Aaron Berg

University of Guelph — Canada

Environmental Science · Physical Sciences

53h-index12.3kcitations333works2.02yr avg
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Research Topics

Soil Moisture and Remote Sensing(200), Climate change and permafrost(113), Cryospheric studies and observations(79), Precipitation Measurement and Analysis(66), Soil and Unsaturated Flow(56)

Publications333 total

Comment on egusphere-2025-3630
2026Open Access
Simultaneous Estimation of Soil Moisture and Soil Organic Matter from in situ Dielectric Measurements - Part 1: Optimal Estimation Strategy
SSRN Electronic Journal·2026Open Access
Simultaneous Estimation of Soil Moisture and Soil Organic Matter from in situ Dielectric - Part 2: Application of Optimal Estimation and Machine Learning Approaches
SSRN Electronic Journal·2026Open Access
A review of forward modelling and retrieval approaches for forest soil moisture and vegetation optical depth using L-band radiometry
Remote Sensing of Environment·2025Open Access
Modelling near-surface ice content and midwinter melt events in mineral soils
Environmental Modelling & Software·2025Open Access
Trends and drivers of Arctic lake color change from Landsat time series
International Journal of Applied Earth Observation and Geoinformation·2025Open Access
Challenges and Limitations in Comparing Satellite Microwave Vegetation Optical Depth (VOD) Against in-Situ Tree Hydraulics in the Canadian Boreal Forest
Canadian Journal of Remote Sensing·2025Open Access
Retrieving water surface elevation over arctic thermokarst lakes using ICESat-2 and Sentinel-3 alti metry data
Remote Sensing Applications Society and Environment·2025
Satellite-Based Extension of the Soil Freezing Curve Paradigm: Detecting Extrinsic Freeze/Thaw Thresholds with SMAP in Mid-Latitudinal Agricultural Fields
2025Open Access
Automated Semantic Segmentation of Arctic Surface Water Features with Very-High Resolution Satellite X-Band Radar Imagery and U-Net Deep Learning
Canadian Journal of Remote Sensing·2025Open Access
Improving Seasonally Frozen Ground Monitoring Using Soil Freezing Characteristic Curve in Permittivity–Temperature Space
2025Open Access
Supplementary material to "Improving Seasonally Frozen Ground Monitoring Using Soil Freezing Characteristic Curve in Permittivity–Temperature Space"
2025Open Access
The Predictive Skill of a Remote Sensing-Based Machine Learning Model for Ice Wedge and Visible Ground Ice Identification in Western Arctic Canada
Remote Sensing·2025Open Access
Impact of L-band Vegetation Optical Depth Temporal Variation on Soil Moisture Retrieval
2025Open Access
Post-hoc Evaluation of Sample Size in a Regional Digital Soil Mapping Project
Land·2025Open Access
The Core-Self Betrayed
2025
Soil Moisture Active/Passive Validation Experiment Within the Canadian Boreal Forest in 2022 (SMAPVEX22-Boreal)
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 3 citedOpen Access
Simultaneous Estimation of Soil Moisture and Soil Organic Matter from Dielectric Measurements - Part 1: Optimal Estimation Strategy
SSRN Electronic Journal·2025Open Access
SMAP Validation Experiment 2019–2022 (SMAPVEX19–22): Field Campaign to Improve Soil Moisture and Vegetation Optical Depth Retrievals in Temperate Forests
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing·2025· 9 citedOpen Access
Land Cover Classification and Change Detection Using Large Language Models: A Novel Benchmark Study for Remote Sensing Applications
SSRN Electronic Journal·2025Open Access
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Frequent Co-authors

Michael H. Cosh(19), Andreas Colliander(17), Heather McNairn(16), Jeffrey P. Walker(15), Thomas J. Jackson(14), Todd G. Caldwell(14), Tracy Rowlandson(12), David D. Bosch(11), M. Thibeault(11), Peggy O’Neill(11), Patrick J. Starks(10), Simon Yueh(10), Rajat Bindlish(9), Dara Entekhabi(9), Wade T. Crow(8), José Martínez‐Fernández(8), Mahta Moghaddam(8), M. S. Seyfried(8), S. Chan(7), R. S. Dunbar(7)