An enhanced CNN with ResNet50 and LSTM deep learning forecasting model for climate change decision making

An enhanced CNN with ResNet50 and LSTM deep learning forecasting model for climate change decision making

Abstract Climate change poses a significant challenge to wind energy production. It involves long-term, noticeable changes in key climatic factors such as wind power, temperature, wind speed, and wind patterns. Addressing climate change is essential to safeguarding our environment, societies, and ec...

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Bibliographic Details
Main Authors: Ahmed M. Elshewey, Mona M. Jamjoom, Eman H. Alkhammash
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Climate change
CNN
ResNet50
LSTM
Deep learning
Temperature
Online Access:https://doi.org/10.1038/s41598-025-97401-9
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