Projects per year
Personal profile
Research interests
Hermann Klug's research background is in Geography and Landscape Ecology with a special focus on soil sciences, landscape planning and automated Geo-Spatial Information Processing. These research interests include the methodological integration of GIS, Landscape Ecology and Remote Sensing at the interface of meteorology, hydrology, pedology and land use / land cover sciences. His major research expertise focuses on the development of holistic landscape planning approaches for integrated water resources and landscape management. This includes research on risk assessment and decision support regarding utilisation, management, adaptation and regulation of landscapes, its structure and ecological functions at different spatial and temporal scales and impacts of driving forces. His numerous research activities, developments and cooperation with international partners, have resulted in applied methodologies and advanced techniques helping to disclose conditions at risk and to develop strategies to reduce these risks at a landscape scale.
Dr. Klug's special interests cover the further integration of GIS, remote sensing and environmental modelling. The focus is on risk assessments, including climate change, which is assumed the main driving force and human security problem of the 21st century. He intends to strengthen further his present experience in the holistic and integrated view of system components from the Earth’s surface and the connected climate-hydrology-soil boundary layer. He is interested in using trans-disciplinary approaches to provide adequate and applied GI tools for decision support for stakeholders and politicians. This includes amalgamating web-based participatory approaches and visualisation techniques with process-based scientific analyses for repetitive and transparent scenario modelling, incorporating real time spatial-temporal datasets. Specifically he looks at non-point source nutrient emission during extreme events (high precipitation rates and snow melting times). Real-time information from sensors (e.g. rain gauges, snow water equivalent, discharge and phosphorus measurements) operating at field scale enables him to proceed from static to dynamic modelling at local scale using real-time operating and OGC/ISO standard compliant Sensor Web Systems. These in situ measurements help understanding spatial processes in the dimension of time and aid modelling approaches to be more accurate. Up- and downscaling opportunities in GIS frameworks that link multi-spatial and multi-temporal scenarios should support decision making at different political levels. Linking environmental modelling from different disciplines such as hydrology, meteorology and pedology with online visualization tools enables an applied access to science at the interface of purely scientific (value-free) and anthropogenic (norm- and standard-based) working environments. Enabling stakeholders to analyse the present environmental status based on state-of-the-art Spatial Data Infrastructures enhances communication and decision making across disciplines such as landscape planning. Thus, Dr. Klug's main contribution is the 'Automated Geosynthesis' approach, where raw field data is transformed to decision-making context including near real time information provision.
Further info
Dr. Hermann Klug (♂, www.hermannklug.com), associate professor at Z_GIS, completed his academic qualifications with a PhD (Dr. rer. nat.) in Landscape Ecology and Geoinformatics in 2006 and his habilitation with the venia docendi in Geography and in Geoinformatics in 2015. At the Paris-Lodron University of Salzburg (Austria), he is head of the Landscape Lab with a special scientific emphasis on applying the 'Automated Geosynthesis' approach to transdisciplinary holistic landscape planning approaches for integrated water resources management, multifunctional landscapes and landscape management. He led and participated in many international research cooperations and authored many scientific journal publications. Besides teaching in Geoinformatics and Geography at BSc, MSc, and PhD level in Salzburg, he is providing courses in Timisoara (Romania), at Victoria University of Wellington (New Zealand), University of Applied Sciences Villach (Carinthia), University of Applied Sciences in Salzburg, Pedagogic University in Linz (Upper Austria), and at the University of Pècs (Hungary).
Education/Academic qualification
Habilitation in Geoinformatics and Geography, Dr. rer. nat. habil PD
18 Aug 2006 → 27 Oct 2015
Award Date: 27 Oct 2015
PhD in Geoinformatics and Landscape Ecology, PhD
1 Oct 2001 → 17 Aug 2006
Award Date: 17 Aug 2006
Physical Geography and Landscape Ecology, MSc
1 Oct 1997 → 28 Feb 2001
Award Date: 23 Jan 2001
Geography, BSc
1 Oct 1995 → 30 Sept 1997
Award Date: 16 Jul 1997
External positions
Auckland University of Technology
1 Mar 2013 → 31 Aug 2013
Austrian Academy of Sciences
1 Jan 2009 → 31 Mar 2011
Project Staff, Center for Geoinformatics (Z_GIS)
1 Oct 2001 → 31 Mar 2004
Freelancer, M&P Geonova GmbH
2 May 2001 → 30 Sept 2001
Keywords
- G Geography (General)
- Physical Geography
- Landscape Ecology
- GE Environmental Sciences
- hydrology
- pedology
- Q Science (General)
- spatial sciences
- geoinformatics
- mountain research
Fields of Science and Technology Classification 2012 (Level 2, 3-digit codes).
