Works by Brenning, Alexander

Results: 72

Spatial patterns and bridge collapse interactions of erosional processes due to the 2021 Ahr valley flood.

Published in:

Environmental Sciences Europe, 2025, v. 37, n. 1, p. 1, doi. 10.1186/s12302-025-01130-9

By:

Weidt, Fabian;
Bell, Rainer;
Schrott, Lothar;
Brenning, Alexander;
Dietze, Michael;
Burghardt, Lisa;
Groeßer, Joshua

Publication type:

Article

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

Published in:

Machine Learning, 2023, v. 112, n. 9, p. 3455, doi. 10.1007/s10994-023-06327-8

By:

Brenning, Alexander

Publication type:

Article

Spatial-temporal variation of near-surface temperature lapse rates over the Tianshan Mountains, central Asia.

Published in:

Journal of Geophysical Research. Atmospheres, 2016, v. 121, n. 23, p. 14,006, doi. 10.1002/2016JD025711

By:

Shen, Yan-Jun;
Shen, Yanjun;
Goetz, Jason;
Brenning, Alexander

Publication type:

Article

Multivariate Anomaly Detection for Earth Observations: A Comparison of Algorithms and Feature Extraction Techniques.

Published in:

Earth System Dynamics Discussions, 2016, p. 1, doi. 10.5194/esd-2016-51

By:

Flach, Milan;
Gans, Fabian;
Brenning, Alexander;
Denzler, Joachim;
Reichstein, Markus;
Rodner, Erik;
Bathiany, Sebastian;
Bodesheim, Paul;
Guanche, Yanira;
Sippel, Sebastian;
Mahecha, Miguel D.

Publication type:

Article

Exploring the relationship between temperature forecast errors and Earth system variables.

Published in:

Earth System Dynamics, 2022, v. 13, n. 4, p. 1451, doi. 10.5194/esd-13-1451-2022

By:

Ruiz-Vásquez, Melissa;
O, Sungmin;
Brenning, Alexander;
Koster, Randal D.;
Balsamo, Gianpaolo;
Weber, Ulrich;
Arduini, Gabriele;
Bastos, Ana;
Reichstein, Markus;
Orth, René

Publication type:

Article

Where Are Global Vegetation Greening and Browning Trends Significant?

Published in:

Geophysical Research Letters, 2021, v. 48, n. 6, p. 1, doi. 10.1029/2020GL091496

By:

Cortés, José;
Mahecha, Miguel D.;
Reichstein, Markus;
Myneni, Ranga B.;
Chen, Chi;
Brenning, Alexander

Publication type:

Article

Interactions between Seasonal Snow Cover, Ground Surface Temperature and Topography (Andes of Santiago, Chile, 33.5°S).

Published in:

Permafrost & Periglacial Processes, 2012, v. 23, n. 4, p. 277, doi. 10.1002/ppp.1753

By:

Apaloo, Jotham;
Brenning, Alexander;
Bodin, Xavier

Publication type:

Article

The significance of rock glaciers in the dry Andes - reply to L. Arenson and M. Jakob.

Published in:

Permafrost & Periglacial Processes, 2010, v. 21, n. 3, p. 286, doi. 10.1002/ppp.702

By:

Brenning, Alexander

Publication type:

Article

Sampling and statistical analyses of BTS measurements.

Published in:

Permafrost & Periglacial Processes, 2005, v. 16, n. 4, p. 383, doi. 10.1002/ppp.541

By:

Brenning, Alexander;
Gruber, Stephan;
Hoelzle, Martin

Publication type:

Article

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

Published in:

Permafrost & Periglacial Processes, 2005, v. 16, n. 3, p. 231, doi. 10.1002/ppp.528

By:

Brenning, Alexander

Publication type:

Article

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

Published in:

Land (2012), 2023, v. 12, n. 2, p. 494, doi. 10.3390/land12020494

By:

Adeniyi, Odunayo David;
Brenning, Alexander;
Bernini, Alice;
Brenna, Stefano;
Maerker, Michael

Publication type:

Article

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

Published in:

Land (2012), 2021, v. 10, n. 9, p. 1, doi. 10.3390/land10090954

By:

Knevels, Raphael;
Brenning, Alexander;
Gingrich, Simone;
Heiss, Gerhard;
Lechner, Theresia;
Leopold, Philip;
Plutzar, Christoph;
Proske, Herwig;
Petschko, Helene

Publication type:

Article

How Interpretable Machine Learning Can Benefit Process Understanding in the Geosciences.

