A nonlinear least squares fitting algorithm is used to estimate both snow depth and snow density for a snow-layer above a flat ground reflector. The product of these two quantities, snow depth and density, provides an estimate of the snow water equivalent. The input to this algorithm is a simple ray model that includes a speculary reflected signal along with a direct signal. These signals are transmitted from the global positioning system satellites at 1.57542 GHz with right-hand circularly polarization. The elevation angles of interest at the GPS receiving antenna are between 5° and 30°. The results from this nonlinear algorithm show potential for inferring snow water equivalent using GPS multipath signals
Snow is a water resource and plays a significant role in the water cycle. However, traditional groun...
peer reviewedGlobal navigation satellite system (GNSS) multipath reflectometry (MR) has emerged as a...
The Global Positioning System (GPS) reflected signal has been demonstrated to remotely sense the oce...
A nonlinear least squares fitting algorithm is used to estimate both snow depth and snow density for...
The amount of water stored in snowpack is the single most important measurement for the management o...
Snowpacks provide reservoirs of freshwater. The amount stored and how fast it is released by melting...
Snowpacks provide reservoirs of freshwater, storing solid precipitation and delaying runoff to be re...
Multipath in global positioning system (GPS) is the interference of the microwave signals directly f...
Monitoring snow variations can know how fast the snow is melted and how much water is frozen on the ...
Thousands of Global Positioning System (GNSS) receivers worldwide record signals sent by satellites ...
Monitoring snow variations can know how fast the snow is melted and how much water is frozen on the ...
Snow is a water resource and plays a significant role in the water cycle. However, traditional groun...
An extensive amount of water is stored in snow covers, which has a high impact on flood development ...
The variability of snow accumulation and melting is one of the most important interactions of the Ea...
Global Navigation Satellite Systems (GNSS) contribute to various Earth observation applications. The...
Snow is a water resource and plays a significant role in the water cycle. However, traditional groun...
peer reviewedGlobal navigation satellite system (GNSS) multipath reflectometry (MR) has emerged as a...
The Global Positioning System (GPS) reflected signal has been demonstrated to remotely sense the oce...
A nonlinear least squares fitting algorithm is used to estimate both snow depth and snow density for...
The amount of water stored in snowpack is the single most important measurement for the management o...
Snowpacks provide reservoirs of freshwater. The amount stored and how fast it is released by melting...
Snowpacks provide reservoirs of freshwater, storing solid precipitation and delaying runoff to be re...
Multipath in global positioning system (GPS) is the interference of the microwave signals directly f...
Monitoring snow variations can know how fast the snow is melted and how much water is frozen on the ...
Thousands of Global Positioning System (GNSS) receivers worldwide record signals sent by satellites ...
Monitoring snow variations can know how fast the snow is melted and how much water is frozen on the ...
Snow is a water resource and plays a significant role in the water cycle. However, traditional groun...
An extensive amount of water is stored in snow covers, which has a high impact on flood development ...
The variability of snow accumulation and melting is one of the most important interactions of the Ea...
Global Navigation Satellite Systems (GNSS) contribute to various Earth observation applications. The...
Snow is a water resource and plays a significant role in the water cycle. However, traditional groun...
peer reviewedGlobal navigation satellite system (GNSS) multipath reflectometry (MR) has emerged as a...
The Global Positioning System (GPS) reflected signal has been demonstrated to remotely sense the oce...