Articles | Volume 21, issue 9
https://doi.org/10.5194/nhess-21-2753-2021
https://doi.org/10.5194/nhess-21-2753-2021
Research article
 | 
08 Sep 2021
Research article |  | 08 Sep 2021

Timely prediction potential of landslide early warning systems with multispectral remote sensing: a conceptual approach tested in the Sattelkar, Austria

Doris Hermle, Markus Keuschnig, Ingo Hartmeyer, Robert Delleske, and Michael Krautblatter

Related authors

How water, temperature and seismicity control the preparation of massive rock slope failure (Hochvogel, DE/AT)
Johannes Leinauer, Michael Dietze, Sibylle Knapp, Riccardo Scandroglio, Maximilian Jokel, and Michael Krautblatter
EGUsphere, https://doi.org/10.5194/egusphere-2024-231,https://doi.org/10.5194/egusphere-2024-231, 2024
Short summary
Massive sediment pulses triggered by a multi-stage 130 000 m3 alpine cliff fall (Hochvogel, DE–AT)
Natalie Barbosa, Johannes Leinauer, Juilson Jubanski, Michael Dietze, Ulrich Münzer, Florian Siegert, and Michael Krautblatter
Earth Surf. Dynam., 12, 249–269, https://doi.org/10.5194/esurf-12-249-2024,https://doi.org/10.5194/esurf-12-249-2024, 2024
Short summary
Geophysical evidence of massive hyperconcentrated push waves with embedded toma hills caused by the Flims rockslide, Switzerland
Sibylle Knapp, Michael Schwenk, and Michael Krautblatter
Earth Surf. Dynam., 10, 1185–1193, https://doi.org/10.5194/esurf-10-1185-2022,https://doi.org/10.5194/esurf-10-1185-2022, 2022
Short summary
The landslide velocity
Shiva P. Pudasaini and Michael Krautblatter
Earth Surf. Dynam., 10, 165–189, https://doi.org/10.5194/esurf-10-165-2022,https://doi.org/10.5194/esurf-10-165-2022, 2022
Short summary
Permafrost in monitored unstable rock slopes in Norway – new insights from temperature and surface velocity measurements, geophysical surveying, and ground temperature modelling
Bernd Etzelmüller, Justyna Czekirda, Florence Magnin, Pierre-Allain Duvillard, Ludovic Ravanel, Emanuelle Malet, Andreas Aspaas, Lene Kristensen, Ingrid Skrede, Gudrun D. Majala, Benjamin Jacobs, Johannes Leinauer, Christian Hauck, Christin Hilbich, Martina Böhme, Reginald Hermanns, Harald Ø. Eriksen, Tom Rune Lauknes, Michael Krautblatter, and Sebastian Westermann
Earth Surf. Dynam., 10, 97–129, https://doi.org/10.5194/esurf-10-97-2022,https://doi.org/10.5194/esurf-10-97-2022, 2022
Short summary

Related subject area

Databases, GIS, Remote Sensing, Early Warning Systems and Monitoring Technologies
Exploiting radar polarimetry for nowcasting thunderstorm hazards using deep learning
Nathalie Rombeek, Jussi Leinonen, and Ulrich Hamann
Nat. Hazards Earth Syst. Sci., 24, 133–144, https://doi.org/10.5194/nhess-24-133-2024,https://doi.org/10.5194/nhess-24-133-2024, 2024
Short summary
Machine-learning-based nowcasting of the Vögelsberg deep-seated landslide: why predicting slow deformation is not so easy
Adriaan L. van Natijne, Thom A. Bogaard, Thomas Zieher, Jan Pfeiffer, and Roderik C. Lindenbergh
Nat. Hazards Earth Syst. Sci., 23, 3723–3745, https://doi.org/10.5194/nhess-23-3723-2023,https://doi.org/10.5194/nhess-23-3723-2023, 2023
Short summary
Fixed photogrammetric systems for natural hazard monitoring with high spatio-temporal resolution
Xabier Blanch, Marta Guinau, Anette Eltner, and Antonio Abellan
Nat. Hazards Earth Syst. Sci., 23, 3285–3303, https://doi.org/10.5194/nhess-23-3285-2023,https://doi.org/10.5194/nhess-23-3285-2023, 2023
Short summary
A neural network model for automated prediction of avalanche danger level
Vipasana Sharma, Sushil Kumar, and Rama Sushil
Nat. Hazards Earth Syst. Sci., 23, 2523–2530, https://doi.org/10.5194/nhess-23-2523-2023,https://doi.org/10.5194/nhess-23-2523-2023, 2023
Short summary
Brief communication: Landslide activity on the Argentinian Santa Cruz River mega dam works confirmed by PSI DInSAR
Guillermo Tamburini-Beliveau, Sebastián Balbarani, and Oriol Monserrat
Nat. Hazards Earth Syst. Sci., 23, 1987–1999, https://doi.org/10.5194/nhess-23-1987-2023,https://doi.org/10.5194/nhess-23-1987-2023, 2023
Short summary

Cited articles

Anker, F., Fegerl, L., Hübl, J., Kaitna, R., Neumayer, F., and Keuschnig, M.: Geschiebetransport in Gletscherbächen der Hohen Tauern: Beispiel Obersulzbach, Wildbach- und Lawinenverbauung, 80, 86–96, 2016. 
Aubrecht, C., Meier, P., and Taubenböck, H.: Speeding up the clock in remote sensing: identifying the “black spots” in exposure dynamics by capitalizing on the full spectrum of joint high spatial and temporal resolution, Nat. Hazards, 86, 177–182, https://doi.org/10.1007/s11069-015-1857-9, 2017. 
Ayoub, F., Leprince, S., and Keene, L.: User's Guide to COSI-CORR Co-registration of Optically Sensed Images and Correlation, California Institute of Technology, Pasadena, CA 91125, USA, 38 pp., 2009. 
Barla, G. and Paronuzzi, P.: The 1963 Vajont Landslide: 50th Anniversary, Rock Mech. Rock Eng., 46, 1267–1270, https://doi.org/10.1007/s00603-013-0483-7, 2013. 
Download
Short summary
Multispectral remote sensing imagery enables landslide detection and monitoring, but its applicability to time-critical early warning is rarely studied. We present a concept to operationalise its use for landslide early warning, aiming to extend lead time. We tested PlanetScope and unmanned aerial system images on a complex mass movement and compared processing times to historic benchmarks. Acquired data are within the forecasting window, indicating the feasibility for landslide early warning.
Altmetrics
Final-revised paper
Preprint