{"id":"https://openalex.org/W1564276044","doi":"https://doi.org/10.3390/rs70809727","title":"Remote Sensing-Based Assessment of the Variability of Winter and Summer Precipitation in the Pamirs and Their Effects on Hydrology and Hazards Using Harmonic Time Series Analysis","display_name":"Remote Sensing-Based Assessment of the Variability of Winter and Summer Precipitation in the Pamirs and Their Effects on Hydrology and Hazards Using Harmonic Time Series Analysis","publication_year":2015,"publication_date":"2015-07-30","ids":{"openalex":"https://openalex.org/W1564276044","doi":"https://doi.org/10.3390/rs70809727","mag":"1564276044"},"language":"en","primary_location":{"id":"doi:10.3390/rs70809727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70809727","pdf_url":"https://www.mdpi.com/2072-4292/7/8/9727/pdf?version=1438249749","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/7/8/9727/pdf?version=1438249749","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016629334","display_name":"Eric Pohl","orcid":"https://orcid.org/0000-0002-8905-8131"},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Eric Pohl","raw_affiliation_strings":["Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany","institution_ids":["https://openalex.org/I61893789"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067490750","display_name":"Richard Gloaguen","orcid":"https://orcid.org/0000-0002-4383-473X"},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]},{"id":"https://openalex.org/I4210148560","display_name":"Helmholtz Institute Freiberg for Resource Technology","ror":"https://ror.org/04kdb0j04","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921","https://openalex.org/I4210148560"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Richard Gloaguen","raw_affiliation_strings":["Remote Sensing Group, Helmholtz Institute Freiberg for Resource Technology, Freiberg D-09599, Germany","Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Group, Helmholtz Institute Freiberg for Resource Technology, Freiberg D-09599, Germany","institution_ids":["https://openalex.org/I4210148560"]},{"raw_affiliation_string":"Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany","institution_ids":["https://openalex.org/I61893789"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037094167","display_name":"Ralf Seiler","orcid":null},"institutions":[{"id":"https://openalex.org/I61893789","display_name":"TU Bergakademie Freiberg","ror":"https://ror.org/031vc2293","country_code":"DE","type":"education","lineage":["https://openalex.org/I61893789"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ralf Seiler","raw_affiliation_strings":["Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Group, Institute of Geology, Technische Universit\u00e4t Bergakademie Freiberg, B.-von-Cotta-Str. 2, Freiberg D-09599, Germany","institution_ids":["https://openalex.org/I61893789"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016629334"],"corresponding_institution_ids":["https://openalex.org/I61893789"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4654,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.81705353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"7","issue":"8","first_page":"9727","last_page":"9752"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10029","display_name":"Climate variability and models","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11405","display_name":"Geophysics and Gravity Measurements","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7745615243911743},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.7156703472137451},{"id":"https://openalex.org/keywords/hydropower","display_name":"Hydropower","score":0.6205719709396362},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.5599594116210938},{"id":"https://openalex.org/keywords/natural-hazard","display_name":"Natural hazard","score":0.5088753700256348},{"id":"https://openalex.org/keywords/water-cycle","display_name":"Water cycle","score":0.4922396242618561},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.49160346388816833},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.4737173914909363},{"id":"https://openalex.org/keywords/snowpack","display_name":"Snowpack","score":0.4702414870262146},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.45249128341674805},{"id":"https://openalex.org/keywords/water-supply","display_name":"Water supply","score":0.43788665533065796},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.40095254778862},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.32737404108047485},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2706119418144226},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14437735080718994},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12343928217887878}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7745615243911743},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.7156703472137451},{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.6205719709396362},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.5599594116210938},{"id":"https://openalex.org/C39410599","wikidata":"https://www.wikidata.org/wiki/Q3433179","display_name":"Natural hazard","level":2,"score":0.5088753700256348},{"id":"https://openalex.org/C133830359","wikidata":"https://www.wikidata.org/wiki/Q81041","display_name":"Water cycle","level":2,"score":0.4922396242618561},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.49160346388816833},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4737173914909363},{"id":"https://openalex.org/C2778877292","wikidata":"https://www.wikidata.org/wiki/Q18575846","display_name":"Snowpack","level":3,"score":0.4702414870262146},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.45249128341674805},{"id":"https://openalex.org/C97053079","wikidata":"https://www.wikidata.org/wiki/Q1061108","display_name":"Water supply","level":2,"score":0.43788665533065796},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.40095254778862},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32737404108047485},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2706119418144226},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14437735080718994},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12343928217887878},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs70809727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70809727","pdf_url":"https://www.mdpi.com/2072-4292/7/8/9727/pdf?version=1438249749","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b9f5a37b589f4d2aa087f08bafb6d998","is_oa":true,"landing_page_url":"https://doaj.org/article/b9f5a37b589f4d2aa087f08bafb6d998","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 