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A

Aaron Berg

university of guelph

53H-index
334Paper Count
1.2WCitation Count
Published Papers 104
Publication Date
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Forest Soil Moisture Monitoring Using L-Band Passive Microwave and Machine Learning
errRemote Sensing
IF4.1
err2026-06-15
err0
errOAAI
errRouhollah Esmaeilisarteshnizi; Ramata Magagi; Samuel Foucher; Aaron Berg; Andreas Colliander
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errSave
In situ monitoring of seasonally frozen ground using soil freezing characteristic curve in permittivity–temperature space
errThe Cryosphere
IF4.2
err2026-04-03
err0
errOAAI
errHesam Salmabadi; Renato Pardo Lara; Aaron Berg; Alex Mavrovic; Chelene Hanes; Benoit Montpetit; Alexandre Roy
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errSave
Automated Semantic Segmentation of Arctic Surface Water Features with Very-High Resolution Satellite X-Band Radar Imagery and U-Net Deep Learning
errCanadian Journal of Remote Sensing
IF2.1
err2025-12-31
err2
PREAI
errMerchant, Michael Allan; Mahdianpari, Masoud; Bourgeau-Chavez, Laura; DeVries, Ben; Berg, Aaron
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errSave
Challenges and Limitations in Comparing Satellite Microwave Vegetation Optical Depth (VOD) Against in-Situ Tree Hydraulics in the Canadian Boreal Forest
errCanadian Journal of Remote Sensing
IF2.1
err2025-12-31
err0
PREAI
errGorrab, Azza; Sonnentag, Oliver; Mialon, Arnaud; Hadiwijaya, Bram; Roy, Camille; Berg, Aaron; Ortet, Juliette; Umair, Muhammad; Roy, Alexandre
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errSave
A review of forward modelling and retrieval approaches for forest soil moisture and vegetation optical depth using L-band radiometry
errRemote Sensing of Environment
IF11.4
err2025-12-15
err0
errOAAI
errAndreas Colliander; Mike Schwank; Yiwen Zhou; Mehmet Kurum; Cristina Vittucci; Leung Tsang; Alex Roy; Aaron Berg
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errSave
Modelling near-surface ice content and midwinter melt events in mineral soils
errEnvironmental Modelling & Software
IF4.6
err2025-12-05
err0
PREAI
errÉlise G. Devoie; Renato Pardo Lara; Aaron Berg; William L. Quinton; James R. Craig
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errSave
Trends and drivers of Arctic lake color change from Landsat time series
errInternational Journal of Applied Earth Observation and Geoinformation
IF8.6
err2025-11-12
err0
errOAAI
errQianyu Chang (常浅予); Simon Zwieback; Aaron Berg
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errSave
Retrieving water surface elevation over Arctic thermokarst lakes using ICESat-2 and Sentinel-3 Altimetry data
errRemote Sensing Applications: Society and Environment
IF0
err2025-10-10
err0
PREAI
errShamsudeen Yekeen; Ben DeVries; Aaron Berg; Philip Marsh
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errSave
The Predictive Skill of a Remote Sensing-Based Machine Learning Model for Ice Wedge and Visible Ground Ice Identification in Western Arctic Canada
errREMOTE SENSING
IF4.1
err2025-04-01
err0
errOAAI
errChang, Qianyu; Zwieback, Simon; Berg, Aaron A.
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errSave
Post-hoc Evaluation of Sample Size in a Regional Digital Soil Mapping Project
errLAND
IF3.2
err2025-03-05
err0
errOAAI
errSaurette, Daniel D.; Heck, Richard J.; Gillespie, Adam W.; Berg, Aaron A.; Biswas, Asim
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errSave
Evaluating soil moisture retrieval in Arctic and sub-Arctic environments using passive microwave satellite data
errINTERNATIONAL JOURNAL OF DIGITAL EARTH
IF4.9
err2024-08-04
err1
errOAAI
errOrtet, Juliette; Mialon, Arnaud; Kerr, Yann; Royer, Alain; Berg, Aaron; Boike, Julia; Humphreys, Elyn; Gibon, Francois; Richaume, Philippe; Bircher-Adrot, Simone; Gorrab, Azza; Roy, Alexandre
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errSave
Retrieving forest soil moisture from SMAP observations considering a microwave polarization difference index (MPDI) to τ-ω model
errSCIENCE OF REMOTE SENSING
IF5.2
err2024-06-01
err1
errOAAI
errPark, Chang-Hwan; Jagdhuber, Thomas; Colliander, Andreas; Berg, Aaron; Cosh, Michael H.; Lee, Johan; Boo, Kyung-On
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errSave
From drought hazard to risk: A spring wheat vulnerability assessment in the Canadian Prairies
errAGRICULTURAL AND FOREST METEOROLOGY
IF5.7
err2024-06-01
err1
errOAAI
errMardian, Jacob; Champagne, Catherine; Bonsal, Barrie; Daneshfar, Bahram; Berg, Aaron
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errSave
Arctic ice-wedge landscape mapping by CNN using a fusion of Radarsat constellation Mission and ArcticDEM
errREMOTE SENSING OF ENVIRONMENT
IF11.4
err2024-04-01
err2
PREAI
errMerchant, Michael; Bourgeau-Chavez, Laura; Mahdianpari, Masoud; Brisco, Brian; Obadia, Mayah; DeVries, Ben; Berg, Aaron
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errSave
Sample Size Optimization for Digital Soil Mapping: An Empirical Example
errLAND
IF3.2
err2024-03-14
err6
errOAAI
errSaurette, Daniel D.; Heck, Richard J.; Gillespie, Adam W.; Berg, Aaron A.; Biswas, Asim
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errSave
An efficient soil moisture sampling scheme for the improvement of remotely sensed soil moisture validation over an agricultural field
errGEODERMA
IF6.6
err2024-02-01
err3
errOAAI
errAlijani, Zohreh; Eyre, Riley; Saurette, Daniel; Laamrani, Ahmed; Lindsay, John; Western, Andrew; Berg, Aaron
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errSave
Evaluating the Topographic Factors for Land Suitability Mapping of Specialty Crops in Southern Ontario
errAGRONOMY-BASEL
IF3.4
err2024-02-01
err5
errOAAI
errLisso, Laura; Lindsay, John B.; Berg, Aaron
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errSave
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2023-12-01
err3
errOAAI
errMerchant, Michael; Brisco, Brian; Mahdianpari, Masoud; Bourgeau-Chavez, Laura; Murnaghan, Kevin; DeVries, Ben; Berg, Aaron
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errSave
Understanding the Drivers of Drought Onset and Intensification in the Canadian Prairies: Insights from Explainable Artificial Intelligence (XAI)
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2023-11-01
err6
errOAAI
errMardian, Jacob; Champagne, Catherine; Bonsal, Barrie; Berg, Aaron
errShare
errSave
Divergence metrics for determining optimal training sample size in digital soil mapping
errGEODERMA
IF6.6
err2023-08-01
err4
errOAAI
errSaurette, Daniel D.; Heck, Richard J.; Gillespie, Adam W.; Berg, Aaron A.; Biswas, Asim
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Jeffrey J. McDonnell
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T. Andrew Black
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J. S. Famiglietti
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