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Hybrid SARIMA–Bi-LSTM model for monthly rainfall forecasting in the agroclimatic zones of Chhattisgarh

This study proposes a hybrid Seasonal Autoregressive Integrated Moving Average (SARIMA)–Bidirectional Long Short-Term Memory (Bi-LSTM) model for monthly rainfall forecasting in the agroclimatic zones of Chhattisgarh, India. Accurate rainfall prediction is critical for agricultural planning and wate...

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Principais autores: DIWAKAR NAIDU, SURENDRA KUMAR CHANDNIHA
Format: Artigo
Sprog:Inglês
Udgivet: Association of agrometeorologists 2025-09-01
Serier:Journal of Agrometeorology
Fag:
Rainfall forecasting
Statistical techniques
Deep learning
Hybrid SARIMA–Bi-LSTM model
SARIMA
Agroclimatic zones
Online adgang:https://journal.agrimetassociation.org/index.php/jam/article/view/3010
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