ClimateSet
收藏arXiv2025-09-30 收录
下载链接：
https://climateset.github.io/
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资源简介：
该数据集包含了来自Input4MIPs和CMIP6档案中的36个气候模型的输入和输出数据，旨在支持气候科学中的机器学习任务。此外，ClimateSet提供了一个模块化的数据集处理流程，用于获取和预处理额外的气候模型和情景。这使得可以在多个气候模型上训练机器学习模拟器，从而快速预测新的气候变化情景。该数据集适用于气候模型模拟、降尺度以及预测任务。
This dataset comprises input and output data from 36 climate models archived in Input4MIPs and CMIP6, designed to support machine learning tasks in climate science. In addition, ClimateSet provides a modular dataset processing workflow for acquiring and preprocessing additional climate models and scenarios. This enables the training of machine learning emulators across multiple climate models, allowing for rapid prediction of new climate change scenarios. This dataset is suitable for climate model simulation, downscaling, and prediction tasks.
