Juan Antonio Bellido-Jiménez

New machine learning approaches to improve reference evapotranspiration estimates using intra-daily temperature-based variables in a semi-arid region of Spain

Juan Antonio Bellido-Jiménez, Javier Estévez, A. P. García‐Marín · Agricultural Water Management · 2020 · 84 citations

Reference Evapotranspiration Estimates, Semi-arid Region, Numerical Weather Prediction +14

Assessing new intra-daily temperature-based machine learning models to outperform solar radiation predictions in different conditions

Juan Antonio Bellido-Jiménez, Javier Estévez, A. P. García‐Marín · Applied Energy · 2021 · 45 citations

Engineering, Machine Learning, Data Science +9

Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment

Javier Estévez, Juan Antonio Bellido-Jiménez, Xiaodong Liu et al. · Water · 2020 · 39 citations · Full text

Forecasting Methodology, Engineering, Weather Forecasting +16

Assessing Machine Learning Models for Gap Filling Daily Rainfall Series in a Semiarid Region of Spain

Juan Antonio Bellido-Jiménez, Javier Estévez, A. P. García‐Marín · Atmosphere · 2021 · 34 citations · Full text

Engineering, Weather Forecasting, Southern Spain +21

A regional machine learning method to outperform temperature-based reference evapotranspiration estimations in Southern Spain

Juan Antonio Bellido-Jiménez, Javier Estévez, A. P. García‐Marín · Agricultural Water Management · 2022 · 22 citations · Full text