Cierco, F.-X., Naaim-Bouvet, F., and Bellot, H.: Acoustic sensors for snowdrift measurements: How should they be used for research purposes?, Cold Reg. Sci. Technol., 49, 74–87,
https://doi.org/10.1016/j.coldregions.2007.01.002, 2007.
a
De Gregorio, L., Callegari, M., Marin, C., Zebisch, M., Bruzzone, L., Demir, B., Strasser, U., Marke, M., Günther, D., Nadalet, R., and Notarnicola, C.: A Novel Data Fusion Technique for Snow Cover Retrieval, IEEE J-STARS, 12, 2862–2877,
https://doi.org/10.1109/JSTARS.2019.2920676, 2019.
a
De Gregorio, L., Günther, D., Callegari, M., Strasser, U., Zebisch, M., Bruzzone, L., and Notarnicola, C.: Improving SWE Estimation by Fusion of Snow Models with Topographic and Remotely Sensed Data, Remote Sens., 11, 2033,
https://doi.org/10.3390/rs11172033, 2019.
a
Department of Geography, University of Innsbruck: Continuous meteorological and snow hydrological measurements for 2013–2023 from three automatic weather stations (AWS) in the upper Rofental, Ötztal Alps, Austria, GFZ Data Services [data set],
https://doi.org/10.5880/fidgeo.2023.037, 2024.
a,
b
Egli, L., Jonas, T., and Meister, R.: Comparison of different automatic methods for estimating snow water equivalent, Cold Reg. Sci. Technol., 57, 107–115,
https://doi.org/10.1016/j.coldregions.2009.02.008, 2009.
a
Goger, B., Stiperski, I., Nicholson, L., and Sauter, T.: Large-eddy simulations of the atmospheric boundary layer over an Alpine glacier: Impact of synoptic flow direction and governing processes, Q. J. Roy. Meteor. Soc., 148, 1319–1343,
https://doi.org/10.1002/qj.4263, 2022.
a
Hanzer, F., Helfricht, K., Marke, T., and Strasser, U.: Multilevel spatiotemporal validation of snow/ice mass balance and runoff modeling in glacierized catchments, The Cryosphere, 10, 1859–1881,
https://doi.org/10.5194/tc-10-1859-2016, 2016.
a
Hanzer, F., Förster, K., Nemec, J., and Strasser, U.: Projected cryospheric and hydrological impacts of 21st century climate change in the Ötztal Alps (Austria) simulated using a physically based approach, Hydrol. Earth Syst. Sci., 22, 1593–1614,
https://doi.org/10.5194/hess-22-1593-2018, 2018.
a
IPCC: IPCC Special Report on the Ocean and Cryosphere in a Changing Climate, edited by: Pörtner, H.-O., Roberts, D. C., Masson-Delmotte, V., Zhai, P., Tignor, M., Poloczanska, E., Mintenbeck, K., Alegría, A., Nicolai, M., Okem, A., Petzold, J., Rama, B., and Weyer, N. M., Cambridge University Press, Cambridge, UK and New York, NY, USA, 755 pp.,
https://doi.org/10.1017/9781009157964, 2019.
a
Johnson, J. B. and Schaefer, G. L.: The influence of thermal, hydrologic, and snow deformation mechanisms on snow water equivalent pressure sensor accuracy, Hydrol. Process., 16, 3529–3542,
https://doi.org/10.1002/hyp.1236, 2002.
a
Johnson, J. B. and Marks, D.: The detection and correction of snow water equivalent pressure sensor errors, Hydrol. Process., 18, 3513–3525,
https://doi.org/10.1002/hyp.5795, 2004.
a,
b
Klug, C., Bollmann, E., Galos, S. P., Nicholson, L., Prinz, R., Rieg, L., Sailer, R., Stötter, J., and Kaser, G.: Geodetic reanalysis of annual glaciological mass balances (2001–2011) of Hintereisferner, Austria, The Cryosphere, 12, 833–849,
https://doi.org/10.5194/tc-12-833-2018, 2018.
a
Kuhn, M., Abermann, J., Olefs, M., Fischer, A., and Lambrecht, A.: Gletscher im Klimawandel: Aktuelle Monitoring-Programme und Forschungen zur Auswirkung auf den Gebietsabfluss im Ötztal, Mitt. hydr. Dienst Österr., 86, 31–47, 2006. a
Lehning, M., Naaim, F., Naaim, M., Brabec, B., Doorschot, J., Durand, Y., Guyomarc’h, G., Michaux, J.-L., and Zimmerli, M.: Snow drift: acoustic sensors for avalanche warning and research, Nat. Hazards Earth Syst. Sci., 2, 121–128,
https://doi.org/10.5194/nhess-2-121-2002, 2002.