Published in:

Earth's Future, 2024, v. 12, n. 7, p. 1, doi. 10.1029/2024EF004540

By:

Jiang, Shijie;
Sweet, Lily‐belle;
Blougouras, Georgios;
Brenning, Alexander;
Li, Wantong;
Reichstein, Markus;
Denzler, Joachim;
Shangguan, Wei;
Yu, Guo;
Huang, Feini;
Zscheischler, Jakob

Publication type:

Article

Central Mongolian lake sediments reveal new insights on climate change and equestrian empires in the Eastern Steppes.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-06659-w

By:

Struck, Julian;
Bliedtner, Marcel;
Strobel, Paul;
Taylor, William;
Biskop, Sophie;
Plessen, Birgit;
Klaes, Björn;
Bittner, Lucas;
Jamsranjav, Bayarsaikhan;
Salazar, Gary;
Szidat, Sönke;
Brenning, Alexander;
Bazarradnaa, Enkhtuya;
Glaser, Bruno;
Zech, Michael;
Zech, Roland

Publication type:

Article

Mating type ratios and pathogenicity in Diplodia shoot blight fungi populations: Comparative analysis.

Published in:

Forest Pathology, 2019, v. 49, n. 1, p. N.PAG, doi. 10.1111/efp.12475

By:

Manzanos, Tania;
Stanosz, Glen R.;
Smith, Denise R.;
Muenchow, Jannes;
Schratz, Patrick;
Brenning, Alexander;
Aragonés, Ana;
Iturritxa, Eugenia

Publication type:

Article

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

Published in:

International Journal of Remote Sensing, 2023, v. 44, n. 8, p. 2668, doi. 10.1080/01431161.2023.2205981

By:

Peña, Marco A.;
Brenning, Alexander

Publication type:

Article

KULTURLANDSCHAFT IM WANDEL: EIN INDIKATORENBASIERTER RÜCKBLICK BIS IN DAS 19. JAHRHUNDERT: Fallstudie anhand der Gemeinden Waidhofen/Ybbs und Paldau.

Published in:

Mitteilungen der Österreichischen Geographischen Gesellschaft, 2020, v. 162, p. 255, doi. 10.1553/moegg162s255

By:

Knevels, Raphael;
Brenning, Alexander;
Gingrich, Simone;
Gruber, Elisabeth;
Lechner, Theresia;
Leopold, Philip;
Petschko, Helene;
Plutzar, Christoph

Publication type:

Article

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

Published in:

Journal of Geophysical Research. Biogeosciences, 2024, v. 129, n. 1, p. 1, doi. 10.1029/2022JG007344

By:

Estupinan‐Suarez, Lina M.;
Mahecha, Miguel D.;
Brenning, Alexander;
Kraemer, Guido;
Poveda, Germán;
Reichstein, Markus;
Sierra, Carlos A.

Publication type:

Article

The performance of landslide susceptibility models critically depends on the quality of digital elevation models.

Published in:

Geomatics, Natural Hazards & Risk, 2020, v. 11, n. 1, p. 1075, doi. 10.1080/19475705.2020.1776403

By:

Brock, Jonas;
Schratz, Patrick;
Petschko, Helene;
Muenchow, Jannes;
Micu, Mihai;
Brenning, Alexander

Publication type:

Article

Climate change amplified the 2009 extreme landslide event in Austria.

Published in:

Climatic Change, 2023, v. 176, n. 9, p. 1, doi. 10.1007/s10584-023-03593-2

By:

Mishra, Aditya N.;
Maraun, Douglas;
Knevels, Raphael;
Truhetz, Heimo;
Brenning, Alexander;
Proske, Herwig

Publication type:

Article

Monitoring and predictive mapping of floristic biodiversity along a climatic gradient in ENSO's terrestrial core region, NW Peru.

