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        <titl xml:lang="sv">Hydroklimatiska förhållanden i Sverige 1961-2020 - Nederbörd, temperatur och avrinningsobservationer i 50 avrinningsområden (CAMELS-SE)</titl>
        <parTitl xml:lang="en">Swedish Hydroclimatic Data 1961-2020 – Precipitation, Temperature and Streamflow Observations across 50 Catchments (CAMELS-SE)</parTitl>
        <IDNo agency="SND">2023-173-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.57804/t3rm-v029</IDNo>
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        <producer xml:lang="en" abbr="SND">Swedish National Data Service</producer>
        <producer xml:lang="sv" abbr="SND">Svensk nationell datatjänst</producer>
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    <citation>
      <titlStmt>
        <titl xml:lang="sv">Hydroklimatiska förhållanden i Sverige 1961-2020 - Nederbörd, temperatur och avrinningsobservationer i 50 avrinningsområden (CAMELS-SE)</titl>
        <parTitl xml:lang="en">Swedish Hydroclimatic Data 1961-2020 – Precipitation, Temperature and Streamflow Observations across 50 Catchments (CAMELS-SE)</parTitl>
        <IDNo agency="SND">2023-173-1</IDNo>
        <IDNo agency="DOI">https://doi.org/10.57804/t3rm-v029</IDNo>
        <IDNo agency="DOI">10.1002/gdj3.239</IDNo>
      </titlStmt>
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        <AuthEnty xml:lang="en" affiliation="Department of Earth Sciences, Uppsala University">Teutschbein, Claudia</AuthEnty>
        <AuthEnty xml:lang="sv" affiliation="Institutionen för geovetenskaper, Uppsala universitet">Teutschbein, Claudia</AuthEnty>
      </rspStmt>
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        <grantNo xml:lang="en" agency="Swedish Research Council">2017-04970</grantNo>
        <grantNo xml:lang="sv" agency="Vetenskapsrådet">2017-04970</grantNo>
        <grantNo xml:lang="en" agency="Swedish Research Council for Environment Agricultural Sciences and Spatial Planning  (FORMAS)">942-2015-1123; 2015-01123_Formas</grantNo>
        <grantNo xml:lang="sv" agency="Forskningsrådet för Miljö, Areella Näringar och Samhällsbyggande (FORMAS)">942-2015-1123; 2015-01123_Formas</grantNo>
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        <distrbtr xml:lang="en" abbr="SND" URI="https://snd.se">Swedish National Data Service</distrbtr>
        <distrbtr xml:lang="sv" abbr="SND" URI="https://snd.se">Svensk nationell datatjänst</distrbtr>
        <distDate xml:lang="en" date="2024-02-12" />
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      <holdings URI="https://doi.org/10.57804/t3rm-v029">Landing page</holdings>
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    <stdyInfo>
      <subject>
        <keyword xml:lang="en" vocab="GCMD" vocabURI="https://gcmd.nasa.gov/kms/concept/5a7bb095-4d12-4232-bc75-b8e82197cb92">SURFACE TEMPERATURE</keyword>
        <keyword xml:lang="en" vocab="GCMD" vocabURI="https://gcmd.nasa.gov/kms/concept/789939a6-3cd5-46f3-bdfd-5cdd6a012500">PRECIPITATION INDICATORS</keyword>
        <keyword xml:lang="en" vocab="GEMET" vocabURI="http://www.eionet.europa.eu/gemet/concept/1215">catchment area</keyword>
        <keyword xml:lang="sv" vocab="GEMET" vocabURI="http://www.eionet.europa.eu/gemet/concept/1215">avrinningsområde</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21212">water runoff</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/22035">air temperature</keyword>
        <keyword xml:lang="sv" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/22035">lufttemperatur</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/10092">catchment</keyword>
        <keyword xml:lang="sv" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/10092">upptagningsområde</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/20534">watershed</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21531">mean annual temperature</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/22166">mean annual precipitation</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21795">river basin</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21524">temperature</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21242">river discharge</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21302">streamflow</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21510">surface runoff</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/30106">precipitation amount</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/20916">river</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21747">hydrology</keyword>
