Web Ecology
Web Ecology
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Articles | Volume 25, issue 2
Articles | Volume 25, issue 2
https://doi.org/10.5194/we-25-169-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/we-25-169-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 25, issue 2
Standard article
 | 
18 Sep 2025
Standard article |  | 18 Sep 2025

Geographically weighted models in palaeoecology: R package and application to testate amoebae in peatlands

Sophie Erb, Matthieu Mulot, Alina Matei, and Edward A. D. Mitchell

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Short summary
It is well known that the spatial distribution of micro-organisms is heterogeneous. Taking spatiality into account allows for better modelling of the environmental parameters that drive the distribution of living organisms. We show that geographically weighted models perform much better in reconstructing water table depth in peatlands based on testate amoeba communities. The method (R package) can be used for any application of a regression model in the case of heterogeneous spatial distribution.
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