Geoinformatics

Please contact us via science.plus@plus.ac.at, or contact the responsible person for this section, mentioned in the contact field

Department Environment & Biodiversity, University of Salzburg
Research Lab iSPACE - Research Studios Austria
Médecins Sans Frontières (MSF)
City of Salzburg
Office of the Provincial Government of Salzburg
Trimble
Esri

TEMA  - Trusted Extremely Precise Mapping and Prediction for Emergency Management
2022 – 2026
Bernd Resch
Horizon Europe
https://tema-project.eu/

LEONSEGS - Large Earth Observation New Space Ecosystem Ground Segment
2023-2025
Dirk Tiede, Martin Sudmanns
Horizon Europe
https://leonsegs.eu/

GeoEpi - Spatio-temporal Epidemiology of Emerging Viruses
2021-2025
Bernd Resch
DFG-FWF International Project
https://gepris.dfg.de/gepris/projekt/451956976?language=en

Climate-Induced Migration inAfricaand Beyond:BigDataand Predictive Analytics
2023 - 2025
Stefan Lang
FWF, Belmont Forum
https://climbproject.org

INTERFACE - INformaTion accEss seRvice For Austrian CopErnicus and contributing missions data
2022-2025
Martin Sudmanns, Dirk Tiede
FFG ASAP 18
https://interface.eodc.eu

MUSIG - Multi-sensor Information Generation to Support Crisis Management and Prevention
2022-2024
Bernd Resch
FFG KIRAS
https://projekte.ffg.at/projekt/4101164

CDL gEOhum - CD Laboratory for geospatial and EO-based humanitarian technologies
2020 – 2027
Stefan Lang
Christian Doppler Research Association, Austrian Federal Ministry of Labour and Economy (BMAW), National Foundation for Research, Technology and Development and Médecins Sans Frontières (MSF) Austria
https://geohum.eu/

CDL gEOhum - CD Laboratory for geospatial and EO-based humanitarian technologies
2020 – 2025
Stefan Lang
MSF, Christian-Doppler Society, BMAW
https://geohum.zgis.at

AIFER - KI zur Analyse und Fusion von Erdbeobachtungs- und Internetdaten zur Entscheidungsunterstützung im Katastrophenschutz
2021 – 2023
Bernd Resch
FFG, Kiras
https://geosocial.zgis.at/aifer/

SIMS - Soil sealing identification and monitoring system
2021-2023
Dirk Tiede
FFG, ASAP 17
https://sims.sen2cube.at

DyMoN
2021-2024
Martin Loidl
JPI Urban Europe UAC
https://mobilitylab.zgis.at/portfolio/dymon/

SemantiX - a cross-sensor semantic EO data cube to open and leverage AVHRR time-series and essential climate variables with scientists and the public
2020 – 2022
Dirk Tiede
FFG, ASAP 16
https://www.semantixcube.net

SINUS - Sensor Integration for Urban Risk Prediction
2019-2022
Martin Loidl
FFG, IKT der Zukunft
https://gimobility.zgis.at/portfolio/sinus

GeoSHARING
2020-2023
Bernd Resch
FFG BRIDGE Young Scientists
https://giscience.zgis.at/geosharing/

MontEO - The impact of mass movements on alpine trails and huts assessed by EO data
2020-2021
Florian Albrecht
FFG, ASAP
http://monteo.zgis.at

POSITIM - Prä-Post Evaluierung von Interventionen im städtischen Mobilitätsraum
2020-2022
Martin Loidl
FFG, Mobilität der Zukunft
https://gimobility.zgis.at/portfolio/positim

Bike2CAV - Kollisionsvermeidung von RadfahrerInnen durch Fahrzeug-Kommunikation
2020-2023
Martin Loidl
FFG, Mobilität der Zukunft
https://gimobility.zgis.at/portfolio/bike2cav