a,
b
Lejeune, Y., Dumont, M., Panel, J.-M., Lafaysse, M., Lapalus, P., Le Gac, E., Lesaffre, B., and Morin, S.: 57 years (1960–2017) of snow and meteorological observations from a mid-altitude mountain site (Col de Porte, France, 1325 m of altitude), Earth Syst. Sci. Data, 11, 71–88,
https://doi.org/10.5194/essd-11-71-2019, 2019.
a
Lundquist, J. D., Vano, J., Gutmann, E., Hogan, D., Schwat, E., Haugeneder, M., Mateo, M., Oncley, S., Roden, C., Osenga, E., and Carver, L. (2024): Sublimation of Snow, B. Am. Meteorol. Soc., 105, E975–E990,
https://doi.org/10.1175/BAMS-D-23-0191.1, 2024.
a,
b
Marty, C. and Meister, R.: Long-term snow and weather observations at Weissfluhjoch and its relation to other high-altitude observatories in the Alps, Theor. Appl. Climatol., 110, 573–583,
https://doi.org/10.1007/s00704-012-0584-3, 2012.
a
Matiu, M., Crespi, A., Bertoldi, G., Carmagnola, C. M., Marty, C., Morin, S., Schöner, W., Cat Berro, D., Chiogna, G., De Gregorio, L., Kotlarski, S., Majone, B., Resch, G., Terzago, S., Valt, M., Beozzo, W., Cianfarra, P., Gouttevin, I., Marcolini, G., Notarnicola, C., Petitta, M., Scherrer, S. C., Strasser, U., Winkler, M., Zebisch, M., Cicogna, A., Cremonini, R., Debernardi, A., Faletto, M., Gaddo, M., Giovannini, L., Mercalli, L., Soubeyroux, J.-M., Sušnik, A., Trenti, A., Urbani, S., and Weilguni, V.: Observed snow depth trends in the European Alps: 1971 to 2019, The Cryosphere, 15, 1343–1382,
https://doi.org/10.5194/tc-15-1343-2021, 2021.
a
Ménard, C. B., Essery, R., Barr, A., Bartlett, P., Derry, J., Dumont, M., Fierz, C., Kim, H., Kontu, A., Lejeune, Y., Marks, D., Niwano, M., Raleigh, M., Wang, L., and Wever, N.: Meteorological and evaluation datasets for snow modelling at 10 reference sites: description of in situ and bias-corrected reanalysis data, Earth Syst. Sci. Data, 11, 865–880,
https://doi.org/10.5194/essd-11-865-2019, 2019.
a
Morin, S., Lejeune, Y., Lesaffre, B., Panel, J.-M., Poncet, D., David, P., and Sudul, M.: An 18-yr long (1993–2011) snow and meteorological dataset from a mid-altitude mountain site (Col de Porte, France, 1325 m alt.) for driving and evaluating snowpack models, Earth Syst. Sci. Data, 4, 13–21,
https://doi.org/10.5194/essd-4-13-2012, 2012.
a
Mott, R., Stiperski, I., and Nicholson, L.: Spatio-temporal flow variations driving heat exchange processes at a mountain glacier, The Cryosphere, 14, 4699–4718,
https://doi.org/10.5194/tc-14-4699-2020, 2020.
a
Musselman, K. N., Clark, M. P., Liu, C., Ikeda, K., and Rasmussen, R.: Slower snowmelt in a warmer world, Nat. Clim. Change, 7, 214–219,
https://doi.org/10.1038/nclimate3225, 2017.
a
Naaim-Bouvet, F., Bellot, H., Nishimura, K., Genthon, C., Palerme, C., Guyomarc’h, G., and Vionnet, V.: Detection of snowfall occurrence during blowing snow events using photoelectric sensors, Cold Reg. Sci. Technol., 106, 11–21,
https://doi.org/10.1016/j.coldregions.2014.05.005, 2014.
