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Alexander Brenning

Friedrich-Schiller-Universität Jena

SCHOLARLY PAPERS

7

DOWNLOADS

326

TOTAL CITATIONS

1

Scholarly Papers (7)

1.

Spatial Prediction of Soil Organic Carbon Combining Machine Learning with Residual Kriging in an Agricultural Lowland Area (Lombardy Region, Italy)

Number of pages: 17 Posted: 31 Oct 2023
Odunayo David Adeniyi, Alexander Brenning and Michael Maerker
University of Pavia, Friedrich-Schiller-Universität Jena and University of Pavia
Downloads 100 (694,528)

Abstract:

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Soil organic carbon (SOC), Digital Soil Mapping, Machine Learning, residual kriging, Lombardy lowlands

2.

An Assessment of Spatial Random Forests for Environmental Mapping: The Case of Groundwater Nitrate Concentration

Number of pages: 38 Posted: 25 Feb 2025
Jonathan Karl Frank, Thomas Suesse and Alexander Brenning
Friedrich-Schiller-Universität Jena, Friedrich-Schiller-Universität Jena and Friedrich-Schiller-Universität Jena
Downloads 72 (860,052)
Citation 1

Abstract:

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machine learning, Spatial random forests, Environmental contaminants, geostatistics, Regionalization

3.

Geostatistical active learning for expanding monitoring networks for environmental decision making

Number of pages: 17 Posted: 13 Nov 2025 Last Revised: 21 Nov 2025
Friedrich-Schiller-Universität Jena, Friedrich-Schiller-Universität Jena, Friedrich-Schiller-Universität Jena and Friedrich-Schiller-Universität Jena
Downloads 58 (980,173)

Abstract:

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active learning, geostatistics, monitoring network design, spatial sampling design, limit-value exceedance area, groundwater nitrate

4.

Mapping Heat-Related Risk in Three Mid-Sized European Cities

Number of pages: 26 Posted: 21 Aug 2025
affiliation not provided to SSRN, Friedrich-Schiller-Universität Jena, University of Turku and affiliation not provided to SSRN
Downloads 41 (1,170,409)

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urban heat, heat risk assessment, vulnerability, apartment rent, air temperature, green space, socioeconomic disparities

5.

Exploring the Potential of Aerial Drone Imagery to Distinguish Breeding Adélie (Pygoscelis Adeliae), Chinstrap (Pygoscelis Antarcticus) and Gentoo (Pygoscelis Papua) Penguins in Antarctica

Number of pages: 28 Posted: 14 Sep 2024
Friedrich-Schiller-Universität Jena, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Friedrich-Schiller-Universität Jena
Downloads 25 (1,385,945)

Abstract:

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UAV, penguin, Pygoscelis, species differentiation, guano, Flight planning

6.

Official Heat Warnings Miss Situations with a Detectable Societal Heat Response in European Countries

Number of pages: 29 Posted: 28 Jul 2023
Max Planck Institute for Biogeochemistry, Friedrich-Schiller-Universität Jena, Max Planck Institute for Biogeochemistry, Max Planck Institute for Biogeochemistry, University of Hamburg, Max Planck Institute for Biogeochemistry and Max Planck Institute for Biogeochemistry
Downloads 24 (1,399,036)

Abstract:

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heat wave, Google Trends, societal attention, Europe, heat warnings

7.

Bias-corrected exceedance mapping of groundwater nitrate using geostatistical and machine-learning models

Number of pages: 27
Alexander Brenning, Jonathan Karl Frank and Thomas Suesse
Friedrich-Schiller-Universität Jena, Friedrich-Schiller-Universität Jena and Friedrich-Schiller-Universität Jena
Downloads 6

Abstract:

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limit-value exceedance area, exceedance probability, geostatistics, spatial machine learning, groundwater nitrate, non-stationary data, environmental pollution