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Hybrid decomposition-based deep learning and boosting models for accurate prediction of evaporation potential in multi-climate regions | Synapse
March 3, 2026
Hybrid decomposition-based deep learning and boosting models for accurate prediction of evaporation potential in multi-climate regions
RF
Reza Farzad
YK
Yusef Kheyruri
AS
Ahmad Sharafati
Islamic Azad University, Tehran
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Key Points
Accurate prediction of evaporation potential enhances water resource management across diverse climates.
The hybrid model achieved a 15% increase in prediction accuracy compared to traditional methods.
Analysis incorporated data from multiple climate zones to assess evaporation differences effectively.
These findings highlight the need for advanced modeling in environmental studies and climate adaptability.
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Farzad et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75de6c6e9836116a28329
https://doi.org/https://doi.org/10.1016/j.asr.2026.01.088