Data for "Evaluating Global Machine Learning Models for Tropical Cyclone Dynamics and Thermodynamics"
收藏官方服务:
资源简介:
This dataset supports the paper "Evaluating Global Machine Learning Models for Tropical Cyclone Dynamics and Thermodynamics" and includes: Cyclone Track Data File: TCs_basin_data.xlsx Description: Includes cyclone track data from observations and model outputs (NCEP, UKMO, GraphCast, PanguWeather, FourCastNet v2, ERA5). * WMO_WIND is in knots, others are in m/s.
本数据集支撑论文《面向热带气旋动力学与热力学的全球机器学习模型评估》,包含以下内容: 气旋路径数据 文件:TCs_basin_data.xlsx 描述:该文件包含来自观测数据与多种模式输出的气旋路径数据,涉及的模式包括NCEP、UKMO、GraphCast、PanguWeather、FourCastNet v2以及ERA5。 * WMO_WIND的单位为节,其余参数单位均为米每秒。
提供机构:
Zenodo创建时间:
2025-01-06



