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2020

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

2019

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

2018

Wellmann, Thilo; Haase, Dagmar; Knapp, Sonja; Salbach, Christoph; Selsam, Peter; Lausch, Angela

Urban land use intensity assessment: The potential of spatio-temporal spectral traits with remote sensing Journal Article

In: Ecological Indicators, vol. 85, pp. 190–203, 2018.

Abstract | Links | BibTeX | Tags: GLCM, Hemeroby, Human-use-intensity, NDVI, RapidEye, Remote Sensing, Spectral trait variations, Spectral traits, Urban land-use-intensity