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Aaron A. Berg
Aaron Berg
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- affiliation: University of Guelph, Canada
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2020 – today
- 2024
- [j41]Juliette Ortet
, Arnaud Mialon
Evaluating soil moisture retrieval in Arctic and sub-Arctic environments using passive microwave satellite data. Int. J. Digit. Earth 17(1) (2024) - 2023
- [j40]Michael Allan Merchant
Leveraging google earth engine cloud computing for large-scale arctic wetland mapping. Int. J. Appl. Earth Obs. Geoinformation 125: 103589 (2023) - [j39]Andreas Colliander
Performance of SMOS Soil Moisture Products Over Core Validation Sites. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - 2022
- [j38]Zohreh Alijani
A comparison of three surface roughness characterization techniques: photogrammetry, pin profiler, and smartphone-based LiDAR. Int. J. Digit. Earth 15(1): 2422-2439 (2022) - [j37]Aaron A. Berg
The Impact of In Situ Probe Orientation on SMAP Validation Statistics. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j36]Michael Allan Merchant
Applying Machine Learning and Time-Series Analysis on Sentinel-1A SAR/InSAR for Characterizing Arctic Tundra Hydro-Ecological Conditions. Remote. Sens. 14(5): 1123 (2022) - [j35]Ahmed Laamrani
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. 14(21): 5519 (2022) - [j34]Julian Chaubell
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. 15: 102-114 (2022) - [j33]Andreas Colliander
Validation of Soil Moisture Data Products From the NASA SMAP Mission. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 364-392 (2022) - [j32]Jaison Thomas Ambadan
Evaluation of SMAP Soil Moisture Retrieval Accuracy Over a Boreal Forest Region. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [c20]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, Tarendra Lakhankar, Mehmet Ogut, Julian Chaubell, Scott Dunbar, Jay Famiglietti
Development of SMAP Retrievals for Forested Regions: SMAPVEX19-22 and SMAPVEX22-Boreal. IGARSS 2022: 4228-4231 - [c19]Michael Allan Merchant, Brian Brisco, Masoud MahdianPari, Jean Granger, Fariba Mohammadimanesh, Ben DeVries, Aaron Berg:
A Desktop-Based Methodology for Collecting Wetland Reference data over Inaccessible Arctic Landscapes. IGARSS 2022: 5893-5896 - 2021
- [j31]Zohreh Alijani
Sensitivity of C-Band SAR Polarimetric Variables to the Directionality of Surface Roughness Parameters. Remote. Sens. 13(11): 2210 (2021) - [j30]Riley Eyre, John B. Lindsay
Within-Field Yield Prediction in Cereal Crops Using LiDAR-Derived Topographic Attributes with Geographically Weighted Regression Models. Remote. Sens. 13(20): 4152 (2021) - 2020
- [j29]Jenelle White, Aaron A. Berg
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 89: 102092 (2020) - [j28]Ahmed Laamrani
Assessing Soil Cover Levels during the Non-Growing Season Using Multitemporal Satellite Imagery and Spectral Unmixing Techniques. Remote. Sens. 12(9): 1397 (2020) - [j27]Jaison Thomas Ambadan, Matilda Oja, Ze'ev Gedalof
Satellite-Observed Soil Moisture as an Indicator of Wildfire Risk. Remote. Sens. 12(10): 1543 (2020) - [j26]Neal Pilger
Semi-Automated Roadside Image Data Collection for Characterization of Agricultural Land Management Practices. Remote. Sens. 12(14): 2342 (2020) - [j25]Chang-Hwan Park, Thomas Jagdhuber
Parameterization of Vegetation Scattering Albedo in the Tau-Omega Model for Soil Moisture Retrieval on Croplands. Remote. Sens. 12(18): 2939 (2020) - [j24]Manoj K. Nambiar
