{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T23:00:19Z","timestamp":1773702019010,"version":"3.50.1"},"reference-count":179,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2023,3,3]],"date-time":"2023-03-03T00:00:00Z","timestamp":1677801600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42074094"],"award-info":[{"award-number":["42074094"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Remote Sensing"],"abstract":"<jats:p>In recent decades, climate change has led to global warming, glacier melting, glacial lake outbursts, sea level rising, and more extreme weather, and has seriously affected human life. Remote sensing technology has advanced quickly, and it offers effective observation techniques for studying and monitoring glaciers. In order to clarify the stage of research development, research hotspots, research frontiers, and limitations and challenges in glacier mass balance based on remote sensing technology, we used the tools of bibliometrics and data visualization to analyze 4817 works of literature related to glacier mass balance based on remote sensing technology from 1990 to 2021 in the Web of Science database. The results showed that (1) China and the United States are the major countries in the study of glacier mass balance based on remote sensing technology. (2) The Chinese Academy of Sciences is the most productive research institution. (3) Current research hotspots focus on \u201cClimate change\u201d, \u201cInventory\u201d, \u201cDynamics\u201d, \u201cModel\u201d, \u201cRetreat\u201d, \u201cGlacier mass balance\u201d, \u201cSea level\u201d, \u201cRadar\u201d, \u201cVolume change\u201d, \u201cSurface velocity\u201d, \u201cGlacier mapping\u201d, \u201cHazard\u201d, and other keywords. (4) The current research frontiers include water storage change, artificial intelligence, High Mountain Asia (HMA), photogrammetry, debris cover, geodetic method, area change, glacier volume, classification, satellite gravimetry, grounding line retreat, risk assessment, lake outburst flood, glacier elevation change, digital elevation model, geodetic mass balance, (DEM) generation, etc. According to the results of the visual analysis of the literature, we introduced the three commonly used methods of glacier mass balance based on remote sensing observation and summarized the research status and shortcomings of different methods in glacier mass balance. We considered that the future research trend is to improve the spatial and temporal resolution of data and combine a variety of methods and data to achieve high precision and long-term monitoring of glacier mass changes and improve the consistency of results. This research summarizes the study of glacier mass balance using remote sensing, which will provide valuable information for future research across this field.<\/jats:p>","DOI":"10.3390\/rs15051425","type":"journal-article","created":{"date-parts":[[2023,3,3]],"date-time":"2023-03-03T02:03:08Z","timestamp":1677808988000},"page":"1425","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":16,"title":["A Bibliometric and Visualized Analysis of Remote Sensing Methods for Glacier Mass Balance Research"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-0536-5054","authenticated-orcid":false,"given":"Aijie","family":"Yu","sequence":"first","affiliation":[{"name":"Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430077, China"},{"name":"College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2045-7115","authenticated-orcid":false,"given":"Hongling","family":"Shi","sequence":"additional","affiliation":[{"name":"Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430077, China"},{"name":"College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifan","family":"Wang","sequence":"additional","affiliation":[{"name":"Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430077, China"},{"name":"College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin","family":"Yang","sequence":"additional","affiliation":[{"name":"Henan Institute of Geographic Information, Zhengzhou 450003, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunchun","family":"Gao","sequence":"additional","affiliation":[{"name":"College of Geodesy and Geomatics, Shandong University of Science and Technology, Qingdao 266590, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Lu","sequence":"additional","affiliation":[{"name":"Innovation Academy for Precision Measurement Science and Technology, Chinese Academy of Sciences, Wuhan 430077, China"},{"name":"College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2023,3,3]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"732","DOI":"10.1007\/s13351-014-4029-z","article-title":"Progress in studies of cryospheric changes and their impacts on climate of China","volume":"28","author":"Qin","year":"2014","journal-title":"J. Meteorol. Res."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1038\/nclimate1592","article-title":"Climate change impacts on glaciers and runoff in Tien Shan (Central Asia)","volume":"2","author":"Sorg","year":"2012","journal-title":"Nat. Clim. Chang."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1038\/nature23878","article-title":"Impact of a global temperature rise of 1.5 degrees Celsius on Asia's glaciers","volume":"549","author":"Kraaijenbrink","year":"2017","journal-title":"Nature"},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1007\/1-4020-3508-X_23","article-title":"Glacier and Permafrost Hazards in High Mountains","volume":"23","author":"Reynolds","year":"2005","journal-title":"Adv. Global Chang. Res."},{"key":"ref_5","doi-asserted-by":"crossref","first-page":"101","DOI":"10.3189\/172756409787769591","article-title":"Six decades of glacier mass-balance observations: A review of the worldwide monitoring network","volume":"50","author":"Zemp","year":"2009","journal-title":"Ann. Glaciol."},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"663","DOI":"10.1038\/nclimate1580","article-title":"Different glacier status with atmospheric circulations in Tibetan Plateau and surroundings","volume":"2","author":"Yao","year":"2012","journal-title":"Nat. Clim. Chang."},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Mukherjee, K., Menounos, B., Shea, J., Mortezapour, M., Ednie, M., and Demuth, M.N. (2022). Evaluation of surface mass-balance records using geodetic data and physically-based modelling, Place and Peyto glaciers, western Canada. JGlac, 1\u201318.","DOI":"10.1017\/jog.2022.83"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"814027","DOI":"10.3389\/feart.2022.814027","article-title":"Energy and glacier mass balance of F\u00fcrkeleferner, Italy: Past, present, and future","volume":"10","author":"Krampe","year":"2022","journal-title":"Front. Earth Sci."