Evaluation of Novel Remote Sensing Techniques for Soil Moisture Monitoring in the Western Canadian Arctic

Regional soil moisture monitoring from satellite platforms can inform our understanding of climate change in the Canadian Arctic. These sensors require ground-based validation to ensure product accuracy, which can be achieved by upscaling cosmic-ray probe derived soil moisture measurements from an i...

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Bibliographic Details
Main Author: Wrona, Elizabeth
Other Authors: Berg, Aaron
Format: Thesis
Language:English
Published: University of Guelph 2016
Subjects:
Online Access:http://hdl.handle.net/10214/10050
Description
Summary:Regional soil moisture monitoring from satellite platforms can inform our understanding of climate change in the Canadian Arctic. These sensors require ground-based validation to ensure product accuracy, which can be achieved by upscaling cosmic-ray probe derived soil moisture measurements from an intermediate footprint. Calibration of the cosmic-ray probe installed at Trail Valley Creek, NWT was performed and resulted in an accuracy of 0.019 m3 m-3 RMSE. In addition, a preliminary validation of the Soil Moisture Active Passive (SMAP) soil moisture product was performed. Results indicate a SMAP dry bias at this study site (>0.09 m3 m-3 RMSE). A forward model was employed to determine if SMAP’s bias is a projection or algorithm issue, and results indicate a moderate correlation between SMAP brightness temperature and in situ network brightness temperature (r = 0.44). This demonstrates the potential accuracy improvement made by projecting SMAP soil moisture data on a polar grid in northern latitudes.