Browsing Preprint by Subject "Precision irrigation, Water amount prediction, Data-based optimization, Hyper-parameters tuning, DL time series, Sensitivity analysis"

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Performance and Robustness Analysis of Advanced Machine Learning Models for Predicting the Required Irrigation Water Amount

LAOUZ, Hamed; AYAD, Soheyb; Labib TERRISSA, Sadek; Nabila BENHARKAT, Aicha; MERDACI, Samir (2024-02-09)

The agricultural sector plays a pivotal role in ensuring global food security, particularly in light of significant population growth. The demand for food is increasing substantially, while crop production may not ...

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