Alexander Brenning

Friedrich Schiller University Jena

Germany

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Articles (18)

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2025

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2025

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2022

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2021

Collaborators (14)

Markus Reichstein

Max Planck Institute for Biogeochemistry

GERMANY

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Kelley De Polt

Vrije Universiteit Amsterdam

NETHERLANDS

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Heimo Truhetz

University of Graz

AUSTRIA

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Sungmin O

Research Professor

Ewha Womans University

SOUTH KOREA

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Jakob Zscheischler

Professor

Technische Universität Dresden

GERMANY

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Helene Petschko

Research associate and lecturer

Friedrich Schiller University Jena

GERMANY

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Jason Goetz

Wilfrid Laurier University

CANADA

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Shijie Jiang

Max Planck Institute for Biogeochemistry

GERMANY

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Philip Leopold

AIT Austrian Institute of Technology GmbH

AUSTRIA

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Christian Pfeifer

Thuringian Institute of Sustainability and Climate Protection (ThINK)

GERMANY

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Guo Yu

Assistant Research Professor

Desert Research Institute - Las Vegas

UNITED STATES

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Bernd Bischl

Professor

Ludwig-Maximilians-Universität München

GERMANY

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Rene Orth

Full Professor

University of Freiburg

GERMANY

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Zhihao Wang

University of California, Davis

UNITED STATES

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Alexander Brenning

Research Interests

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Articles (18)

Exploring the potential of aerial drone imagery to distinguish breeding Adélie (Pygoscelis adeliae), chinstrap (Pygoscelis antarcticus) and gentoo (Pygoscelis papua) penguins in Antarctica

Spatially distributed antecedent rainfall thresholds for landslide occurrence: a multitask machine learning modelling approach

Addressing Challenges in Simulating Inter–Annual Variability of Gross Primary Production

Spatial Patterns of Vegetation Activity Related to ENSO in Northern South America

How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences

Increased Occurrence of Large‐Scale Windthrows Across the Amazon Basin

Official heat warnings miss situations with a detectable societal heat response in European countries

Assessing uncertainties in landslide susceptibility predictions in a changing environment (Styrian Basin, Austria)

Benchmarking Sentinel-2-derived predictors for long-term burn severity modelling: the 2016–17 Chilean firestorm

Climate change amplified the 2009 extreme landslide event in Austria

Interpreting machine-learning models in transformed feature space with an application to remote-sensing classification

Digital Mapping of Soil Properties Using Ensemble Machine Learning Approaches in an Agricultural Lowland Area of Lombardy, Italy

Accounting for Deciduous Forest Structure and Viewing Geometry Effects Improves Sentinel-1 Time Series Image Consistency

Impact of Updating Vegetation Information on Land Surface Model Performance

Exploring the relationship between temperature forecast errors and Earth system variables

Transfer learning for landslide susceptibility modeling using domain adaptation and case-based reasoning

Towards the Use of Land Use Legacies in Landslide Modeling: Current Challenges and Future Perspectives in an Austrian Case Study

Monitoring Forest Health Using Hyperspectral Imagery: Does Feature Selection Improve the Performance of Machine-Learning Techniques?

Collaborators (14)

Markus Reichstein

Kelley De Polt

Heimo Truhetz

Sungmin O

Jakob Zscheischler

Helene Petschko

Jason Goetz

Shijie Jiang

Philip Leopold

Christian Pfeifer

Guo Yu

Bernd Bischl

Rene Orth

Zhihao Wang

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