Andreas Mayr

Publications

Articles (peer-reviewed)

Kollert, A.; Mayr, A.; Dullinger, S.; Hülber, K.; Moser, D.; Lhermitte, S.; Gascoin, S.; Rutzinger, M. (2024): Downscaling MODIS NDSI to Sentinel-2 fractional snow cover through Random Forest Regression. Remote Sensing Letters, 15(4). [DOI]

Chytrý, K.; Helm, N.; Hülber, K.; Moser, D.; Wessely, J.; Hausharter, J.; Kollert, A.; Mayr, A.; Rutzinger, M.; Winkler, M.; Pauli, H.; Saccone, P.; Paetzolt, M.; Hietz, P.; Dullinger, S. (2024): Limited impact of microtopography on alpine plant distribution. Ecography, 2024, e06744. [DOI]

Wellstein, C.; Tonin, R.; Peratoner, G.; Löbmann, M.T.; Zwack, B.; Della Rosa, L.; Mayr, A.; Geitner, C.; Zerbe, S. (2024): The role of the soil seed bank for the restoration potential of eroded alpine grassland. Restoration Ecology, 32, e14035. [DOI]

Müller, L.; Rutzinger, M.; Mayr, A.; Kollert, A. (2022): Airborne laser scanning change detection for quantifying geomorphological processes in high mountain regions. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-2-2022, 391–398. [DOI]

Hiebl, B.; Mayr, A.; Kollert, A.; Rutzinger, M.; Bremer, M.; Helm, N.; Chytrý, K. (2022): Vegetation cover mapping from RGB webcam time series for land surface emissivity retrieval in high mountain areas. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-2-2022, 367–374. [DOI]

Geitner, C.; Mayr, A.; Rutzinger, M.; Löbmann, M. T.; Tonin, R.; Zerbe, S.; Wellstein, C.; Markart, G.; Kohl, B. (2021): Shallow erosion on grassland slopes in the European Alps – Geomorphological classification, spatio-temporal analysis, and understanding snow and vegetation impacts. Geomorphology, 373, 107446. [DOI]

Mayr, A.; Bremer, M.; Rutzinger, M. (2020): 3D point errors and change detection accuracy of unmanned aerial vehicle laser scanning data. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, V-2-2020, 765 – 772. [DOI]

Löbmann, M.T.; Tonin, R.; Stegemann, J.; Zerbe, S.; Geitner, C.; Mayr, A.; Wellstein, C. (2020): Towards a better understanding of shallow erosion resistance of subalpine grasslands. Journal of Environmental Management, 276, 111267. [DOI]

Stumpf, F.; Schneider, M.K.; Keller, A.; Mayr, A.; Rentschler, T.; Meuli, R.G.; Schaepman, M.; Liebisch, F. (2020): Spatial monitoring of grassland management using multi-temporal satellite imagery. Ecological Indicators, 113, 106201. [DOI]

Mayr, A.; Bremer, M.; Rutzinger, M.; Geitner, C. (2019): Unmanned aerial vehicle laser scanning for erosion monitoring in Alpine grassland. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, IV-2/W5, 405 – 412. [DOI]

Mayr, A.; Rutzinger, M.; Geitner, C. (2019): Object-based point cloud analysis for landslide and erosion monitoring. Photogrammetric Engineering & Remote Sensing, 85 (6), 455 – 462. [DOI]

Stumpf, F.; Keller, A.; Schmidt, K.; Mayr, A.; Gubler, A.; Schaepman, M. (2018): Spatio-temporal land use dynamics and soil organic carbon in Swiss agroecosystems. Agriculture, Ecosystems and Environment, 258, 129 – 142. [DOI]

Mayr, A.; Rutzinger, M.; Bremer, M.; Oude Elberink, S.; Stumpf, F.; Geitner, C. (2017): Object‐based classification of terrestrial laser scanning point clouds for landslide monitoring. The Photogrammetric Record, 32 (160), 377 – 397. [DOI]

