{"title":"神经网络在气候预测和插值中的适用性:综合文献综述","authors":"S. Karmakar, Siddhartha Choubey, P. Mishra","doi":"10.5120/IJAIS2016451552","DOIUrl":null,"url":null,"abstract":"To be familiar with appropriateness of Neural Network in climate prediction and spatial interpolation, e comprehensive literature review of past 50 years is done and offered in this paper. And it is established that Neural Network such as BPN, RBF is best appropriate to be predicted chaotic behavior of climate variables like rainfall, rainfall runoff, and have efficient enough for prediction in long period. It is also found that Neural Network is significant for spatial interpolation of mean climate","PeriodicalId":92376,"journal":{"name":"International journal of applied information systems","volume":"48 1","pages":"33-54"},"PeriodicalIF":0.0000,"publicationDate":"2016-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Appropriateness of Neural Networks in Climate Prediction and Interpolations: A Comprehensive Literature Review\",\"authors\":\"S. Karmakar, Siddhartha Choubey, P. Mishra\",\"doi\":\"10.5120/IJAIS2016451552\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To be familiar with appropriateness of Neural Network in climate prediction and spatial interpolation, e comprehensive literature review of past 50 years is done and offered in this paper. And it is established that Neural Network such as BPN, RBF is best appropriate to be predicted chaotic behavior of climate variables like rainfall, rainfall runoff, and have efficient enough for prediction in long period. It is also found that Neural Network is significant for spatial interpolation of mean climate\",\"PeriodicalId\":92376,\"journal\":{\"name\":\"International journal of applied information systems\",\"volume\":\"48 1\",\"pages\":\"33-54\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-05-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International journal of applied information systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5120/IJAIS2016451552\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International journal of applied information systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5120/IJAIS2016451552","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Appropriateness of Neural Networks in Climate Prediction and Interpolations: A Comprehensive Literature Review
To be familiar with appropriateness of Neural Network in climate prediction and spatial interpolation, e comprehensive literature review of past 50 years is done and offered in this paper. And it is established that Neural Network such as BPN, RBF is best appropriate to be predicted chaotic behavior of climate variables like rainfall, rainfall runoff, and have efficient enough for prediction in long period. It is also found that Neural Network is significant for spatial interpolation of mean climate
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