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This is achieved by establishing optimized statistical relationships between observations recorded at stations and numerical model outputs at nearby grid points. The PROGNOS system is a software package developed by Environment and Climate Change Canada that enables this. Relationships are built using the 'Model Output Statistics' (MOS) method and multiple linear regression (MLR). Currently, only the air temperature at 1.5 meters above the Earth's surface is statistically post-processed. The absence of statistically post-processed forecasts can be due to the unavailability of a statistical model caused by insufficient observation quality or quantity. The geographical region covered by this data includes the territory covered by Canadian meteorological stations and some American buoys. For the GDPS, statistically post-processed forecasts are available at the same issuance frequency as the raw forecasts produced by numerical models (e.g., 00Z, 12Z) and at hourly forecast lead times, from 00 to 84 hours, and then every 3 hours, from 87 to 168 hours.", "themes":[ { "concepts":[ { "id":"Weather forecasts" }, { "id":"Air temperature" } ], "scheme":"https://canada.multites.net/cst/EAEAD1E6-7DD2-4997-BE7F-40BFB1CBE8A2/CST20230912.rdf" }, { "concepts":[ { "id":"weather" } ], "scheme":"https://codes.wmo.int/wis/topic-hierarchy/earth-system-discipline" } ], "type":"dataset", "language":{ "code":"en" }, "created":"2025-07-23T00:00:00Z", "rights":"Open Government Licence - Canada (https://open.canada.ca/en/open-government-licence-canada)", "contacts":[ { "addresses":[ { "deliveryPoint":[ "77 Westmorland Street, suite 260" ], "city":"Fredericton", "administrativeArea":"New Brunswick", "postalCode":"E3B 6Z4", "country":"Canada" } ], "roles":[ "host" ], "organization":"Government of Canada; Environment and Climate Change Canada; Meteorological Service of Canada", "name":"National Inquiry Response Team / Équipe nationale de réponse des demandes du public", "position":"National Inquiry Response Team", "hoursOfService":"0700h - 1500h EST", "contactInstructions":"email", "phones":[ { "value":"+18199972800" } ], "emails":[ { "value":"ECWeather-Meteo@ec.gc.ca" } ], "links":[ { "rel":"canonical", "type":"text/html", "href":"https://www.canada.ca/en/environment-climate-change.html" } ] } ], "keywords":[ "Statistical post-processing", "Machine learning", "Multiple Linear Regression", "PROGNOS", "Environmental forecast", "Point forecast" ], "wmo:dataPolicy":"core", "centre-id":"ca-eccc-msc" }, "links":[ { "href":"mqtts://everyone:everyone@gb.wis.cma.cn:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/prediction/forecast/medium-range/deterministic/global" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/prediction/forecast/medium-range/deterministic/global" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global Broker Service (br-inmet-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/prediction/forecast/medium-range/deterministic/global" }, { "href":"mqtts://everyone:everyone@wis2globalbroker.nws.noaa.gov:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from National Oceanic and Atmospheric Administration, National Weather Service, Global Broker Service (us-noaa-nws-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/prediction/forecast/medium-range/deterministic/global" }, { "href":"https://eccc-msc.github.io/open-data/licence/readme_en", "type":"text/html", "rel":"license", "title":"Environment and Climate Change Canada Data Servers End-use Licence" } ], "time":{ "interval":[ "2025-07-23", ".." ] }, "generated_by":"pygeometa 0.18.dev0" }, { "id":"urn:wmo:md:ca-eccc-msc:5e8247ca-891e-5686-a6a5-0631c50fe2db", "conformsTo":[ "http://wis.wmo.int/spec/wcmp/2/conf/core" ], "type":"Feature", "geometry":{ "type":"Polygon", "coordinates":[ [ [ -172.17, 36.5 ], [ -172.17, 83.6 ], [ -10.42, 83.6 ], [ -10.42, 36.5 ], [ -172.17, 36.5 ] ] ] }, "properties":{ "title":"Marine Forecasts and Warnings", "description":"Environment Canada (EC) provides a marine forecasting service to mariners and marine interests. 