An open source Python library for environmental isotopic modelling

Isotopic composition modelling is a key aspect in many environmental studies. This work presents Isocompy, an open source Python library that estimates isotopic compositions through machine learning algorithms with user-defined variables. Isocompy includes dataset preprocessing, outlier detection, s...

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Bibliographic Details
Published in:	Scientific reports Vol. 13; no. 1; pp. 1895 - 19
Main Authors:	Hassanzadeh, Ashkan, Valdivielso, Sonia, Vázquez-Suñé, Enric, Criollo, Rotman, Corbella, Mercè
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 02.02.2023 Nature Publishing Group Nature Portfolio
Subjects:	704/106/242 704/2151/241 Algorithms Decision making Environmental research Environmental studies General circulation models Humanities and Social Sciences Humidity Hydrology Isotope studies Isotopes Libraries Machine learning Mathematical models multidisciplinary Phase transitions Precipitation Science Science (multidisciplinary) Statistical analysis
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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