Collaborative Research: Continued Development of Global Positioning System (GPS) as an Instrument for a Continental-Scale Soil Moisture Network

University Of Colorado At Boulder, Boulder CO

Investigators

Abstract

This project aims to further develop and refine a method to extract near-surface soil moisture estimates from Global Positioning System (GPS) receivers as a continental-scale soil moisture network and to evaluate errors to establish the underlying uncertainty in the estimates. Specifically, the investigators will (a) quantify how various aspects of the physical environment influence soil moisture estimates, including (i) vertical profiles of soil moisture and texture; (ii) vegetation amount and structure; and (iii) topography and surface roughness, and evaluate the physical environment around each of the Earthscope Plate Boundary Observatory (PBO) sites for suitability for the GPS soil moisture technique; (b) evaluate how antenna and receiver design/performance and satellite signals influence the soil moisture content time series derived from GPS signal-to-noise ratio (SNR) data, and evaluate the equipment used by PBO because its network is large, homogeneous, and well-maintained. This project is a collaboration between hydrologists, climate scientists, electrical engineers, and GPS geodesists. A broad range of data will be collected from seven field sites, including GPS, in situ soil moisture, meteorological, and vegetation information. The different data types will be combined using an integrated modeling system designed to understand how the physical environment and antenna/receiver design influence GPS SNR data. This will yield a retrieval algorithm for soil moisture from GPS SNR data that is guided by physical principles. This research will benefit society by providing important new soil moisture data for hydrological and climate studies and weather forecasting. Two graduate students will be supported and trained in a interdisciplinary educational program including hydrology, remote sensing, and GPS geodesy.