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The WW3 model has been implemented by a growing number of national operational forecasting centres over the last several years.", "themes":[ { "concepts":[ { "id":"Forecasting" }, { "id":"Water" }, { "id":"Oceans" }, { "id":"Ocean energy" }, { "id":"Seas" } ], "scheme":"https://canada.multites.net/cst/EAEAD1E6-7DD2-4997-BE7F-40BFB1CBE8A2/CST20230912.rdf" }, { "concepts":[ { "id":"ocean" } ], "scheme":"https://codes.wmo.int/wis/topic-hierarchy/earth-system-discipline" } ], "type":"dataset", "language":{ "code":"en" }, "created":"2021-02-25T00:00:00Z", "rights":"Open Government Licence - Canada (https://open.canada.ca/en/open-government-licence-canada)", "contacts":[ { "addresses":[ { "deliveryPoint":[ "77 Westmorland Street, suite 260" ], "city":"Fredericton", "administrativeArea":"New Brunswick", "postalCode":"E3B 6Z4", "country":"Canada" } ], "roles":[ "host" ], "organization":"Government of Canada; Environment and Climate Change Canada; Meteorological Service of Canada", "name":"National Inquiry Response Team / Équipe nationale de réponse des demandes du public", "position":"National Inquiry Response Team", "hoursOfService":"0700h - 1500h EST", "contactInstructions":"email", "phones":[ { "value":"+18199972800" } ], "emails":[ { "value":"ECWeather-Meteo@ec.gc.ca" } ], "links":[ { "rel":"canonical", "type":"text/html", "href":"https://www.canada.ca/en/environment-climate-change.html" } ] } ], "keywords":[ "Waves", "Swell", "Prediction", "Global", "Ensemble", "Water", "Weather and Climate", "International", "Ocean" ], "wmo:dataPolicy":"core", "centre-id":"ca-eccc-msc" }, "links":[ { "href":"mqtts://everyone:everyone@gb.wis.cma.cn:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/ocean/experimental" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/ocean/experimental" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global Broker Service (br-inmet-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/ocean/experimental" }, { "href":"mqtts://everyone:everyone@wis2globalbroker.nws.noaa.gov:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from National Oceanic and Atmospheric Administration, National Weather Service, Global Broker Service (us-noaa-nws-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/ocean/experimental" }, { "href":"https://eccc-msc.github.io/open-data/licence/readme_en", "type":"text/html", "rel":"license", "title":"Environment and Climate Change Canada Data Servers End-use Licence" } ], "time":{ "interval":[ "2021-02-25", ".." ] }, "generated_by":"pygeometa 0.18.dev0" }, { "id":"urn:wmo:md:ca-eccc-msc:aae10768-0c0c-4670-807e-8e893680887e", "conformsTo":[ "http://wis.wmo.int/spec/wcmp/2/conf/core" ], "type":"Feature", "geometry":{ "type":"Polygon", "coordinates":[ [ [ -170.323855, 16.93461 ], [ -170.323855, 67.19061 ], [ -50.002855, 67.19061 ], [ -50.002855, 16.93461 ], [ -170.323855, 16.93461 ] ] ] }, "properties":{ "title":"Weather Radar - CAPPI", "description":"Due to the curvature of the Earth, the height of a radar beam, in relation to the ground, increases as it travels further from the radar. When the radar is pointed down near the ground (a low elevation angle), the beam starts off near the ground but then its height above the ground slowly increases. By the time that same beam is 200 km from the radar, it is at a height of around 4 km above the ground. In order to get a better sense of what is happening at one approximate height above the ground (i.e. 1.5 km), a whole series of radar beams with different elevation angles (low, medium, high) are used to create one radar product. This type of radar product is called a CAPPI (Constant Altitude Plan Position Indicator). Since the CAPPI products do not use Doppler processing to filter out clutter like tall trees, hills and buildings, it can sometimes be contaminated by non meteorological echoes.", "themes":[ { "concepts":[ { "id":"Radar" }, { "id":"Remote sensing" }, { "id":"Weather" }, { "id":"Meteorology" } ], "scheme":"https://canada.multites.net/cst/EAEAD1E6-7DD2-4997-BE7F-40BFB1CBE8A2/CST20230912.rdf" }, { "concepts":[ { "id":"weather" } ], "scheme":"https://codes.wmo.int/wis/topic-hierarchy/earth-system-discipline" } ], "type":"dataset", "language":{ "code":"en" }, "created":"2023-03-21T00:00:00Z", "rights":"Open Government Licence - Canada (https://open.canada.ca/en/open-government-licence-canada)", "contacts":[ { "addresses":[ { "deliveryPoint":[ "77 Westmorland Street, suite 260" ], "city":"Fredericton", "administrativeArea":"New Brunswick", "postalCode":"E3B 6Z4", "country":"Canada" } ], "roles":[ "host" ], "organization":"Government of Canada; Environment and Climate Change Canada; Meteorological Service of Canada", "name":"National Inquiry Response Team / Équipe nationale de réponse des demandes du public", "position":"National