CopHub.AC
2018-2020
Stefan Lang
Horizon 2020
http://www.cophub-ac.eu/

Bicycle Observatory
2018-2020
Martin Loidl
FFG, Mobilität der Zukunft
https://bicycle-observatory.zgis.at/

STEC – Smarter Targeting of Erosion Control 
2018-2023
Daniel Hölbling
MBIE (Ministry of Business, Innovation and Employment of New Zealand) Endeavour Fund
https://zgis.at/smarter-targeting-of-erosion-control/

Human+
2017-2020
Bernd Resch
FFG Kiras
https://giscience.zgis.at/human/

RESPECT
2017-2019
Stefan Kienberger
ACRP (Austrian Climate Research Program)
https://respectproject.net/

Sen2Cube.at
2018-2020
Dirk Tiede
FFG (ASAP 14)
www.sen2cube.at

MorphoSAT
2017-2019
Sebastian d’Oleire-Oltmanns
FFG ASAP
https://zgis.at/morphosat/

RICOLA
2017-2020
Daniel Hölbling
Austrian Academy of Sciences (ÖAW)
http://landslides-and-rivers.sbg.ac.at

EnCO2Web
2017-2019
Elisabeth Weinke
FFG, Stadt der Zukunft 4. Ausschreibung
https://zgis.at/enco2web/

citizenMorph
2018-2010
Daniel Hölbling, Dirk Tiede
FWF, Top Citizen Science (TCS)
http://citizenmorph.sbg.ac.at/

MORPH
2016-2019
Daniel Hölbling, Dirk Tiede
FWF
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/217-morph-2016-2019

ROCKBURST
2016 – 2019
Fritz Zobl
FFG Bridge
https://zgis.at/rockburst/

EO4BtAlp
2017-2019
Stefan Lang
FFG Bridge
https://zgis.at/eo4btalp-2017-2019-2/

SemEO
2016-2017
Dirk Tiede
bmvit / FFG - IKT der Zukunft
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/219-semeo-2015-2017

E2mC
2016-2019
Bernd Resch
Horizon 2020
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/218-e2mc-2016-2019

GISMO
2016-2018
Martin Loidl
FFG, Mobilität der Zukunft
https://gismoproject.com/

FamoS
2016-2018
Martin Loidl
FFG, Mobilität der Zukunft
http://www.zgis.at/index.php/de/research/research-projects/14-ffg-asap/215-famos-2016-2018

SMART
2011-2017
Hermann Klug
New Zealand Ministry of Science and Innovation
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/44-smart-2011-2017

ESMERALDA
2015-2017
Hermann Klug
Horizon 2020, Coordination and Support Action
http://www.zgis.at/index.php/de/research/research-projects/10-ec-efre/179-esmeralda

EO4HumEn+
2016-2018
Stefan Lang
FFG, ASAP (Austrian Space Applications Program)
http://www.zgis.at/humanitarian-services/

Land@Slide
2015-2017
Daniel Hölbling
FFG, ASAP (Austrian Space Applications Program)
http://landslide.sbg.ac.at/

Healthy Futures
2011-2015
Stefan Kienberger
FP7-ENVIRONMENT
http://www.healthyfutures.eu und http://www.zgis.at/index.php/en/research/research-projects/34-healthy-futures-2011-2015


EO4HumEn
2013-2016
Stefan Lang
FFG ASAP
http://eo4humen.sus4.eu und http://www.zgis.at/index.php/en/research/research-projects/14-ffg-asap/104-eo4humen-2013-2016


AutoSentinel
2015-2016
Dirk Tiede
FFG ASAP
http://www.zgis.at/index.php/en/research/research-projects/14-ffg-asap/188-autosentinel-2-3


Urban Emotions
2014-2016
Bernd Resch
DFG
http://www.zgis.at/index.php/en/research/research-projects/2-uncategorised/144-urban-emotions


SemEO
2016-2017
Dirk Tiede
bmvit / FFG - IKT der Zukunft
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/219-semeo-2015-2017