},{"key":"ref_9","doi-asserted-by":"crossref","unstructured":"Peng, J., Xu, L., Li, Z., Chen, P., Luo, Y., and Cao, C. (2022). Study on Change of the Glacier Mass Balance and Its Response to Extreme Climate of Urumqi Glacier No. 1 in Tianshan Mountains in Recent 41 Years. Water, 14.","DOI":"10.3390\/w14192982"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"761","DOI":"10.1007\/s10661-022-10458-1","article-title":"Mass balance estimation of Mulkila glacier, Western Himalayas, using glacier melt model","volume":"194","author":"Guruprasad","year":"2022","journal-title":"Environ. Monit. Assess."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1007\/s40333-021-0094-1","article-title":"Glacier mass balance in High Mountain Asia inferred from a GRACE release-6 gravity solution for the period 2002\u20132016","volume":"13","author":"Xiang","year":"2021","journal-title":"J. Arid. Land"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"96","DOI":"10.3389\/feart.2019.00096","article-title":"Global glacier mass loss during the GRACE satellite mission (2002\u20132016)","volume":"7","author":"Wouters","year":"2019","journal-title":"Front. Earth Sci."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"2504","DOI":"10.1002\/2013JB010860","article-title":"Evaluation of glacier changes in high-mountain Asia based on 10 year GRACE RL05 models","volume":"119","author":"Yi","year":"2014","journal-title":"J. Geophys. Res. Solid Earth"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.epsl.2009.11.053","article-title":"Time-variable ice loss in Asian high mountains from satellite gravimetry","volume":"290","author":"Matsuo","year":"2010","journal-title":"Earth Planet. Sci. Lett."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"e2020GL087291","DOI":"10.1029\/2020GL087291","article-title":"Continuity of ice sheet mass loss in Greenland and Antarctica from the GRACE and GRACE Follow-On missions","volume":"47","author":"Velicogna","year":"2020","journal-title":"Geophys. Res. Lett."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"e2019GL086926","DOI":"10.1029\/2020GL087291","article-title":"Continuity of the mass loss of the world's glaciers and ice caps from the GRACE and GRACE Follow-On missions","volume":"47","author":"Velicogna","year":"2020","journal-title":"Geophys. Res. Lett."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"726","DOI":"10.1038\/s41586-021-03436-z","article-title":"Accelerated global glacier mass loss in the early twenty-first century","volume":"592","author":"Hugonnet","year":"2021","journal-title":"Nature"},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Yan, L., Wang, J., and Shao, D. (2022). Glacier Mass Balance in the Manas River Using Ascending and Descending Pass of Sentinel 1A\/1B Data and SRTM DEM. Remote Sens., 14.","DOI":"10.3390\/rs14061506"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"668","DOI":"10.1038\/ngeo2999","article-title":"A spatially resolved estimate of High Mountain Asia glacier mass balances from 2000 to 2016","volume":"10","author":"Brun","year":"2017","journal-title":"Nat. Geosci."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"014009","DOI":"10.1088\/1748-9326\/9\/1\/014009","article-title":"Glacier mass changes on the Tibetan Plateau 2003\u20132009 derived from ICESat laser altimetry measurements","volume":"9","author":"Neckel","year":"2014","journal-title":"Environ. Res. Lett."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"789","DOI":"10.5194\/tc-17-789-2023","article-title":"Evaluating Greenland Surface Mass Balance and Firn Density Models with ICESat-2 altimetry differences","volume":"17","author":"Smith","year":"2023","journal-title":"Cryosphere"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1845","DOI":"10.5194\/tc-15-1845-2021","article-title":"Spatially and temporally resolved ice loss in High Mountain Asia and the Gulf of Alaska observed by CryoSat-2 swath altimetry between 2010 and 2019","volume":"15","author":"Jakob","year":"2021","journal-title":"Cryosphere"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"7328","DOI":"10.1002\/2017GL073087","article-title":"Mass balance reassessment of glaciers draining into the Abbot and Getz Ice Shelves of West Antarctica","volume":"44","author":"Chuter","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"1263","DOI":"10.5194\/tc-7-1263-2013","article-title":"Region-wide glacier mass balances over the Pamir-Karakoram-Himalaya during 1999\u20132011","volume":"7","author":"Gardelle","year":"2013","journal-title":"Cryosphere"},{"key":"ref_25","doi-asserted-by":"crossref","unstructured":"Falaschi, D., Berthier, E., Belart, J.M., Bravo, C., Castro, M., Durand, M., and Villalba, R. (2022). Increased mass loss of glaciers in Volc\u00e1n Domuyo (Argentinian Andes) between 1962 and 2020, revealed by aerial photos and satellite stereo imagery. JGlac, 1\u201317.","DOI":"10.1017\/jog.2022.43"},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Bollen, K.E., Enderlin, E.M., and Muhlheim, R. (2022). Dynamic mass loss from Greenland's marine-terminating peripheral glaciers (1985\u20132018). JGlac, 1\u201311.","DOI":"10.1017\/jog.2022.52"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10661-022-10261-y","article-title":"Glacier mass balance estimation in Garhwal Himalaya using improved accumulation area ratio method","volume":"194","author":"Raman","year":"2022","journal-title":"Environ. Monit. Assess."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"106","DOI":"10.1038\/s43017-021-00246-9","article-title":"Subglacial lakes and their changing role in a warming climate","volume":"3","author":"Livingstone","year":"2022","journal-title":"Nat. Rev. Earth Environ."},{"key":"ref_29","first-page":"e2021RG000754","article-title":"Ice-Dynamical Glacier Evolution Modeling\u2014A Review","volume":"60","author":"Zekollari","year":"2022","journal-title":"RvGeo"},{"key":"ref_30","first-page":"55","article-title":"Bibliometric analysis as a tool in journal evaluation","volume":"20","author":"Rashid","year":"1991","journal-title":"Ser Libr"},{"key":"ref_31","unstructured":"Quade, E.S. (1970). On the Limitations of Quantitative Analysis, Rand Corp."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1201\/1078\/43189.16.4.19990901\/31199.3","article-title":"Knowledge mapping: Getting started with knowledge management","volume":"16","author":"Vail","year":"1999","journal-title":"Inf. Syst. Manag."},{"key":"ref_33","first-page":"18","article-title":"Quantitative analysis of drainage basin characteristics","volume":"26","author":"Rastogi","year":"2022","journal-title":"J. Soil Water Conserv."