Inquiry Response Team", "hoursOfService":"0700h - 1500h EST", "contactInstructions":"email", "phones":[ { "value":"+18199972800" } ], "emails":[ { "value":"ECWeather-Meteo@ec.gc.ca" } ], "links":[ { "rel":"canonical", "type":"text/html", "href":"https://www.canada.ca/en/environment-climate-change.html" } ] } ], "keywords":[ "Atmospheric conditions", "Weather and Climate", "National (CA)", "Atmosphere" ], "wmo:dataPolicy":"core", "centre-id":"ca-eccc-msc" }, "links":[ { "href":"mqtts://everyone:everyone@gb.wis.cma.cn:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/experimental" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/experimental" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global Broker Service (br-inmet-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/experimental" }, { "href":"mqtts://everyone:everyone@wis2globalbroker.nws.noaa.gov:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from National Oceanic and Atmospheric Administration, National Weather Service, Global Broker Service (us-noaa-nws-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/weather/experimental" }, { "href":"https://eccc-msc.github.io/open-data/licence/readme_en", "type":"text/html", "rel":"license", "title":"Environment and Climate Change Canada Data Servers End-use Licence" } ], "time":{ "interval":[ "1871-01-01", ".." ] }, "generated_by":"pygeometa 0.18.dev0" }, { "id":"urn:wmo:md:cl-meteochile:synop-onehours", "conformsTo":[ "http://wis.wmo.int/spec/wcmp/2/conf/core" ], "type":"Feature", "time":{ "interval":[ "2025-09-30", ".." ], "resolution":"PT1H" }, "geometry":{ "type":"Polygon", "coordinates":[ [ [ -110.6443953111655, -17.580011895419332 ], [ -66.95992000000001, -17.580011895419332 ], [ -66.95992000000001, -55.61183 ], [ -110.6443953111655, -55.61183 ], [ -110.6443953111655, -17.580011895419332 ] ] ] }, "properties":{ "type":"dataset", "identifier":"urn:wmo:md:cl-meteochile:synop-onehours", "title":"Hourly synoptic observations from fixed-land stations (SYNOP) (cl-meteochile)", "description":"Synoptic observations every 1 hours according to the TM307091 BUFR template. The following stations are included\n0-152-0-170001\t\tVisviri Tenencia\tArica y Parinacota\t4,084\tDirección Meteorológica de Chile\t\n0-20000-0-85406\t\tChacalluta, Arica Ap.\tArica y Parinacota\t51\tDirección Meteorológica de Chile\t\n0-152-0-180017\t\tPutre\tArica y Parinacota\t3,532\tDirección Meteorológica de Chile\t\n0-152-0-180018\t\tDefensa Civil, Arica\tArica y Parinacota\t71\tDirección Meteorológica de Chile\t\n0-152-2-180031\t80\tLago Chungará\tArica y Parinacota\t4,570\tInstituto de Investigación Agropecuaria\t225771000\n0-152-2-180041\t76\tCodpa\tArica y Parinacota\t1,870\tInstituto de Investigación Agropecuaria\t225771000\n0-152-0-180042\t\tCerro Sombrero, Arica\tArica y Parinacota\t122\tDirección Meteorológica de Chile\t\n0-152-2-180047\t81\tAzapa Alto\tArica y Parinacota\t838\tInstituto de Investigación Agropecuaria\t225771000\n0-20000-0-85418\t\tDiego Aracena Iquique Ap.\tTarapacá\t48\tDirección Meteorológica de Chile\t\n0-152-0-200010\t\tUNAP (Universidad Arturo Prat), Iquique\tTarapacá\t30\tDirección Meteorológica de Chile\t\n0-152-0-210901\t\tOllagüe\tAntofagasta\t3,708\tDirección Meteorológica de Chile\t\n0-20000-0-85432\t\tEl Loa, Calama Ad.\tAntofagasta\t2,326\tDirección Meteorológica de Chile\t\n0-152-0-230002\t\tUniversidad Católica del Norte, Antofagasta\tAntofagasta\t31\tDirección Meteorológica de Chile\t\n0-152-0-230004\t\tToconao\tAntofagasta\t2,495\tDirección Meteorológica de Chile\t\n0-152-0-230022\t\tMejillones\tAntofagasta\t31\tDirección Meteorológica de Chile\t\n0-20000-0-85469\t\tMataveri Isla de Pascua Ap.\tValparaíso\t69\tDirección Meteorológica de Chile\t\n0-20000-0-85467\t\tDesierto de Atacama, Caldera Ad.\tAtacama\t204\tDirección Meteorológica de Chile\t\n0-152-0-270009\t\tCopiapó Universidad de Atacama\tAtacama\t362\tDirección Meteorológica de Chile\t\n0-152-0-280010\t\tFreirina Nicolasa\tAtacama\t156\tDirección Meteorológica de Chile\t\n0-152-2-280021\t65\tCE Huasco\tAtacama\t470\tInstituto de Investigación Agropecuaria\t225771000\n0-20000-0-85488\t\tLa Florida, La Serena Ad.