Machine learning-based pedotransfer functions to predict soil water characteristics curves
出版年份 2023 全文链接
标题
Machine learning-based pedotransfer functions to predict soil water characteristics curves
作者
关键词
-
出版物
Transportation Geotechnics
Volume -, Issue -, Pages 101052
出版商
Elsevier BV
发表日期
2023-06-22
DOI
10.1016/j.trgeo.2023.101052
参考文献
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- (2022) K.K. Pabodha M. Kannangara et al. Journal of Rock Mechanics and Geotechnical Engineering
- Beyond prediction: methods for interpreting complex models of soil variation
- (2022) Alexandre M.J-C. Wadoux et al. GEODERMA
- Tunneling-induced settlement prediction using the hybrid feature selection method for feature optimization
- (2022) Yang Cheng et al. Transportation Geotechnics
- Estimation of wetting hydraulic conductivity function for unsaturated sandy soil
- (2021) Qian Zhai et al. ENGINEERING GEOLOGY
- Assessment of rockburst risk using multivariate adaptive regression splines and deep forest model
- (2021) Deping Guo et al. Acta Geotechnica
- Method for predicting drying-wetting and scanning soil-water characteristic curves
- (2021) Jinchun Chai et al. Transportation Geotechnics
- Analysis of neural network based pedotransfer function for predicting soil water characteristic curve
- (2019) Khanh Pham et al. GEODERMA
- Prediction of soil-water characteristic curves using basic soil properties
- (2019) Jinchun Chai et al. Transportation Geotechnics
- Water retention curve correction using changes in bulk density during data collection
- (2018) Xuguang Xing et al. ENGINEERING GEOLOGY
- Unsaturated Shear Strength of Soil with Bimodal Soil-water Characteristic Curve
- (2018) Alfrendo Satyanaga et al. GEOTECHNIQUE
- Soil Bulk Density Estimation Methods: A Review
- (2018) Ahmed Abed Gatea AL-SHAMMARY et al. PEDOSPHERE
- Estimating soil bulk density with information metrics of soil texture
- (2017) Miguel Ángel Martín et al. GEODERMA
- Pedotransfer Functions in Earth System Science: Challenges and Perspectives
- (2017) Kris Van Looy et al. REVIEWS OF GEOPHYSICS
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Mechanisms for Soil-Water Retention and Hysteresis at High Suction Range
- (2015) Ning Lu et al. JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING
- Variable importance analysis: A comprehensive review
- (2015) Pengfei Wei et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Estimation of soil–water characteristic curve and relative permeability for granular soils with different initial dry densities
- (2014) Wan-Huan Zhou et al. ENGINEERING GEOLOGY
- Revisiting the pseudo continuous pedotransfer function concept: Impact of data quality and data mining method
- (2014) A. Haghverdi et al. GEODERMA
- Gradient boosting machines, a tutorial
- (2013) Alexey Natekin et al. Frontiers in Neurorobotics
- Reliability analysis of soil–water characteristics curve and its application to slope stability analysis
- (2012) C.F. Chiu et al. ENGINEERING GEOLOGY
- Soil–water characteristic curves of gap-graded soils
- (2011) Harianto Rahardjo et al. ENGINEERING GEOLOGY
- A water retention model for deformable soils
- (2009) A. TARANTINO GEOTECHNIQUE
- Pedotransfer functions estimating soil hydraulic properties using different soil parameters
- (2007) Christen D. Børgesen et al. HYDROLOGICAL PROCESSES
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