Bremer, M.; Mayr, A.; Wichmann, V.; Schmidtner, K.; Rutzinger, M. (2016): A new multi-scale 3D-GIS-approach for the assessment and dissemination of solar income of digital city models. Computers, Environment and Urban Systems, 57, 144 – 154. [DOI]

Mayr, A.; Rutzinger, M.; Bremer, M.; Geitner, C. (2016): Mapping eroded areas on mountain grassland with terrestrial photogrammetry and object-based image analysis. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, III-5, 137 – 144. [DOI]

Articles in other journals and proceedings, book chapters

Potůčková, M.; Albrechtová, J.; Anders, K.; Červená, L.; Dvořák, J.; Gryguc, K.; Höfle, B.; Hunt, L.; Lhotáková, Z.; Marcinkowska-Ochtyra, A.; Mayr, A.; Neuwirthová, E.; Ochtyra, A.; Rutzinger, M.; Šedová, A.; Šrollerů, A.; Kupková, L. (2023). E-TRAINEE: Open e-learning course on time series analysis in remote sensing. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 48, 989-996. [DOI]

Rutzinger, M., Anders, K., Bremer, M., Eltner, A., Höfle, B., Lindenbergh, R., Mayr, A., Oude Elberink, S., Pirotti, F., Scaioni, M., Tolksdorf, H., Zieher. Th. (Eds.) (2022): Sensing Mountains. Innsbruck Summer School of Alpine Research 2022 – Close Range Sensing Techniques in Alpine Terrain. Innsbruck: innsbruck university press (IUP). ISBN 978-3-99106-081-9. [Full text] [DOI]

Rutzinger, M., Bremer, M., Zieher, T., Mayr, A. (2021): Fernerkundung. In: Bork-Hüffer, Tabea; Füller, Henning; Straube, Till (Eds.): Handbuch Digitale Geographien: Welt - Wissen - Werkzeuge. Bern, Stuttgart, Wien: UTB Hauptverlag, ISBN: 9783825255671. https://elibrary.utb.de/doi/book/10.36198/9783838555676

Mayr, A.; Rutzinger, M. (2018): Object-based classification of point clouds - Augmenting 3D geometry with semantic information. GIM International, 32 (6), 18 – 21. [Link]

Mayr, A.; Rutzinger, M.; Geitner, C. (2018): Multitemporal analysis of objects in 3D point clouds for landslide monitoring. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2, 691 – 697. [DOI]

Stötter, J.; Bremer, M.; Mayr, A.; Rutzinger, M.; Sailer, R.; Zieher, T. (2017): Laserscanning am Institut für Geographie - Ein Überblick. In: Innsbrucker Geographische Gesellschaft: Innsbrucker Jahresbericht 2016-2017, ISBN 978-3-901182-76-1, 5 – 27. [PDF]

Geitner, C.; Gild, C.; Gruber, F.; Mayr, A.; Neuner, S.; Rutzinger, M.; Schaber, E.; Zieher, T. (2017): Morphodynamik, quartäre Sedimente und Böden in den Alpen. In: Innsbrucker Geographische Gesellschaft: Innsbrucker Jahresbericht 2016-2017, ISBN 978-3-901182-76-1, 43 – 62. [PDF]

Talks

de Vugt, L., Jia, S., Mayr, A., Schneider-Muntau, B., Zieher, T., Perzl, F., Adams, M., Rutzinger, M. (2024): A scalable workflow for shallow landslide inventory construction based on multitemporal LiDAR data with the explicit inclusion of landslides in forests. EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-9020, https://doi.org/10.5194/egusphere-egu24-9020.

Kollert, A., Chytrý, K., Mayr, A., Hülber, K., Rutzinger, M. (2024): Investigating the usage of physically modeled snow cover vs. webcam-based snow cover for driving plant species distribution models. EGU General Assembly 2024, 14–19 Apr 2024, Vienna, Austria, EGU24-6297, https://doi.org/10.5194/egusphere-egu24-6297.

