Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity-Reference-Cited by-同舟云学术

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Comparative analysis of seven machine learning algorithms and five empirical models to estimate soil thermal conductivity

Published:2022-08 Issue: Volume:323 Page:109080
ISSN:0168-1923
Container-title:Agricultural and Forest Meteorology
language:en
Short-container-title:Agricultural and Forest Meteorology

Author:

Zhao Tianyue,Liu Shuchao,Xu Jia,He Hailong,Wang Dong,Horton Robert,Liu Gang

Funder

National Institute of Food and Agriculture

National Natural Science Foundation of China

National Science Foundation

Publisher

Elsevier BV

Subject

Atmospheric Science,Agronomy and Crop Science,Global and Planetary Change,Forestry

Reference77 articles.

1. Trees vs Neurons: comparison between random forest and ANN for high-resolution prediction of building energy consumption;Ahmad;Energy Build.,2017

2. Soil bulk density estimation methods: a review;Al-Shammary;Pedosphere,2018

3. Benchmarking current and emerging approaches to infrasound signal classification;Albert;Seismol. Res. Lett.,2020

4. Comparison of neural network and K-nearest neighbor methods in daily flow forecasting;Alireza;J. Appl. Sci.,2010

5. Using machine learning for prediction of saturated hydraulic conductivity and its sensitivity to soil structural perturbations;Araya;Water Resour. Res.,2019

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