ClimART
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/climate-change-automl/climate-change-automl
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资源简介:
该数据集名为ClimART,包含了从1979年至2014年,跨越不同纬度、经度、大气高度和时间段的全球大气快照。每个数据点包含了温度、水蒸气以及气溶胶的测量数据。此外,该数据集被用于为气候建模的AutoML库设定基准。其任务是对大气辐射传输进行计算。
The dataset named ClimART contains global atmospheric snapshots spanning from 1979 to 2014 across diverse latitudes, longitudes, atmospheric altitudes and time intervals. Each data point comprises measured values of temperature, water vapor and aerosols. Furthermore, this dataset acts as a benchmark for AutoML libraries developed for climate modeling, with the dedicated task of calculating atmospheric radiative transfer.
提供机构:
NeurIPS Datasets and Benchmarks Track