\tCoquimbo\t146\tDirección Meteorológica de Chile\t\n0-152-0-300024\t\tOvalle Escuela Agrícola\tCoquimbo\t310\tDirección Meteorológica de Chile\t\n0-152-2-300043\t64\tAlgarrobo Bajo\tCoquimbo\t80\tInstituto de Investigación Agropecuaria\t225771000\n0-152-0-300046\t\tVicuña, Parque Los Pimientos\tCoquimbo\t642\tDirección Meteorológica de Chile\t\n0-152-0-300047\t\tMonte Patria, Municipalidad\tCoquimbo\t406\tDirección Meteorológica de Chile\t\n0-152-0-310024\t\tLiceo Samuel Román Rojas (Combarbalá)\tCoquimbo\t936\tDirección Meteorológica de Chile\t\n0-152-0-310040\t\tVivero Conaf, Illapel\tCoquimbo\t333\tDirección Meteorológica de Chile\t\n0-152-0-310044\t\tSalamanca Pisco Capel\tCoquimbo\t516\tDirección Meteorológica de Chile\t\n0-152-0-320019\t\tSan Felipe Escuela Agrícola\tValparaíso\t662\tDirección Meteorológica de Chile\t\n0-152-0-320041\t\tViña del Mar Ad. (Torquemada)\tValparaíso\t140\tDirección Meteorológica de Chile\t\n0-152-0-320045\t\tLlay Llay, Las Peñas\tValparaíso\t423\tDirección Meteorológica de Chile\t\n0-152-0-320049\t\tChincolco Liceo agrícola\tValparaíso\t665\tDirección Meteorológica de Chile\t\n0-152-0-320056\t\tQuintero, Climatológica\tValparaíso\t5\tDirección Meteorológica de Chile\t\n0-152-0-320063\t\tZapallar Catapilco\tValparaíso\t81\tDirección Meteorológica de Chile\t\n0-152-2-320116\t221\tQuilimari\tCoquimbo\t27\tInstituto de Investigación Agropecuaria\t225771000\n0-152-0-330006\t\tJardín Botánico (ex Parque Fauna), Viña del Mar\tValparaíso\t50\tDirección Meteorológica de Chile\t\n0-152-0-330007\t\tRodelillo, Ad.\tValparaíso\t335\tDirección Meteorológica de Chile\t\n0-20000-0-85577\t\tQuinta Normal, Santiago\tMetropolitana de Santiago\t520\tDirección Meteorológica de Chile\t\n0-20000-0-85574\t\tPudahuel Santiago\tMetropolitana de Santiago\t474\tDirección Meteorológica de Chile\t\n0-152-2-330026\t4\tLa Platina ( INIA )\tMetropolitana de Santiago\t630\tInstituto de Investigación Agropecuaria\t225771000\n0-20000-0-85586\t\tSanto Domingo, Ad.\tValparaíso\t77\tDirección Meteorológica de Chile\t\n0-20000-0-85585\t\tJuan Fernández, Estación Meteorológica.\tValparaíso\t40\tDirección Meteorológica de Chile\t\n0-152-0-330071\t\tTalagante\tMetropolitana de Santiago\t390\tDirección Meteorológica de Chile\t\n0-152-0-330075\t\tRío Clarillo\tMetropolitana de Santiago\t876\tDirección Meteorológica de Chile\t\n0-152-0-330076\t\tChorombo Hacienda\tMetropolitana de Santiago\t145\tDirección Meteorológica de Chile\t\n0-152-0-330077\t\tEl Colorado\tMetropolitana de Santiago\t2,750\tDirección Meteorológica de Chile\t\n0-152-0-330081\t\tPolpaico\tMetropolitana de Santiago\t547\tDirección Meteorológica de Chile\t\n0-152-0-330112\t\tSan José Guayacán\tMetropolitana de Santiago\t928\tDirección Meteorológica de Chile\t\n0-152-0-330113\t\tEl Paico\tMetropolitana de Santiago\t275\tDirección Meteorológica de Chile\t\n0-152-0-330114\t\tSan Pablo - DASA\tMetropolitana de Santiago\t490\tDirección Meteorológica de Chile\t\n0-152-0-330118\t\tLo Pinto\tMetropolitana de Santiago\t512\tDirección Meteorológica de Chile\t\n0-152-0-330121\t\tCuracaví Ad.\tMetropolitana de Santiago\t203\tDirección Meteorológica de Chile\t\n0-152-0-330122\t\tAguas Andinas, La Florida\tMetropolitana de Santiago\t670\tDirección Meteorológica de Chile\t\n0-152-2-330141\t162\tRinconada - U. de Chile\tMetropolitana de Santiago\t462\tInstituto de Investigación Agropecuaria\t225771000\n0-152-0-330160\t\tEl Milagro, Buin\tMetropolitana de Santiago\t460\tDirección Meteorológica de Chile\t\n0-152-0-330161\t\tSan Antonio, Lo Zarate\tValparaíso\t103\tDirección Meteorológica de Chile\t\n0-152-0-330162\t\tColina (Reg.)\tMetropolitana de Santiago\t755\tDirección Meteorológica de Chile\t\n0-152-0-330163\t\tPeldehue Ad.\tMetropolitana de Santiago\t670\tDirección Meteorológica de Chile\t\n0-152-2-330189\t213\tColliguay\tValparaíso\t500\tInstituto de Investigación Agropecuaria\t225771000\n0-20000-0-85629\t\tGeneral Freire, Curicó Ad.\tDel Maule\t220\tDirección Meteorológica de Chile\t\n0-152-0-340045\t\tRancagua\tDel Libertador Gral. Bernardo O'Higgins\t482\tDirección Meteorológica de Chile\t\n0-152-0-340048\t\tQuimávida\tDel Libertador Gral. Bernardo O'Higgins\t316\tDirección Meteorológica de Chile\t\n0-152-0-340066\t\tNilahue - La Quebrada\tDel Libertador Gral. Bernardo O'Higgins\t81\tDirección Meteorológica de Chile\t\n0-152-0-340093\t\tPortezuelo-Codelco\tDel Libertador Gral. Bernardo O'Higgins\t1,185\tDirección Meteorológica de Chile\t\n0-152-0-340115\t\tPichilemu aeródromo\tDel Libertador Gral. Bernardo O'Higgins\t25\tDirección Meteorológica de Chile\t\n0-152-0-350028\t\tPanguilemo\tDel Maule\t119\tDirección Meteorológica de Chile\t\n0-152-0-350901\t\tEscuela de Artillería Linares\tDel Maule\t160\tDirección Meteorológica de Chile\t\n0-20000-0-85672\t\tGeneral Bernardo O'Higgins, Chillán Ad.