학술논문

Analysis of Local Rainfall Prediction Based on Intelligent Algorithm
Document Type
Conference
Source
2022 IEEE 2nd International Conference on Computer Systems (ICCS) Computer Systems (ICCS), 2022 IEEE 2nd International Conference on. :16-20 Sep, 2022
Subject
Computing and Processing
Precipitation
Graphical models
Heuristic algorithms
Computational modeling
Oceans
Neural networks
Fitting
seasonal precipitation
ConvLSTM
prediction factors
Language
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.