        <keyword xml:lang="sv" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21747">hydrologi</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/60037">precipitation</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/10174">catchment scale</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/20506">climate</keyword>
        <keyword xml:lang="sv" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/20506">klimat</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/21754">climate change</keyword>
        <keyword xml:lang="en" vocab="EnvThes" vocabURI="http://vocabs.lter-europe.net/EnvThes/20487">river station</keyword>
        <keyword xml:lang="en" vocab="INSPIRE Spatial Data Themes" vocabURI="http://inspire.ec.europa.eu/theme/hy">Hydrography</keyword>
        <keyword xml:lang="sv" vocab="INSPIRE Spatial Data Themes" vocabURI="http://inspire.ec.europa.eu/theme/hy">Hydrografi</keyword>
        <topcClas xml:lang="en" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/boundaries">Boundaries</topcClas>
        <topcClas xml:lang="sv" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/boundaries">Administrativa gränser</topcClas>
        <topcClas xml:lang="en" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/geoscientificInformation">Geoscientific Information</topcClas>
        <topcClas xml:lang="sv" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/geoscientificInformation">Geovetenskap</topcClas>
        <topcClas xml:lang="en" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/climatologyMeteorologyAtmosphere">Climatology / Meteorology / Atmosphere</topcClas>
        <topcClas xml:lang="sv" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/climatologyMeteorologyAtmosphere">Klimatologi och meteorologi</topcClas>
        <topcClas xml:lang="en" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/location">Location</topcClas>
        <topcClas xml:lang="sv" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/location">Positionering</topcClas>
        <topcClas xml:lang="en" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/inlandWaters">Inland Waters</topcClas>
        <topcClas xml:lang="sv" vocab="INSPIRE topic categories" vocabURI="http://inspire.ec.europa.eu/metadata-codelist/TopicCategory/inlandWaters">Sjöar och vattendrag</topcClas>
      </subject>
      <abstract xml:lang="en" contentType="abstract">This community-accessible dataset comprises daily hydroclimatic variables (precipitation, temperature, and streamflow) observed across 50 catchments in Sweden. The dataset covers a 60-year period (1961-2020) and includes information on geographical location, landcover, soil types, hydrologic signatures, and regulation for each catchment. 

Data was collected from various sources, such as the Swedish Meteorological and Hydrological Institute (SMHI), the Swedish Geological Survey (SGU) and several Copernicus products provided by the European Environment Agency. The compiled, spatially-matched, and processed data is publicly available online.

The dataset spans two designated 'climate normal periods' (CNPs): 1961-1990 and 1991-2020, and a wide range of hydroclimatic, topographic and environmental catchment properties, making it a valuable resource for researchers and practitioners to gain in-depth insights into hydrological processes, explore climate change impacts, and devise sustainable water management strategies. With its long record period and versatility, the dataset is a great resource for model calibration, education, method development, and fostering transdisciplinary research across various disciplines.</abstract>
      <abstract xml:lang="sv" contentType="abstract">Datamängden består av dagliga observationer av nederbörd, temperatur och avrinning för 50 avrinningsområden i Sverige över en 60-årsperiod (1961-2020). Utöver dessa observationer innehåller datamängden även information om geografiskt läge, marktäckning, jordtyper, hydrologiska signaturer och reglering för varje avrinningsområde.
Informationen samlades in från olika källor, inklusive Sveriges meteorologiska och hydrologiska institut (SMHI), Sveriges geologiska undersökning (SGU) samt flera Copernicus-produkter som tillhandahölls av European Environment Agency. De sammanställda, geografiskt matchade och bearbetade uppgifterna är tillgängliga online.
