Bühler, Y., Adams, M. S., Bösch, R., and Stoffel, A.: Mapping snow depth in alpine terrain with unmanned aerial systems (UASs): potential and limitations, The Cryosphere, 10, 1075–1088, https://doi.org/10.5194/tc-10-1075-2016, 2016.
Bühler, Y., von Rickenbach, D., Stoffel, A., Margreth, S., Stoffel, L., and Christen, M.: Automated snow avalanche release area delineation – validation of existing algorithms and proposition of a new object-based approach for large-scale hazard indication mapping, Nat. Hazards Earth Syst. Sci., 18, 3235–3251, https://doi.org/10.5194/nhess-18-3235-2018, 2018a.
Bühler, Y., von Rickenbach, D., Christen, M., Margreth, S., Stoffel, L., Stoffel, A., and Kühne, R.: Linking modelled potential
release areas with avalanche dynamic simulations: an automated
approach for efficient avalanche hazard indication mapping, International
snow science workshop proceedings, Innsbruck, Austria, 7–12 October 2018, 810–814, 2018b.
Bühler, Y., Hafner, E. D., Zweifel, B., Zesiger, M., and Heisig, H.: Where are the avalanches? Rapid SPOT6 satellite data acquisition to map an extreme avalanche period over the Swiss Alps, The Cryosphere, 13, 3225–3238, https://doi.org/10.5194/tc-13-3225-2019, 2019.
Bühler, Y., Bebi, P., Christen, M., Margreth, S., Stoffel, L., Stoffel, A., Marty, C., Schmucki, G., Caviezel, A., Kühne, R., Wohlwend, S., and Bartelt, P.: Automated avalanche hazard indication mapping on a statewide scale, Nat. Hazards Earth Syst. Sci., 22, 1825–1843, https://doi.org/10.5194/nhess-22-1825-2022, 2022.
Caiserman A.: Snow Avalanche Frequency Estimation (SAFE), Zenodo [code], https://doi.org/10.5281/zenodo.6973757, 2022.
Chabot, D. and Kaba, A.: Avalanche forecasting in the Central
Asian countries of Afghanistan, Pakistan and Tajikistan, International
Snow Science Workshop, Breckenridge, United States, 10 February 2016,
https://arc.lib.montana.edu/snow-science/item/2310 (last access: 15 August 2022), 2016.
Deems, J. S., Painter, T. H., and Finnegan, D. C.: Lidar measurement of snow
depth: a review, J. Glaciol., 59, 467–479,
https://doi.org/10.3189/2013JoG12J154, 2013.
Eckerstorfer, M., Malnes, E., Frauenfelder, R., Doomas, U., and
Brattlien, K.: Avalanche Debris Detection Using Satellite-Borne Radar and Optical Remote Sensing, International Snow Science Workshop 2014 Proceedings, Banff, Canada, 131–138, https://www.researchgate.net/profile/Markus-Eckerstorfer/publication/265395539 (last access: 15 August 2022), 2014.
Eckerstorfer, M., Bühler, Y., Frauenfelder, R., and Malnes, E.: Remote
sensing of snow avalanches: Recent advances, potential, and limitations,
Cold Reg. Sci. Technol., 121, 126–140,
https://doi.org/10.1016/j.coldregions.2015.11.001, 2016.
Eckerstorfer, M., Malnes, E., and Müller, K.: A complete snow avalanche
activity record from a Norwegian forecasting region using Sentinel-1
satellite-radar data, Cold Reg. Sci. Technol., 144, 39–51,
https://doi.org/10.1016/j.coldregions.2017.08.004, 2017.
FAO: Special report
FAO/WFP crop and food supply assessment mission
to Afghanistan,
https://www.fao.org/3/j0156e/j0156e00.htm, last
access: 17 October 2021.
Global Facility for Disaster and Recovery: Afghanistan Multi-Hazard Risk Assessment, World Bank, Kabul, Afghanistan, 108 pp.,
https://www.gfdrr.org/sites/default/files/publication/Afghanistan_MHRA.pdf (last access: 15 August 2022), 2018.
Greene, E., Birkeland, K., Elder, K., McCammon, I., Staples, M.,
and Sharaf, D.: Observation Guidelines for Avalanche Professionals
in the U.S. American Avalanche Association, Pagosa
Springs, Victor, United States of America, 104 pp.,
https://issuu.com/americanavalanche/docs/aaa_swag_sample (last access: 15 August 2022), 2016.