E2mC
2016 - 2019
Bernd Resch
Horizon 2020
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/218-e2mc-2016-2019

SMART
2011 - 2017
Hermann Klug
New Zealand Ministry of Science and Innovation
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/44-smart-2011-2017

MORPH 
2016 - 2019
Dirk Tiede, Daniel Hölbling
FWF
http://www.zgis.at/index.php/de/research/research-projects/2-uncategorised/217-morph-2016-2019

ESMERALDA
2015 - 2017
Hermann Klug
Horizon 2020, Coordination and Support Action
http://www.zgis.at/index.php/de/research/research-projects/10-ec-efre/179-esmeralda

GISMO
2016-2018
Martin Loidl
FFG, Mobilität der Zukunft
https://gismoproject.com/

FamoS
2016-2018
Martin Loidl
FFG, Mobilität der Zukunft
http://www.zgis.at/index.php/de/research/research-projects/14-ffg-asap/215-famos-2016-2018

EO4HumEn+
2016-2018
Stefan Lang
FFG, ASAP (Austrian Space Applications Program)
http://www.zgis.at/humanitarian-services/

Land@Slide
2015-2017
Daniel Hölbling
FFG, ASAP (Austrian Space Applications Program)
http://landslide.sbg.ac.at/

Evaluating Geospatial Data Adequacy for Integrated Risk Assessments: A Malaria Risk Use Case
2024
Petutschnig, L., Clemen, T., Klaußner, E. S., Clemen, U., & Lang, S. 
ISPRS International Journal of Geo-Information
https://www.mdpi.com/2220-9964/13/2/33
https://doi.org/10.3390/ijgi13020033

Map of forest tree species for Poland based on Sentinel-2 data
2024
Grabska-Szwagrzyk, E.M., Tiede, D., Sudmanns, M., Kozak, J.
Earth System Science Data
https://essd.copernicus.org/preprints/essd-2023-482/
https://doi.org/10.5194/essd-2023-482

Think global, cube local: an Earth Observation Data Cube’s contribution to the Digital Earth vision
2023
Sudmanns, M., Augustin, H., Killough, B., Giuliani, G., Tiede, D., Leith, A., Yuan, F., Lewis, A.
Big Earth Data
https://www.tandfonline.com/doi/full/10.1080/20964471.2022.2099236
https://doi.org/10.1080/20964471.2022.2099236

Using Digital Traces to Build Prospective and Real-time County-level Early Warning Systems to Anticipate COVID-19 Outbreaks in the United States
2023
Stolerman, L.M., Clemente, L., Poirier, C., Parag, K.V., Majumder, A., Masyn, S., Resch, B. and Santillana, M.
Science Advances
https://doi.org/10.1126/sciadv.abq0199

Spatially transferable dwelling extraction from Multi-Sensor imagery in IDP/Refugee Settlements: A meta-Learning approach.
2023
Gella, G., Tiede, D., Lang, S., Wendt, L. & Gao, Y.
International Journal of Applied Earth Observation and Geoinformation
https://www.sciencedirect.com/science/article/pii/S1569843223000328
https://doi.org/10.1016/j.jag.2023.103210

Innovation in Hyperlink and Social Media Networks: Comparing Connection Strategies of Innovative Companies in Hyperlink and Social Media Networks
2023
Arifi, D., Resch, B., Kinne, J. and Lenz, D.
PLOS ONE
https://doi.org/10.1371/journal.pone.0283372.

Comparing the robustness of U-Net, LinkNet, and FPN towards label noise for refugee dwelling extraction from satellite imagery.
2023
Gao, Y., Lang, S., Tiede, D., Gella, G. W., & Wendt, L.
International Journal of Applied Earth Observation and Geoinformation
https://ieeexplore.ieee.org/document/9911036
10.1109/GHTC55712.2022.9911036

An Individual-Oriented Algorithm for Stress Detection in Wearable Sensor Measurements
2023
Moser, M., Resch, B., and Ehrhart, M.
IEEE Sensors Journal
https://doi.org/10.1109/JSEN.2023.3304422.