- 102 Computer Sciences
- 107 Other Natural Sciences
- 211 Other Technical Sciences
- 405 Other Agricultural Sciences
- 507 Human Geography, Regional Geography, Regional Planning
Collaborations and top research areas from the last five years
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EP for Birds LIFE: EP for Birds LIFE
Rueva, Y. (Co-Investigator), Klug, H. (Principal Investigator), Lin, N. N. N. (Co-Investigator) & Strasser, T. (Co-Investigator)
1/04/26 → 31/03/28
Project: Research
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DANSER: DANube SEdiment Restoration: towards deployment and upscaling of sustainable management of the sediments across the Danube catchment basin
Klug, H. (Principal Investigator), Grund, M. (Co-Investigator), Lang, A. (Co-Investigator), Jenewein-Bogensperger, P. (Co-Investigator), Tiede, D. (Co-Investigator), Sudmanns, M. (Co-Investigator), Rueva, Y. (Co-Investigator), Rueva, Y. (Co-Investigator) & Strasser, T. (Co-Investigator)
1/01/25 → 31/12/28
Project: Research
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DANSER: DANube SEdiment Restoration: towards deployment and upscaling of sustainable management of the sediments across the Danube catchment basin
Klug, H. (Co-Investigator), Grund, M. (Co-Investigator), Lang, A. (Principal Investigator), Jenewein-Bogensperger, P. (Co-Investigator), Tiede, D. (Co-Investigator) & Sudmanns, M. (Co-Investigator)
1/01/25 → 31/12/28
Project: Research
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Sponge City: Sponge City
Klug, H. (Principal Investigator), Tiede, D. (Co-Investigator), Sudmanns, M. (Co-Investigator) & Strasser, T. (Co-Investigator)
1/01/24 → 30/06/26
Project: Research
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SELINA: Science for Evidence-based and sustainabLe decIsions about NAtural capital
Klug, H. (Principal Investigator) & Strasser, T. (Co-Investigator)
1/07/22 → 30/06/27
Project: Research
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Spatial-temporal analysis of roe deer vehicle collisions in Bavaria
Reisinger, F. & Klug, H., Nov 2025, In: Journal of Environmental Management. 394, 11 p., 127507.Research output: Contribution to journal › Article › peer-review
Open Access -
From cloud to client: web-native, in-browser eo datacube exploration and analytics using Zarr
Lin, N. N. N., Sudmanns, M., Tiede, D. & Klug, H., 3 Oct 2025, Proceedings of the 2025 conference on Big Data from Space (BiDS'25). Kempeneers, P., Lumnitz, S. & Albani, S. (eds.). 7 ed. Luxembourg: European Commission, Luxembourg: Publications Office of the European Union, p. 45-49 4 p.Research output: Chapter in Book/Report/Conference proceeding/Legal commentary › Conference contribution › peer-review
Open Access -
Comparison of Sentinel-2 Multitemporal Approaches for Tree Species Mapping Within Natura 2000 Riparian Forest
Rueva, Y., Strasser, T. & Klug, H., Sept 2025, In: Remote Sensing. 17, 18, 3194.Research output: Contribution to journal › Article › peer-review
Open Access -
Terrain-based Soil Wetness Indices: Comparing High-Resolution Estimations in an Austrian Floodplain at Small Scale
Greupner, N., Strasser, T. & Klug, H., 2 Jul 2025.Research output: Contribution to conference › Poster
Open Access -
Sustainable Regional Development: A Challenge Between Socio-Economic Development and Sustainable Environmental Management
Medeu, A., Askarova, M., Zhakupova, A., Bauyrzhan, U. & Klug, H., Jul 2025, In: Sustainability (Switzerland). 17, 13, 6020.Research output: Contribution to journal › Article › peer-review
Open Access
Activities
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Erdbeobachtung für Umwelt und Mensch
Tiede, D. (Speaker), Mittlböck, M. (Speaker), Hölbling, D. W. (Speaker) & Klug, H. (Speaker)
26 Feb 2026Activity: Talk or presentation › Oral presentation › science to public / art to public
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DANSER Metadata Design Workshop: FAIR Principles in Practice
Rueva, Y. (Organiser), Klug, H. (Organiser) & Strasser, T. (Organiser)
11 Dec 2025Activity: Participating in or organising an event › Organising an event
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DANSER General Assembly #3
Rueva, Y. (Contributor), Klug, H. (Contributor) & Strasser, T. (Contributor)
10 Dec 2025 → 12 Dec 2025Activity: Participating in or organising an event › Contribution to an event
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Earth Observation Data Analytics Toolbox as a Technological System for Supporting Social-Ecological Systems in Sponge City Interventions in the Danube Region
Lin, N. N. N. (Speaker), Strasser, T. (Speaker) & Klug, H. (Speaker)
4 Sept 2025Activity: Talk or presentation › Oral presentation › science to science / art to art
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DANSER workshop on “Mapping of spatio-temporal river configuration and sediment dynamics”
Rueva, Y. (Organiser), Strasser, T. (Organiser) & Klug, H. (Organiser)
14 Jul 2025 → 15 Jul 2025Activity: Participating in or organising an event › Organising an event
Impacts
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SMART Biking: A synthesis of Geoinformatics, Sports and Environmental Protection
Klug, H. (Participant)
Impact: Third-mission activity › Health, Culture, Environment