Soil temperature dynamics at hillslope scale—field observation and machine learning-based approach

A Nanda, S Sen, AN Sharma, KP Sudheer - Water, 2020 - mdpi.com
Soil temperature plays an important role in understanding hydrological, ecological,
meteorological, and land surface processes. However, studies related to soil temperature
variability are very scarce in various parts of the world, especially in the Indian Himalayan
Region (IHR). Thus, this study aims to analyze the spatio-temporal variability of soil
temperature in two nested hillslopes of the lesser Himalaya and to check the efficiency of
different machine learning algorithms to estimate soil temperature in the data-scarce region …

[引用][C] Soil temperature dynamics at hillslope scale—Field observation and machine learning-based approach. Water, 12, 713

A Nanda, S Sen, AN Sharma, KP Sudheer - 2020
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