Mayr, A., Rutzinger, M., Müller, L., Kollert, A., Dullinger, S., Hülber, K. (2023): An index representing geomorphological disturbance for Alpine plants based on airborne laser scan data. 5th Virtual Geoscience Conference, 20 – 22 Sept 2023, Dresden, Germany. https://doi.org/10.25368/2023.194

Anders, K.; Höfle, B.; Zumstein, S.; Dvořák, J.; Gryguc, K.; Kupková, L.; Marcinkowska-Ochtyra, A.; Mayr, A.; Ochtyra, A.; Potůčková, M.; Rutzinger, M. (2023): Time Series Analysis of 3D/4D Point Clouds within the Open-Source Online Course E-TRAINEE. 5th Virtual Geoscience Conference, 20 – 22 Sept 2023, Dresden, Germany. https://doi.org/10.25368/2023.194

Potůčková, M.; Albrechtová, J.; Anders, K.; Červená, L.; Dvořák, J.; Gryguc, K.; Höfle, B.; Hunt, L.; Lhotáková, Z.; Marcinkowska-Ochtyra, A.; Mayr, A.; Neuwirthová, E.; Ochtyra, A.; Rutzinger, M.; Šedová, A.; Šrollerů, A.; Kupková, L. (2023): E-TRAINEE: Open e-learning course on time series analysis in remote sensing. ISPRS Geospatial Week 2023, 2 – 7 Sept 2023, Cairo, Egypt.

Potůčková, M.; Albrechtová, J.; Anders, K.; Červená, L.; Dvořák, J.; Gryguc, K.; Höfle, B.; Kupková, L.; Lhotáková, Z.; Marcinkowska-Ochtyra, A.; Mayr, A.; Neuwirthová, E.; Ochtyra, A.; Rutzinger, M.; Šrollerů, A. (2023): E-learning on time series analysis in remote sensing: The way towards collaborative course development. 42nd EARSeL Symposium, 3 – 6 July 2023, Bucharest, Romania.

Chytrý, K., Helm, N., Hülber, K., Moser, D., Wessely, J., Hausharter, J., Kollert, A., Mayr, A., Rutzinger, M., Winkler, M., Pauli, H., Saccone, P., Paetzolt, M., Hietz, P. and Dullinger, S. (2023): Limited impact of microtopography on alpine plant distribution. 31st Conference of the European Vegetation Survey, 21 – 25 May 2023, Rome, Italy.

Kollert, A., Mayr, A., Rutzinger, M., Dullinger, S. (2023): Validation of high resolution remotely sensed and modeled snow cover with webcam imagery. EGU General Assembly 2023, 24 – 28 April 2023, Vienna, Austria, EGU23-11618, https://doi.org/10.5194/egusphere-egu23-11618

Kollert, A., Mayr, A., Dullinger, S., Rutzinger, M. (2022): Implementation and performance test of Machine Learning approaches for snow cover mapping in webcam image time series. Jahrestagung des AK Fernerkundung der Deutschen Gesellschaft für Geographie, 06 – 07 Oct 2022, Halle (Saale), Germany.

Rutzinger, M., Kollert, A., Mayr, A., Müller, L., Hiebl, B., Bremer, M., Dullinger, S. (2022): High-resolution sensing of alpine vegetation location properties by multi-source earth observation techniques. EGU General Assembly 2022, 23 – 27 May 2022, Vienna, Austria, EGU22-7040, https://doi.org/10.5194/egusphere-egu22-7040

Müller, L., Rutzinger, M., Mayr, A., Kollert, A. (2022): Airborne laser scanning change detection for quantifying geomorphological processes in high mountain regions. XXIV ISPRS Congress (2022 edition), 6 – 11 June 2022, Nice, France.