\tDe Ñuble\t152\tDirección Meteorológica de Chile\t\n0-20000-0-85682\t\tCarriel Sur, Concepción Ap.\tDel Biobío\t8\tDirección Meteorológica de Chile\t\n0-152-0-360046\t\tChillán Mayulermo\tDe Ñuble\t397\tDirección Meteorológica de Chile\t\n0-152-0-360047\t\tRetiro Copihue\tDel Maule\t162\tDirección Meteorológica de Chile\t\n0-152-0-360097\t\tLiceo Polivalente San Nicolás\tDe Ñuble\t118\tDirección Meteorológica de Chile\t\n0-152-0-370033\t\tMaría Dolores, Los Angeles Ad.\tDel Biobío\t114\tDirección Meteorológica de Chile\t\n0-152-0-370036\t\tEl Huertón liceo agrícola, Los Ángeles\tDel Biobío\t173\tDirección Meteorológica de Chile\t\n0-152-0-370067\t\tAngol, Húsares\tDe La Araucanía\t69\tDirección Meteorológica de Chile\t\n0-20000-0-85743\t\tMaquehue, Temuco Ad.\tDe La Araucanía\t93\tDirección Meteorológica de Chile\t\n0-20000-0-85744\t\tLa Araucanía Ad.\tDe La Araucanía\t98\tDirección Meteorológica de Chile\t\n0-152-0-380032\t\tRucamanque-UFRO\tDe La Araucanía\t344\tDirección Meteorológica de Chile\t\n0-152-0-380033\t\tMaquehue-UFRO\tDe La Araucanía\t74\tDirección Meteorológica de Chile\t\n0-152-2-380035\t145\tSurco y Semilla\tDe La Araucanía\t379\tInstituto de Investigación Agropecuaria\t225771000\n81 0-152-2-380049\t143\tSta. Ines\tDe La Araucanía\t263\tInstituto de Investigación Agropecuaria\t225771000\n82 0-152-2-380054\t18\tTranapuente\tDe La Araucanía\t64\tInstituto de Investigación Agropecuaria\t225771000\n83 0-152-0-380063\t\tVictoria (Reg.)\tDe La Araucanía\t336\tDirección Meteorológica de Chile\t\n84 0-152-2-380072\t209\tSan Rafael\tDe La Araucanía\t173\tInstituto de Investigación Agropecuaria\t225771000\n85 0-152-2-380076\t239\tCollimallin\tDe La Araucanía\t60\tInstituto de Investigación Agropecuaria\t225771000\n86 0-152-0-380080\t\tLequecahue Tirúa Ad.\tDel Biobío\t152\tDirección Meteorológica de Chile\t\n 0-152-0-380082\t\tIsla Mocha Ad.\tDel Biobío\t6\tDirección Meteorológica de Chile\t\n88 0-20000-0-85766\t\tPichoy, Valdivia Ad.\tDe Los Ríos\t18\tDirección Meteorológica de Chile\t\n89 0-152-0-390028\t\tVillarrica\tDe La Araucanía\t393\tDirección Meteorológica de Chile\t\n90 0-152-0-390043\t\tCorral ESSAL\tDe Los Ríos\t24\tDirección Meteorológica de Chile\t\n 0-152-0-390056\t\tPucón Aeródromo\tDe La Araucanía\t268\tDirección Meteorológica de Chile\t\n92 0-20000-0-85782\t\tCañal Bajo, Osorno Ad.\tDe Los Lagos\t57\tDirección Meteorológica de Chile\t\n93 0-20000-0-85799\t\tEl Tepual Puerto Montt Ap.\tDe Los Lagos\t90\tDirección Meteorológica de Chile\t\n94 0-152-0-410027\t\tEscuela Mirasol, Puerto Montt\tDe Los Lagos\t100\tDirección Meteorológica de Chile\t\n95 0-152-0-410040\t\tPuerto Varas ESSAL\tDe Los Lagos\t70\tDirección Meteorológica de Chile\t\n96 0-152-0-420015\t\tNueva Chaitén\tDe Los Lagos\t26\tDirección Meteorológica de Chile\t\n97 0-152-0-430001\t\tQuellón Ad.\tDe Los Lagos\t13\tDirección Meteorológica de Chile\t\n98 0-20000-0-85832\t\tFutaleufú Ad.\tDe Los Lagos\t350\tDirección Meteorológica de Chile\t\n99 0-152-0-450001\t\tPuerto Aysén Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t10\tDirección Meteorológica de Chile\t\n100 0-20000-0-85864\t\tTeniente Vidal, Coyhaique Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t299\tDirección Meteorológica de Chile\t\n101 0-20000-0-85874\t\tBalmaceda Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t517\tDirección Meteorológica de Chile\t\n102 0-20000-0-85892\t\tLord Cochrane Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t196\tDirección Meteorológica de Chile\t\n103 0-152-0-510005\t\tTeniente Gallardo, Puerto Natales Ad.\tMagallanes y de la Antártica Chilena\t69\tDirección Meteorológica de Chile\t\n 0-152-0-510020\t\tRío Serrano, Torres del Paine\tMagallanes y de la Antártica Chilena\t22\tDirección Meteorológica de Chile\t\n105 0-20000-0-85934\t\tCarlos Ibañez, Punta Arenas Ap.\tMagallanes y de la Antártica Chilena\t43\tDirección Meteorológica de Chile\t\n106 0-152-0-520012\t\tInstituto de la Patagonia (Jorge Schytte)\tMagallanes y de la Antártica Chilena\t11\tDirección Meteorológica de Chile\t\n107 0-152-0-520014\t\tPunta Arenas Unidad Aeropolicial\tMagallanes y de la Antártica Chilena\t53\tDirección Meteorológica de Chile\t\n108 0-152-0-520015\t\tMagallanes Villa Tehuelche\tMagallanes y de la Antártica Chilena\t176\tDirección Meteorológica de Chile\t\n109 0-152-0-520030\t\tCerro Sombrero, Estrecho de Magallanes\tMagallanes y de la Antártica Chilena\t64\tDirección Meteorológica de Chile\t\n110 0-152-0-530008\t\tEscuela Alberto Hurtado\tMagallanes y de la Antártica Chilena\t60\tDirección Meteorológica de Chile\t\n111 0-152-0-540008\t\tPampa Guanaco, Tierra del Fuego\tMagallanes y de la Antártica Chilena\t150\tDirección Meteorológica de Chile\t\n112 0-20000-0-85968\t\tGuardiamarina Zañartu, Pto Williams Ad.