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Booba, B. and Fathima, M. S (2025) A Novel Deep Learning Architecture for Irrigation Prediction Using ID-CNN Bidirectional GRU- Fusion Model. International journal of intelligent Engineering and systems, 18 (5). ISSN 2185-310X