FuXi-ENS data

NIAID Data Ecosystem2026-05-02 收录

集合天气预报

气象机器学习

数据链接：

https://zenodo.org/record/15171711 数据链接链接失效反馈

官方服务：

资源简介：

This includes the data used in the paper "FuXi-ENS: A machine learning model for efficient and accurate ensemble weather prediction".

创建时间：

2025-04-08

A feed forward neural network based on model output statistics for...

热带气旋强度预测

气象机器学习

A feed forward neural network (FFNN) is developed for tropical cyclone (TC) intensity prediction, where intensity is defined as the maximum 1-min average 10-m wind speed. This...

University Corporation for Atmospheric Research60

Incorporating Hourly Convective Cloud data into Tropical Cyclone Rapid Intensification Forecasting with Machine Learning

热带气旋预报

气象机器学习

These models were developed to predict both the probability of RI and the binary RI classification for tropical cyclones. They are a weighted average of probabilities derived from logistic regression,

NIAID Data Ecosystem30

Basic metrics for evaluating regression models.

降雨监测与估计

气象机器学习

This study develops the LGBM-3SC-CF product, a machine learning framework that integrates multi-source data (Himawari-8, ERA5, ASTERDEM, and rain gauge) to significantly improve rainfall classificatio

Figshare2026-02-13 更新30

Processed data - Large Ensemble Testbed - GFDL

气候模拟集合数据

气象机器学习

Processed data of the Large Ensemble Testbed to be used in training machine learning algorithms.

Figshare2020-09-14 更新50

Incorporating Hourly Convective Cloud data into Tropical Cyclone Rapid Intensification Forecasting with Machine Learning

热带气旋强度预测

气象机器学习

Zenodo2024-10-15 更新30