Sheng-bin Wu, Ying-di Yang, Qili Wu, Beibei Mao, Zhimin Liu, Hao Yu, Mei Long, Shao-Ting Ge
{"title":"基于智能算法的局地降雨预报分析","authors":"Sheng-bin Wu, Ying-di Yang, Qili Wu, Beibei Mao, Zhimin Liu, Hao Yu, Mei Long, Shao-Ting Ge","doi":"10.1109/ICCS56273.2022.9987970","DOIUrl":null,"url":null,"abstract":"This paper discusses the model of Indian Ocean sea area, simulates the rainfall process and the related air sea interaction process in the bay of Bengal on the intraseasonal scale, explores the spatial distribution and temporal variation law of intraseasonal precipitation, and clarifies its related main dynamic factors, then uses the ConvLSTM which is the intelligent algorithm to provide a basis for the selection of seasonal precipitation prediction factors.","PeriodicalId":382726,"journal":{"name":"2022 IEEE 2nd International Conference on Computer Systems (ICCS)","volume":"11 7","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Analysis of Local Rainfall Prediction Based on Intelligent Algorithm\",\"authors\":\"Sheng-bin Wu, Ying-di Yang, Qili Wu, Beibei Mao, Zhimin Liu, Hao Yu, Mei Long, Shao-Ting Ge\",\"doi\":\"10.1109/ICCS56273.2022.9987970\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses the model of Indian Ocean sea area, simulates the rainfall process and the related air sea interaction process in the bay of Bengal on the intraseasonal scale, explores the spatial distribution and temporal variation law of intraseasonal precipitation, and clarifies its related main dynamic factors, then uses the ConvLSTM which is the intelligent algorithm to provide a basis for the selection of seasonal precipitation prediction factors.\",\"PeriodicalId\":382726,\"journal\":{\"name\":\"2022 IEEE 2nd International Conference on Computer Systems (ICCS)\",\"volume\":\"11 7\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 2nd International Conference on Computer Systems (ICCS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCS56273.2022.9987970\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 2nd International Conference on Computer Systems (ICCS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCS56273.2022.9987970","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Analysis of Local Rainfall Prediction Based on Intelligent Algorithm
This paper discusses the model of Indian Ocean sea area, simulates the rainfall process and the related air sea interaction process in the bay of Bengal on the intraseasonal scale, explores the spatial distribution and temporal variation law of intraseasonal precipitation, and clarifies its related main dynamic factors, then uses the ConvLSTM which is the intelligent algorithm to provide a basis for the selection of seasonal precipitation prediction factors.