\tMagallanes y de la Antártica Chilena\t12\tDirección Meteorológica de Chile\t\n113 0-20000-0-89056\t\tC.M.A. Eduardo Frei Montalva, Antártica\tMagallanes y de la Antártica Chilena\t45\tDirección Meteorológica de Chile\t\n", "keywords":[ "observations", "temperature", "visibility", "precipitation", "pressure", "clouds", "snow depth", "evaporation", "radiation", "wind", "total sunshine", "humidity" ], "themes":[ { "concepts":[ { "id":"weather", "title":"Weather" } ], "scheme":"http://codes.wmo.int/wis/topic-hierarchy/earth-system-discipline" } ], "contacts":[ { "organization":"Dirección Meteorológica de Chile", "emails":[ { "value":"llazcano@dgac.gob.cl" } ], "addresses":[ { "country":"CHL" } ], "links":[ { "rel":"about", "href":"https://climatologia.meteochile.gob.cl", "type":"text/html" } ], "roles":[ "host" ], "phones":[ { "value":"+56971899611" } ] } ], "created":"2025-09-30T12:10:53Z", "updated":"2025-09-30T12:10:53Z", "wmo:dataPolicy":"core", "id":"urn:wmo:md:cl-meteochile:synop-onehours", "centre-id":"cl-meteochile" }, "links":[ { "href":"mqtts://everyone:everyone@gb.wis.cma.cn:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global Broker Service (br-inmet-global-broker)" }, { "href":"mqtts://everyone:everyone@wis2globalbroker.nws.noaa.gov:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/weather/surface-based-observations/synop", "title":"Notifications from National Oceanic and Atmospheric Administration, National Weather Service, Global Broker Service (us-noaa-nws-global-broker)" } ] }, { "id":"urn:wmo:md:cl-meteochile:climat-monthly", "conformsTo":[ "http://wis.wmo.int/spec/wcmp/2/conf/core" ], "type":"Feature", "time":{ "interval":[ "2025-09-30", ".." ], "resolution":"P1M" }, "geometry":{ "type":"Polygon", "coordinates":[ [ [ -110.6443953111655, -17.580011895419332 ], [ -66.95992000000001, -17.580011895419332 ], [ -66.95992000000001, -55.61183 ], [ -110.6443953111655, -55.61183 ], [ -110.6443953111655, -17.580011895419332 ] ] ] }, "properties":{ "type":"dataset", "identifier":"urn:wmo:md:cl-meteochile:climat-monthly", "title":"Monthly values from land stations (CLIMAT)", "description":"The bulletin collects CLIMAT reports: FM 71 XII (CLIMAT, Report of surface observation from a fixed land station). 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"rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/climate/surface-based-observations/monthly", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/climate/surface-based-observations/monthly", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/climate/surface-based-observations/monthly", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "name":"origin/a/wis2/cl-meteochile/data/core/climate/surface-based-observations/monthly", "rel":"items", "channel":"cache/a/wis2/cl-meteochile/data/core/climate/surface-based-observations/monthly", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global 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"identifier":"urn:wmo:md:cl-meteochile:synop-trihours", "title":"Hourly synoptic observations from fixed-land stations (SYNOP) (cl-meteochile)", "description":"Synoptic observations every 3 hours according to the TM307080 BUFR template The following stations are included.\n0-20000-0-85406\t\tChacalluta, Arica Ap.\tArica y Parinacota\t51\tDirección Meteorológica de Chile\t\n0-20000-0-85418\t\tDiego Aracena Iquique Ap.\tTarapacá\t48\tDirección Meteorológica de Chile\t\n0-20000-0-85432\t\tEl Loa, Calama Ad.\tAntofagasta\t2,326\tDirección Meteorológica de Chile\t\n0-20000-0-85442\t\tCerro Moreno Antofagasta Ap.\tAntofagasta\t139\tDirección Meteorológica de Chile\t\n0-20000-0-85469\t\tMataveri Isla de Pascua Ap.\tValparaíso\t69\tDirección Meteorológica de Chile\t\n0-20000-0-85467\t\tDesierto de Atacama, Caldera Ad.\tAtacama\t204\tDirección Meteorológica de Chile\t\n0-20000-0-85488\t\tLa Florida, La Serena Ad.\tCoquimbo\t146\tDirección Meteorológica de Chile\t\n0-20000-0-85577\t\tQuinta Normal, Santiago\tMetropolitana de Santiago\t520\tDirección Meteorológica de Chile\t\n0-20000-0-85574\t\tPudahuel Santiago\tMetropolitana de Santiago\t474\tDirección Meteorológica de Chile\t\n0-20000-0-85586\t\tSanto Domingo, Ad.