Publications 2021
Publications 2020
Publications 2019
Publications 2018
Publications 2017
Publications 2016
Publications about the DK


*Arabameri, A., Chandra Pal, S., Rezaie, F., Chakrabortty, R., Saha, A., Blaschke, T., Di Napoli, M., Ghorbanzadeh, O. & Thi Ngo, P.T. (2021) Decision Tree based ensemble machine learning approaches for landslide susceptibility mapping. Geocarto International, pages 1-28.
*Crivellari, A. & Ristea, A. (2021) CrimeVec—Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions. ISPRS International Journal of Geo-Information, 10(4), 210.
*Dabiri, Z., Hölbling, D., Abad, L. & Guđmundsson, S. (2021) Comparing the Applicability of Sentinel-1 and Sentinel-2 for Mapping the Evolution of Ice-marginal Lakes in Southeast Iceland. GI_Forum(1), pages 46-52.
*Havas, C., Wendlinger, L., Stier, J., Julka, S., Krieger, V., Ferner, C., Petutschnig, A., Granitzer, M., Wegenkittl, S. & Resch, B. (2021) Spatio-Temporal Machine Learning Analysis of Social Media Data and Refugee Movement Statistics. ISPRS International Journal of Geo-Information, 10(8), 498.
*Kaziyeva, D., Loidl, M. & Wallentin, G. (2021) Simulating Spatio-Temporal Patterns of Bicycle Flows with an Agent-Based Model. ISPRS International Journal of Geo-Information, 10(2), 88.
*Kogan, N.E., Clemente, L., Liautaud, P., Kaashoek, J., Link, N.B., Nguyen, A.T., Lu, F.S., Huybers, P., Resch, B. & Havas, C. (2021) An early warning approach to monitor COVID-19 activity with multiple digital traces in near real time. Science Advances, 7(10), eabd6989.
*Meena, S.R., Albrecht, F., Hölbling, D., Ghorbanzadeh, O. & Blaschke, T. (2021) Nepalese landslide information system (NELIS): a conceptual framework for a web-based geographical information system for enhanced landslide risk management in Nepal. Natural Hazards and Earth System Sciences, 21(1), 301-316.
*Meena, S.R., Ghorbanzadeh, O., van Westen, C.J., Nachappa, T.G., Blaschke, T., Singh, R.P. & Sarkar, R. (2021) Rapid mapping of landslides in the Western Ghats (India) triggered by 2018 extreme monsoon rainfall using a deep learning approach. Landslides, pages 1-14.
*Ngo, P.T.T., Panahi, M., Khosravi, K., Ghorbanzadeh, O., Kariminejad, N., Cerda, A. & Lee, S. (2021) Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran. Geoscience Frontiers, 12(2), 505-519.
*Petutschnig, A., Resch, B., Lang, S. & Havas, C. (2021) Evaluating the Representativeness of Socio-Demographic Variables over Time for Geo-Social Media Data. ISPRS International Journal of Geo-Information, 10(5), 323.
*Pointner, G. & Bartsch, A. (2021) Mapping Arctic Lake Ice Backscatter Anomalies Using Sentinel-1 Time Series on Google Earth Engine. Remote Sensing, 13(9), 1626.
*Pointner, G., Bartsch, A., Dvornikov, Y.A. & Kouraev, A.V. (2021) Mapping potential signs of gas emissions in ice of Lake Neyto, Yamal, Russia, using synthetic aperture radar and multispectral remote sensing data. The Cryosphere, 15(4), 1907-1929.