A Conditional GAN for Generating Time Series Data for Stress Detection in Wearable Physiological Sensor Data
2022
Ehrhart, M., Resch, B., Havas, C. and Niederseer, D.
Sensors
https://doi.org/10.3390/s22165969

CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2
2022
Aybar, C., Ysuhuaylas, L., Loja, J., Gonzales, K., Herrera, F., Bautista, L., Yali, R., Flores, A., Diaz, L., Cuenca, N., Espinoza, W., Prudencio, F., Llactayo, V., Montero, D., Sudmanns, M., Tiede, D., Mateo-García, G., Gómez-Chova, L.
Scientific Data
https://www.nature.com/articles/s41597-022-01878-2
https://doi.org/10.1038/s41597-022-01878-2

An eDiary App Approach for Collecting Physiological Sensor Data from Wearables together with Subjective Observations and Emotions
2022
Petutschnig, A., Reichel, S., Mechurova, K. and Resch, B.
Sensors


https://doi.org/10.3390/s22166120

Mapping of Dwellings in IDP/Refugee Settlements from Very High-Resolution Satellite Imagery Using a Mask Region-Based Convolutional Neural Network
2022
Gella, G.W., Wendt, L., Lang, S., Tiede, D., Hofer, B., Gao, Y., Braun, A.,
Remote Sensing


https://doi.org/10.3390/rs14030689

Simulating Spatio-Temporal Patterns of Bicycle Flows with an Agent-Based Model
2021
Kaziyeva, D., Loidl, M. & Wallentin, G.
ISPRS International Journal of Geo-Information


https://doi.org/10.3390/ijgi10020088

Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics
2021
Havas, C., Wendlinger, L., Stier, J., Julka, S., Krieger, V., Ferner, C., Petutschnig, A., Granitzer, M., Wegenkittl, S. and Resch, B.
ISPRS International Journal for Geo-Information


https://doi.org/10.3390/ijgi10080498

Mask R‐CNN‐based building extraction from VHR satellite data in operational humanitarian action: An example related to Covid‐19 response in Khartoum, Sudan
2021
Tiede, D., Schwendemann, G., Alobaidi, A., Wendt, L., Lang, S.
Trans. GIS


https://doi.org/10.1111/tgis.12766

Bicycle Mobility Data: Current Use and Future Potential. An International Survey of Domain Professionals.
2021
Werner, C. & Loidl, M. 2021
Data


https://doi.org/10.3390/data6110121

The Austrian Semantic EO Data Cube Infrastructure
2021
Sudmanns, M., Augustin, H., van der Meer, L., Baraldi, A., Tiede, D.,
Remote Sensing


https://doi.org/10.3390/rs13234807

Merging self‐reported with technically sensed data for tracking mobility behaviour in a naturalistic intervention study. Insights from the GISMO study
2020
Loidl, M., Stutz, P., Fernandez La Puente de Battre, M.D., Schmied, C., Reich, B., Bohm, P., Sedlacek, N., Niebauer, J. and Niederseer, D.
Scand J Med Sci Sports.


https://doi.org/10.1111/sms.13636

Dose‐response relationship of active commuting to work: Results of the GISMO Study
2020
Schmied, C., Loidl, M., Rossi, V., Fernandez La Puente de Battre, M.D., Reich, B., Niebauer, J. and Niederseer, D.
Scand J Med Sci Sports.


https://doi.org/10.1111/sms.13631

Big Earth data: disruptive changes in Earth observation data management and analysis?
2019
Sudmanns, M., Tiede, D., Lang, S., Bergstedt, H., Trost, G., Augustin, H., Baraldi, A., Blaschke, T.,
Int. J. Digit. Earth 0, 1–19.