\tValparaíso\t77\tDirección Meteorológica de Chile\t\n0-20000-0-85585\t\tJuan Fernández, Estación Meteorológica.\tValparaíso\t40\tDirección Meteorológica de Chile\t\n0-20000-0-85629\t\tGeneral Freire, Curicó Ad.\tDel Maule\t220\tDirección Meteorológica de Chile\t\n0-20000-0-85672\t\tGeneral Bernardo O'Higgins, Chillán Ad.\tDe Ñuble\t152\tDirección Meteorológica de Chile\t\n0-20000-0-85682\t\tCarriel Sur, Concepción Ap.\tDel Biobío\t8\tDirección Meteorológica de Chile\t\n0-20000-0-85743\t\tMaquehue, Temuco Ad.\tDe La Araucanía\t93\tDirección Meteorológica de Chile\t\n0-20000-0-85744\t\tLa Araucanía Ad.\tDe La Araucanía\t98\tDirección Meteorológica de Chile\t\n0-20000-0-85766\t\tPichoy, Valdivia Ad.\tDe Los Ríos\t18\tDirección Meteorológica de Chile\t\n0-20000-0-85782\t\tCañal Bajo, Osorno Ad.\tDe Los Lagos\t57\tDirección Meteorológica de Chile\t\n0-20000-0-85799\t\tEl Tepual Puerto Montt Ap.\tDe Los Lagos\t90\tDirección Meteorológica de Chile\t\n0-20000-0-85832\t\tFutaleufú Ad.\tDe Los Lagos\t350\tDirección Meteorológica de Chile\t\n0-20000-0-85864\t\tTeniente Vidal, Coyhaique Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t299\tDirección Meteorológica de Chile\t\n0-20000-0-85874\t\tBalmaceda Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t517\tDirección Meteorológica de Chile\t\n0-20000-0-85886\t\tChile Chico Ad.\tAysén del Gral. Carlos Ibáñez del Campo\t311\tDirección Meteorológica de Chile\t\n0-20000-0-85892\t\tLord Cochrane Ad.\tAysén del Gral. 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Climate projections vary across GCMs due to differences in the representation and approximation of earth systems and processes, and natural variability and uncertainty regarding future climate drivers. Thus, there is no single best climate model. Rather, using results from an ensemble of models (e.g., taking the average) is best practice, as an ensemble takes model uncertainty into account and provides more reliable climate projections. Provided on Canadian Climate Data and Scenarios (CCDS) are four types of products based on the CMIP6 multi-model ensembles: time series datasets and plots, maps and associated datasets, tabular datasets, and global gridded datasets. Monthly, seasonal, and annual ensembles are available for up to six Shared Socioeconomic Pathways (SSPs) (SSP1-1.9, SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP4-6.0, and SSP5-8.5), four future periods (near-term (2021-2040), mid-term (2041-2060 and 2061-2080), end of century (2081-2100)), and up to five percentiles (5th, 25th, 50th (median), 75th, and 95th) of the CMIP6 ensemble distribution. The number of models in each ensemble differs according to model availability for each SSP and variable, see the model list resource for details on the models included in each ensemble. The majority of products show projected changes expressed as anomalies according to a historical reference period of 1995-2014. The products provided include global, national, and provincial/territorial datasets and graphics. 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Multi-model ensembles of modelled output (actual value) and projected change (anomaly) are available for historical simulations and three emission scenarios at a 1x1 degree grid resolution. Projected changes are expressed as anomalies with respect to the reference period of 1986-2005. 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These are surface weather stations that produce hourly meteorological observations, taken each hour of the day. Only a subset of the total stations found on Environment and Climate Change Canada’s Historical Climate Data Page is shown due to size limitations.The priorities for inclusion are as follows: stations in cities with populations of 10000+, stations that are Regional Basic Climatological Network status and stations with 30+ years of data.", "themes":[ { "concepts":[ { "id":"Climate" }, { "id":"Climate archives" }, { "id":"Climate change" } ], "scheme":"https://canada.multites.net/cst/EAEAD1E6-7DD2-4997-BE7F-40BFB1CBE8A2/CST20230912.rdf" }, { "concepts":[ { "id":"climate" } ], "scheme":"https://codes.wmo.int/wis/topic-hierarchy/earth-system-discipline" } ], "type":"dataset", "language":{ "code":"en" }, "created":"2022-03-09T00:00:00Z", "rights":"Open Government Licence - Canada (https://open.canada.ca/en/open-government-licence-canada)", "contacts":[ { "addresses":[ { "deliveryPoint":[ "77 Westmorland Street, suite 260" ], "city":"Fredericton", "administrativeArea":"New Brunswick", "postalCode":"E3B 6Z4", "country":"Canada" } ], "roles":[ "host" ], "organization":"Government of Canada; Environment and Climate Change Canada; Meteorological Service of Canada", "name":"National Inquiry Response Team / Équipe nationale de réponse des demandes du public", "position":"National Inquiry Response Team", "hoursOfService":"0700h - 1500h EST", "contactInstructions":"email", "phones":[ { "value":"+18199972800" } ], "emails":[ { "value":"ECWeather-Meteo@ec.gc.ca" } ], "links":[ { "rel":"canonical", "type":"text/html", "href":"https://www.canada.ca/en/environment-climate-change.html" } ] } ], "keywords":[ "Weather and Climate", "National (CA)", "Atmosphere" ], "wmo:dataPolicy":"core", "centre-id":"ca-eccc-msc" }, "links":[ { "href":"https://api.weather.gc.ca/collections/climate-hourly/items/", "type":"application/geo+json", "rel":"items", "title":"climate-hourly" }, { "href":"mqtts://everyone:everyone@gb.wis.cma.cn:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from China Meteorological Administration, Global Broker Service (cn-cma-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/climate/surface-based-observations/sub-daily" }, { "href":"mqtts://everyone:everyone@globalbroker.meteo.fr:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Météo-France, Global Broker Service (fr-meteofrance-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/climate/surface-based-observations/sub-daily" }, { "href":"mqtts://everyone:everyone@globalbroker.inmet.gov.br:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from Instituto Nacional de Meteorologia (Brazil), Global Broker Service (br-inmet-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/climate/surface-based-observations/sub-daily" }, { "href":"mqtts://everyone:everyone@wis2globalbroker.nws.noaa.gov:8883", "type":"application/geo+json", "rel":"items", "title":"Notifications from National Oceanic and Atmospheric Administration, National Weather Service, Global Broker Service (us-noaa-nws-global-broker)", "channel":"cache/a/wis2/ca-eccc-msc/data/core/climate/surface-based-observations/sub-daily" }, { "href":"https://eccc-msc.github.io/open-data/licence/readme_en", "type":"text/html", "rel":"license", "title":"Environment and Climate Change Canada Data Servers End-use Licence" } ], "time":{ "interval":[ "1953-01-01", ".." ] }, "generated_by":"pygeometa 0.18.dev0" }, { "id":"urn:wmo:md:ca-eccc-msc:f73d6939-912a-4add-a291-c233fc5d1946", "conformsTo":[ "http://wis.wmo.int/spec/wcmp/2/conf/core" ], "type":"Feature", "geometry":{ "type":"Polygon", "coordinates":[ [ [ -141.01, 41.67 ], [ -141.01, 83.12 ], [ -52.62, 83.12 ], [ -52.62, 41.67 ], [ -141.01, 41.67 ] ] ] }, "properties":{ "title":"Statistically downscaled climate scenarios from CMIP6 global climate models (CanDCS-U6)", "description":"Environment and Climate Change Canada’s (ECCC) Climate Research Division (CRD) and the Pacific Climate Impacts Consortium (PCIC) previously produced statistically downscaled climate scenarios based on simulations from climate models that participated in the Coupled Model Intercomparison Project phase 5 (CMIP5) in 2015. ECCC and PCIC have now updated the CMIP5-based downscaled scenarios with two new sets of downscaled scenarios based on the next generation of climate projections from the Coupled Model Intercomparison Project phase 6 (CMIP6). The scenarios are named Canadian Downscaled Climate Scenarios–Univariate method from CMIP6 (CanDCS-U6) and Canadian Downscaled Climate Scenarios–Multivariate method from CMIP6 (CanDCS-M6). CMIP6 climate projections are based on both updated global climate models and new emissions scenarios called “Shared Socioeconomic Pathways” (SSPs). Statistically downscaled datasets have been produced from 26 CMIP6 global climate models (GCMs) under three different emission scenarios (i.e., SSP1-2.6, SSP2-4.5, and SSP5-8.5). The CanDCS-U6 was downscaled using the Bias Correction/Constructed Analogues with Quantile mapping version 2 (BCCAQv2) procedure, and the CanDCS-M6 was downscaled using the N-dimensional Multivariate Bias Correction (MBCn) method. The CanDCS-U6 dataset was produced using the same downscaling target data (NRCANmet) as the CMIP5-based downscaled scenarios, while the CanDCS-M6 dataset implements a new target dataset (ANUSPLIN and PNWNAmet blended dataset). Statistically downscaled individual model output are available for download. 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