7, Iss 8, Pp 9727-9752 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/8/9727/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs70809727","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 7; Issue 8; Pages: 9727-9752","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs70809727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs70809727","pdf_url":"https://www.mdpi.com/2072-4292/7/8/9727/pdf?version=1438249749","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320332183","display_name":"U.S. Geological Survey","ror":"https://ror.org/035a68863"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1564276044.pdf","grobid_xml":"https://content.openalex.org/works/W1564276044.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W1672852929","https://openalex.org/W1771025053","https://openalex.org/W1963701400","https://openalex.org/W1967471172","https://openalex.org/W1968665738","https://openalex.org/W1980119925","https://openalex.org/W1986487335","https://openalex.org/W1995622703","https://openalex.org/W2000481880","https://openalex.org/W2008402588","https://openalex.org/W2008970973","https://openalex.org/W2010384653","https://openalex.org/W2012887188","https://openalex.org/W2013537840","https://openalex.org/W2014562308","https://openalex.org/W2015600571","https://openalex.org/W2017571030","https://openalex.org/W2018369970","https://openalex.org/W2019306016","https://openalex.org/W2019660204","https://openalex.org/W2021350270","https://openalex.org/W2026960132","https://openalex.org/W2028081603","https://openalex.org/W2029358287","https://openalex.org/W2038545209","https://openalex.org/W2048329679","https://openalex.org/W2048430163","https://openalex.org/W2060576920","https://openalex.org/W2060787659","https://openalex.org/W2067861845","https://openalex.org/W2069276699","https://openalex.org/W2073298425","https://openalex.org/W2085585287","https://openalex.org/W2087301114","https://openalex.org/W2087854442","https://openalex.org/W2089101472","https://openalex.org/W2093433348","https://openalex.org/W2093936554","https://openalex.org/W2099496993","https://openalex.org/W2101735307","https://openalex.org/W2103613139","https://openalex.org/W2110098148","https://openalex.org/W2112575191","https://openalex.org/W2117480600","https://openalex.org/W2117490284","https://openalex.org/W2121745948","https://openalex.org/W2126571256","https://openalex.org/W2127393309","https://openalex.org/W2137446795","https://openalex.org/W2150666753","https://openalex.org/W2151563885","https://openalex.org/W2154721205","https://openalex.org/W2164977060","https://openalex.org/W2165774828","https://openalex.org/W2169399989","https://openalex.org/W2321536686","https://openalex.org/W3163617311","https://openalex.org/W4235820250","https://openalex.org/W6604642649","https://openalex.org/W6640475349","https://openalex.org/W6675397867","https://openalex.org/W6700196835"],"related_works":["https://openalex.org/W2605881624","https://openalex.org/W2763806468","https://openalex.org/W2031839781","https://openalex.org/W2562885403","https://openalex.org/W2171824369","https://openalex.org/W2173032563","https://openalex.org/W2378365514","https://openalex.org/W3092708557","https://openalex.org/W2806732007","https://openalex.org/W2987941453"],"abstract_inverted_index":{"Moisture":[0],"supply":[1],"in":[2,36,54,72,180,216,222],"the":[3,11,19,59,85,103,109,115,151,227],"Pamir":[4],"Mountains":[5],"of":[6,43,65,87,106,175],"Central":[7],"Asia":[8],"significantly":[9],"determines":[10],"hydrological":[12],"cycle":[13],"and,":[14],"as":[15,28,46,48,158,226],"a":[16,62,122,169,209],"result,":[17],"impacts":[18],"local":[20],"communities":[21],"via":[22],"hazards":[23],"or":[24,143],"socioeconomic":[25],"aspects,":[26],"such":[27,98,157,225],"hydropower,":[29],"agriculture":[30],"and":[31,34,51,67,78,90,113,134,162,172,185,190,195],"infrastructure.":[32],"Scarce":[33],"unreliable":[35],"situ":[37],"data":[38,95],"prevent":[39],"an":[40],"accurate":[41],"assessment":[42],"moisture":[44,147],"supply,":[45],"well":[47],"its":[49,191],"temporal":[50],"spatial":[52],"variability":[53,174,189],"this":[55],"strongly-heterogeneous":[56],"environment.":[57],"On":[58],"other":[60],"hand,":[61],"clear":[63],"understanding":[64],"climatic":[66],"surface":[68],"processes":[69],"is":[70,208],"required":[71],"order":[73],"to":[74,83,96,129,135,212],"assess":[75],"water":[76,164,183,186],"resources":[77],"natural":[79],"hazards.":[80],"We":[81,119,149,167],"propose":[82],"evaluate":[84],"potential":[86],"remote":[88,154,217],"sensing":[89,218],"regional":[91,137],"climate":[92],"model":[93],"(RCM)":[94],"overcome":[97],"issues.":[99],"Difficulties":[100],"arise":[101],"for":[102,199],"direct":[104],"analysis":[105,126],"precipitation":[107,132,145],"if":[108],"events":[110],"are":[111,117,197],"sporadic":[112],"when":[114],"amounts":[116],"low.":[118],"hence":[120],"apply":[121],"harmonic":[123],"time":[124,219],"series":[125],"(HANTS)":[127],"algorithm":[128],"derive":[130],"spatio-temporal":[131],"distributions":[133],"determine":[136],"boundaries":[138],"delimiting":[139],"areas":[140],"where":[141],"winter":[142],"summer":[144],"dominate":[146],"supply.":[148],"complement":[150],"study":[152],"with":[153],"sensing-based":[155],"products,":[156],"temperature,":[159],"snow":[160],"cover":[161],"liquid":[163],"equivalent":[165],"thickness.":[166],"find":[168],"strong":[170],"intra-":[171],"inter-annual":[173],"meteorological":[176],"parameters":[177],"that":[178],"result":[179],"strongly":[181],"variable":[182],"budget":[184],"mobilization.":[187],"Climatic":[188],"effects":[192],"on":[193],"floods":[194],"droughts":[196],"discussed":[198],"three":[200],"outstanding":[201],"years.":[202],"The":[203],"in-house":[204],"developed":[205],"HANTS":[206],"toolbox":[207],"promising":[210],"instrument":[211],"unravel":[213],"periodic":[214],"signals":[215],"series,":[220],"even":[221],"complex":[223],"areas,":[224],"Pamir.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2016-06-24T00:00:00"}
