A Novel Hybrid Intelligent SOPDEL Model with Comprehensive Data Preprocessing for Long-Time-Series Climate Prediction

A Novel Hybrid Intelligent SOPDEL Model with Comprehensive Data Preprocessing for Long-Time-Series Climate Prediction

Long-time-series climate prediction is of great significance for mitigating disasters; promoting ecological civilization; identifying climate change patterns and preventing floods, drought and typhoons. However, the general public often struggles with the complexity and extensive temporal range of m...

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Bibliographic Details
Main Authors: Zeyu Zhou, Wei Tang, Mingyang Li, Wen Cao, Zhijie Yuan
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Remote Sensing
Subjects:
long-time-series climate prediction
ELM learning
LSTM learning
multi-layer high-speed feature enhancement
three-dimensional input conversion technology
PD-RS-PE data decomposition
Online Access:https://www.mdpi.com/2072-4292/15/7/1951

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https://www.mdpi.com/2072-4292/15/7/1951

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