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.3982\/ECTA16598","article-title":"Misallocation, selection, and productivity: A quantitative analysis with panel data from china","volume":"90","author":"Adamopoulos","year":"2022","journal-title":"Econometrica"},{"key":"ref_35","first-page":"107174","article-title":"Derivation of ambiguity in wavefront aberration and quantitative analysis in ao system","volume":"158","author":"Yang","year":"2022","journal-title":"OptLE"},{"key":"ref_36","first-page":"1","article-title":"Web of Science use in published research and review papers 1997\u20132017: A selective, dynamic, cross-domain, content-based analysis","volume":"115","author":"Li","year":"2018","journal-title":"Scim"},{"key":"ref_37","first-page":"1","article-title":"Science mapping: A systematic review of the literature","volume":"2","author":"Chen","year":"2017","journal-title":"J. Data Inf. Sci."},{"key":"ref_38","first-page":"291","article-title":"The literature of bibliometrics, scientometrics, and informetrics","volume":"52","author":"Hood","year":"2001","journal-title":"Scim"},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/2945.981847","article-title":"Information visualization and visual data mining","volume":"8","author":"Keim","year":"2002","journal-title":"IEEE Trans. Visual. Comput. Graphics"},{"key":"ref_40","first-page":"373","article-title":"Toward a definition of \u201cbibliometrics\u201d","volume":"12","author":"Broadus","year":"1987","journal-title":"Scim"},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1517\/14712598.2012.674507","article-title":"Emerging trends in regenerative medicine: A scientometric analysis in CiteSpace","volume":"12","author":"Chen","year":"2012","journal-title":"Expert. Opin. Biol. Ther."},{"key":"ref_42","first-page":"485","article-title":"Michael Thelwall wins the 2015 Derek John de Solla Price Medal","volume":"108","author":"Kousha","year":"2016","journal-title":"Scientometr. Int. J. All Quant. Asp. Sci. Sci. Policy"},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1016\/j.rse.2011.11.024","article-title":"Evaluation of existing image matching methods for deriving glacier surface displacements globally from optical satellite imagery","volume":"118","author":"Heid","year":"2012","journal-title":"Rem. Sens. Environ."},{"key":"ref_44","first-page":"611","article-title":"Study of international anticancer research trends via co-word and document co-citation visualization analysis","volume":"105","author":"Xie","year":"2015","journal-title":"Scim"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"359","DOI":"10.1002\/asi.20317","article-title":"CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature","volume":"57","author":"Chen","year":"2006","journal-title":"JASIS"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"2633","DOI":"10.5194\/tc-13-2633-2019","article-title":"Ice shelf basal melt rates from a high-resolution digital elevation model (DEM) record for Pine Island Glacier, Antarctica","volume":"13","author":"Shean","year":"2019","journal-title":"Cryosphere"},{"key":"ref_47","first-page":"494","article-title":"Karakoram geodetic glacier mass balances between 2008 and 2016: Persistence of the anomaly and influence of a large rock avalanche on Siachen Glacier","volume":"65","author":"Berthier","year":"2019","journal-title":"JGlac"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"1546","DOI":"10.1002\/grl.50278","article-title":"Contribution of Icelandic ice caps to sea level rise: Trends and variability since the Little Ice Age","volume":"40","author":"Gudmundsson","year":"2013","journal-title":"Geophys. Res. Lett."},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"852","DOI":"10.1126\/science.1234532","article-title":"A reconciled estimate of glacier contributions to sea level rise: 2003 to 2009","volume":"340","author":"Gardner","year":"2013","journal-title":"Science"},{"key":"ref_50","first-page":"429","article-title":"DEM generation over ice fields in the Canadian Arctic with along-track SPOT5 HRS stereo data","volume":"37","author":"Toutin","year":"2011","journal-title":"CaJRS"},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"2443","DOI":"10.1016\/j.rse.2007.11.004","article-title":"SPOT5-HRS digital elevation models and the monitoring of glacier elevation changes in North-West Canada and South-East Alaska","volume":"112","author":"Berthier","year":"2008","journal-title":"Rem. Sens. Environ."},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"B\u0142aszczyk, M., Ignatiuk, D., Grabiec, M., Kolondra, L., Laska, M., Decaux, L., Jania, J., Berthier, E., Luks, B., and Barzycka, B. (2019). Quality assessment and glaciological applications of digital elevation models derived from space-borne and aerial images over two tidewater glaciers of southern Spitsbergen. Remote Sens., 11.","DOI":"10.3390\/rs11091121"},{"key":"ref_53","first-page":"283","article-title":"21st-century increase in glacier mass loss in the Wrangell Mountains, Alaska, USA, from airborne laser altimetry and satellite stereo imagery","volume":"60","author":"Das","year":"2014","journal-title":"JGlac"},{"key":"ref_54","first-page":"912","article-title":"Monitoring of seasonal glacier mass balance over the European Alps using low-resolution optical satellite images","volume":"62","author":"Drolon","year":"2016","journal-title":"JGlac"},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"108779","DOI":"10.1016\/j.ecolmodel.2019.108779","article-title":"Research progress on ecological models in the field of water eutrophication: CiteSpace analysis based on data from the ISI web of science database","volume":"410","author":"Hu","year":"2019","journal-title":"Ecol. Modell."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1002\/asi.4630240406","article-title":"Co-citation in the scientific literature: A new measure of the relationship between two documents","volume":"24","author":"Small","year":"1973","journal-title":"J. Am. Soc. Inf. Sci."},{"key":"ref_57","doi-asserted-by":"crossref","unstructured":"Chen, C. (2018, January 11\u201315). Visualizing and exploring scientific literature with Citespace: An introduction. Proceedings of the 2018 Conference on Human Information Interaction & Retrieval, New Brunswick, NJ, USA.","DOI":"10.1145\/3176349.3176897"},{"key":"ref_58","doi-asserted-by":"crossref","unstructured":"Ren, S., Menenti, M., Jia, L., Zhang, J., and Zhang, J. (August, January 28). Glacier Mass Balance in the Kangri Karpo Mountains by ZY-3 Stereo Images and SRTM DEMs Between 2000 and 2017. Proceedings of the IGARSS 2019\u20142019 IEEE International Geoscience and Remote Sensing Symposium, Yokohama, Japan.","DOI":"10.1109\/IGARSS.2019.8899833"},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"1643","DOI":"10.4103\/1673-5374.255995","article-title":"Knowledge domain and emerging trends in Alzheimer\u2019s disease: A scientometric review based on CiteSpace analysis","volume":"14","author":"Liu","year":"2019","journal-title":"Neural Regen Res."},{"key":"ref_60","first-page":"537","article-title":"The Randolph Glacier Inventory: A globally complete inventory of glaciers","volume":"60","author":"Pfeffer","year":"2014","journal-title":"JGlac"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"310","DOI":"10.1126\/science.1215828","article-title":"The state and fate of Himalayan glaciers","volume":"336","author":"Bolch","year":"2012","journal-title":"Science"},{"key":"ref_62","doi-asserted-by":"crossref","first-page":"495","DOI":"10.1038\/nature11324","article-title":"Contrasting patterns of early twenty-first-century glacier mass change in the Himalayas","volume":"488","author":"Berthier","year":"2012","journal-title":"Nature"},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"514","DOI":"10.1038\/nature10847","article-title":"Recent contributions of glaciers and ice caps to sea level rise","volume":"482","author":"Jacob","year":"2012","journal-title":"Nature"},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"1183","DOI":"10.1126\/science.1228102","article-title":"A reconciled estimate of ice-sheet mass balance","volume":"338","author":"Shepherd","year":"2012","journal-title":"Science"},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"171","DOI":"10.3189\/2013AoG63A296","article-title":"On the accuracy of glacier outlines derived from remote-sensing data","volume":"54","author":"Paul","year":"2013","journal-title":"Ann. Glaciol."},{"key":"ref_66","doi-asserted-by":"crossref","first-page":"557","DOI":"10.5194\/tc-9-557-2015","article-title":"Brief Communication: Contending estimates of 2003\u20132008 glacier mass balance over the Pamir\u2013Karakoram\u2013Himalaya","volume":"9","author":"Treichler","year":"2015","journal-title":"Cryosphere"},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1038\/s41558-017-0049-x","article-title":"Global-scale hydrological response to future glacier mass loss","volume":"8","author":"Huss","year":"2018","journal-title":"Nat. Clim. Chang."},{"key":"ref_68","unstructured":"Cuffey, K.M., and Paterson, W. (2010). The Physics of Glaciers, Butterworth-Heinemann. [4th ed.]."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"1064","DOI":"10.1126\/science.1143906","article-title":"Glaciers dominate eustatic sea-level rise in the 21st century","volume":"317","author":"Meier","year":"2007","journal-title":"Science"},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1038\/nature08471","article-title":"Extensive dynamic thinning on the margins of the Greenland and Antarctic ice sheets","volume":"461","author":"Pritchard","year":"2009","journal-title":"Nature"},{"key":"ref_71","doi-asserted-by":"crossref","first-page":"986","DOI":"10.1126\/science.1121381","article-title":"Changes in the velocity structure of the Greenland Ice Sheet","volume":"311","author":"Rignot","year":"2006","journal-title":"Science"},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1038\/ngeo1068","article-title":"Spatially variable response of Himalayan glaciers to climate change affected by debris cover","volume":"4","author":"Scherler","year":"2011","journal-title":"Nat. Geosci."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"271","DOI":"10.5194\/tc-5-271-2011","article-title":"Co-registration and bias corrections of satellite elevation data sets for quantifying glacier thickness change","volume":"5","author":"Nuth","year":"2011","journal-title":"Cryosphere"},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"L05503","DOI":"10.1029\/2011GL046583","article-title":"Acceleration of the contribution of the Greenland and Antarctic ice sheets to sea level rise","volume":"38","author":"Rignot","year":"2011","journal-title":"Geophys. Res. Lett"},{"key":"ref_75","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.rse.2009.08.015","article-title":"Landsat-based inventory of glaciers in western Canada, 1985\u20132005","volume":"114","author":"Bolch","year":"2010","journal-title":"Remote Sens. Environ."},{"key":"ref_76","first-page":"357","article-title":"The second Chinese glacier inventory: Data, methods and results","volume":"61","author":"Guo","year":"2015","journal-title":"JGlac"},{"key":"ref_77","doi-asserted-by":"crossref","first-page":"877","DOI":"10.5194\/tc-7-877-2013","article-title":"Density assumptions for converting geodetic glacier volume change to mass change","volume":"7","author":"Huss","year":"2013","journal-title":"Cryosphere"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"1382","DOI":"10.1126\/science.1183188","article-title":"Climate change will affect the Asian water towers","volume":"328","author":"Immerzeel","year":"2010","journal-title":"Science"},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"101","DOI":"10.1016\/j.isprsjprs.2016.03.012","article-title":"An automated, open-source pipeline for mass production of digital elevation models (DEMs) from very-high-resolution commercial stereo satellite imagery","volume":"116","author":"Shean","year":"2016","journal-title":"ISPRS J. Photogramm. Remote Sens."},{"key":"ref_80","first-page":"745","article-title":"Historically unprecedented global glacier decline in the early 21st century","volume":"61","author":"Zemp","year":"2015","journal-title":"JGlac"},{"key":"ref_81","doi-asserted-by":"crossref","unstructured":"Wang, L., Zhang, G., Wang, Z., Liu, J., Shang, J., and Liang, L. (2019). Bibliometric analysis of remote sensing research trend in crop growth monitoring: A case study in China. Remote Sens., 11.","DOI":"10.3390\/rs11070809"},{"key":"ref_82","doi-asserted-by":"crossref","unstructured":"Hao, H., Hao, Y., Liu, Y., Yeh, T.-C.J., Zhang, M., Wang, Q., and Fan, Y. (2022). Anomaly of glacier mass balance in different vertical zones and responses to climate modes: Urumqi Glacier No. 1, China. ClDy, 1\u201317.","DOI":"10.1007\/s00382-022-06318-w"},{"key":"ref_83","first-page":"850","article-title":"Reanalysis of the US Geological Survey Benchmark Glaciers: Long-term insight into climate forcing of glacier mass balance","volume":"65","author":"McNeil","year":"2019","journal-title":"JGlac"},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"10814","DOI":"10.1029\/2019JD030615","article-title":"Mass balance variation and associative climate drivers for the Dongkemadi Glacier in the central Tibetan Plateau","volume":"124","author":"Liang","year":"2019","journal-title":"J. Geophys. Res."},{"key":"ref_85","doi-asserted-by":"crossref","unstructured":"Floricioiu, D., Jaber, W.A., Minet, C., Rossi, C., and Eineder, M. (2015, January 26\u201331). Tandem-X for mass balance of glaciers and subglacial volcanic activities. Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy.","DOI":"10.1109\/IGARSS.2015.7326422"},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"99","DOI":"10.3389\/feart.2020.00099","article-title":"A review of the current state and recent changes of the Andean cryosphere","volume":"8","author":"Masiokas","year":"2020","journal-title":"Front. Earth Sci."},{"key":"ref_87","doi-asserted-by":"crossref","unstructured":"Zhang, X., Zhang, S., and Xu, J. (2016, January 26\u201329). Glacier stagnant in central Karakorum during 2003 to 2008 derived from DEOS Mass Transport Model GRACE data and one monthly degree-day model. Proceedings of the Remote Sensing for Agriculture, Ecosystems, and Hydrology XVIII, Edinburgh, UK.","DOI":"10.1117\/12.2235582"},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"222","DOI":"10.1080\/04353676.2017.1313095","article-title":"Volume change of tropical Peruvian glaciers from multi-temporal digital elevation models and volume\u2013surface area scaling","volume":"99","author":"Huh","year":"2017","journal-title":"Geogr. Ann. Ser. A Phys. Geogr."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s12524-011-0134-y","article-title":"Area change and thickness variation over Pensilungpa Glacier (J&K) using remote sensing","volume":"40","author":"Pandey","year":"2012","journal-title":"J. Indian Soc. Remote Sens."},{"key":"ref_90","doi-asserted-by":"crossref","first-page":"2991","DOI":"10.1109\/TGRS.2006.875357","article-title":"Estimating volume change of mountain glaciers using SRTM and map-based topographic data","volume":"44","author":"Surazakov","year":"2006","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_91","first-page":"S878","article-title":"Current Situation and Development Trend of Ideological and Cultural Psychology Research in the Context of the COVID-19 Epidemic-Knowledge Graph Analysis Based on Citespace","volume":"34","author":"Liu","year":"2022","journal-title":"Psychiatr. Danub."},{"key":"ref_92","doi-asserted-by":"crossref","first-page":"7010","DOI":"10.1029\/2018GL078173","article-title":"Mass loss of Totten and Moscow University Glaciers, East Antarctica, using regionally optimized GRACE mascons","volume":"45","author":"Mohajerani","year":"2018","journal-title":"Geophys. Res. Lett."},{"key":"ref_93","first-page":"309","article-title":"Geodetic glacier mass balance (1975\u20131999) in the central Pamir using the SRTM DEM and KH-9 imagery","volume":"65","author":"Zhou","year":"2019","journal-title":"JGlac"},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"875","DOI":"10.1002\/grl.50270","article-title":"Mass loss of Greenland's glaciers and ice caps 2003\u20132008 revealed from ICESat laser altimetry data","volume":"40","author":"Bolch","year":"2013","journal-title":"Geophys. Res. Lett."},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"2756","DOI":"10.1016\/j.rse.2010.06.008","article-title":"Recent elevation changes of Svalbard glaciers derived from ICESat laser altimetry","volume":"114","author":"Moholdt","year":"2010","journal-title":"Rem. Sens. Environ."},{"key":"ref_96","first-page":"170","article-title":"Re-estimation of glacier mass loss in Greenland from GRACE with correction of land\u2013ocean leakage effects","volume":"135","author":"Jin","year":"2015","journal-title":"GPC"},{"key":"ref_97","doi-asserted-by":"crossref","unstructured":"Zou, F., Tenzer, R., Fok, H.S., and Nichol, J.E. (2020). Mass balance of the Greenland ice sheet from GRACE and surface mass balance modelling. Water, 12.","DOI":"10.3390\/w12071847"},{"key":"ref_98","doi-asserted-by":"crossref","unstructured":"Richter, A., Groh, A., Horwath, M., Ivins, E., Marderwald, E., Hormaechea, J.L., Perdomo, R., and Dietrich, R. (2019). The rapid and steady mass loss of the patagonian icefields throughout the GRACE era: 2002\u20132017. Remote Sens., 11.","DOI":"10.3390\/rs11080909"},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"1754","DOI":"10.1126\/science.1123785","article-title":"Measurements of time-variable gravity show mass loss in Antarctica","volume":"311","author":"Velicogna","year":"2006","journal-title":"Science"},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1016\/j.epsl.2006.05.039","article-title":"Alaskan mountain glacial melting observed by satellite gravimetry","volume":"248","author":"Chen","year":"2006","journal-title":"Earth Planet. Sci. Lett."},{"key":"ref_101","first-page":"767","article-title":"Recent glacier mass changes in the Gulf of Alaska region from GRACE mascon solutions","volume":"54","author":"Luthcke","year":"2008","journal-title":"JGlac"},{"key":"ref_102","doi-asserted-by":"crossref","unstructured":"Moiwo, J.P., Yang, Y., Tao, F., Lu, W., and Han, S. (2011). Water storage change in the Himalayas from the Gravity Recovery and Climate Experiment (GRACE) and an empirical climate model. WRR, 47.","DOI":"10.1029\/2010WR010157"},{"key":"ref_103","first-page":"031101","article-title":"In-orbit performance of the GRACE follow-on laser ranging interferometer","volume":"123","author":"Abich","year":"2019","journal-title":"PhRvL"},{"key":"ref_104","first-page":"305","article-title":"Applications and challenges of GRACE and GRACE follow-on satellite gravimetry","volume":"43","author":"Chen","year":"2022","journal-title":"SGeo"},{"key":"ref_105","first-page":"4007","article-title":"Combination of GRACE and ICESat data sets to estimate Antarctica Glacial Isostatic Adjustment (GIA)","volume":"59","author":"Gao","year":"2016","journal-title":"ChJG"},{"key":"ref_106","first-page":"1958","article-title":"A review of research in glacial isostatic adjustment","volume":"24","author":"Wang","year":"2009","journal-title":"Prog. Geophys."},{"key":"ref_107","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1146\/annurev.earth.32.082503.144359","article-title":"Global glacial isostasy and the surface of the ice-age Earth: The ICE-5G (VM2) model and GRACE","volume":"32","author":"Peltier","year":"2004","journal-title":"Annu. Rev. Earth Planet. Sci."},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"541","DOI":"10.1017\/S0954102005002968","article-title":"Antarctic glacial isostatic adjustment: A new assessment","volume":"17","author":"Ivins","year":"2005","journal-title":"Antarct. Sci."},{"key":"ref_109","doi-asserted-by":"crossref","first-page":"10427","DOI":"10.1002\/2017GL075300","article-title":"Large-scale seasonal changes in glacier thickness across High Mountain Asia","volume":"44","author":"Wang","year":"2017","journal-title":"Geophys. Res. Lett."},{"key":"ref_110","doi-asserted-by":"crossref","first-page":"2977","DOI":"10.5194\/tc-13-2977-2019","article-title":"Recent glacier and lake changes in High Mountain Asia and their relation to precipitation changes","volume":"13","author":"Treichler","year":"2019","journal-title":"Cryosphere"},{"key":"ref_111","doi-asserted-by":"crossref","first-page":"456","DOI":"10.1126\/science.282.5388.456","article-title":"Antarctic elevation change from 1992 to 1996","volume":"282","author":"Wingham","year":"1998","journal-title":"Science"},{"key":"ref_112","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1016\/j.rse.2013.01.007","article-title":"Elevation changes of Bering Glacier System, Alaska, from 1992 to 2010, observed by satellite radar altimetry","volume":"132","author":"Lee","year":"2013","journal-title":"Rem. Sens. Environ."},{"key":"ref_113","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1109\/TGRS.2006.887172","article-title":"Precision and accuracy of satellite radar and laser altimeter data over the continental ice sheets","volume":"45","author":"Brenner","year":"2007","journal-title":"IEEE Trans. Geosci. Remote Sens."},{"key":"ref_114","first-page":"841","article-title":"CryoSat: A mission to determine the fluctuations in Earth\u2019s land and marine ice fields","volume":"37","author":"Wingham","year":"2006","journal-title":"AdSpR"},{"key":"ref_115","doi-asserted-by":"crossref","first-page":"3899","DOI":"10.1002\/2014GL060111","article-title":"Increased ice losses from Antarctica detected by CryoSat-2","volume":"41","author":"McMillan","year":"2014","journal-title":"Geophys. Res. Lett."},{"key":"ref_116","doi-asserted-by":"crossref","first-page":"e2019JF005357","DOI":"10.1029\/2019JF005357","article-title":"Spread of Svalbard glacier mass loss to Barents Sea margins revealed by CryoSat-2","volume":"125","author":"Morris","year":"2020","journal-title":"J. Geophys. Res. Earth Surf."},{"key":"ref_117","doi-asserted-by":"crossref","first-page":"034514","DOI":"10.1117\/1.JRS.16.034514","article-title":"Extraction and analysis of elevation changes in Antarctic ice sheet from CryoSat-2 and Sentinel-3 radar altimeters","volume":"16","author":"Li","year":"2022","journal-title":"J. Appl. Remote Sens."},{"key":"ref_118","doi-asserted-by":"crossref","first-page":"e2020WR027464","DOI":"10.1029\/2020WR027464","article-title":"Generating proxy SWOT water surface elevations using WRF-Hydro and the CNES SWOT Hydrology Simulator","volume":"56","author":"Elmer","year":"2020","journal-title":"WRR"},{"key":"ref_119","unstructured":"Biancamaria, S., Lettenmaier, D.P., and Pavelsky, T.M. (2016). Remote Sensing and Water Resources, Springer."},{"key":"ref_120","doi-asserted-by":"crossref","first-page":"4399","DOI":"10.5194\/tc-15-4399-2021","article-title":"Penetration of interferometric radar signals in Antarctic snow","volume":"15","author":"Rott","year":"2021","journal-title":"Cryosphere"},{"key":"ref_121","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1002\/2016JF003926","article-title":"Glacial density and GIA in Alaska estimated from ICESat, GPS and GRACE measurements","volume":"122","author":"Jin","year":"2017","journal-title":"J. Geophys. Res. Earth Surf."},{"key":"ref_122","first-page":"1019","article-title":"Mass gains of the Antarctic ice sheet exceed losses","volume":"61","author":"Zwally","year":"2015","journal-title":"JGlac"},{"key":"ref_123","doi-asserted-by":"crossref","unstructured":"Zou, F., and Jin, S. (2016, January 10\u201315). Estimations of glacier melting in Greenland from combined satellite gravimetry and icesat. Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, China.","DOI":"10.1109\/IGARSS.2016.7730616"},{"key":"ref_124","first-page":"2417","article-title":"Elevation and volume change determination of Greenland Ice Sheet based on icesat observations","volume":"62","author":"Chen","year":"2019","journal-title":"ChJG"},{"key":"ref_125","doi-asserted-by":"crossref","unstructured":"Fan, Y., Ke, C.-Q., Zhou, X., Shen, X., Yu, X., and Lhakpa, D. (2022). Glacier mass-balance estimates over High Mountain Asia from 2000 to 2021 based on ICESat-2 and NASADEM. JGlac, 1\u201313.","DOI":"10.1017\/jog.2022.78"},{"key":"ref_126","doi-asserted-by":"crossref","unstructured":"Sochor, L., Seehaus, T., and Braun, M.H. (2021). Increased ice thinning over svalbard measured by icesat\/icesat-2 laser altimetry. Remote Sens., 13.","DOI":"10.3390\/rs13112089"},{"key":"ref_127","doi-asserted-by":"crossref","unstructured":"Wang, J., Yang, Y., Wang, C., and Li, L. (2022). Accelerated Glacier Mass Loss over Svalbard Derived from ICESat-2 in 2019\u20132021. Atmos, 13.","DOI":"10.3390\/atmos13081255"},{"key":"ref_128","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1002\/ppp.665","article-title":"Two decades of responses (1986\u20132006) to climate by the Laurichard rock glacier, French Alps","volume":"20","author":"Bodin","year":"2009","journal-title":"Permafr. Periglac. Process."},{"key":"ref_129","first-page":"505","article-title":"A comparison of three methods of mass-balance determination in the Tuyuksu glacier region, Tien Shan, Central Asia","volume":"50","author":"Hagg","year":"2004","journal-title":"JGlac"},{"key":"ref_130","doi-asserted-by":"crossref","first-page":"60","DOI":"10.3189\/S0260305500011940","article-title":"Changes in areal extent, elevation and volume of Athabasca Glacier, Alberta, Canada, as estimated from a series of maps produced between 1919 and 1979","volume":"24","author":"Reynolds","year":"1997","journal-title":"Ann. Glaciol."},{"key":"ref_131","doi-asserted-by":"crossref","first-page":"363","DOI":"10.3389\/feart.2019.00363","article-title":"A systematic, regional assessment of high mountain Asia glacier mass balance","volume":"7","author":"Shean","year":"2020","journal-title":"Front. Earth Sci."},{"key":"ref_132","doi-asserted-by":"crossref","first-page":"24","DOI":"10.1016\/j.polar.2018.11.005","article-title":"Quantifying mass balance of East-Karakoram glaciers using geodetic technique","volume":"19","author":"Kumar","year":"2019","journal-title":"Polar Sci."},{"key":"ref_133","first-page":"331","article-title":"Geodetic mass balance of Abramov Glacier from 1975 to 2015","volume":"67","author":"Denzinger","year":"2021","journal-title":"JGlac"},{"key":"ref_134","doi-asserted-by":"crossref","first-page":"155","DOI":"10.3986\/AGS.7673","article-title":"Thickness and geodetic mass balance changes for the Triglav Glacier (southeastern Alps) from 1952 to 2016","volume":"60","author":"Zorn","year":"2020","journal-title":"Acta Geogr. Slov."},{"key":"ref_135","doi-asserted-by":"crossref","unstructured":"Far\u00edas-Barahona, D., Vivero, S., Casassa, G., Schaefer, M., Burger, F., Seehaus, T., Iribarren-Anacona, P., Escobar, F., and Braun, M.H. (2019). Geodetic mass balances and area changes of Echaurren Norte Glacier (Central Andes, Chile) between 1955 and 2015. Remote Sens., 11.","DOI":"10.3390\/rs11030260"},{"key":"ref_136","first-page":"5687","article-title":"Glacier elevation changes (2012\u20132016) of the Puruogangri Ice Field on the Tibetan Plateau derived from bi-temporal TanDEM-X InSAR data","volume":"37","author":"Liu","year":"2016","journal-title":"IJRS"},{"key":"ref_137","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1109\/LGRS.2011.2175899","article-title":"A new two-step robust surface matching approach for three-dimensional georeferencing of historical digital elevation models","volume":"9","author":"Aguilar","year":"2012","journal-title":"IEEE Geosci. Remote Sens. Lett."},{"key":"ref_138","doi-asserted-by":"crossref","first-page":"293","DOI":"10.1016\/j.biosystemseng.2008.09.010","article-title":"Improving quality of public domain digital elevation models through data fusion","volume":"101","author":"Karkee","year":"2008","journal-title":"Biosyst. Eng."},{"key":"ref_139","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1016\/j.epsl.2012.12.024","article-title":"Co-registration of lunar topographic models derived from Chang\u2019E-1, SELENE, and LRO laser altimeter data based on a novel surface matchingmethod","volume":"364","author":"Wu","year":"2013","journal-title":"Earth Planet. Sci. Lett."},{"key":"ref_140","unstructured":"Besl, P.J., and McKay, N.D. (1991, January 12\u201315). Method for registration of 3-D shapes. Proceedings of the Sensor fusion IV: Control Paradigms and Data Structures, Boston, MA, USA."},{"key":"ref_141","unstructured":"Rusinkiewicz, S., and Levoy, M. (June, January 28). Efficient variants of the ICP algorithm. Proceedings of the Third International Conference on 3-D Digital Imaging and Modeling, Quebec City, QC, Canada."},{"key":"ref_142","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.isprsjprs.2005.02.006","article-title":"Least squares 3D surface and curve matching","volume":"59","author":"Gruen","year":"2005","journal-title":"ISPRS J. Photogramm Remote Sens."},{"key":"ref_143","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1016\/j.rse.2006.11.017","article-title":"Remote sensing estimates of glacier mass balances in the Himachal Pradesh (Western Himalaya, India)","volume":"108","author":"Berthier","year":"2007","journal-title":"Rem. Sens. Environ."},{"key":"ref_144","doi-asserted-by":"crossref","first-page":"409","DOI":"10.1016\/j.rse.2006.05.012","article-title":"Accuracy assessment of the processed SRTM-based elevation data by CGIAR using field data from USA and Thailand and its relation to the terrain characteristics","volume":"104","author":"Gorokhovich","year":"2006","journal-title":"Rem. Sens. Environ."},{"key":"ref_145","doi-asserted-by":"crossref","first-page":"313","DOI":"10.5194\/tc-4-313-2010","article-title":"Assessing high altitude glacier thickness, volume and area changes using field, GIS and remote sensing techniques: The case of Nevado Coropuna (Peru)","volume":"4","author":"Peduzzi","year":"2010","journal-title":"Cryosphere"},{"key":"ref_146","doi-asserted-by":"crossref","first-page":"390","DOI":"10.2112\/JCR-SI114-079.1","article-title":"High-Resolution Bathymetry in Shallow Waters off the Southern Coast of Korea from Satellite Altimetry and Remote Sensed Imagery","volume":"114","author":"Kim","year":"2021","journal-title":"J. Coast Res."},{"key":"ref_147","doi-asserted-by":"crossref","unstructured":"Krieger, L., Str\u00f6\u00dfenreuther, U., Helm, V., Floricioiu, D., and Horwath, M. (2020). Synergistic use of single-pass interferometry and radar altimetry to measure mass loss of NEGIS outlet glaciers between 2011 and 2014. Remote Sens., 12.","DOI":"10.3390\/rs12060996"},{"key":"ref_148","doi-asserted-by":"crossref","first-page":"112853","DOI":"10.1016\/j.rse.2021.112853","article-title":"Rapid glacier mass loss in the Southeastern Tibetan Plateau since the year 2000 from satellite observations","volume":"270","author":"Zhao","year":"2022","journal-title":"Rem. Sens. Environ."},{"key":"ref_149","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1016\/j.rse.2013.07.043","article-title":"The glaciers climate change initiative: Methods for creating glacier area, elevation change and velocity products","volume":"162","author":"Paul","year":"2015","journal-title":"Rem. Sens. Environ."},{"key":"ref_150","doi-asserted-by":"crossref","first-page":"1177","DOI":"10.1007\/s11442-022-1991-8","article-title":"Glacier area changes in the Nujiang-Salween River Basin over the past 45 years","volume":"32","author":"Ji","year":"2022","journal-title":"J. Geogr. Sci."},{"key":"ref_151","first-page":"57","article-title":"Glacier area and volume changes of Hidden Valley, Mustang, Nepal from ~1980s to 2010 based on remote sensing","volume":"368","author":"Lama","year":"2015","journal-title":"Proc. Int. Assoc. Hydrol. Sci."},{"key":"ref_152","doi-asserted-by":"crossref","unstructured":"Hu, M., Zhou, G., Lv, X., Zhou, L., He, X., and Tian, Z. (2022). A new automatic extraction method for glaciers on the Tibetan Plateau under clouds, shadows and snow cover. Remote Sens., 14.","DOI":"10.3390\/rs14133084"},{"key":"ref_153","doi-asserted-by":"crossref","unstructured":"Zhang, M., Wang, X., Shi, C., and Yan, D. (2019). Automated glacier extraction index by optimization of red\/SWIR and NIR\/SWIR ratio index for glacier mapping using landsat imagery. Water, 11.","DOI":"10.3390\/w11061223"},{"key":"ref_154","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s11629-019-5603-8","article-title":"Vegetation change as related to terrain factors at two glacier forefronts, Glacier National Park, Montana, USA","volume":"17","author":"Lambert","year":"2020","journal-title":"J. Mt. Sci."},{"key":"ref_155","doi-asserted-by":"crossref","first-page":"112060","DOI":"10.1016\/j.rse.2020.112060","article-title":"Changes of glacier facies on Hornsund glaciers (Svalbard) during the decade 2007\u20132017","volume":"251","author":"Barzycka","year":"2020","journal-title":"Rem. Sens. Environ."},{"key":"ref_156","first-page":"190255","article-title":"Glacier changes monitoring in Bhutan High Himalaya using remote sensing technology","volume":"26","author":"Kumar","year":"2021","journal-title":"Environ. Eng. Res."},{"key":"ref_157","doi-asserted-by":"crossref","first-page":"682","DOI":"10.1007\/s11629-015-3516-8","article-title":"Glacier changes in the eastern Nyainq\u00eantanglha Range of Tibetan Plateau from 1975 to 2013","volume":"13","author":"Ji","year":"2016","journal-title":"J. Mt. Sci."},{"key":"ref_158","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.rse.2013.08.026","article-title":"Using atmospherically-corrected Landsat imagery to measure glacier area change in the Cordillera Blanca, Peru from 1987 to 2010","volume":"140","author":"Burns","year":"2014","journal-title":"Rem. Sens. Environ."