Hiebl, B., Mayr, A., Kollert, A., Rutzinger, M., Bremer, M., Helm, N., Chytrý, K. (2022): Vegetation cover mapping from RGB webcam time series for land surface emissivity retrieval in high mountain areas. XXIV ISPRS Congress (2022 edition), 6 – 11 June 2022, Nice, France.

Rutzinger, M.; Albrechtová, J.; Anders, K.; Červená, L.; Gryguc, K.; Höfle, B.; Kupková, L.; Lhotáková, Z.; Marcinkowska-Ochtyra, A.; Mayr, A.; Ochtyra, A.; Potůčková, M. (2021): E-learning on Time Series Analysis in Remote Sensing and Geoinformatics for Understanding Human-Environment Interactions – a concept. 15th Annual Meeting of the Working Group University Teaching in Geography (German Society for Geography) “Digital teaching and learning”, 21 – 22 June 2021, online.

Mayr, A.; Rutzinger, M.; Bremer, M.; Geitner, C. (2020): Close-range sensing and object-based analysis of shallow landslides and erosion in grasslands. European Geosciences Union General Assembly 2020, 4 – 8 May 2020, online, Geophysical Research Abstracts, 21, 19847.

Mayr, A.; Geitner, C.; Rutzinger, M.; Löbmann, M.T.; Tonin, R.; Zerbe, S.; Wellstein, C.; Gild, Ch.; Mejia-Aguilar, A.; Sonnenschein, R. (2019): Erosion in subalpine grasslands of the Alps – State-of-the-art, remaining questions and current research. Second Workshop of the IAG Working Group on Denudation and Environmental Changes in Different Morphoclimatic Zones (DENUCHANGE), 12 – 14 Sept 2019, Calpe, Spain.

Geitner, C.; Mayr, A.; Rutzinger, M.; Zerbe, S.; Wellstein, C.; Löbmann, M.T.; Tonin, R. (2019): Flachgründiger Abtrag auf Grashängen der subalpinen Höhenstufe – State-of-the-art, Forschungsbedarf und aktuelle Untersuchungen. Jahrestagung der Bodenkundlichen Gesellschaft der Schweiz und der Deutschen Bodenkundlichen Gesellschaft, 24 – 29 Aug 2019, Bern, Switzerland.

Mayr, A.; Bremer, M.; Rutzinger, M.; Geitner, C. (2019): Unmanned aerial vehicle laser scanning for erosion monitoring in Alpine grassland. ISPRS Geospatial Week 2019, 10 - 14 June, Enschede, The Netherlands.

Löbmann, M.T., Geitner, C., Mayr, A., Gild, Ch., Mejia-Aguilar, A., Rutzinger, M., Tonin, R., Wellstein, C., Zebisch, M., Zerbe, S. (2018): The influence of herbaceous vegetation on the occurrence of shallow erosion on Alpine pastures and grasslands. 6th Conference Graubünden forscht "The Young Researchers Convention", 19 – 20 Sept 2018, Davos, Switzerland.

Löbmann, M.T., Geitner, C., Mayr, A., Gild, Ch., Mejia-Aguilar, A., Rutzinger, M., Tonin, R., Wellstein, C., Zebisch, M., Zerbe, S. (2018):  Zum Einfluss von Vegetation und Grünlandmanagement auf die Bildung von flachgründigem Bodenabtrag auf Almen. 10. Tagung Zoologische und Botanische Forschung in Südtirol, 7 Sept 2018, Bozen, Italy.

Stumpf, F.; Keller, A.; Liebisch, F.; Mayr, A.; Rentschler, T.; Schneider, M.; Schaepman, M. (2018): Spatial monitoring of grassland use for biodiversity assessment in Switzerland. SUSALPS Conference 2018 – Montane and alpine grasslands under climate change – Ways in a sustainable future, 18 – 20 Sept 2018, Garmisch-Partenkirchen, Germany.

