Application of machine learning algorithms to model soil thermal diffusivity
Author:
Publisher
Elsevier BV
Subject
Condensed Matter Physics,General Chemical Engineering,Atomic and Molecular Physics, and Optics
Reference64 articles.
1. Use of multiple LIDAR-derived digital terrain indices and machine learning for high-resolution national-scale soil moisture mapping of the Swedish forest landscape;Ågren;Geoderma,2021
2. Improving the prediction of petroleum reservoir characterization with a stacked generalization ensemble model of support vector machines;Anifowose;Appl. Soft Comput.,2015
3. Thermal diffusivity and temperature regime of soils in large lysimeters of the experimental soil station of Moscow State University;Arkhangel’skaya;Eurasian Soil Sci.,2008
4. CNN deep learning performance in estimating nitrate uptake by maize and root zone losses under surface drip irrigation;Azad;J. Hydrol.,2023
5. A machine learning and deep learning based approach to predict the thermal performance of phase change material integrated building envelope;Bhamare;Build. Environ.,2021
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