How Much Can AI Techniques Improve Surface Air Temperature Forecast? —A Report from AI Challenger 2018 Global Weather Forecast Contest

Author:

Ji Lei,Wang Zaiwen,Chen Min,Fan Shuiyong,Wang Yingchun,Shen Zhiyuan

Publisher

Springer Science and Business Media LLC

Reference17 articles.

1. Bi, B. G., 2017: Progresses and thoughts on weather forecasting using artificial intelligence technology. Proc. National Conference of Weather Forecast Center Directors, Yinchuan, China, 12 October 2017. (in Chinese)

2. Burrows, W. R., and C. J. Mooney, 2018: Automated products for forecasting arctic blizzard conditions. J36.4 in Proc. Annual Meeting of the Amer. Meteor. Soc., Austin, Texas, 6–11 January 2018. Available at https://doi.org/ams.confex.com/ams/98Annual/webprogram/Paper336043.html . Accessed on 16 August 2019.

3. Collins, W., M. Prabhat, E. Racah, et al., 2018: Deep learning for detecting extreme weather and climate patterns. TJ7.1 in Proc. Annual Meeting of the Amer. Meteor. Soc., Austin. Texas, 6–11 January 2018. Available at https://doi.org/ams.confex.com/ams/98Annual/webprogram/Paper328029.html . Accessed on 16 August 2019.

4. Dai, Y., N. He, Z. Y. Fu, et al., 2019: Beijing intelligent grid temperature objective prediction method (BJTM) and verification of forecast result. J. Arid Meteor., 37, 339–344, doi: https://doi.org/10.11755/j.isssn.1006-7639(2019)-02-0339 . (in Chinese)

5. EarthRisk Technologies, 2013: TempRisk Apollo White Paper. Available at https://doi.org/www.earthrisktech.com/resouces/reports/white_papers/TempRiskApollo_WhitePaper_Oct2013.pdf . Accessed on 16 August 2019.

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