https://doi.org/10.1080/17538947.2019.1585976

Detecting Moments of Stress from Measurements of Wearable Physiological Sensors
2019
Kyriakou, K., Resch, B., Sagl, G., Petutschnig, A., Werner, C., Niederseer, D., Liedlgruber, M., Wilhelm, F.H., Osborne, T. and Pykett, J.
Sensors, 19(17), pp. 3805


https://www.mdpi.com/1424-8220/19/17/3805/htm

Earth observation tools and services to increase the effectiveness of humanitarian assistance
2019
Lang, S.; Füreder, P.; Riedler, B.; Wendt, L.; Braun, A.; Tiede, D.; Schoepfer, E.; Zeil, P.; Spröhnle, K.; Kulessa, K.; et al.
Eur. J. Remote Sens. 00, 1–19,


https://doi.org/10.1080/22797254.2019.1684208

Assessing global Sentinel-2 coverage dynamics and data availability for operational Earth observation (EO) applications using the EO-Compass
2019
Sudmanns, M.; Tiede, D.; Augustin, H.; Lang, S.
Int. J. Digit. Earth p1–17


https://doi.org/10.1080/17538947.2019.1572799

Evaluating Urban Bicycle Infrastructures through Intersubjectivity of Stress Sensations Derived from Physiological Measurements
2019
Werner, C.; Resch, B.; Loidl, M..
ISPRS Int. J. Geo-Inf., 8, 265.


https://doi.org/10.3390/ijgi8060265

Lifestyles and Cycling Behavior—Data from a Cross-Sectional Study
2019
Loidl, M.; Werner, C.; Heym, L.; Kofler, P.; Innerebner, G.
Data 2019, 4, 140.


https://doi.org/10.3390/data4040140

Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
2019
Ghorbanzadeh, O., Blaschke, T., Gholamnia, K., Meena, S.R., Tiede, D., Aryal, J.
Remote Sens. 11.


https://doi.org/10.3390/rs11020196

Do Online Bicycle Routing Portals Adequately Address Prevalent Safety Concerns?
2018
Loidl, M.; Hochmair, H.H.
Safety 2018, 4, 9.


https://doi.org/10.3390/safety4010009

Combining machine-learning topic models and spatiotemporal analysis of social media data for disaster footprint and damage assessment
2018
Resch, B., Usländer, F. & Havas, C. 
Cartography and Geographic Information Science, 45(4), 362-376.


https://doi.org/10.1080/15230406.2017.1356242

Do Online Bicycle Routing Portals Adequately Address Prevalent Safety Concerns?
2018
Loidl, M. & Hochmair, H.H. 
Safety, 4(1).


https://doi.org/10.3390/safety4010009

Semantic and syntactic interoperability in online processing of big Earth observation data
2018
Sudmanns M., Tiede D., Lang S., Baraldi A. 
International Journal of Digital Earth, 0, 1-18
http://www.tandfonline.com/doi/full/10.1080/17538947.2017.1332112



ZonalMetrics - a Python toolbox for zonal landscape structure analysis
2017
Adamczyk, J. & Tiede, D. 
Computers & Geosciences, 99, 91-99.


https://doi.org/10.1016/j.cageo.2016.11.005

Towards a knowledge base to support geoprocessing workflow development
2017
Hofer, B., Mäs, S., Brauner, J. & Bernard, L. 
International Journal of Geographical Information Science, 31(4), 694-716.


https://doi.org/10.1080/13658816.2016.1227441

Evaluation of Feature Selection Methods for Object-Based Land Cover Mapping of Unmanned Aerial Vehicle Imagery Using Random Forest and Support Vector Machine Classifiers
2017
Ma, L., Fu, T., Blaschke, T., Li, M., Tiede, D., Zhou, Z., Ma, X. & Chen, D. 
ISPRS International Journal of Geo-Information, 6(2), 51.


https://doi.org/10.3390/ijgi6020051

An Adaptive Agent-Based Model of Homing Pigeons: A Genetic Algorithm Approach
2017
Oloo, F. & Wallentin, G. 
ISPRS International Journal of Geo-Information, 6(1), 27.


