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RISEstimating Uncertainties in High-Resolution Satellite Precipitation Products: Systematic or Random Error?
Publisher: American Meteorological Society
Abstract: his study proposes a method to quantify systematic and random components of the error associated with satellite precipitation products. Specifically, the Precipitation Uncertainties for Satellite Hydrology (PUSH) model is ...
A Review of Merged High-Resolution Satellite Precipitation Product Accuracy during the Tropical Rainfall Measuring Mission (TRMM) Era
Publisher: American Meteorological Society
Abstract: great deal of expertise in satellite precipitation estimation has been developed during the Tropical Rainfall Measuring Mission (TRMM) era (1998?2015). The quantification of errors associated with satellite precipitation ...
The Effect of Satellite Rainfall Error Modeling on Soil Moisture Prediction Uncertainty
Publisher: American Meteorological Society
Abstract: his study assesses the impact of satellite rainfall error structure on soil moisture simulations with the NASA Catchment land surface model. Specifically, the study contrasts a complex satellite rainfall error model (SREM2D) ...
The Impact of Rainfall Error Characterization on the Estimation of Soil Moisture Fields in a Land Data Assimilation System
Publisher: American Meteorological Society
Abstract: his study presents a numerical experiment to assess the impact of satellite rainfall error structure on the efficiency of assimilating near-surface soil moisture observations. Specifically, the study contrasts a multidimensional ...
The Efficiency of Assimilating Satellite Soil Moisture Retrievals in a Land Data Assimilation System Using Different Rainfall Error Models
Publisher: American Meteorological Society
Abstract: he efficiency of assimilating near-surface soil moisture retrievals from Advanced Microwave Scanning Radiometer for Earth Observing System (AMSR-E) observations in a Land Data Assimilation System (LDAS) is assessed using ...
The Global Satellite Precipitation Constellation: Current Status and Future Requirements
Publisher: American Meteorological Society
Error Propagation of Remote Sensing Rainfall Estimates in Soil Moisture Prediction from a Land Surface Model
Publisher: American Meteorological Society
Abstract: The study presents an in-depth investigation of the properties of remotely sensed rainfall error propagation in the prediction of near-surface soil moisture from a land surface model (LSM). Specifically, two error sources ...
An Error Model for Uncertainty Quantification in High-Time-Resolution Precipitation Products
Publisher: American Meteorological Society
Abstract: his study proposes a new framework, Precipitation Uncertainties for Satellite Hydrology (PUSH), to provide time-varying, global estimates of errors for high-time-resolution, multisatellite precipitation products using a ...
Investigating the Applicability of Error Correction Ensembles of Satellite Rainfall Products in River Flow Simulations
Publisher: American Meteorological Society
Abstract: his study uses a stochastic ensemble-based representation of satellite rainfall error to predict the propagation in flood simulation of three quasi-global-scale satellite rainfall products across a range of basin scales. ...
Effects of Resolution of Satellite-Based Rainfall Estimates on Hydrologic Modeling Skill at Different Scales
Publisher: American Meteorological Society
Abstract: ncertainty due to resolution of current satellite-based rainfall products is believed to be an important source of error in applications of hydrologic modeling and forecasting systems. A method to account for the input?s ...