Published in:

Ecography, 2020, v. 43, n. 12, p. 1878, doi. 10.1111/ecog.05091

By:

Muenchow, Jannes;
Dieker, Petra;
Böttcher, Thea;
Brock, Jonas;
Didenko, Gregor;
Fremout, Tobias;
Jakubka, Desiree;
Jentsch, Anke;
Nüst, Daniel;
Richter, Michael;
Rodríguez, Eric Frank;
Rodríguez, Rodolfo Arismendiz;
Rollenbeck, Rütger;
Salazar Zarsosa, Pablo;
Schratz, Patrick;
Brenning, Alexander

Publication type:

Article

Optimizing and validating the Gravitational Process Path model for regional debris-flow runout modelling.

Published in:

Natural Hazards & Earth System Sciences Discussions, 2021, p. 1, doi. 10.5194/nhess-2021-22

By:

Goetz, Jason;
Kohrs, Robin;
Hormazábal, Eric Parra;
Morales, Manuel Bustos;
Araneda Riquelme, María Belén;
Henríquez, Cristián;
Brenning, Alexander

Publication type:

Article

The propagation of inventory-based positional errors into statistical landslide susceptibility models.

Published in:

Natural Hazards & Earth System Sciences Discussions, 2016, p. 1, doi. 10.5194/nhess-2016-301

By:

Steger, Stefan;
Brenning, Alexander;
Bell, Rainer;
Glade, Thomas

Publication type:

Article

RQGIS: Integrating R with QGIS for Statistical Geocomputing.

Published in:

R Journal, 2017, v. 9, n. 2, p. 409, doi. 10.32614/RJ-2017-067

By:

Muenchow, Jannes;
Schratz, Patrick;
Brenning, Alexander

Publication type:

Article

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

Published in:

Journal of Advances in Modeling Earth Systems, 2025, v. 17, n. 5, p. 1, doi. 10.1029/2024MS004697

By:

De, Ranit;
Bao, Shanning;
Koirala, Sujan;
Brenning, Alexander;
Reichstein, Markus;
Tagesson, Torbern;
Liddell, Michael;
Ibrom, Andreas;
Wolf, Sebastian;
Šigut, Ladislav;
Hörtnagl, Lukas;
Woodgate, William;
Korkiakoski, Mika;
Merbold, Lutz;
Black, T. Andrew;
Roland, Marilyn;
Klosterhalfen, Anne;
Blanken, Peter D.;
Knox, Sara;
Sabbatini, Simone

Publication type:

Article

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

Published in:

Geoscientific Model Development, 2022, v. 15, n. 23, p. 8765, doi. 10.5194/gmd-15-8765-2022

By:

Wang, Zhihao;
Goetz, Jason;
Brenning, Alexander

Publication type:

Article

Forecasting northern polar stratospheric variability with competing statistical learning models.

Published in:

Quarterly Journal of the Royal Meteorological Society, 2017, v. 143, n. 705, p. 1816, doi. 10.1002/qj.3043

By:

Minokhin, Ivan;
Fletcher, Christopher G.;
Brenning, Alexander

Publication type:

Article

Landslides in cultural landscapes: legacy effects of land-use in a centennial perspective.

Published in:

Geophysical Research Abstracts, 2019, v. 21, p. 1

By:

Knevels, Raphael;
Brenning, Alexander;
Goetz, Helene;
Proske, Herwig;
Stefan, Christian;
Heiss, Gerhard;
Köstl, Mario;
Leopold, Philip;
Loibl, Wolfgang;
Gingrich, Simone;
Haas, Willi;
Lechner, Theresia;
Plutzar, Christoph

Publication type:

Article

Analysis of movement rates and their association with precipitation and snow melt patterns: an example from the Corvara landslide, Italy.

Published in:

Geophysical Research Abstracts, 2019, v. 21, p. 1

By:

Seith, Anna-Lena;
Steger, Stefan;
Brenning, Alexander;
Kofler, Christian;
Zebisch, Marc;
Schneiderbauer, Stefan

Publication type:

Article

Contrasting biosphere response to climate extremes: revisiting the western Russian Heatwave 2010 and other events.

