Knowledge‐guided machine learning for improving daily soil temperature prediction across the United States
Author:
Affiliation:
1. School of Natural Resources Univ. of Nebraska‐Lincoln 101 Hardin Hall, 3310 Holdrege St. Lincoln NE 68583‐0996 USA
2. Dep. of Biological Systems Engineering Univ. of Nebraska‐Lincoln 223 L. W. Chase Hall Lincoln NE 68583‐0726 USA
Publisher
Wiley
Subject
Soil Science
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/vzj2.20151
Reference72 articles.
1. Long temporal autocorrelations in tropical precipitation data and spike train prototypes
2. Thermal error modelling of machine tools based on ANFIS with fuzzy c-means clustering using a thermal imaging camera
3. Advanced machine learning model for better prediction accuracy of soil temperature at different depths
4. Intradiurnal and seasonal variability of soil temperature, heat flux, soil moisture content, and thermal properties under forest and pasture in Rondônia
5. Experimental investigation on the effects of elevated temperature on geotechnical behaviour of tropical residual soils
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