a
Ohl, C., Johst, K., Meyerhoff, J., Beckenkamp, M. Grüsgen, V., and Drechsler, M.: Long-term socio-ecological research (LTSER) for biodiversity protection – a complex systems approach for the study of dynamic human-nature interactions, Ecol. Complex., 7, 170–178,
https://doi.org/10.1016/j.ecocom.2009.10.002, 2010.
a
Pepin, N., Bradley, R. S., Diaz, H. F., Baraer, M., Caceres, E. B., Forsythe, N., Fowler, H., Greenwood, G., Hashmi, M. Z., Liu, X. D., Miller, J. R., Ning, L. Ohmura, A., Palazzi, E., Rangwala, I., Schöner, W., Severskiy, I., Shahgedanova, M., Wang, M. B.,Williamson S. N., and Yang, D. Q.: Elevation-dependent warming in mountain regions of the world, Nat. Clim. Change, 5, 424–430,
https://doi.org/10.1038/nclimate2563, 2015.
a
Pepin, N. C., Arnone, E., Gobiet, A., Haslinger, K., Kotlarski, S., Notarnicola, C., Palazzi, E., Seibert, P., Serafin, S. Schöner, W., Terzago, S., Thornton, J. M., Vuille, M., and Adler, C.: Climate changes and their elevational patterns in the mountains of the world, Rev. Geophys., 60, e2020RG000730,
https://doi.org/10.1029/2020RG000730, 2022.
a
Pradhananga, D., Pomeroy, J. W., Aubry-Wake, C., Munro, D. S., Shea, J., Demuth, M. N., Kirat, N. H., Menounos, B., and Mukherjee, K.: Hydrometeorological, glaciological and geospatial research data from the Peyto Glacier Research Basin in the Canadian Rockies, Earth Syst. Sci. Data, 13, 2875–2894,
https://doi.org/10.5194/essd-13-2875-2021, 2021.
a
Rastner, P., Prinz, R., Notarnicola, C., Nicholson, L., Sailer, R., Schwaizer, G., and Paul, F.: On the Automated Mapping of Snow Cover on Glaciers and Calculation of Snow Line Altitudes from Multi-Temporal Landsat Data, Remote Sens., 11, 1410,
https://doi.org/10.3390/rs11121410, 2019.
a
Rieg, L., Klug, C., Nicholson, L., and Sailer, R.: Pléiades Tri-Stereo Data for Glacier Investigations – Examples from the European Alps and the Khumbu Himal, Remote Sens., 10, 1563,
https://doi.org/10.3390/rs10101563, 2018.
a
Sato, T., Kimura, T., Ishimaru, T., and Maruyama, T.: Field test of a new snow-particle counter (SPC) system, Ann. Glaciol., 18, 149–154,
https://doi.org/10.3189/S0260305500011411, 1993.
a
Schattan, P., Baroni, G., Oswald, S. E., Schöber, J., Fey, C., Kormann, C., Huttenlau, M., and Achleitner, S.: Continuous monitoring of snowpack dynamics in alpine terrain by aboveground neutron sensing, Water Resour. Res., 53, 3615–3634,
https://doi.org/10.1002/2016WR020234, 2017.
a
Schmidt, L. K., Francke, T., Grosse, P. M., Mayer, C., and Bronstert, A.: Reconstructing five decades of sediment export from two glacierized high-alpine catchments in Tyrol, Austria, using nonparametric regression, Hydrol. Earth Syst. Sci., 27, 1841–1863,
https://doi.org/10.5194/hess-27-1841-2023, 2023.
a
Schmieder, J., Garvelmann, J., Marke, T., and Strasser, U.: Spatio‐temporal tracer variability in the glacier melt end‐member – How does it affect hydrograph separation results?, Hydrol. Proc., 32, 1828–1843,
https://doi.org/10.1002/hyp.11628, 2018.
a
Sicart, J. E., Ramseyer, V., Picard, G., Arnaud, L., Coulaud, C., Freche, G., Soubeyrand, D., Lejeune, Y., Dumont, M., Gouttevin, I., Le Gac, E., Berger, F., Monnet, J.-M., Borgniet, L., Mermin, É., Rutter, N., Webster, C., and Essery, R.: Snow accumulation and ablation measurements in a midlatitude mountain coniferous forest (Col de Porte, France, 1325 m altitude): the Snow Under Forest (SnoUF) field campaign data set, Earth Syst. Sci. Data, 15, 5121–5133,
https://doi.org/10.5194/essd-15-5121-2023, 2023.