Comparing the Assimilation of SMOS Brightness Temperatures and Soil Moisture Products on Hydrological Simulation in the Canadian Land Surface Scheme. Remote. Sens. 12(20): 3405 (2020) - [j23]Jane Whitcomb
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. 13: 6457-6472 (2020) - [j22]Mario Julian Chaubell
Improved SMAP Dual-Channel Algorithm for the Retrieval of Soil Moisture. IEEE Trans. Geosci. Remote. Sens. 58(6): 3894-3905 (2020)
2010 – 2019
- 2019
- [j21]Catherine Champagne, Jenelle White, Aaron Berg
Impact of Soil Moisture Data Characteristics on the Sensitivity to Crop Yields Under Drought and Excess Moisture Conditions. Remote. Sens. 11(4): 372 (2019) - [j20]Ahmed Laamrani, Aaron A. Berg
Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada. Remote. Sens. 11(11): 1298 (2019) - [j19]Kevin C. Roberts, John B. Lindsay
An Analysis of Ground-Point Classifiers for Terrestrial LiDAR. Remote. Sens. 11(16): 1915 (2019) - [j18]Simon Zwieback
Fine-Scale SAR Soil Moisture Estimation in the Subarctic Tundra. IEEE Trans. Geosci. Remote. Sens. 57(7): 4898-4912 (2019) - [c18]Andreas Colliander, Heather McNairn, Marc Thibeault, José Martínez-Fernández, Karsten H. Jensen
Seasonal Dependence of SMAP Radiometer-Based Soil Moisture Performance as Observed Over Core Validation Sites. IGARSS 2019: 5320-5323 - [c17]Jane Whitcomb, David D. Bosch, Chandra D. Holifield Collins, John H. Prueger, Dara Entekhabi, Mahta Moghaddam
A Method for Assessing SMAP Core Validation Site Scaling Bias Using Enhanced Sampling and Random Forests. IGARSS 2019: 6174-6177 - 2018
- [j17]Alexandre Roy, Marion Leduc-Leballeur
Modelling the L-Band Snow-Covered Surface Emission in a Winter Canadian Prairie Environment. Remote. Sens. 10(9): 1451 (2018) - [j16]Ahmed Laamrani, Renato Pardo Lara
Using a Mobile Device "App" and Proximal Remote Sensing Technologies to Assess Soil Cover Fractions on Agricultural Fields. Sensors 18(3): 708 (2018) - [j15]Rajat Bindlish
GCOM-W AMSR2 Soil Moisture Product Validation Using Core Validation Sites. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(1): 209-219 (2018) - [c16]Ying Gao, Andreas Colliander, Mariko S. Burgin, Jeffrey P. Walker
L-, C- and X-Band Passive Microwave Soil Moisture Retrieval Algorithm Parameterization Using in Situ Validation Sites. IGARSS 2018: 1434-1437 - [c15]Aaron Berg
Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture. IGARSS 2018: 6127-6130 - [c14]Edward Kim, 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, Yiwen Zhou
Analysis of Soil Freeze/Thaw Signatures During Slapex F/T Campaign. IGARSS 2018: 7779-7781 - [c13]Alexandre Roy, Peter Toose, Alex Mavrovic, Christoforos Pappas, Aaron Berg
Use of L-Band Ground-Based Radiometers for Freeze/Thaw Retrieval in A Boreal Forest Site. IGARSS 2018: 9042-9044 - 2017
- [j14]Alexandre Roy, Peter Toose
Spatial Variability of L-Band Brightness Temperature during Freeze/Thaw Events over a Prairie Environment. Remote. Sens. 9(9): 894 (2017) - [j13]Michael Allan Merchant, Justin R. Adams, Aaron A. Berg
Contributions of C-Band SAR Data and Polarimetric Decompositions to Subarctic Boreal Peatland Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1467-1482 (2017) - [j12]Imen Gherboudj, Ramata Magagi, Aaron A. Berg
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. 10(5): 1813-1823 (2017) - [j11]Daniel Clewley, Jane Whitcomb, Ruzbeh Akbar, Agnelo R. Silva, Aaron Berg
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. 10(6): 2663-2673 (2017) - [j10]Ahmed Elshamli, Graham W. Taylor, Aaron Berg
Domain Adaptation Using Representation Learning for the Classification of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4198-4209 (2017) - [j9]Seung-Bum Kim
