Oldal címe

Machine learning prediction of precipitations stable isotopes

Címlapos tartalom

Stable isotopes of hydrogen and oxygen are important natural tracers with a wide variety of environmental applications (e.g., the exploration of the water cycle, ecology and food authenticity). The spatially explicit predictions of their variations are obtained through various interpolation techniques.

The aim of the project is to explore the stable isotopic variability of precipitation across the European continent with the use of various machine learning algorithms.


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Megjelenés éve

Predicting the spatial distribution of stable isotopes in precipitation using a machine learning approach: a comparative assessment of random forest variants

Erdélyi, D; Kern, Z; Nyitrai, T; Hatvani, IG