Datasetet omfattar två definierade "klimatnormalperioder": 1961-1990 och 1991-2020 och innehåller en bred variation av hydroklimatiska, topografiska och miljömässiga egenskaper, vilket gör det till en ovärderlig resurs för både forskare och praktiker. Det kan ge insikter i hydrologiska processer, möjliggör utforskning av klimatförändringars påverkan samt stödjer utformningen av hållbara strategier för vattenförvaltning. 
På grund av den långa tidsperioden lämpar sig datasetet för kalibrering av modeller, utbildning, metodutveckling och främjar tvärvetenskaplig forskning över olika discipliner. Det utgör en viktig grund för att förstå och hantera vattenrelaterade utmaningar i en föränderlig miljö.</abstract>
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        <collDate xml:lang="en" date="2020-07-08" event="end">2020-07-08</collDate>
        <nation xml:lang="en" abbr="SE">Sweden</nation>
        <nation xml:lang="sv" abbr="SE">Sverige</nation>
        <dataKind xml:lang="en">Numeric</dataKind>
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        <dataKind xml:lang="en">Geospatial</dataKind>
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        <collMode xml:lang="en">Data was collected from various sources, such as the Swedish Meteorological and Hydrological Institute (SMHI), the Swedish Geological Survey (SGU) and several Copernicus products provided by the European Environment Agency (EEA). Data has been compiled, synthesized, spatially-matched and processed. Additional computations have been conducted.<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=en-5.0.0">Data was collected from various sources, such as the Swedish Meteorological and Hydrological Institute (SMHI), the Swedish Geological Survey (SGU) and several Copernicus products provided by the European Environment Agency (EEA). Data has been compiled, synthesized, spatially-matched and processed. Additional computations have been conducted.</concept></collMode>
        <collMode xml:lang="sv">Data samlades in från olika källor, såsom Sveriges meteorologiska och hydrologiska institut (SMHI), Sveriges geologiska undersökning (SGU) och flera Copernicus-produkter som tillhandahålls av Europeiska miljöbyrån (EEA). Data har sammanställts, syntetiserats, rumslig matchats och bearbetats. Ytterligare beräkningar har genomförts.<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=sv-5.0.0">Data samlades in från olika källor, såsom Sveriges meteorologiska och hydrologiska institut (SMHI), Sveriges geologiska undersökning (SGU) och flera Copernicus-produkter som tillhandahålls av Europeiska miljöbyrån (EEA). Data har sammanställts, syntetiserats, rumslig matchats och bearbetats. Ytterligare beräkningar har genomförts.</concept></collMode>
        <collMode xml:lang="en">Compilation/Synthesis<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=en-5.0.0">Compilation/Synthesis</concept></collMode>
        <collMode xml:lang="sv">Kompilering/Syntes<concept vocab="DDI Mode of Collection" vocabURI="https://vocabularies.cessda.eu/v2/vocabularies/ModeOfCollection/5.0.0?languageVersion=sv-5.0.0">Kompilering/Syntes</concept></collMode>
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    <dataAccs>
      <useStmt>
        <restrctn xml:lang="en">Access to data through SND. Data are freely accessible.</restrctn>
        <restrctn xml:lang="sv">Åtkomst till data via SND. Data är fritt tillgängliga.</restrctn>
        <conditions elementVersion="info:eu-repo-Access-Terms vocabulary">openAccess</conditions>
      </useStmt>
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        <citation>
          <titlStmt>
            <titl xml:lang="sv">Teutschbein, C. (2024) CAMELS‐SE: Long‐term hydroclimatic observations (1961–2020) across 50 catchments in Sweden as a resource for modelling, education, and collaboration. Geoscience Data Journal.</titl>
            <parTitl xml:lang="en">Teutschbein, C. (2024) CAMELS‐SE: Long‐term hydroclimatic observations (1961–2020) across 50 catchments in Sweden as a resource for modelling, education, and collaboration. Geoscience Data Journal.</parTitl>
            <IDNo agency="DOI">10.1002/gdj3.239</IDNo>
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            <distDate date="2024">2024</distDate>
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