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. 55(4): 1897-1914 (2017) - [j8]Jeffrey D. Ouellette
A Time-Series Approach to Estimating Soil Moisture From Vegetated Surfaces Using L-Band Radar Backscatter. IEEE Trans. Geosci. Remote. Sens. 55(6): 3186-3193 (2017) - [c12]Steven Tsz K. Chan, Rajat Bindlish
Development and validation of the SMAP enhanced passive soil moisture product. IGARSS 2017: 2539-2542 - [c11]Peggy O'Neill, Steven Tsz K. Chan, Rajat Bindlish
Assessment of version 4 of the SMAP passive soil moisture standard product. IGARSS 2017: 3941-3944 - [c10]Andreas Colliander, Thomas J. Jackson, Michael H. Cosh, Sidharth Misra, Rajat Bindlish
Soil moisture retrieval with airborne PALS instrument over agricultural areas in SMAPVEX16. IGARSS 2017: 3949-3952 - [c9]Rajat Bindlish
AMSR2 soil moisture product validation. IGARSS 2017: 5637-5640 - 2016
- [j7]Catherine Champagne
Satellite surface soil moisture from SMOS and Aquarius: Assessment for applications in agricultural landscapes. Int. J. Appl. Earth Obs. Geoinformation 45: 143-154 (2016) - [j6]Swapan Kumar Roy, Tracy L. Rowlandson, Aaron A. Berg, Catherine Champagne, Justin R. Adams:
Impact of sub-pixel heterogeneity on modelled brightness temperature for an agricultural region. Int. J. Appl. Earth Obs. Geoinformation 45: 212-220 (2016) - [j5]Colleen E. Fuss, Aaron A. Berg
DEM Fusion using a modified k-means clustering algorithm. Int. J. Digit. Earth 9(12): 1242-1255 (2016) - [j4]Steven Tsz K. Chan
Assessment of the SMAP Passive Soil Moisture Product. IEEE Trans. Geosci. Remote. Sens. 54(8): 4994-5007 (2016) - [c8]Peggy E. O'Neill
Evaluation of the validated Soil Moisture product from the SMAP radiometer. IGARSS 2016: 125-128 - [c7]Seung-Bum Kim, Jakob J. van Zyl, Joel T. Johnson, Mahta Moghaddam
Surface soil moisture retrieval using L-band SMAP SAR data and its validation. IGARSS 2016: 143-146 - [c6]Jane Whitcomb, Daniel Clewley
Method for upscaling in-situ soil moisture measurements for calibration and validation of smap soil moisture products. IGARSS 2016: 1641-1644 - [c5]Rajat Bindlish
Development and validation of the GCOM-W AMSR2 soil moisture product. IGARSS 2016: 1647-1650 - [c4]Alexandre Roy, Peter Toose, Chris Derksen
Analysis of L-Band brightness temperatures response to freeze/thaw in two prairie environments from surface-based radiometer measurements. IGARSS 2016: 1667-1670 - 2015
- [j3]Heather McNairn, Thomas J. Jackson, Grant Wiseman, Stephane Belair, Aaron Berg
The Soil Moisture Active Passive Validation Experiment 2012 (SMAPVEX12): Prelaunch Calibration and Validation of the SMAP Soil Moisture Algorithms. IEEE Trans. Geosci. Remote. Sens. 53(5): 2784-2801 (2015) - 2014
- [c3]Catherine Champagne, Tracy L. Rowlandson, Aaron Berg
Evaluation of L-Band passive microwave soil moisture for Canada. IGARSS 2014: 3650-3653 - 2013
- [j2]Ramata Magagi, Aaron Berg
Canadian Experiment for Soil Moisture in 2010 (CanEx-SM10): Overview and Preliminary Results. IEEE Trans. Geosci. Remote. Sens. 51(1): 347-363 (2013) - 2012
- [j1]Imen Gherboudj, Ramata Magagi, Kalifa Goita, Aaron Berg
Validation of SMOS Data Over Agricultural and Boreal Forest Areas in Canada. IEEE Trans. Geosci. Remote. Sens. 50(5-1): 1623-1635 (2012)
2000 – 2009
- 2009
- [c2]Imen Gherboudj, Ramata Magagi, Aaron Berg
Use of Radarsat-2 Images to Develop a Scaling Method of Soil Moisture over an Agricultural Area. IGARSS (3) 2009: 510-513 - [c1]Louis-Philippe Rousseau
Potentials of RADARSAT-2 Data to Monitor Freezing/Thawing Cycles over Agricultural Lands in Canada. IGARSS (2) 2009: 598-601
Coauthor Index
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