Mayr, A.; Rutzinger, M.; Geitner, C. (2018): Multitemporal analysis of objects in 3D point clouds for landslide monitoring. International Society for Photogrammetry and Remote Sensing (ISPRS) Technical Commission II Mid-term Symposium “Towards Photogrammetry 2020”, 4 – 7 June 2018, Riva del Garda, Italy.

Mayr, A.; Geitner, C.; Gild, Ch.; Rutzinger, M. (2018): Monitoring flachgründiger Bodenabträge in den Hochlagen Nord‐ und Südtirols. Jahrestagung des AK Hochgebirge der Deutschen Gesellschaft für Geographie. 2 – 3 Feb 2018, Innsbruck, Austria.

Stumpf, F.; Schmidt, K.; Keller, A.; Mayr, A.; Gubler, A.; Schaepman, M. (2017): Spatio-temporal monitoring of agricultural land use and impacts on soil organic carbon in Switzerland. Annual meeting of the German Soil Science Society (DBG), 2 – 7 Sept 2017, Göttingen, Germany.

Mayr, A.; Rutzinger, M.; Bremer, M.; Oude Elberink, S.; Stumpf, F.; Geitner, C. (2016): Object-based change analysis of terrestrial laser scanning point clouds for shallow landslide monitoring. 2nd Virtual Geoscience Conference, 21 – 23 Sept 2016, Bergen, Norway.

Mayr, A.; Rutzinger, M.; Bremer, M.; Geitner, C. (2016): Extraction of eroded areas on mountain grassland from orthophotos at different scales. GeoTirol2016 – Joint meeting of DGGV and PANGEO Austria 2016, 25 – 28 Sept 2016, Innsbruck, Austria.

Geitner, C.; Mayr, A.; Rutzinger, M. (2016): Quantifizierung von Bodenabtragsflächen auf Alpinen Grashängen. Jahrestreffen des Forschungsschwerpunktes Berglandwirtschaft, 4 March 2016, Innsbruck, Austria.

Mayr, A.; Rutzinger, M.; Geitner, C. (2014): Analysis of the relation between unconsolidated sediment depth and surface morphometry on an Alpine slope. PANGEO 2014, 14 – 19 Sept 2014, Graz, Austria.

Poster presentations

Mayr, A., Rosendorfer, M., Knaus, M., Rutzinger, M. (2024): Engaging a highly-qualified crowd in an information system for natural hazards in mountain areas. EGU General Assembly 2024, Vienna, Austria, 14–19 Apr 2024, EGU24-6147, https://doi.org/10.5194/egusphere-egu24-6147.

Rutzinger, M., Waymel, M., Kollert, A., Mayr, A., Hülber, K, Pauli, H., Dullinger, S. (2024): Linking satellite-derived greening trends and field observations in the high-alpine. EGU General Assembly 2024, 14–19 Apr 2024, Vienna, Austria, EGU24-10810, https://doi.org/10.5194/egusphere-egu24-10810.

Rutzinger, M., Anders, K., Bremer, M., Eltner, A., Gaevert, C., Höfle, B., Lindenberg, R., Mayr, A., Oude Elberink, S., Pirotti, F., Scaioni, M., Zieher, T. (2023): Sensing Mountains – Learning about the Observation of Environmental Processes in a Changing World. 5th Virtual Geoscience Conference, 20 – 22 Sept 2023, Dresden, Germany.

Helm, N., Chytrý, K., Hülber, K., Moser, D., Wessely, J., Pauli, H., Lamprecht, A., Saccone, P., Winkler, M., Rutzinger M., Mayr, A., Kollert, A., Dullinger, S. (2022): Drivers of meta population dynamics of the high mountain flora in the central Alps. 30th Conference of the European Vegetation Survey. 9 – 13 May 2022, Bratislava, Slovakia.

