Aaron A. Berg
Orcid: 0000-0001-8438-5662Affiliations:
- University of Guelph, Canada
According to our database1,
Aaron A. Berg
authored at least 61 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Evaluating soil moisture retrieval in Arctic and sub-Arctic environments using passive microwave satellite data.
Int. J. Digit. Earth, December, 2024
2023
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping.
Int. J. Appl. Earth Obs. Geoinformation, December, 2023
IEEE Geosci. Remote. Sens. Lett., 2023
2022
A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR.
Int. J. Digit. Earth, December, 2022
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Regularized Dual-Channel Algorithm for the Retrieval of Soil Moisture and Vegetation Optical Depth From SMAP Measurements.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022
Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions.
Remote. Sens., 2022
An Extensive Field-Scale Dataset of Topsoil Organic Carbon Content Aimed to Assess Remote Sensed Datasets and Data-Derived Products from Modeling Approaches.
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Development of SMAP Retrievals for Forested Regions: SMAPVEX19-22 and SMAPVEX22-Boreal.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
2021
Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived Topographic Attributes with Geographically Weighted Regression Models.
Remote. Sens., 2021
Sensitivity of C-Band SAR Polarimetric Variables to the Directionality of Surface Roughness Parameters.
Remote. Sens., 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
Evaluation of SMAP Core Validation Site Representativeness Errors Using Dense Networks of In Situ Sensors and Random Forests.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020
Semi-Automated Roadside Image Data Collection for Characterization of Agricultural Land Management Practices.
Remote. Sens., 2020
Parameterization of Vegetation Scattering Albedo in the Tau-Omega Model for Soil Moisture Retrieval on Croplands.
Remote. Sens., 2020
Comparing the Assimilation of SMOS Brightness Temperatures and Soil Moisture Products on Hydrological Simulation in the Canadian Land Surface Scheme.
Remote. Sens., 2020
Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques.
Remote. Sens., 2020
Remote. Sens., 2020
Improving crop yield forecasts with satellite-based soil moisture estimates: An example for township level canola yield forecasts over the Canadian Prairies.
Int. J. Appl. Earth Obs. Geoinformation, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada.
Remote. Sens., 2019
Impact of Soil Moisture Data Characteristics on the Sensitivity to Crop Yields Under Drought and Excess Moisture Conditions.
Remote. Sens., 2019
A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Seasonal Dependence of SMAP Radiometer-Based Soil Moisture Performance as Observed Over Core Validation Sites.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Using a Mobile Device "App" and Proximal Remote Sensing Technologies to Assess Soil Cover Fractions on Agricultural Fields.
Sensors, 2018
Modelling the L-Band Snow-Covered Surface Emission in a Winter Canadian Prairie Environment.
Remote. Sens., 2018
Use of L-Band Ground-Based Radiometers for Freeze/Thaw Retrieval in A Boreal Forest Site.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter.
IEEE Trans. Geosci. 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.
IEEE Trans. Geosci. Remote. Sens., 2017
Contributions of C-Band SAR Data and Polarimetric Decompositions to Subarctic Boreal Peatland Mapping.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
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., 2017
Spatial Variability of L-Band Brightness Temperature during Freeze/Thaw Events over a Prairie Environment.
Remote. Sens., 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Impact of sub-pixel heterogeneity on modelled brightness temperature for an agricultural region.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes.
Int. J. Appl. Earth Obs. Geoinformation, 2016
Method for upscaling in-situ soil moisture measurements for calibration and validation of smap soil moisture products.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Analysis of L-Band brightness temperatures response to freeze/thaw in two prairie environments from surface-based radiometer measurements.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms.
IEEE Trans. Geosci. Remote. Sens., 2015
2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
2013
Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results.
IEEE Trans. Geosci. Remote. Sens., 2013
2012
IEEE Trans. Geosci. Remote. Sens., 2012
2009
Potentials of RADARSAT-2 Data to Monitor Freezing/Thawing Cycles over Agricultural Lands in Canada.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Use of Radarsat-2 Images to Develop a Scaling Method of Soil Moisture over an Agricultural Area.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009