A new strong convective precipitation forecasting method based on attention mechanism and spatio-temporal reasoning-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A new strong convective precipitation forecasting method based on attention mechanism and spatio-temporal reasoning

Published:2024-08-16 Issue:1 Volume:14 Page:
ISSN:2045-2322
Container-title:Scientific Reports
language:en
Short-container-title:Sci Rep

Author:

Zhao Ziliang,Wang Zhangu,Zhao Guoyu,Zhao Jun

Funder

Qingdao Postdoctoral Science Foundation

Qingdao Natural Science Foundation

Natural Science Foundation of Shandong Province

National Natural Science Foundation of China

Development Plan for Youth Innovation Teams in Higher Education Institutions in Shandong Province

Publisher

Springer Science and Business Media LLC

Link

https://www.nature.com/articles/s41598-024-68951-1.pdf

Reference36 articles.

1. Pan, X. et al. Improving nowcasting of convective development by incorporating polarimetric radar variables into a deep-learning model. Geophys. Res. Lett. 48, e2021GL095302 (2021).

2. Tada, M., Yoshimura, K. & Toride, K. Improving weather forecasting by assimilation of water vapor isotopes. Sci. Rep. 11, 18067 (2021).

3. Moral, A. D., Rigo, T. & Llasat, M. C. A radar-based centroid tracking algorithm for severe weather surveillance: Identifying split/merge processes in convective systems. Atmos. Res. 213, 110–120 (2018).

4. De, A. & Maitra, A. Modeling of rain drop size distribution in association with convective and cloud parameter over a tropical location. IEEE Trans. Geosci. Remote Sens. 61, 1–9 (2023).

5. Gagne, D. J. et al. Storm-based probabilistic hail forecasting with machine learning applied to convection-allowing ensembles. Weather Forecast. 32, 1819–1840 (2017).

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP