{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T19:33:36Z","timestamp":1776972816244,"version":"3.51.4"},"reference-count":83,"publisher":"MDPI AG","issue":"12","license":[{"start":{"date-parts":[[2014,12,19]],"date-time":"2014-12-19T00:00:00Z","timestamp":1418947200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>Central Asia consists of the five former Soviet States Kazakhstan, Kyrgyzstan, Tajikistan, Turkmenistan, and Uzbekistan, therefore comprising an area of ~4 Mio km2. The continental climate is characterized by hot and dry summer months and cold winter seasons with most precipitation occurring as snowfall. Accordingly, freshwater supply is strongly depending on the amount of accumulated snow as well as the moment of its release after snowmelt. The aim of the presented study is to identify possible changes in snow cover characteristics, consisting of snow cover duration, onset and offset of snow cover season within the last 28 years. Relying on remotely sensed data originating from medium resolution imagers, these snow cover characteristics are extracted on a daily basis. The resolution of 500\u20131000 m allows for a subsequent analysis of changes on the scale of hydrological sub-catchments. Long-term changes are identified from this unique dataset, revealing an ongoing shift towards earlier snowmelt within the Central Asian Mountains. This shift can be observed in most upstream hydro catchments within Pamir and Tian Shan Mountains and it leads to a potential change of freshwater availability in the downstream regions, exerting additional pressure on the already tensed situation.<\/jats:p>","DOI":"10.3390\/rs61212752","type":"journal-article","created":{"date-parts":[[2014,12,19]],"date-time":"2014-12-19T10:50:22Z","timestamp":1418986222000},"page":"12752-12775","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":63,"title":["Identifying Changing Snow Cover Characteristics in Central Asia between 1986 and 2014 from Remote Sensing Data"],"prefix":"10.3390","volume":"6","author":[{"given":"Andreas","family":"Dietz","sequence":"first","affiliation":[{"name":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Muenchener Stra\u00dfe 20, 82234 Wessling, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0807-7059","authenticated-orcid":false,"given":"Christopher","family":"Conrad","sequence":"additional","affiliation":[{"name":"Department of Remote Sensing, Institute of Geography, University of Wuerzburg,  97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Claudia","family":"Kuenzer","sequence":"additional","affiliation":[{"name":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Muenchener Stra\u00dfe 20, 82234 Wessling, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gerhard","family":"Gesell","sequence":"additional","affiliation":[{"name":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Muenchener Stra\u00dfe 20, 82234 Wessling, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"Dech","sequence":"additional","affiliation":[{"name":"German Remote Sensing Data Center (DFD), German Aerospace Center (DLR), Muenchener Stra\u00dfe 20, 82234 Wessling, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2014,12,19]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1016\/j.apgeog.2012.06.016","article-title":"Regional land cover mapping and change detection in Central Asia using MODIS time-series","volume":"35","author":"Klein","year":"2012","journal-title":"Appl. Geogr."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1113","DOI":"10.1111\/j.1752-1688.1995.tb03426.x","article-title":"Climate, snow cover, glaciers, and runoff in the Tien Shan, Central Asia","volume":"31","author":"Aizen","year":"1995","journal-title":"Water Resour. Bull."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1023\/A:1006394808699","article-title":"Water resources of Central Asia and adaptation measures for climate change","volume":"61","author":"Ososkova","year":"2000","journal-title":"Environ. Monit. Assess."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"963","DOI":"10.1016\/j.jaridenv.2009.04.022","article-title":"Climate and environmental change in arid Central Asia: Impacts, vulnerability, and adaptations","volume":"73","author":"Lioubimtseva","year":"2009","journal-title":"J. Arid Environ."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"202","DOI":"10.3189\/172756406781812465","article-title":"Glacier changes in the central and northern Tien Shan during the last 140 years based on surface and remote-sensing data","volume":"43","author":"Aizen","year":"2006","journal-title":"Ann. Glaciol."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1146\/annurev.earth.35.031306.140120","article-title":"The aral sea disaster","volume":"35","author":"Micklin","year":"2007","journal-title":"Ann. Rev. Earth Planet. Sci."},{"key":"ref_7","unstructured":"Strickman, R., and Porkka, M. Water and Social Changes in Central Asia: Problems Related to Cotton Production in Uzbekistan. Available online: http:\/\/water.tkk.fi\/English\/wr\/research\/global\/material\/Central_Asian_Waters-book.pdf#page=113."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1177\/0022343311425843","article-title":"Climate change and international water conflict in Central Asia","volume":"49","author":"Bernauer","year":"2012","journal-title":"J. Peace Res."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"1393","DOI":"10.1175\/1520-0442(1997)010<1393:CAHCIT>2.0.CO;2","article-title":"Climatic and hydrologic changes in the Tien Shan, Central Asia","volume":"10","author":"Aizen","year":"1997","journal-title":"J. Clim."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"881","DOI":"10.1007\/s10584-011-0253-z","article-title":"Will climate change exacerbate water stress in Central Asia?","volume":"112","author":"Siegfried","year":"2011","journal-title":"Clim. Change"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"307","DOI":"10.3390\/w2020307","article-title":"Facts and perspectives of water reservoirs in Central Asia: A special focus on Uzbekistan","volume":"2","author":"Rakhmatullaev","year":"2010","journal-title":"Water"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1007\/s11027-005-7829-8","article-title":"Water, climate, and development issues in the Amu Darya Basin","volume":"10","author":"Glantz","year":"2005","journal-title":"Mitig. Adapt. Strat. Glob. Change"},{"key":"ref_13","unstructured":"Granit, J., J\u00e4gerskog, A., L\u00f6fgren, R., Bullock, A., Gooijer, G. De, Pettigrew, S., and Lindstr\u00f6m, A. Regional Water Intelligence Report Central Asia. Available online: http:\/\/www.watergovernance.org\/documents\/WGF\/Reports\/Paper-15_RWIR_Aral_Sea.pdf."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"3879","DOI":"10.1080\/01431161.2013.767480","article-title":"Snow-cover variability in central Asia between 2000 and 2011 derived from improved MODIS daily snow-cover products","volume":"34","author":"Dietz","year":"2013","journal-title":"Int. J. Remote Sens."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"146","DOI":"10.1016\/j.rse.2013.04.015","article-title":"Deriving long term snow cover extent dataset from AVHRR and MODIS data: Central Asia case study","volume":"136","author":"Zhou","year":"2013","journal-title":"Remote Sens. Environ."},{"key":"ref_16","unstructured":"International Monetary Fund. Available online: http:\/\/www.imf.org\/external\/."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"285","DOI":"10.1080\/02757259009532109","article-title":"Snow observation by satellite: A review","volume":"4","author":"Lucas","year":"1990","journal-title":"Remote Sens. Rev."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"4094","DOI":"10.1080\/01431161.2011.640964","article-title":"Remote sensing of snow\u2014A review of available methods","volume":"13","author":"Dietz","year":"2012","journal-title":"Int. J. Remote Sens."},{"key":"ref_19","unstructured":"Solberg, R., Koren, H., and Amlien, J. A Review of Optical Snow Cover Algorithms. Available online: http:\/\/www.nr.no\/en\/nrpublication?query=\/file\/4400\/Solberg_-_A_review_of_optical_snow_algorithms.pdf."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1007","DOI":"10.1016\/j.asr.2011.12.021","article-title":"A review of global satellite-derived snow products","volume":"50","author":"Frei","year":"2012","journal-title":"Adv. Space Res."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1029\/1999RG000076","article-title":"Measuring snow and glacier ice properties from satellite","volume":"39","author":"Winther","year":"2001","journal-title":"Rev. Geophys."},{"key":"ref_22","unstructured":"WMO (2011). GCOS Systematic Observation Requirements for Satellite-Based Data Products for Climate-2011 Update, WMO GCOS."},{"key":"ref_23","unstructured":"Klein, A.G., Hall, D.K., and Nolin, A.W. (2000, January 2\u20133). Development of a prototype snow albedo algorithm for the NASA MODIS Instrument. Proceedings of 57th Eastern Snow Conference, Syracuse, NY, USA."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"322","DOI":"10.1175\/JTECH1987.1","article-title":"SPARC: New cloud, snow, and cloud shadow detection scheme for historical 1-km AVHHR data over Canada","volume":"24","author":"Khlopenkov","year":"2007","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1016\/j.rse.2012.02.018","article-title":"Validation of a modified snow cover retrieval algorithm from historical 1-km AVHRR data over the European Alps","volume":"121","author":"Jonas","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"3794","DOI":"10.1016\/j.rse.2008.05.017","article-title":"Detection of pan-Arctic terrestrial snowmelt from QuikSCAT, 2000\u20132005","volume":"112","author":"Wang","year":"2008","journal-title":"Remote Sens. Environ."},{"key":"ref_27","first-page":"361","article-title":"Remote sensing of snow cover with passive and active microwave sensors","volume":"145","author":"Rott","year":"1983","journal-title":"Hydrol. Appl. Remote Sens. Data Trans."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1007\/s10661-007-9862-4","article-title":"Snow-cover environmental monitoring and assessment in Northeast China using passive microwave emission models","volume":"140","author":"Song","year":"2008","journal-title":"Environ. Monit. Assess."},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"2701","DOI":"10.1016\/j.rse.2008.01.001","article-title":"The contribution of AMSR-E 18.7 and 10.7 GHz measurements to improved boreal forest snow water equivalent retrievals","volume":"112","author":"Derksen","year":"2008","journal-title":"Remote Sens. Environ."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"221","DOI":"10.1109\/LGRS.2006.888842","article-title":"Northern hemisphere snow-covered area mapping: Optical versus active and passive microwave data","volume":"4","author":"Tedesco","year":"2007","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_31","unstructured":"Amlien, J. Remote Sensing of Snow with Passive Microwave Radiometers\u2014A Review of Current Algorithms. Available online: http:\/\/www.nr.no\/en\/nrpublication?query=\/file\/4936\/Amlien_-_Remote_sensing_of_snow_with_passive_microwave_radi.pdf."},{"key":"ref_32","unstructured":"Luojus, K.P., Pulliainen, J.T., Takala, M., Kangwa, M., and Smolander, T. (2013). GlobSnow-2 Product User Guide, Finnish Meteorological Institute."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1016\/j.rse.2011.07.024","article-title":"The global monitoring for environment and security (GMES) sentinel-3 mission","volume":"120","author":"Donlon","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/0034-4257(89)90101-6","article-title":"Spectral signature of alpine snow cover from the Landsat Thematic Mapper","volume":"28","author":"Dozier","year":"1989","journal-title":"Remote Sens. Environ."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1016\/j.rse.2011.11.026","article-title":"Sentinel-2: ESA\u2019s optical high-resolution mission for GMES operational services","volume":"120","author":"Drusch","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_36","unstructured":"ESA ATSR Mission Description. Available online: https:\/\/earth.esa.int\/web\/guest\/missions\/esa-operational-eo-missions\/ers\/instruments\/atsr."},{"key":"ref_37","unstructured":"ESA AATSR Mission Description. Available online: https:\/\/earth.esa.int\/web\/guest\/missions\/esa-operational-eo-missions\/envisat\/instruments\/aatsr."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/0034-4257(95)00137-P","article-title":"Development of methods for mapping global snow cover using moderate resolution imaging spectroradiometer data","volume":"54","author":"Hall","year":"1995","journal-title":"Remote Sens. Environ."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/j.rse.2011.09.026","article-title":"Sentinels for science: Potential of Sentinel-1, -2, and -3 missions for scientific observations of ocean, cryosphere, and land","volume":"120","author":"Rott","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_40","doi-asserted-by":"crossref","unstructured":"Solberg, R., Wangensteen, B., Amlien, J., Koren, H., Mets\u00e4m\u00e4ki, S., Nagler, T., Luojus, K., and Pulliainen, J. (2010, January 25\u201330). A new global snow extent product based on ATSR-2 and AATSR. Proceedings of the 2010 IEEE International Geoscience and Remote Sensing Symposium, Honolulu, HI, USA.","DOI":"10.1109\/IGARSS.2010.5649330"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"2479","DOI":"10.5194\/acp-14-2479-2014","article-title":"High-resolution (375 m) cloud microstructure as seen from the NPP\/VIIRS satellite imager","volume":"14","author":"Rosenfeld","year":"2014","journal-title":"Atmos. Chem. Phys."},{"key":"ref_42","unstructured":"NOAA\u2019s Comprehensive Large Array-Data Stewardship System. Available online: http:\/\/www.class.noaa.gov."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"897","DOI":"10.1080\/01431168908903929","article-title":"An algorithm for snow and ice detection using AVHRR data: An extension to the APOLLO software package","volume":"10","author":"Gesell","year":"1989","journal-title":"Int. J. Remote Sens."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1080\/01431168808954841","article-title":"An improved method for detecting clear sky and cloudy radiances from AVHRR data","volume":"9","author":"Saunders","year":"1988","journal-title":"Int. J. Remote Sens."},{"key":"ref_45","unstructured":"NOAA\/NESDIS NOAA KLM User\u2019s Guide with NOAA-N, -P Supplement. Available online: http:\/\/www.ncdc.noaa.gov\/oa\/pod-guide\/ncdc\/docs\/klm\/index.htm."},{"key":"ref_46","unstructured":"NOAA\/NESDIS NOAA Polar Orbiter Data User\u2019s Guide. Available online: http:\/\/www.ncdc.noaa.gov\/oa\/pod-guide\/ncdc\/docs\/podug\/index.htm."},{"key":"ref_47","unstructured":"Hall, D.K., Riggs, G.A., and Salomonson, V.V. MODIS\/Terra Snow Cover Daily L3 Global 500m Grid, Version 5. Available online: https:\/\/nsidc.org\/data\/docs\/daac\/modis_v5\/mod10a1_modis_terra_snow_daily_global_500m_grid.gd.html."},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1080\/01431168408948799","article-title":"Satellite discrimination of snow\/cloud surfaces","volume":"5","author":"Crane","year":"1984","journal-title":"Int. J. Remote Sens."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"1747","DOI":"10.1109\/TGRS.2006.876029","article-title":"Development of the Aqua MODIS NDSI fractional snow cover algorithm and validation results","volume":"44","author":"Salomonson","year":"2006","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1016\/S0034-4257(03)00097-X","article-title":"Validation of daily MODIS snow cover maps of the Upper Rio Grande River Basin for the 2000\u20132001 snow year","volume":"86","author":"Klein","year":"2003","journal-title":"Remote Sens. Environ."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1016\/j.rse.2009.01.001","article-title":"Retrieval of subpixel snow covered area, grain size, and albedo from MODIS","volume":"113","author":"Painter","year":"2009","journal-title":"Remote Sens. Environ."},{"key":"ref_52","doi-asserted-by":"crossref","first-page":"1534","DOI":"10.1002\/hyp.6715","article-title":"Accuracy assessment of the MODIS snow products","volume":"21","author":"Hall","year":"2007","journal-title":"Hydrol. Process."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1002\/hyp.1193","article-title":"Evaluation of the snow-covered area data product from MODIS","volume":"17","author":"Maurer","year":"2003","journal-title":"Hydrol. Process."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"679","DOI":"10.5194\/hess-10-679-2006","article-title":"Validation of MODIS snow cover images over Austria","volume":"10","author":"Parajka","year":"2006","journal-title":"Hydrol. Earth Syst. Sci."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"133","DOI":"10.1080\/01431160903439924","article-title":"Validation of MODIS snow cover products using Landsat and ground measurements during the 2001\u20132005 snow seasons over northern Xinjiang, China","volume":"32","author":"Huang","year":"2011","journal-title":"Int. J. Remote Sens."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"1089","DOI":"10.1002\/hyp.5509","article-title":"Validation of VEGETATION, MODIS, and GOES+ SSM\/I snow-cover products over Canada based on surface snow depth observations","volume":"18","author":"Simic","year":"2004","journal-title":"Hydrol. Process."},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"1497","DOI":"10.1016\/j.rse.2007.05.016","article-title":"Evaluation of MODIS snow cover and cloud mask and its application in Northern Xinjiang, China","volume":"112","author":"Wang","year":"2008","journal-title":"Remote Sens. Environ."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"432","DOI":"10.1109\/36.905251","article-title":"Development of a technique to assess snow-cover mapping errors from space","volume":"39","author":"Hall","year":"2001","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1016\/j.rse.2012.03.003","article-title":"Satellite based observations for seasonal snow cover detection and characterisation in Australia","volume":"123","author":"Bormann","year":"2012","journal-title":"Remote Sens. Environ."},{"key":"ref_60","unstructured":"Riggs, G.A., Hall, D.K., and Salomonson, V.V. (2006). MODIS Snow Products User Guide to Collection 5, National Snow and Ice Data Center."},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1175\/1520-0426(1999)016<0656:SBAIEO>2.0.CO;2","article-title":"Scientific basis and initial evaluation of the CLAVR-1 global clear\/cloud classification algorithm for the advanced very high resolution radiometer","volume":"16","author":"Stowe","year":"1998","journal-title":"J. Atmos. Ocean. Technol."},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"335","DOI":"10.1016\/S1270-9638(98)80009-6","article-title":"Operational value-adding to AVHRR data over Europe: Methods, results, and prospects","volume":"2","author":"Dech","year":"1998","journal-title":"Aerosp. Sci. Technol."},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"2389","DOI":"10.1080\/01431160210163065","article-title":"The cloud analysis tool APOLLO: improvements and validations","volume":"24","author":"Kriebel","year":"2003","journal-title":"Int. J. Remote Sens."},{"key":"ref_64","unstructured":"TeraScan Software Package. Available online: http:\/\/www.seaspace.com\/software.php."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"1361","DOI":"10.5194\/hess-13-1361-2009","article-title":"Cloud removal methodology from MODIS snow cover product","volume":"13","author":"Gafurov","year":"2009","journal-title":"Hydrol. Earth Syst. Sci."