Evaluation of the Potential of Using Machine Learning and the Savitzky–Golay Filter to Estimate the Daily Soil Temperature in Gully Regions of the Chinese Loess …

W Deng, D Liu, F Guo, L Zhang, L Ma, Q Huang, Q Li… - Agronomy, 2024 - mdpi.com
Soil temperature directly affects the germination of seeds and the growth of crops. In order to
accurately predict soil temperature, this study used RF and MLP to simulate shallow soil …

[HTML][HTML] Multi-Factor Prediction of Water Inflow from the Working Face Based on an Improved SSA-RG-MHA Model

Y Ding, S Yin, Z Dai, H Lian, C Bu - Water, 2024 - mdpi.com
The accurate prediction of mine water inflow is very important for mine design and safe
production. The existing forecasting methods based on single factors are often less accurate …