Published in:

Geophysical Research Abstracts, 2018, v. 20, p. 7520

By:

Flach, Milan;
Sippel, Sebastian;
Gans, Fabian;
Bastos, Ana;
Brenning, Alexander;
Reichstein, Markus;
Mahecha, Miguel D.

Publication type:

Article

Accounting for multiple testing in the analysis of spatio-temporal environmental data.

Published in:

Geophysical Research Abstracts, 2018, v. 20, p. 6443

By:

Cortés, José;
Mahecha, Miguel;
Reichstein, Markus;
Brenning, Alexander

Publication type:

Article

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

Published in:

Natural Hazards & Earth System Sciences Discussions, 2022, p. 1, doi. 10.5194/nhess-2022-154

By:

Knevels, Raphael;
Petschko, Helene;
Proske, Herwig;
Leopold, Philip;
Mishra, Aditya N.;
Maraun, Douglas;
Brenning, Alexander

Publication type:

Article

Crop biomass and humidity related factors reflect the spatial distribution of phytopathogenic Fusarium fungi and their mycotoxins in heterogeneous fields and landscapes.

Published in:

Precision Agriculture, 2016, v. 17, n. 6, p. 698, doi. 10.1007/s11119-016-9444-y

By:

Müller, Marina;
Koszinski, Sylvia;
Bangs, Donovan;
Wehrhan, Marc;
Ulrich, Andreas;
Verch, Gernot;
Brenning, Alexander

Publication type:

Article

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

Published in:

Natural Hazards & Earth System Sciences, 2023, v. 23, n. 1, p. 205, doi. 10.5194/nhess-23-205-2023

By:

Knevels, Raphael;
Petschko, Helene;
Proske, Herwig;
Leopold, Philip;
Mishra, Aditya N.;
Maraun, Douglas;
Brenning, Alexander

Publication type:

Article

Optimizing and validating the Gravitational Process Path model for regional debris-flow runout modelling.

Published in:

Natural Hazards & Earth System Sciences, 2021, v. 21, n. 8, p. 2543, doi. 10.5194/nhess-21-2543-2021

By:

Goetz, Jason;
Kohrs, Robin;
Parra Hormazábal, Eric;
Bustos Morales, Manuel;
Araneda Riquelme, María Belén;
Henríquez, Cristián;
Brenning, Alexander

Publication type:

Article

The propagation of inventory-based positional errors into statistical landslide susceptibility models.

Published in:

Natural Hazards & Earth System Sciences, 2016, v. 16, n. 12, p. 2729, doi. 10.5194/nhess-16-2729-2016

By:

Steger, Stefan;
Brenning, Alexander;
Bell, Rainer;
Glade, Thomas

Publication type:

Article

Recovery of Forest Structure Following Large-Scale Windthrows in the Northwestern Amazon.

Published in:

Forests (19994907), 2021, v. 12, n. 6, p. 667, doi. 10.3390/f12060667

By:

Urquiza Muñoz, J. David;
Magnabosco Marra, Daniel;
Negrón-Juarez, Robinson I.;
Tello-Espinoza, Rodil;
Alegría-Muñoz, Waldemar;
Pacheco-Gómez, Tedi;
Rifai, Sami W.;
Chambers, Jeffrey Q.;
Jenkins, Hillary S.;
Brenning, Alexander;
Trumbore, Susan E.

Publication type:

Article

Exploring the relationship between temperature forecast errors and Earth system variables.

Published in:

Earth System Dynamics Discussions, 2022, p. 1, doi. 10.5194/egusphere-2022-183

By:

Ruiz-Vásquez, Melissa;
O., Sungmin;
Brenning, Alexander;
Koster, Randal D.;
Balsamo, Gianpaolo;
Weber, Ulrich;
Arduini, Gabriele;
Bastos, Ana;
Reichstein, Markus;
Orth, René

Publication type:

Article

Estimating error rates in the classification of paired organs.

Published in:

Statistics in Medicine, 2008, v. 27, n. 22, p. 4515, doi. 10.1002/sim.3310

By:

Brenning, Alexander;
Lausen, Berthold

Publication type:

Article

Vegetation modulates the impact of climate extremes on gross primary production.

