Juan Hiedra Cobo

A spatiotemporal CNN-LSTM deep learning model for predicting soil temperature in diverse large-scale regional climates

Vahid Farhangmehr, Hanifeh Imanian, Abdolmajid Mohammadian et al. · The Science of The Total Environment · 2025 · 45 citations

Natural Sciences, Earth Sciences, Soil Sciences +15

A Convolutional Neural Network Model for Soil Temperature Prediction under Ordinary and Hot Weather Conditions: Comparison with a Multilayer Perceptron Model

Vahid Farhangmehr, Juan Hiedra Cobo, Abdolmajid Mohammadian et al. · Sustainability · 2023 · 26 citations · Full text

Natural Sciences, Earth Sciences, Soil Sciences +14

A Comprehensive Study of Artificial Intelligence Applications for Soil Temperature Prediction in Ordinary Climate Conditions and Extremely Hot Events

Hanifeh Imanian, Juan Hiedra Cobo, Pierre Payeur et al. · Sustainability · 2022 · 22 citations · Full text

Computing, Computer Science, Soil Sciences +16

Spatial Interpolation of Soil Temperature and Water Content in the Land-Water Interface Using Artificial Intelligence

Hanifeh Imanian, Hamidreza Shirkhani, Abdolmajid Mohammadian et al. · Water · 2023 · 20 citations · Full text

Computing, Computer Science, Earth Sciences +15

A comparative analysis of deep learning models for soil temperature prediction in cold climates

Hanifeh Imanian, Abdolmajid Mohammadian, Vahid Farhangmehr et al. · Theoretical and Applied Climatology · 2023 · 18 citations · Full text

Computing, Computer Science, Soil Sciences +13