Harnessing AI and computing to advance climate modelling and prediction
Harnessing AI and computing to advance climate modelling and prediction
复制标题
利用人工智能和计算推进气候建模和预测
DOI：
10.1038/s41558-023-01769-3
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发表时间：
2023
影响因子：
30.7
通讯作者：
Navarra, Antonio
中科院分区：
文献类型：
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作者：
Schneider, Tapio;Behera, Swadhin;Boccaletti, Giulio;Deser, Clara;Emanuel, Kerry;Ferrari, Raffaele;Leung, L. Ruby;Lin, Ning;Müller, Thomas;Navarra, Antonio
关于如何做出指导气候变化适应所需的准确预测，存在着截然不同的观点。在这里，我们主张利用人工智能，以特定领域的知识为基础，并生成中高分辨率（10-50公里）气候模拟的集合，作为详细灾害模型的锚。
There are contrasting views on how to produce the accurate predictions that are needed to guide climate change adaptation. Here, we argue for harnessing artificial intelligence, building on domain-specific knowledge and generating ensembles of moderately high-resolution (10–50 km) climate simulations as anchors for detailed hazard models.