Climate Changes Prediction System Based on Weather Big Data Visualisation

被引：4

作者：

Buszta, Antoni ^{[1
]}

Mazurkiewicz, Jacek ^{[2
]}

机构：

[1] Dolby Poland Sp Zoo, PL-53611 Wroclaw, Poland

[2] Wroclaw Univ Technol, Dept Comp Engn, PL-50370 Wroclaw, Poland

来源：

THEORY AND ENGINEERING OF COMPLEX SYSTEMS AND DEPENDABILITY | 2015年 / 365卷

关键词：

weather forecasting; big data system; neural networks;

D O I：

10.1007/978-3-319-19216-1_8

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The paper introduces a new approach to weather forecasting. Overall prediction process consisted of processing big data, turning processed data to visualization, and later this visualization has been used for enhancing forecasting methods using artificial neural networks. The following assumptions are proved: data visualization gives additional interpretation possibilities, it is possible to enhance weather forecasting by data visualization, neural networks can be used for visual weather data analysis, neural networks can be used for climate changes prediction.

引用

页码：75 / 86

页数：12