Kollert, A., Mayr, A., Rutzinger, M. (2022): Comparison of methods for downscaling snow cover from MODIS to Sentinel-2 resolution in mountainous regions. International Mountain Conference, 11 – 15 Sept 2022, Innsbruck, Austria.

Papp, L.; Mejia-Aguilar, A.; Sonnenschein, R.; Tonin, R.; Loebmann, M.; Geitner, C.; Rutzinger, M.; Mayr, A.; Lang, S. (2020): Mapping of high-elevation alpine grassland communities based on hyperspectral UAV measurements. EGU General Assembly 2020, 4 – 8 May 2020, Online, EGU2020-22013.

Tonin, R.; Wellstein, C.; Zwack, B.; Peratoner, G.; Mayr, A.; Geitner, C.; Zerbe, S. (2019): Vegetation succession and soil seed bank on shallow eroded areas in the South Tyrolean Dolomites. 28th Meeting of the European Vegetation Survey, 2 – 6 Sept 2019, Madrid, Spain.

Lloyd, J.; Mejia-Aguilar, A.; Tonin, R.; Loebmann, M.; Gild, Ch.; Mayr, A.; Sonnenschein, R. (2019): UAV-based hyperspectral techniques for monitoring shallow erosion in Alpine pastures. European Geosciences Union General Assembly 2019, 7 – 12 April 2019, Vienna, Austria, Geophysical Research Abstracts, 21, p. 9495.

Mayr, A.; Geitner, C.; Rutzinger, M.; Mayr, S.; Stumpf, F. (2018): Land use change, erosion dynamics and vegetation succession at a subalpine grassland site. SUSALPS Conference 2018 – Montane and alpine grasslands under climate change – Ways in a sustainable future, 18 – 20 Sept 2018, Garmisch-Partenkirchen, Germany.

Stumpf, F.; Keller, A.; Schmidt, K.; Mayr, A.; Gubler, A.; Meuli, R. G.; Schaepman, M. (2018): Spatio-temporal land use dynamics and soil organic carbon in Swiss agroecosystems. 21st World Congress of Soil Science, 12 – 17 Aug 2018, Rio de Janeiro, Brazil.

Gild, Ch.; Geitner, C.; Mayr, A.; D. Sanders (2018): Äolische Sedimente als Zeitmarker intramontaner Sedimentabfolgen in den Nördlichen Kalkalpen (Tirol). Jahrestagung des AK Hochgebirge, 2 – 3 Feb 2018, Innsbruck, Austria.

Löbmann, M.; Geitner, C.; Wellstein, C.; Mayr, A.; S. Zerbe (2017): Shallow erosion in the Alps – Agroecology as a possible problem solving strategy. First Agroecology Europe Forum - Fostering synergies between movement, science and practice, 25 – 27 Oct 2017, Lyon, France.

Mayr, A.; Rutzinger, M.; Geitner, C. (2016): Monitoring und Analyse flachgründiger Rutschungen mit terrestrischem Laserscanning. Geomorph.at - Gemeinsame Jahrestagung der Österreichischen Forschungsgruppe für Geomorphologie und Umweltwandel und der Schweizerischen Gesellschaft für Geomorphologie, 22 – 24 Sept 2016, Innsbruck, Austria.

Mayr, A.; Rutzinger, M.; Bremer, M.; Geitner, C. (2016): Mapping eroded areas on mountain grassland with terrestrial photogrammetry and object-based image analysis. International Society for Photogrammetry and Remote Sensing (ISPRS) Congress, 12 – 19 July 2016, Prague, Czech Republic.

Mayr, A.; Rutzinger, M.; Bremer, M.; Wiegand, Ch.; Kringer, K.; Geitner, C. (2012): Analysis of shallow landslides by morphometry parameters derived from terrestrial laser scanning point clouds. European Geosciences Union General Assembly 2012, 22 – 27 April 2012, Vienna, Austria, Geophysical Research Abstracts, 14, p. 9495.