NCEP-NCAR Reanalysis 1
收藏arXiv2025-09-30 收录
下载链接：
https://psl.noaa.gov/data/gridded/data.ncep.reanalysis.html
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资源简介：
该数据集是从NCEP-NCAR再分析1数据集中提取的，专门针对与南澳大利亚相关的气候变量，用于时间序列预测的气候数据集。该数据集已经过预处理，并被划分为训练集、验证集和测试集，时间序列的长度为96个时间步，预测长度分别为12、24、36和48个时间步。该数据集的范围是区域性的，任务类型为时间序列预测。
This climate dataset is extracted from the NCEP-NCAR Reanalysis 1 dataset, specifically targeting climate variables associated with South Australia for time series forecasting tasks. It has been preprocessed and split into training, validation, and test sets. Each time series has a length of 96 time steps, with forecast horizons of 12, 24, 36, and 48 time steps respectively. This dataset has a regional scope, and the corresponding task type is time series forecasting.
提供机构：
National Oceanic and Atmospheric Administration (NOAA)
