气候变化领域集成服务门户(CCPortal): Harnessing AI and computing to advance climate modelling and prediction

CCPortal

DOI	10.1038/s41558-023-01769-3
	Harnessing AI and computing to advance climate modelling and prediction
	Schneider, Tapio; Behera, Swadhin; Boccaletti, Giulio; Deser, Clara; Emanuel, Kerry; Ferrari, Raffaele; Leung, L. Ruby; Lin, Ning; Mueller, Thomas; Navarra, Antonio; Ndiaye, Ousmane; Stuart, Andrew; Tribbia, Joseph; Yamagata, Toshio
发表日期	2023
ISSN	1758-678X
EISSN	1758-6798
起始页码	887
结束页码	889
卷号	13 期号:9
英文摘要	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.
WOS研究方向	Environmental Sciences ; Environmental Studies ; Meteorology & Atmospheric Sciences
WOS记录号	WOS:001062819200004
来源期刊	Nature Climate Change
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/282333
作者单位	California Institute of Technology; Japan Agency for Marine-Earth Science & Technology (JAMSTEC); Centro Euro-Mediterraneo sui Cambiamenti Climatici (CMCC); National Center Atmospheric Research (NCAR) - USA; Massachusetts Institute of Technology (MIT); United States Department of Energy (DOE); Pacific Northwest National Laboratory; Princeton University; University of Konstanz; University of Bologna
推荐引用方式 GB/T 7714	Schneider, Tapio,Behera, Swadhin,Boccaletti, Giulio,et al. Harnessing AI and computing to advance climate modelling and prediction[J],2023,13(9).
APA	Schneider, Tapio.,Behera, Swadhin.,Boccaletti, Giulio.,Deser, Clara.,Emanuel, Kerry.,...&Yamagata, Toshio.(2023).Harnessing AI and computing to advance climate modelling and prediction.Nature Climate Change,13(9).
MLA	Schneider, Tapio,et al."Harnessing AI and computing to advance climate modelling and prediction".Nature Climate Change 13.9(2023).