https://doi.org/10.3390/ijgi6010027

Architecture and Prototypical Implementation of a Semantic Querying System for Big Earth Observation Image Bases.
2017
Tiede, D., Baraldi, A., Sudmanns, M., Belgiu, M. & Lang, S. (2017) 
European Journal of Remote Sensing, 50(1), 452-463.


https://doi.org/10.1080/22797254.2017.1357432

Spatial simulation: A spatial perspective on individual-based ecology—a review.
2017
Wallentin, G. 
Ecological Modelling, 350 (Supplement C), 30-41.


https://doi.org/10.1016/j.ecolmodel.2017.01.017

Spatial risk assessment of opium poppy cultivation in Afghanistan: integrating environmental and socio-economic drivers
2017
Kienberger, S., Spiekermann, R., Tiede, D., Zeiler, I., Bussink, C.
Int. J. Digit. Earth 10, 719–736.


https://doi.org/10.1080/17538947.2016.1250828

Stratified Template Matching to Support Refugee Camp Analysis in OBIA Workflows
2017
Tiede D., Krafft P., Füreder P., Lang S. 
Remote Sensing, 9, 326
http://www.mdpi.com/2072-4292/9/4/326



Dynamic hybrid modelling: Switching between AB and SD designs of a predator-prey model
2017
Wallentin G. & Neuwirth C. 
Ecological Modelling, 345, 165-175
http://www.sciencedirect.com/science/article/pii/S0304380016303714



GIS and Transport Modeling—Strengthening the Spatial Perspective
2016
Loidl M., Wallentin G., Cyganski R., Graser A., Scholz J., Haslauer E.
ISPRS International Journal of Geo-Information, 5, 84
http://www.mdpi.com/2220-9964/5/6/84



Spatial patterns and temporal dynamics of urban bicycle crashes—A case study from Salzburg
2016
Loidl M., Traun C., Wallentin G.,
Journal of Transport Geography, Volume 52, 2016, Pages 38-50,


https://doi.org/10.1016/j.jtrangeo.2016.02.008.

Mapping Bicycle Crash Risk Patterns on the Local Scale
2016
Loidl M., Wallentin G., Wendel R., Zagel B.
Safety, 2(3), 17
http://www.mdpi.com/2313-576X/2/3/17



Citizen-centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm
2016
Resch B., Summa A., Zeile P., Strube M.
Urban Planning, 1(2), 114-127
http://www.cogitatiopress.com/urbanplanning/article/view/617



Processing of Extremely High Resolution LiDAR and RGB Data: Outcome of the 2015 IEEE GRSS Data Fusion Contest—Part B: 3-D Contest
2016
Vo, A.-V., Truong-Hong, L., Laefer, D.F., Tiede, D., D’Oleire-Oltmanns, S., Baraldi, A., Shimoni, M., Moser, G., Tuia, D.,
IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 9, 5560–5575.


https://doi.org/10.1109/JSTARS.2016.2581843

Operationalizing environmental indicators for real time multi-purpose decision making and action support
2015
Klug H. & Kmoch A. 
Journal Ecological Modelling, 295, 66-74
http://www.sciencedirect.com/science/article/pii/S0304380014001902



Fusing Human and Technical Sensor Data: Concepts and Challenges
2015
Resch B. & Blaschke T.
ACM SIGSPATIAL Newsletter, Special Issue on Geosensor Networks, 7(2), 29-35


https://dl.acm.org/doi/10.1145/2826686.2826692

Building Extraction from Airborne Laser Scanning Data: An Analysis of the State of the Art
2015
Tomljenovic I., Hoefle B., Tiede D., Blaschke T.
Remote Sensing, 7(4), 3826-3862
http://www.mdpi.com/2072-4292/7/4/3826

See also: https://uni-salzburg.elsevierpure.com/en/organisations/geoinformatics/publications/