A spatiotemporal deep fusion model for merging satellite and gauge precipitation in China
To improve the accuracy of quantitative precipitation estimation (QPE), numerous models
have been developed for merging satellite and gauge precipitation. However, most …
have been developed for merging satellite and gauge precipitation. However, most …
Analysis of terrestrial water storage changes from GRACE and GLDAS
Since March 2002, the Gravity Recovery and Climate Experiment (GRACE) has provided
first estimates of land water storage variations by monitoring the time‐variable component of …
first estimates of land water storage variations by monitoring the time‐variable component of …
Crop model data assimilation with the Ensemble Kalman filter for improving regional crop yield forecasts
AJW De Wit, CA Van Diepen - Agricultural and forest meteorology, 2007 - Elsevier
Uncertainty in spatial and temporal distribution of rainfall in regional crop yield simulations
comprises a major fraction of the error on crop model simulation results. In this paper we …
comprises a major fraction of the error on crop model simulation results. In this paper we …
A downscaling–merging scheme for improving daily spatial precipitation estimates based on random forest and cokriging
X Yan, H Chen, B Tian, S Sheng, J Wang, JS Kim - Remote Sensing, 2021 - mdpi.com
High-spatial-resolution precipitation data are of great significance in many applications,
such as ecology, hydrology, and meteorology. Acquiring high-precision and high-resolution …
such as ecology, hydrology, and meteorology. Acquiring high-precision and high-resolution …
Improving daily precipitation estimation in the data scarce area by merging rain gauge and TRMM data with a transfer learning framework
Merging the satellite and gauge precipitation has been proofed as an efficient approach to
improve the accuracy of quantitative precipitation estimation. However, for areas with few …
improve the accuracy of quantitative precipitation estimation. However, for areas with few …
Variations in water storage in China over recent decades from GRACE observations and GLDAS
X Mo, JJ Wu, Q Wang, H Zhou - Natural Hazards and Earth …, 2016 - nhess.copernicus.org
We applied Gravity Recovery and Climate Experiment (GRACE) Tellus products in
combination with Global Land Data Assimilation System (GLDAS) simulations and data from …
combination with Global Land Data Assimilation System (GLDAS) simulations and data from …
A two-dimensional satellite rainfall error model
A two-dimensional satellite rainfall error model (SREM2D) is developed for simulating
ensembles of satellite rain fields on the basis of" reference" rain fields derived from higher …
ensembles of satellite rain fields on the basis of" reference" rain fields derived from higher …
Assessment of different precipitation datasets and their impacts on the water balance of the Negro River basin
With the objective of understanding the potential and limitations of available precipitation
products for hydrological studies, this paper compares six daily and sub-daily precipitation …
products for hydrological studies, this paper compares six daily and sub-daily precipitation …
Develo** empirical monthly groundwater recharge equations based on modeling and remote sensing data–Modeling future groundwater recharge to predict …
Groundwater recharge is one of main components of the water budget that is difficult to
quantify due to complexity of recharge processes and limited observations. In the present …
quantify due to complexity of recharge processes and limited observations. In the present …
Utilizing combined deviations of precipitation and GRACE-based terrestrial water storage as a metric for drought characterization: A case study over major Indian river …
Drought is a recurring natural hazard that significantly affects the economy and environment
of large areas worldwide. It is therefore imperative to develop techniques that enable …
of large areas worldwide. It is therefore imperative to develop techniques that enable …