In this study we evaluate a Random Forest (RF) model for characterizing the spatial variability of soil moisture based on model derived from in situ soil ...

Request PDF | On Jul 1, 2018, Aaron Berg and others published Contributions of Geophysical and C-Band SAR Data for Estimation of Field Scale Soil Moisture ...

Krafczek, M., & Berg, A. (2018). Contributions of geophysical data and SAR data collected at C-band and L-band for estimation of field scale soil moisture.

This study generates and validates a technique for the spatial prediction of soil properties based on C-band radar data.

Jun 22, 2017 · CONTRIBUTIONS OF GEOPHYSICAL AND C-BAND SAR DATA FOR ESTIMATION OF FIELD SCALE SOIL MOISTURE. Authors: Aaron Berg; University of Guelph.

Abstract—The soil moisture changes (∆ ) have a significant influence on forestry, hydrology, meteorology, agriculture, and climate change.

The results indicated that C band SAR data are promising for estimation of surface roughness in semiarid rangelands. However, they are less promising for soil ...

Soil moisture (SM) is an essential parameter for understanding the interactions and feedbacks between the atmosphere and the Earth's surface through energy ...

Apr 20, 2020 · Successful implementation will improve the accuracy andvalidity of estimating soil moisture from C-band SAR satellite data, at the field scale.

The SARSense campaign was conducted between June and August 2019 to investigate the potential for estimating soil and plant parameters at the agricultural test ...