},{"key":"ref_66","unstructured":"Jarvis, A., Reuter, H.I., Nelson, A., and Guevara, E. Hole-filled SRTM for the Globe Version 4. Available online: http:\/\/srtm.csi.cgiar.org."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1016\/j.jhydrol.2009.11.042","article-title":"A regional snow-line method for estimating snow cover from MODIS during cloud cover","volume":"381","author":"Parajka","year":"2010","journal-title":"J. Hydrol."},{"key":"ref_68","doi-asserted-by":"crossref","first-page":"2432","DOI":"10.3390\/rs4082432","article-title":"European snow cover characteristics between 2000 and 2011 derived from improved MODIS daily snow cover products","volume":"4","author":"Dietz","year":"2012","journal-title":"Remote Sens."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"192","DOI":"10.1016\/j.jhydrol.2009.03.028","article-title":"New methods for studying the spatiotemporal variation of snow cover based on combination products of MODIS Terra and Aqua","volume":"371","author":"Wang","year":"2009","journal-title":"J. Hydrol."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1016\/j.rse.2006.09.035","article-title":"Assessment of spring snow cover duration variability over Northern Canada from satellite datasets","volume":"111","author":"Brown","year":"2007","journal-title":"Remote Sens. Environ."},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"615","DOI":"10.1002\/(SICI)1097-0088(200005)20:6<615::AID-JOC489>3.0.CO;2-0","article-title":"Climate sensitivity of snow cover duration in Austria","volume":"20","author":"Hantel","year":"2000","journal-title":"Int. J. Climatol."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"1713","DOI":"10.1002\/joc.1093","article-title":"Variability and trends in the duration and depth of snow cover in Poland in the 20th century","volume":"24","author":"Falarz","year":"2004","journal-title":"Int. J. Climatol."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"2124","DOI":"10.1175\/2008JCLI2665.1","article-title":"The response of Northern Hemisphere snow cover to a changing climate","volume":"22","author":"Brown","year":"2009","journal-title":"J. Clim."},{"key":"ref_74","unstructured":"Armstrong, R. Historical Soviet Daily Snow Depth Version 2. Available online: http:\/\/nsidc.org\/data\/docs\/noaa\/g01092_hsdsd\/index.html."},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"303","DOI":"10.1038\/nature04141","article-title":"Potential impacts of a warming climate on water availability in snow-dominated regions","volume":"438","author":"Barnett","year":"2005","journal-title":"Nature"},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"962","DOI":"10.1002\/hyp.7201","article-title":"Implications of global climate change for snowmelt hydrology in the twenty-first century","volume":"23","author":"Adam","year":"2009","journal-title":"Hydrol. Process."},{"key":"ref_77","unstructured":"Severskiy, I.V. Distribution of Snow Cover in the Mountains of Central Asia. Available online: http:\/\/lib.icimod.org\/record\/24560\/files\/c_attachment_347_5309.pdf."},{"key":"ref_78","unstructured":"Severskiy, I.V., and Zichu, X. (2000). Snow Cover and Avalanches in Tien Shan Mountains, VAC Publishing House."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1023\/A:1005310214361","article-title":"Climatic change in mountain regions: A review of possible impacts","volume":"36","author":"Beniston","year":"2003","journal-title":"Clim. Change"},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"2575","DOI":"10.1007\/s00382-011-1076-3","article-title":"21st Century changes in snow climate in Northern Europe: A high-resolution view from ENSEMBLES regional climate models","volume":"38","author":"Eklund","year":"2012","journal-title":"Clim. Dynam."},{"key":"ref_81","unstructured":"Diebold, A., and Sehring, J. (2012). From the Glaciers to the Aral Sea-Water Unites, Trescher Verlag. [1st ed.]."},{"key":"ref_82","first-page":"161","article-title":"Impact of Rogun dam on downstream Uzbekistan agriculture","volume":"3","author":"Jalilov","year":"2011","journal-title":"Int. J. Water Resour. Environ. Eng."},{"key":"ref_83","unstructured":"Lillis, J. Uzbekistan Leader Warns of Water Wars in Central Asia. Available online: http:\/\/www.eurasianet.org\/node\/65877."}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/6\/12\/12752\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T21:11:20Z","timestamp":1760217080000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/6\/12\/12752"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12,19]]},"references-count":83,"journal-issue":{"issue":"12","published-online":{"date-parts":[[2014,12]]}},"alternative-id":["rs61212752"],"URL":"https:\/\/doi.org\/10.3390\/rs61212752","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12,19]]}}}