References#
Larry E Band, Mary L Cadenasso, C Susan Grimmond, J Morgan Grove, and Steward TA Pickett. Heterogeneity in urban ecosystems: patterns and process. In Ecosystem function in heterogeneous landscapes, pages 257–278. Springer, 2005.
Martí Bosch. PyLandStats: an open-source Pythonic library to compute landscape metrics. PLOS ONE, 14(12):e0225734, 2019.
Ellen Bowler, Veronique Lefebvre, Marion Pfeifer, and Robert M Ewers. Optimising sampling designs for habitat fragmentation studies. Methods in Ecology and Evolution, 13(1):217–229, 2022.
J Brennen, D Bender, T Contreras, and L Fahrig. Focal patch landscape studies for wildlife management: optimizing sampling effort across scales. Integrating landscape ecology into natural resource management, pages 68–91, 2002.
Moritz Burger, Moritz Gubler, Andreas Heinimann, and Stefan Brönnimann. Modelling the spatial pattern of heatwaves in the city of bern using a land use regression approach. Urban climate, 38:100885, 2021.
Annkatrin Burgstall. Representing the urban heat island effect in future climates. Technical Report, MeteoSwiss, 2019.
Annkatrin Burgstall, Lionel Fontannaz, Marco Gaia, Regula Gehrig, Urs Graf, Stefanie Gubler, Sven Kotlarski, Daniel Murer, Thomas Schlegel, Cornelia Schwierz, and Christoph Spirig. Von den warnungen bis zur klimatologie – das thema hitze an der meteoschweiz. Technical report MeteoSwiss No. 276 276, MeteoSwiss, 2021.
Joan Casanelles-Abella, Yohann Chauvier, Florian Zellweger, Petrissa Villiger, David Frey, Christian Ginzler, Marco Moretti, and Loïc Pellissier. Applying predictive models to study the ecological properties of urban ecosystems: a case study in zürich, switzerland. Landscape and Urban Planning, 214:104137, 2021.
Dimitrios Effrosynidis and Avi Arampatzis. An evaluation of feature selection methods for environmental data. Ecological Informatics, 61:101224, 2021.
Zhengpeng Feng, Sadiq Jaffer, Jovana Knezevic, Silja Sormunen, Robin Young, Madeline C. Lisaius, Markus Immitzer, Toby Jackson, James Ball, Clement Atzberger, David A. Coomes, Anil Madhavapeddy, Andrew Blake, and Srinivasan Keshav. TESSERA: temporal embeddings of surface spectra for earth representation and analysis. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2026. arXiv:2506.20380.
Martin Fleischmann. Momepy: urban morphology measuring toolkit. Journal of Open Source Software, 4(43):1807, 2019.
Gregory Giuliani, Bruno Chatenoux, Andrea De Bono, Denisa Rodila, Jean-Philippe Richard, Kim Allenbach, Hy Dao, and Pascal Peduzzi. Building an earth observations data cube: lessons learned from the Swiss Data Cube (SDC) on generating analysis ready data (ARD). Big Earth Data, 1(1–2):100–117, 2017.
Gregory Giuliani, Denisa Rodila, Nathan Külling, Ramona Maggini, and Anthony Lehmann. Downscaling switzerland land use/land cover data using nearest neighbors and an expert system. Land, 11(5):615, 2022.
Kevin J Gutzwiller and Kimberly M Serno. Using the risk of spatial extrapolation by machine-learning models to assess the reliability of model predictions for conservation. Landscape Ecology, 38(6):1363–1372, 2023.
Maximilian HK Hesselbarth, Jakub Nowosad, Alida de Flamingh, Craig E Simpkins, Martin Jung, Gemma Gerber, and Martí Bosch. Computational methods in landscape ecology. Current Landscape Ecology Reports, 10(1):2, 2024.
Gerard Hoek, Rob Beelen, Kees De Hoogh, Danielle Vienneau, John Gulliver, Paul Fischer, and David Briggs. A review of land-use regression models to assess spatial variation of outdoor air pollution. Atmospheric environment, 42(33):7561–7578, 2008.
Romain Hugonnet, Fanny Brun, Etienne Berthier, Amaury Dehecq, Ines Dussaillant, and Daniel Farinotti. Uncertainty quantification of digital elevation models by spatially structured statistical inference. Geophysical Research Letters, 49(14):e2022GL099518, 2022.
Heather Bird Jackson and Lenore Fahrig. What size is a biologically relevant landscape? Landscape ecology, 27(7):929–941, 2012.
Maider Llaguno-Munitxa and E Bou-Zeid. The environmental neighborhoods of cities and their spatial extent. Environmental Research Letters, 15(7):074034, 2020.
Hanna Meyer and Edzer Pebesma. Predicting into unknown space? estimating the area of applicability of spatial prediction models. Methods in Ecology and Evolution, 12(9):1620–1633, 2021.
Jon Pasher, Scott W Mitchell, Douglas J King, Lenore Fahrig, Adam C Smith, and Kathryn E Lindsay. Optimizing landscape selection for estimating relative effects of landscape variables on ecological responses. Landscape ecology, 28(3):371–383, 2013.
Sergio J Rey and Luc Anselin. Pysal: a python library of spatial analytical methods. In Handbook of applied spatial analysis: Software tools, methods and applications, pages 175–193. Springer, 2009.
Kurt Riitters. Pattern metrics for a transdisciplinary landscape ecology. Landscape Ecology, 34(9):2057–2063, 2019.
Stefan Schindler, Henrik von Wehrden, Kostas Poirazidis, Wesley M Hochachka, Thomas Wrbka, and Vassiliki Kati. Performance of methods to select landscape metrics for modelling species richness. Ecological Modelling, 295:107–112, 2015.
Ian D Stewart and Tim R Oke. Local climate zones for urban temperature studies. Bulletin of the American Meteorological Society, 93(12):1879–1900, 2012.