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Earth Science

D-Index
50
Citations
9211
World Ranking
3410
National Ranking
230

Overview

Alexander Brenning is a researcher affiliated with Friedrich Schiller University Jena in Germany. Their work primarily falls within the domain of Environmental Science, with a significant focus on several subfields including Global and Planetary Change, Environmental Engineering, Management, Monitoring, Policy and Law, Atmospheric Science, and Ecology.

Their research interests are aligned with various specialized topics such as Landslides and related hazards, Soil Geostatistics and Mapping, Remote Sensing in Agriculture, Cryospheric studies and observations, Flood Risk Assessment and Management, Remote Sensing and LiDAR Applications, and Plant Water Relations and Carbon Dynamics.

Alexander Brenning has contributed to multiple scientific publications in notable venues. Frequent publication outlets for their work include:

  • Zenodo (CERN European Organization for Nuclear Research)
  • arXiv (Cornell University)
  • SSRN Electronic Journal
  • Biogeosciences
  • Remote Sensing

Their recent papers demonstrate a range of topics and collaborative authorship. Selected recent works include:

  • "Where Are Global Vegetation Greening and Browning Trends Significant?" (2021), Geophysical Research Letters
  • "How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences" (2024), Earth s Future
  • "The performance of landslide susceptibility models critically depends on the quality of digital elevation models" (2020), Geomatics Natural Hazards and Risk
  • "Vegetation modulates the impact of climate extremes on gross primary production" (2021), Biogeosciences
  • "Towards a global understanding of vegetation-climate dynamics at multiple timescales" (2020), Biogeosciences

Brenning has collaborated extensively with several frequent coauthors, including:

  • Markus Reichstein
  • Patrick Schratz
  • Helene Petschko
  • Raphael Knevels
  • Herwig Proske

This collaboration reflects an active presence in interdisciplinary environmental research networks. Their work covers a wide array of scientific challenges related to remote sensing, hazard assessment, vegetation-climate dynamics, and geostatistical modeling.

Best Publications

  • Evaluating machine learning and statistical prediction techniques for landslide susceptibility modeling

    J. N. Goetz;J. N. Goetz;J. N. Goetz;Alexander Brenning;Alexander Brenning;Helene Petschko;Philip Leopold

  • Spatial prediction models for landslide hazards: review, comparison and evaluation

    A. Brenning

  • Hyperparameter tuning and performance assessment of statistical and machine-learning algorithms using spatial data

    Patrick Schratz;Jannes Muenchow;Eugenia Iturritxa;Jakob Richter

  • A geographic approach for combining social media and authoritative data towards identifying useful information for disaster management

    João Porto de Albuquerque;Benjamin Herfort;Alexander Brenning;Alexander Zipf

  • Permafrost distribution in the European Alps: calculation and evaluation of an index map and summary statistics

    Lorenz Boeckli;A Brenning;Stephan Gruber;Jeannette Noetzli

  • Integrating physical and empirical landslide susceptibility models using generalized additive models

    Jason N. Goetz;Richard H. Guthrie;Alexander Brenning

  • Hydrological and geomorphological significance of rock glaciers in the dry Andes, Chile (27°-33°S).

    Gerardo Azócar;Gerardo Azócar;A. Brenning

  • Spatial cross-validation and bootstrap for the assessment of prediction rules in remote sensing: The R package sperrorest

    Alexander Brenning

  • Assessing the quality of landslide susceptibility maps – case study Lower Austria

    H. Petschko;A. Brenning;R. Bell;J. Goetz;J. Goetz

  • A statistical approach to modelling permafrost distribution in the European Alps or similar mountain ranges

    L. Boeckli;A. Brenning;S. Gruber;J. Noetzli

  • Geomorphological, hydrological and climatic significance of rock glaciers in the Andes of Central Chile (33–35°S)

    Alexander Brenning

  • Benchmarking classifiers to optimally integrate terrain analysis and multispectral remote sensing in automatic rock glacier detection

    Alexander Brenning

  • A comparative study of different classification techniques for marine oil spill identification using RADARSAT-1 imagery

    Linlin Xu;Jonathan Li;Jonathan Li;Alexander Brenning

  • Exploring discrepancies between quantitative validation results and the geomorphic plausibility of statistical landslide susceptibility maps

    Stefan Steger;Alexander Brenning;Rainer Bell;Helene Petschko

  • Assessing fruit-tree crop classification from Landsat-8 time series for the Maipo Valley, Chile

    M.A. Peña;A. Brenning

  • Predictive mapping of reef fish species richness, diversity and biomass in Zanzibar using IKONOS imagery and machine-learning techniques.

    Anders Knudby;Ellsworth LeDrew;Alexander Brenning

  • Where Are Global Vegetation Greening and Browning Trends Significant

    José Cortés;José Cortés;Miguel D. Mahecha;Miguel D. Mahecha;Miguel D. Mahecha;Markus Reichstein;Ranga B. Myneni

  • Logistic regression modeling of rock glacier and glacier distribution: Topographic and climatic controls in the semi-arid Andes

    Alexander Brenning;Dario Trombotto

  • Landslide susceptibility near highways is increased by 1 order of magnitude in the Andes of southern Ecuador, Loja province

    A. Brenning;A. Brenning;M. Schwinn;A. P. Ruiz-Páez;A. P. Ruiz-Páez;J. Muenchow

  • The influence of systematically incomplete shallow landslide inventories on statistical susceptibility models and suggestions for improvements

    S. Steger;A. Brenning;R. Bell;T. Glade

  • Status and evolution of the cryosphere in the Andes of Santiago (Chile, 33.5°S.)

    Xavier Bodin;Xavier Bodin;F. Rojas;F. Rojas;A. Brenning

Frequent Co-Authors

Miguel D. Mahecha
Miguel D. Mahecha Leipzig University
Markus Reichstein
Markus Reichstein Max Planck Institute for Biogeochemistry
Stephan Gruber
Stephan Gruber Carleton University
Thomas Glade
Thomas Glade University of Vienna
Yanjun Shen
Yanjun Shen Chinese Academy of Sciences
Joachim Denzler
Joachim Denzler Friedrich Schiller University Jena
Christoph Plutzar
Christoph Plutzar BOKU University
Michael Sommer
Michael Sommer University of Potsdam
Nuno Carvalhais
Nuno Carvalhais Max Planck Institute for Biogeochemistry
Simone Gingrich
Simone Gingrich BOKU University

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