专题：Precipitation Measurement and Analysis

This cluster of papers focuses on the estimation, validation, and improvement of satellite-based precipitation data using a variety of techniques including gauge and radar measurements, hydrological modeling, and spatial interpolation. It covers topics such as global measurement, rainfall estimation from satellite imagery, and the challenges of satellite rainfall estimation over complex terrain.
最新文献
Revolutionizing Clear-Sky Humidity Profile Retrieval with Multi-Angle-Aware Networks for Ground-Based Microwave Radiometers

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Event-based evaluation of IMERG for extreme precipitation in China: Insights from an error decomposition approach

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Orographic and land-sea contrast effects in convection-permitting simulations of extreme sub-daily precipitation

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A data-to-forecast machine learning system for global weather

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Jet substructure probe on scalar leptoquark models via top polarization

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Diverse causes of extreme rainfall in November 2023 over Equatorial Africa

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Integrating net rainfall calculation in deep learning-based surrogate modeling frameworks for 2D flood prediction

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Mapping global floods with 10 years of satellite radar data

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Comparative Analysis of Satellite-Based Rainfall Products for Drought Assessment in a Data-Poor Region

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Irrigation monitoring from satellite at hyper-high resolution: Paving the way for remote-sensing-based agricultural water management support services

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近5年高被引文献
Skilful precipitation nowcasting using deep generative models of radar

article Full Text OpenAlex 683 FWCI49.382

Flood Hazard Mapping and Risk Assessment in Narayani River Basin, Nepal

article Full Text OpenAlex 446 FWCI72.285

Evaluation of 18 satellite- and model-based soil moisture products using in situ measurements from 826 sensors

article Full Text OpenAlex 292 FWCI19.996

Increasing precipitation variability on daily-to-multiyear time scales in a warmer world

article Full Text OpenAlex 285 FWCI18.173

Review of GPM IMERG performance: A global perspective

article Full Text OpenAlex 280 FWCI17.856

An evaluation of ERA5 precipitation for climate monitoring

article Full Text OpenAlex 260 FWCI25.105

A Global High‐Resolution Mesoscale Convective System Database Using Satellite‐Derived Cloud Tops, Surface Precipitation, and Tracking

article Full Text OpenAlex 237 FWCI17.087

Multi-sensor remote sensing for drought characterization: current status, opportunities and a roadmap for the future

article Full Text OpenAlex 226 FWCI14.471

Do ERA5 and ERA5-land precipitation estimates outperform satellite-based precipitation products? A comprehensive comparison between state-of-the-art model-based and satellite-based precipitation products over mainland China

article Full Text OpenAlex 206 FWCI13.072

Skilful nowcasting of extreme precipitation with NowcastNet

article Full Text OpenAlex 200 FWCI36.984