Aaron A. Berg

According to our database1, Aaron A. Berg authored at least 46 papers between 2009 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
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PhD thesis 
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Online presence:

On csauthors.net:

Bibliography

2020
Improved SMAP Dual-Channel Algorithm for the Retrieval of Soil Moisture.
IEEE Trans. Geosci. 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

Satellite-Observed Soil Moisture as an Indicator of Wildfire Risk.
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
Fine-Scale SAR Soil Moisture Estimation in the Subarctic Tundra.
IEEE Trans. Geosci. Remote. Sens., 2019

An Analysis of Ground-Point Classifiers for Terrestrial LiDAR.
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
GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites.
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

Analysis of Soil Freeze/Thaw Signatures During Slapex F/T Campaign.
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


Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017



2016
Assessment of the SMAP Passive Soil Moisture Product.
IEEE Trans. Geosci. Remote. Sens., 2016

DEM Fusion using a modified k-means clustering algorithm.
Int. J. Digit. Earth, 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


Surface soil moisture retrieval using L-band SMAP SAR data and its validation.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Development and validation of the GCOM-W AMSR2 soil moisture product.
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
Evaluation of L-Band passive microwave soil moisture for Canada.
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
Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada.
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


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