},{"key":"ref_159","doi-asserted-by":"crossref","first-page":"581","DOI":"10.1016\/j.rse.2016.09.013","article-title":"Object-based analysis of unmanned aerial vehicle imagery to map and characterise surface features on a debris-covered glacier","volume":"186","author":"Kraaijenbrink","year":"2016","journal-title":"Rem. Sens. Environ."},{"key":"ref_160","doi-asserted-by":"crossref","unstructured":"Roberts-Pierel, B.M., Kirchner, P.B., Kilbride, J.B., and Kennedy, R.E. (2022). Changes over the Last 35 Years in Alaska\u2019s Glaciated Landscape: A Novel Deep Learning Approach to Mapping Glaciers at Fine Temporal Granularity. Remote Sens., 14.","DOI":"10.3390\/rs14184582"},{"key":"ref_161","first-page":"273","article-title":"Glacier mapping of the Illecillewaet icefield, British Columbia, Canada, using Landsat TM and digital elevation data","volume":"20","author":"Sidjak","year":"1999","journal-title":"IJRS"},{"key":"ref_162","doi-asserted-by":"crossref","unstructured":"Kaushik, S., Singh, T., Bhardwaj, A., Joshi, P.K., and Dietz, A.J. (2022). Automated Delineation of Supraglacial Debris Cover Using Deep Learning and Multisource Remote Sensing Data. Remote Sens., 14.","DOI":"10.3390\/rs14061352"},{"key":"ref_163","first-page":"S186","article-title":"Using L-band SAR coherence to delineate glacier extent","volume":"36","author":"Atwood","year":"2010","journal-title":"CaJRS"},{"key":"ref_164","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1016\/j.rse.2015.11.007","article-title":"Velocity estimation of glaciers with physically-based spatial regularization\u2014Experiments using satellite SAR intensity images","volume":"172","author":"Maksymiuk","year":"2016","journal-title":"Rem. Sens. Environ."},{"key":"ref_165","doi-asserted-by":"crossref","unstructured":"Paul, F., Winsvold, S.H., K\u00e4\u00e4b, A., Nagler, T., and Schwaizer, G. (2016). Glacier remote sensing using Sentinel-2. Part II: Mapping glacier extents and surface facies, and comparison to Landsat 8. Remote Sens., 8.","DOI":"10.3390\/rs8070575"},{"key":"ref_166","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1080\/01431160903159316","article-title":"Delineation of debris-covered glacier boundaries using optical and thermal remote sensing data","volume":"1","author":"Shukla","year":"2010","journal-title":"Remote Sens. Lett."},{"key":"ref_167","first-page":"467","article-title":"Early twenty-first century glacier mass losses in the Indus Basin constrained by density assumptions","volume":"574","author":"Muhammad","year":"2019","journal-title":"JHyd"},{"key":"ref_168","doi-asserted-by":"crossref","unstructured":"Bisset, R.R., Dehecq, A., Goldberg, D.N., Huss, M., Bingham, R.G., and Gourmelen, N. (2020). Reversed surface-mass-balance gradients on Himalayan debris-covered glaciers inferred from remote sensing. Remote Sens., 12.","DOI":"10.3390\/rs12101563"},{"key":"ref_169","doi-asserted-by":"crossref","unstructured":"Ettema, J., van den Broeke, M.R., van Meijgaard, E., van de Berg, W.J., Bamber, J.L., Box, J.E., and Bales, R.C. (2009). Higher surface mass balance of the Greenland ice sheet revealed by high-resolution climate modeling. Geophys. Res. Lett., 36.","DOI":"10.1029\/2009GL038110"},{"key":"ref_170","doi-asserted-by":"crossref","first-page":"21","DOI":"10.5194\/tc-1-21-2007","article-title":"Reconstruction of the 1979\u20132006 Greenland ice sheet surface mass balance using the regional climate model MAR","volume":"1","author":"Fettweis","year":"2007","journal-title":"Cryosphere"},{"key":"ref_171","doi-asserted-by":"crossref","first-page":"1175","DOI":"10.5194\/tc-6-891-2012","article-title":"Sensitivity of Greenland Ice Sheet surface mass balance to surface albedo parameterization: A study with a regional climate model","volume":"6","author":"Lenaerts","year":"2012","journal-title":"Cryosphere"},{"key":"ref_172","doi-asserted-by":"crossref","first-page":"866","DOI":"10.1002\/2013GL059010","article-title":"An improved mass budget for the Greenland ice sheet","volume":"41","author":"Enderlin","year":"2014","journal-title":"Geophys. Res. Lett."},{"key":"ref_173","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1016\/j.epsl.2014.10.015","article-title":"Basin-scale partitioning of Greenland ice sheet mass balance components (2007\u20132011)","volume":"409","author":"Andersen","year":"2015","journal-title":"Earth Planet. Sci. Lett."},{"key":"ref_174","first-page":"491","article-title":"Glacier mass-balance determination by remote sensing and high-resolution modelling","volume":"46","author":"Hubbard","year":"2000","journal-title":"JGlac"},{"key":"ref_175","doi-asserted-by":"crossref","first-page":"63","DOI":"10.3189\/2015AoG70A010","article-title":"Mass balance of the S\u00f8r Rondane glacial system, East Antarctica","volume":"56","author":"Callens","year":"2015","journal-title":"Ann. Glaciol."},{"key":"ref_176","doi-asserted-by":"crossref","first-page":"1095","DOI":"10.1073\/pnas.1812883116","article-title":"Four decades of Antarctic Ice Sheet mass balance from 1979\u20132017","volume":"116","author":"Rignot","year":"2019","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_177","doi-asserted-by":"crossref","first-page":"9239","DOI":"10.1073\/pnas.1904242116","article-title":"Forty-six years of Greenland Ice Sheet mass balance from 1972 to 2018","volume":"116","author":"Mouginot","year":"2019","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"ref_178","first-page":"501","article-title":"Relative contribution of surface mass-balance and ice-flux changes to the accelerated thinning of Mer de Glace, French Alps, over1979-2008","volume":"58","author":"Berthier","year":"2012","journal-title":"JGlac"},{"key":"ref_179","doi-asserted-by":"crossref","first-page":"4445","DOI":"10.5194\/tc-15-4445-2021","article-title":"Estimating surface mass balance patterns from unoccupied aerial vehicle measurements in the ablation area of the Morteratsch\u2013Pers glacier complex (Switzerland)","volume":"15","author":"Huybrechts","year":"2021","journal-title":"Cryosphere"}],"container-title":["Remote Sensing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/5\/1425\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T18:46:47Z","timestamp":1760122007000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2072-4292\/15\/5\/1425"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,3]]},"references-count":179,"journal-issue":{"issue":"5","published-online":{"date-parts":[[2023,3]]}},"alternative-id":["rs15051425"],"URL":"https:\/\/doi.org\/10.3390\/rs15051425","relation":{},"ISSN":["2072-4292"],"issn-type":[{"value":"2072-4292","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,3]]}}}