Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

Kathrin Lisa Kapper; Thomas Gölles; Stefan Muckenhuber; Andreas Trügler; Jakob Abermann; Birgit Schlager; Christoph Gaisberger; Jakob Grahn; Alexander Prokop; Wolfgang Schöner

doi:10.5194/egusphere-egu23-12774

Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

Kathrin Lisa Kapper, Thomas Gölles, Stefan Muckenhuber, Andreas Trügler, Jakob Abermann, Birgit Schlager, Christoph Gaisberger, Jakob Grahn, Alexander Prokop, Wolfgang Schöner

Research output: Contribution to conference › Abstract › peer-review

Original language	English
Number of pages	2
DOIs	https://doi.org/10.5194/egusphere-egu23-12774
Publication status	Published - 24 Apr 2023
Event	European Geosciences Union General Assembly 2023: EGU 2023 - Wien, Austria Duration: 23 Apr 2023 → 28 Apr 2023

Conference

Conference	European Geosciences Union General Assembly 2023
Abbreviated title	EGU23
Country/Territory	Austria
City	Wien
Period	23/04/23 → 28/04/23

Access to Document

10.5194/egusphere-egu23-12774Licence: CC BY 4.0

Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps
Kathrin Lisa Kapper (Speaker), Thomas Gölles (Speaker), Stefan Muckenhuber (Speaker), Andreas Trügler (Speaker), Jakob Abermann (Speaker), Birgit Schlager (Speaker), Christoph Gaisberger (Speaker), Jakob Grahn (Speaker), Alexander Prokop (Speaker) & Wolfgang Schöner (Speaker)
24 Apr 2023
Activity: Talk or presentation › Poster presentation › Science to science

Cite this

Kapper, K. L., Gölles, T., Muckenhuber, S., Trügler, A., Abermann, J., Schlager, B., Gaisberger, C., Grahn, J., Prokop, A., & Schöner, W. (2023). Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps. Abstract from European Geosciences Union General Assembly 2023, Wien, Austria. https://doi.org/10.5194/egusphere-egu23-12774

Kapper, KL, Gölles, T, Muckenhuber, S, Trügler, A, Abermann, J, Schlager, B, Gaisberger, C, Grahn, J, Prokop, A & Schöner, W 2023, 'Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps', European Geosciences Union General Assembly 2023, Wien, Austria, 23/04/23 - 28/04/23. https://doi.org/10.5194/egusphere-egu23-12774

@conference{a664e370339a4450b34a1dbba2b4220f,

title = "Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps",

author = "Kapper, {Kathrin Lisa} and Thomas G{\"o}lles and Stefan Muckenhuber and Andreas Tr{\"u}gler and Jakob Abermann and Birgit Schlager and Christoph Gaisberger and Jakob Grahn and Alexander Prokop and Wolfgang Sch{\"o}ner",

year = "2023",

month = apr,

day = "24",

doi = "10.5194/egusphere-egu23-12774",

language = "English",

note = "European Geosciences Union General Assembly 2023 : EGU 2023, EGU23 ; Conference date: 23-04-2023 Through 28-04-2023",

}

TY - CONF

T1 - Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

AU - Kapper, Kathrin Lisa

AU - Gölles, Thomas

AU - Muckenhuber, Stefan

AU - Trügler, Andreas

AU - Abermann, Jakob

AU - Schlager, Birgit

AU - Gaisberger, Christoph

AU - Grahn, Jakob

AU - Prokop, Alexander

AU - Schöner, Wolfgang

PY - 2023/4/24

Y1 - 2023/4/24

U2 - 10.5194/egusphere-egu23-12774

DO - 10.5194/egusphere-egu23-12774

M3 - Abstract

T2 - European Geosciences Union General Assembly 2023

Y2 - 23 April 2023 through 28 April 2023

ER -

Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

Conference

Access to Document

Activities

Next steps to a modular machine learning-based data pipeline for automated snow avalanche detection in the Austrian Alps

Cite this