Published in:

Biogeosciences Discussions, 2020, p. 1, doi. 10.5194/bg-2020-80

By:

Flach, Milan;
Brenning, Alexander;
Gans, Fabian;
Reichstein, Markus;
Sippel, Sebastian;
Mahecha, Miguel D.

Publication type:

Article

Towards a global understanding of vegetation–climate dynamics at multiple time scales.

Published in:

Biogeosciences Discussions, 2019, p. 1, doi. 10.5194/bg-2019-321

By:

Linscheid, Nora;
Estupinan-Suarez, Lina M.;
Brenning, Alexander;
Carvalhais, Nuno;
Cremer, Felix;
Gans, Fabian;
Rammig, Anja;
Reichstein, Markus;
Sierra, Carlos A.;
Mahecha, Miguel D.

Publication type:

Article

Contrasting biosphere responses to hydrometeorological extremes: revisiting the 2010 western Russian Heatwave.

Published in:

Biogeosciences Discussions, 2018, p. 1, doi. 10.5194/bg-2018-130

By:

Flach, Milan;
Sippel, Sebastian;
Gans, Fabian;
Bastos, Ana;
Brenning, Alexander;
Reichstein, Markus;
Mahecha, Miguel D.

Publication type:

Article

Quantifying Uncertainties in Snow Depth Mapping From Structure From Motion Photogrammetry in an Alpine Area.

Published in:

Water Resources Research, 2019, v. 55, n. 9, p. 7772, doi. 10.1029/2019WR025251

By:

Goetz, Jason;
Brenning, Alexander

Publication type:

Article

Unraveling the Hydrology of the Glacierized Kaidu Basin by Integrating Multisource Data in the Tianshan Mountains, Northwestern China.

Published in:

Water Resources Research, 2018, v. 54, n. 1, p. 557, doi. 10.1002/2017WR021806

By:

Shen, Yan‐Jun;
Fink, Manfred;
Kralisch, Sven;
Brenning, Alexander;
Shen, Yanjun

Publication type:

Article

Accounting for multiple testing in the analysis of spatio-temporal environmental data.

Published in:

Environmental & Ecological Statistics, 2020, v. 27, n. 2, p. 293, doi. 10.1007/s10651-020-00446-4

By:

Cortés, José;
Mahecha, Miguel;
Reichstein, Markus;
Brenning, Alexander

Publication type:

Article

Geographic Object-Based Image Analysis for Automated Landslide Detection Using Open Source GIS Software.

Published in:

ISPRS International Journal of Geo-Information, 2019, v. 8, n. 12, p. 551, doi. 10.3390/ijgi8120551

By:

Knevels, Raphael;
Petschko, Helene;
Leopold, Philip;
Brenning, Alexander

Publication type:

Article

Impact of Updating Vegetation Information on Land Surface Model Performance.

Published in:

Journal of Geophysical Research. Atmospheres, 2023, v. 128, n. 21, p. 1, doi. 10.1029/2023JD039076

By:

Ruiz‐Vásquez, Melissa;
O, Sungmin;
Arduini, Gabriele;
Boussetta, Souhail;
Brenning, Alexander;
Bastos, Ana;
Koirala, Sujan;
Balsamo, Gianpaolo;
Reichstein, Markus;
Orth, René

Publication type:

Article

Spatial machine-learning model diagnostics: a model-agnostic distance-based approach.

Published in:

2023

By:

Brenning, Alexander

Publication type:

Case Study

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

Published in:

International Journal of Geographical Information Science, 2015, v. 29, n. 4, p. 667, doi. 10.1080/13658816.2014.996567

By:

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

Publication type:

Article

Increased Occurrence of Large‐Scale Windthrows Across the Amazon Basin.

Published in:

AGU Advances, 2024, v. 5, n. 6, p. 1, doi. 10.1029/2023AV001030

By:

Urquiza‐Muñoz, J. David;
Trumbore, Susan;
Negrón‐Juárez, Robinson I.;
Feng, Yanlei;
Brenning, Alexander;
Vasquez‐Parana, C. Michael;
Marra, Daniel Magnabosco

Publication type:

Article