Gubler, H.: Measurements and modelling of snow avalanche
speeds, in: Proceedings of the Davos Symposium, Avalanche
Formation, Movment and Effects, Davos, Switzerland, September 1987,
https://www.semanticscholar.org/paper/Measurements-and-modelling-of-snow-avalanche-speeds-Gubler/ca94f82fc1f509b7b3fb7a1fe0fc1f871414800f (last access: 15 August 2022), 1987.
Guimbert, S.: Struture and performance of the Afghan economy,
World, Washington D.C, United States, 47 pp.,
https://documents1.worldbank.org/curated/en/819001468740686597/pdf/308610PAPER0SASPR0no1010Afghan0eco.pdf (last access: 15 August 2022), 2004.
Hafner, E. and Bühler, Y.: SPOT6 Avalanche outlines 24 January
2018,
https://opendata.swiss/en/dataset/spot6-avalanche-outlines-24-january-2018 (last access: 15 August 2022), 2018.
Hafner, E. D., Techel, F., Leinss, S., and Bühler, Y.: Mapping avalanches with satellites – evaluation of performance and completeness, The Cryosphere, 15, 983–1004, https://doi.org/10.5194/tc-15-983-2021, 2021a.
Hafner, E., Leinss, S., Techel, F., and Bühler, Y.: Satellite avalanche mapping validation data, EnviDat [data set],
https://doi.org/10.16904/envidat.202, 2021b.
Hammond, J. C., Saavedra, F. A., and Kampf, S. K.: Global snow zone maps and
trends in snow persistence 2001–2016, Int. J. Climatol.,
38, 4369–4383, https://doi.org/10.1002/joc.5674, 2018.
Karas, A., Karbou, F., Giffard-Roisin, S., Durand, P., and Eckert, N.: Automatic Color Detection-Based Method Applied to Sentinel-1 SAR Images for Snow Avalanche Debris Monitoring, IEEE T. Geosci. Remote, 60, 1–17, https://doi.org/10.1109/TGRS.2021.3131853, 2022.
Keylock, C. J., McClung, D. M., and Magnusson, M. M.: Avalanche
risk mapping by simulation, J. Glaciology, 45, 303–314, https://doi.org/10.3189/S0022143000001805, 1999.
Kravtsova, V. I.: Snow Cover Mapping of Afghanistan's Mountains with Space
Imagery, Mapping Sciences and Remote Sensing, 27, 295–302,
https://doi.org/10.1080/07493878.1990.10641815, 1990.
Leinss, S., Wicki, R., Holenstein, S., Baffelli, S., and Bühler, Y.: Snow avalanche detection and mapping in multitemporal and multiorbital radar images from TerraSAR-X and Sentinel-1, Nat. Hazards Earth Syst. Sci., 20, 1783–1803, https://doi.org/10.5194/nhess-20-1783-2020, 2020.
Louge, M. Y., Turnbull, B., and Carroll, C.: Volume growth of a powder snow
avalanche, Ann. Glaciol., 53, 57–60,
https://doi.org/10.3189/2012AoG61A030, 2012.
Maggioni, M. and Gruber, U.: The influence of topographic parameters on
avalanche release dimension and frequency, Cold Reg. Sci.
Technol., 37, 407–419, https://doi.org/10.1016/S0165-232X(03)00080-6,
2009.
Malnes, E., Eckerstorfer, M., and Vickers, H.: First Sentinel-1 detections of avalanche debris, The Cryosphere Discuss., 9, 1943–1963, https://doi.org/10.5194/tcd-9-1943-2015, 2015.
Mohanty, A., Hussain, M., Mishra, M., Kattel, D. B., and Pal, I.: Exploring
community resilience and early warning solution for flash floods, debris
flow and landslides in conflict prone villages of Badakhshan, Afghanistan,
Int. J. Disast. Risk Re., 33, 5–15,
https://doi.org/10.1016/j.ijdrr.2018.07.012, 2019.
Office for the Coordination of Humanitarian Affairs: Districts Affected by Avalanches –
Badakhshan Province, https://reliefweb.int/map/afghanistan/afghanistan-districts-affected-avalanches
%C2%A0%E2%80%90-badakhshan-province-19-jan-2012-location (last access: 15 August 2022), 2012.
Palma, J.: Climate in Crisis: How Risk Information Can Build Resilience in Afghanistan,
https://blogs.worldbank.org/endpovertyinsouthasia/climate-crisis-how-risk-information-can-build-resilience-afghanistan,
last access: 30 June 2021.