a
Stähli, M., Stacheder, M., Gustafsson, D., Schlaeger, S., Schneebeli, M., and Brandelik, A.: A new in situ sensor for large-scale snow-cover monitoring, Ann. Glaciol., 38, 273–278,
https://doi.org/10.3189/172756404781814933, 2004.
a,
b
Stoll, E., Hanzer, F., Oesterle, F,; Nemec, J., Schöber, J., Huttenlau, M., and Förster, K.: What Can We Learn from Comparing Glacio-Hydrological Models?, Atmosphere, 11, 981,
https://doi.org/10.3390/atmos11090981, 2020.
a
Strasser, U., Marke, T., Braun, L., Escher-Vetter, H., Juen, I., Kuhn, M., Maussion, F., Mayer, C., Nicholson, L., Niedertscheider, K., Sailer, R., Stötter, J., Weber, M., and Kaser, G.: The Rofental: a high Alpine research basin (1890 m–3770 m a.s.l.) in the Ötztal Alps (Austria) with over 150 years of hydro-meteorological and glaciological observations, PANGAEA [data set],
https://doi.org/10.1594/PANGAEA.876120, 2017.
a,
b,
c
Strasser, U., Marke, T., Braun, L., Escher-Vetter, H., Juen, I., Kuhn, M., Maussion, F., Mayer, C., Nicholson, L., Niedertscheider, K., Sailer, R., Stötter, J., Weber, M., and Kaser, G.: The Rofental: a high Alpine research basin (1890–3770 m a.s.l.) in the Ötztal Alps (Austria) with over 150 years of hydrometeorological and glaciological observations, Earth Syst. Sci. Data, 10, 151–171,
https://doi.org/10.5194/essd-10-151-2018, 2018.
a,
b,
c,
d,
e,
f,
g,
h,
i
Strasser, U., Warscher, M., Rottler, E., and Hanzer, F.: openAMUNDSEN v 0.8.3: an open source snow-hydrological model for mountain regions, EGUsphere [preprint],
https://doi.org/10.5194/egusphere-2024-193, 2024.
a
Trenberth, K. E.: Changes in precipitation with climate change, Clim. Res., 47, 123–138, 2011. a
Trouvilliez, A., Naaim-Bouvet, F., Bellot, H., Genthon, C., and Gallée, H.: Evaluation of the FlowCapt Acoustic Sensor for the Aeolian Transport of Snow, J. Atmos. Ocean. Tech., 32, 1630–1641,
https://doi.org/10.1175/JTECH-D-14-00104.1, 2015.
a,
b,
c
Voordendag, A., Goger, B., Klug, C., Prinz, R., Rutzinger, M., Sauter, T., and Kaser, G.: Uncertainty assessment of a permanent long-range terrestrial laser scanning system for the quantification of snow dynamics on Hintereisferner (Austria), Front. Earth Sci., 11, 1085416,
https://doi.org/10.3389/feart.2023.1085416, 2023a.
a
Voordendag, A., Prinz, R., Schuster, L., and Kaser, G.: Brief communication: The Glacier Loss Day as an indicator of a record-breaking negative glacier mass balance in 2022, The Cryosphere, 17, 3661–3665,
https://doi.org/10.5194/tc-17-3661-2023, 2023b.
a
Voordendag, A., Goger, B., Prinz, R., Sauter, T., Mölg, T., Saigger, M., and Kaser, G.: A novel framework to investigate wind-driven snow redistribution over an Alpine glacier: combination of high-resolution terrestrial laser scans and large-eddy simulations, The Cryosphere, 18, 849–868,
https://doi.org/10.5194/tc-18-849-2024, 2024.
a
Wang, Q., Wang, M., and Fan, X.: Seasonal patterns of warming amplification of high-elevation stations across the globe, Int. J. Climatol., 38, 3466–3473,
https://doi.org/10.1002/joc.5509, 2018.
a
Wu, X., Che, T., Li, X., Wang, N., and Yang, X.: Slower Snowmelt in Spring Along with Climate Warming Across the Northern Hemisphere, Geophys. Res. Lett., 45, 12331–12339,
https://doi.org/10.1029/2018GL079511, 2018.
a
Zolles, T., Maussion, F., Galos, S. P., Gurgiser, W., and Nicholson, L.: Robust uncertainty assessment of the spatio-temporal transferability of glacier mass and energy balance models, The Cryosphere, 13, 469–489,
https://doi.org/10.5194/tc-13-469-2019, 2019.
a
