. Remote. Sens., 2020)

Sensitivity of C-Band SAR Polarimetric Variables to the Directionality of Surface Roughness Parameters. - Zohreh Alijani; John B. Lindsay; Mélanie Chabot; Tracy L. Rowlandson; Aaron Berg (Remote. Sens., 2021)

Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived Topographic Attributes with Geographically Weighted Regression Models. - Riley Eyre; John B. Lindsay; Ahmed Laamrani; Aaron Berg (Remote. Sens., 2021)

Development of SMAP Retrievals for Forested Regions: SMAPVEX19-22 and SMAPVEX22-Boreal. - 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; et al. (IGARSS, 2022)

A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes. - Michael Allan Merchant; Brian Brisco; Masoud MahdianPari; Jean Granger; Fariba Mohammadimanesh; Ben DeVries; Aaron Berg (IGARSS, 2022)

The Impact of In Situ Probe Orientation on SMAP Validation Statistics. - Aaron A. Berg; Jaison Thomas Ambadan; Andreas Colliander; Heather McNairn; Jarrett Powers; Erica Tetlock (IEEE Geosci. Remote. Sens. Lett., 2022)

An Extensive Field-Scale Dataset of Topsoil Organic Carbon Content Aimed to Assess Remote Sensed Datasets and Data-Derived Products from Modeling Approaches. - Ahmed Laamrani; Paul R. Voroney; Daniel D. Saurette; Aaron A. Berg; Line Blackburn; Adam W. Gillespie; Ralph C. Martin (Remote. Sens., 2022)

Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions. - Michael Allan Merchant; Mayah Obadia; Brian Brisco; Ben DeVries; Aaron Berg (Remote. Sens., 2022)

Regularized Dual-Channel Algorithm for the Retrieval of Soil Moisture and Vegetation Optical Depth From SMAP Measurements. - Julian Chaubell; Simon Yueh; Roy Scott Dunbar; Andreas Colliander; Dara Entekhabi; Steven Chan 001; Fan Chen 004; Xiaolan Xu; Rajat Bindlish; Peggy O'Neill; Jun Asanuma; Aaron A. Berg; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Validation of Soil Moisture Data Products From the NASA SMAP Mission. - Andreas Colliander; Rolf H. Reichle; Wade T. Crow; Michael H. Cosh; Fan Chen 004; Steven Chan 001; Narendra Narayan Das; Rajat Bindlish; Julian Chaubell; Seung-Bum Kim; Qing Liu 023; Peggy E. O'Neill; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Evaluation of SMAP Soil Moisture Retrieval Accuracy Over a Boreal Forest Region. - Jaison Thomas Ambadan; Heather C. MacRae; Andreas Colliander; Erica Tetlock; Warren Helgason; Ze'ev Gedalof; Aaron A. Berg (IEEE Trans. Geosci. Remote. Sens., 2022)

A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR. - Zohreh Alijani; Julien Meloche; Alexander McLaren; John B. Lindsay; Alexandre Roy; Aaron Berg (Int. J. Digit. Earth, 2022)

Performance of SMOS Soil Moisture Products Over Core Validation Sites. - Andreas Colliander; Yann Kerr; Jean-Pierre Wigneron; A. Al-Yaari; Nemesio Rodriguez-Fernandez; Xiaojun Li 003; Julian Chaubell; Philippe Richaume; Arnaud Mialon; Jun Asanuma; Aaron A. Berg; David D. Bosch; et al. (IEEE Geosci. Remote. Sens. Lett., 2023)

Leveraging google earth engine cloud computing for large-scale arctic wetland mapping. - Michael Allan Merchant; Brian Brisco; Masoud MahdianPari; Laura L. Bourgeau-Chavez; Kevin Murnaghan; Ben DeVries; Aaron Berg (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Evaluating soil moisture retrieval in Arctic and sub-Arctic environments using passive microwave satellite data. - 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 (Int. J. Digit. Earth, 2024)