Prokop, A.: Assessing the applicability of terrestrial laser scanning for
spatial snow depth measurements, Cold Reg. Sci. Technol., 54,
155–163, https://doi.org/10.1016/j.coldregions.2008.07.002, 2008.
Prokop, A., Schön, P., Singer, F., Pulfer, G., Naaim, M., and Thibert,
E.: Determining Avalanche Modelling Input Parameters Using Terrestrial Laser
Scanning Technology, International Snow Science Workshop, Grenoble,
Chamonix Mont-Blanc, 7–11 October 2013, 770–774,
https://hal.archives-ouvertes.fr/hal-00950086/document (last access: 15 August 2022), 2013.
Qureshi, S.: Water resources management in Afghanistan: The issues and options, IWMI, 30 pp.,
https://books.google.com.tj/books?hl=fr&lr=&id=qJMAbmFqAFoC&oi=fnd&pg=PA10&dq=Water+resources+management+in+Afghanistan:+the+50+issues+and+options,&ots=TzN-kHTxZX&sig=-GMrnmUSiN77y73QcKBAz7LYldU&redir_esc=y#v=onepage&q&f=false (last access: 15 August 2022), 2002.
Schaffhauser, A., Adams, M., Fromm, R., Jörg, P., Luzi, G., Noferini,
L., and Sailer, R.: Remote sensing based retrieval of snow cover properties,
Cold Reg. Sci. Technol., 54, 164–175,
https://doi.org/10.1016/j.coldregions.2008.07.007, 2008.
Singh, D. K., Mishra, V. D., Gusain, H. S., Gupta, N., and Singh, A. K.:
Geo-spatial Modeling for Automated Demarcation of Snow Avalanche Hazard
Areas Using Landsat-8 Satellite Images and In Situ Data, J. Indian Soc. Remote
Sens., 47, 513–526, https://doi.org/10.1007/s12524-018-00936-w, 2019.
Singh, K. K., Singh, D. K., Thakur, N. K., Dewali, S. K., Negi, H. S.,
Snehmani, and Mishra, V. D.: Detection and mapping of snow avalanche debris
from Western Himalaya, India using remote sensing satellite images, Geocarto
Int., 37, 2561–2579, https://doi.org/10.1080/10106049.2020.1762762,
2020.
Smith, W. D., Dunning, S. A., Brough, S., Ross, N., and Telling, J.: GERALDINE (Google Earth Engine supRaglAciaL Debris INput dEtector): a new tool for identifying and monitoring supraglacial landslide inputs, Earth Surf. Dynam., 8, 1053–1065, https://doi.org/10.5194/esurf-8-1053-2020, 2020.
Soteres, R. L., Pedraza, J., and Carrasco, R. M.: Snow avalanche
susceptibility of the Circo de Gredos (Iberian Central System, Spain),
J. Maps, 16, 155–165,
https://doi.org/10.1080/17445647.2020.1717655, 2020.
Tompkin, C. and Leinss, S.: Backscatter Characteristics of Snow Avalanches
for Mapping With Local Resolution Weighting, IEEE J. Sel. Top.
Appl., 14, 4452–4464,
https://doi.org/10.1109/JSTARS.2021.3074418, 2021.
USAID: Afghanistan Avalanches,
https://www.usaid.gov/humanitarian-assistance/afghanistan, last access: 15 August 2022.
Vickers, H., Eckerstorfer, M., Malnes, E., Larsen, Y., and Hindberg, H.: A method for automated snow avalanche debris detection through use of synthetic aperture radar (SAR) imaging, Earth and Space Science, 3, 446–462, https://doi.org/10.1002/2016EA000168, 2016.
Yang, J., Li, C., Li, L., Ding, J., Zhang, R., Han, T., and Liu, Y.:
Automatic Detection of Regional Snow Avalanches with Scattering and
Interference of C-band SAR Data, Remote Sensing, 12, 2781,
https://doi.org/10.3390/rs12172781, 2020.
Yariyan, P., Avand, M., Abbaspour, R. A., Karami, M., and Tiefenbacher, J.
P.: GIS-based spatial modeling of snow avalanches using four novel ensemble
models, Sci. Total Environ., 745, 141008,
https://doi.org/10.1016/j.scitotenv.2020.141008, 2020.
Zhang, J., Gurung, D. R., Liu, R., Murthy, M. S. R., and Su, F.: Abe Barek
landslide and landslide susceptibility assessment in Badakhshan Province,
Afghanistan, Landslides, 12, 597–609,
https://doi.org/10.1007/s10346-015-0558-5, 2015.
