Articles | Volume 21, issue 2
https://doi.org/10.5194/bg-21-605-2024
https://doi.org/10.5194/bg-21-605-2024
Research article
 | 
29 Jan 2024
Research article |  | 29 Jan 2024

Microclimate mapping using novel radiative transfer modelling

Florian Zellweger, Eric Sulmoni, Johanna T. Malle, Andri Baltensweiler, Tobias Jonas, Niklaus E. Zimmermann, Christian Ginzler, Dirk Nikolaus Karger, Pieter De Frenne, David Frey, and Clare Webster

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Cited articles

Ashcroft, M. B. and Gollan, J. R.: Moisture, thermal inertia, and the spatial distributions of near-surface soil and air temperatures: Understanding factors that promote microrefugia, Agr. Forest Meteorol., 176, 77–89, https://doi.org/10.1016/j.agrformet.2013.03.008, 2013. 
Bates, D., Mächler, M., Bolker, B., and Walker, S.: Fitting Linear Mixed-Effects Models Using lme4, J. Stat. Softw., 67, 1–48, https://www.jstatsoft.org/article/view/v067i01 (last access: 19 January 2024), 2015. 
Bode, C. A., Limm, M. P., Power, M. E., and Finlay, J. C.: Subcanopy Solar Radiation model: Predicting solar radiation across a heavily vegetated landscape using LiDAR and GIS solar radiation models, Remote Sens. Environ., 154, 387–397, https://doi.org/10.1016/j.rse.2014.01.028, 2014. 
Brändli, U.-B., Abegg, M., and Allgaier Leuch, B.: Schweizerisches Landesforstinventar, Ergebnisse der vierten Erhebung 2009–2017, Birmensdorf, Eidgenössische Forschungsanstalt für Wald, Schnee und Landschaft WSL, Bern, Bundesamt für Umwelt, 341 pp., https://doi.org/10.16904/envidat.146, 2020. 
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Short summary
The microclimatic conditions experienced by organisms living close to the ground are not well represented in currently used climate datasets derived from weather stations. Therefore, we measured and mapped ground microclimate temperatures at 10 m spatial resolution across Switzerland using a novel radiation model. Our results reveal a high variability in microclimates across different habitats and will help to better understand climate and land use impacts on biodiversity and ecosystems.
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