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Scheuer, Sebastian; Haase, Dagmar; Haase, Annegret; Wolff, Manuel; Wellmann, Thilo

A glimpse into the future of exposure and vulnerabilities in cities? Modelling of residential location choice of urban population with random forest Journal Article

In: Natural Hazards and Earth System Sciences, vol. 21, no. 1, pp. 203–217, 2021.

Abstract | Links | BibTeX | Tags: Climate Change, Climate Change Adaptation, Leipzig, Machine learning, Natural hazards, Random forest, Risk assessment


Andersson, Erik; Haase, Dagmar; Scheuer, Sebastian; Wellmann, Thilo

Neighbourhood character affects the spatial extent and magnitude of the functional footprint of urban green infrastructure Journal Article

In: Landscape Ecology, vol. 35, no. 7, pp. 1605–1618, 2020.

Abstract | Links | BibTeX | Tags: Ecological flows, Land surfacae temperature, Landsat, Leipzig, Neighbouring effects, Rise-and-decay functions, Urban birds, Urban green infrastructure

Wellmann, Thilo; Lausch, Angela; Scheuer, Sebastian; Haase, Dagmar

Earth observation based indication for avian species distribution models using the spectral trait concept and machine learning in an urban setting Journal Article

In: Ecological Indicators, vol. 111, pp. 106029, 2020.

Abstract | Links | BibTeX | Tags: Leipzig, Machine learning, Random forest, RapidEye, Remote Sensing, Species Distribution Models, Spectral trait variations, Spectral traits, Urban birds


Haase, Dagmar; Jänicke, Clemens; Wellmann, Thilo

Front and back yard green analysis with subpixel vegetation fractions from earth observation data in a city Journal Article

In: Landscape and Urban Planning, vol. 182, pp. 44–54, 2019.

Abstract | Links | BibTeX | Tags: Leipzig, Private green, RapidEye, Remote Sensing, Spectral unmixing