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Easily deploy a workflow that produces a monthly high resolution, ensemble river discharge forecast for a river basin of interest.

This workflow produces a monthly high resolution, ensemble river discharge forecast for a river basin of interest. It build upon locally developed tools, and combines these in a workflow that is deployed in the cloud. The workflow uses the global ERA5 re-analysis product and SEAS5 seasonal meteorological forecasts from the Copernicus Climate Data Store as input for the wflow_sbm hydrological model. The input data is automatically downloaded for the model domain, resampled to the required model grid, and runs a 50-member ensemble forecast simulation. This workflow is triggered every month when new SEAS5 forecasts become available.""" ;
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    <http://w3id.org/ro-id/rohub/model#enrichmentSubject> <https://w3id.org/ro-id/enrichment/0d5fb1bd-1dc9-4149-bf39-ea84a5e82969> , <https://w3id.org/ro-id/enrichment/0d7161e0-e2e1-4442-ba96-ef52e1688e72> , <https://w3id.org/ro-id/enrichment/0f82e611-bbc4-4194-a2c3-784498e1a791> , <https://w3id.org/ro-id/enrichment/22806ff6-52b7-406f-b135-89b1d8d38db0> , <https://w3id.org/ro-id/enrichment/278cce3f-6e24-40fc-b3c4-ef0887a593ac> , <https://w3id.org/ro-id/enrichment/3109bee4-26e4-4a0a-bfef-206ccd9269a2> , <https://w3id.org/ro-id/enrichment/3abf7b69-1bfc-46f6-8540-9009a2a81dcb> , <https://w3id.org/ro-id/enrichment/42094d4e-73d6-408c-ae61-829ba6ced406> , <https://w3id.org/ro-id/enrichment/50b7623f-21a4-4b8f-bd1e-33feb9aff16a> , <https://w3id.org/ro-id/enrichment/58338f29-50b3-47b4-ba51-817d27b9fcde> , <https://w3id.org/ro-id/enrichment/70ec8e2c-3837-42b5-b077-f03d3577f14e> , <https://w3id.org/ro-id/enrichment/73264a56-5b73-4e45-bccd-dca2610436ea> , <https://w3id.org/ro-id/enrichment/75631efd-fcb5-4920-a7e5-a4500151fbf4> , <https://w3id.org/ro-id/enrichment/85230afc-1941-429d-88f6-3e8178f3bc5e> , <https://w3id.org/ro-id/enrichment/891eea5d-2d40-4878-bfc1-e472f0d80ae6> , <https://w3id.org/ro-id/enrichment/8a0e961e-7b2a-4ba4-b0c5-7ed6a3be91e6> , <https://w3id.org/ro-id/enrichment/8c273e41-c51b-46c1-a534-d960fd45a3b6> , <https://w3id.org/ro-id/enrichment/8cc90d70-4aa1-4dee-ba3f-f69a67d66a0a> , <https://w3id.org/ro-id/enrichment/93c7809a-5df6-4384-9ae0-4c53b1e42d4e> , <https://w3id.org/ro-id/enrichment/9578ba4d-33b4-4628-ba86-e43a48840c23> , <https://w3id.org/ro-id/enrichment/9b8eccc1-099b-4d84-a5f5-506b053e11e9> , <https://w3id.org/ro-id/enrichment/a00a8281-ef56-4ec6-b4f7-d40805e4ad43> , <https://w3id.org/ro-id/enrichment/aa42bedc-8839-4971-95ca-d0ca53981344> , <https://w3id.org/ro-id/enrichment/aac1f225-4257-4c36-82f7-b638405fc14b> , <https://w3id.org/ro-id/enrichment/b251d80a-28c5-4c00-afbc-4d175bcaf93c> , <https://w3id.org/ro-id/enrichment/ba58563c-a1f5-45ff-8759-164f3ad58b73> , <https://w3id.org/ro-id/enrichment/bc8ba4b5-6bf4-44e5-9b77-de5e5f5a1fe9> , <https://w3id.org/ro-id/enrichment/c366f59d-c722-41e4-9d05-08c924323fca> , <https://w3id.org/ro-id/enrichment/c68968e7-fe35-4c50-b38d-21115aa2e81e> , <https://w3id.org/ro-id/enrichment/dd53ba8a-3096-4f7a-a7ba-c6b462da8f2a> , <https://w3id.org/ro-id/enrichment/de00b11c-1ec7-44b2-8f2f-e4e0ae9fdbdc> , <https://w3id.org/ro-id/enrichment/e5eb76e8-92be-462c-9ff9-c00c72f5aa06> , <https://w3id.org/ro-id/enrichment/f23250fe-6c1a-4280-bf2e-8a9257d70124> , <https://w3id.org/ro-id/enrichment/f24cae1f-5693-4c45-99dd-05349ba43876> , <https://w3id.org/ro-id/enrichment/f440d6b2-e7d5-4701-8dbc-04adf63eb2c7> , <https://w3id.org/ro-id/enrichment/fd79c729-ee9d-4552-bfe4-7c9ce859a559> , <https://w3id.org/ro-id/enrichment/ffa6b832-1e8f-49fd-8ee0-4f5bf9ae5bae> ;
    <http://www.opengis.net/ont/geosparql#hasGeometry> <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/4c63064d-7e64-44fe-ba31-65400077ebb2> ;
    a <http://purl.org/wf4ever/ro#ResearchObject> , <http://purl.org/wf4ever/roevo#LiveRO> , <http://purl.org/wf4ever/wf4ever#WorkflowResearchObject> , schema:Dataset ;
    <https://w3id.org/ro/terms/earth-science#template> "https://w3id.org/ro/terms/earth-science#WorkflowCentricResearchObjectTemplate" ;
    <https://www.w3.org/ns/iana/link-relations/relation#cite-as> "Buitink, Joost, Jaap Langemeijer, Bjorn Backeberg, and Frederiek Sperna Weiland. \"C-SCALE Workflow Solution: Automated monthly river forecasts using Wflow.\" ROHub. Apr 14 ,2023. https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3." .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/48e548f7-dfc4-4af7-9b72-22d77c1b4f3a> a <http://w3id.org/ro-id/rohub/model#community> .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/4c63064d-7e64-44fe-ba31-65400077ebb2> <http://www.opengis.net/ont/geosparql#asWKT> "POINT (4.38106119632721 51.986148773826365)" ;
    a <http://www.opengis.net/ont/geosparql#Geometry> , <http://www.opengis.net/ont/sf#Point> .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/0f45109f-f718-41b0-af2c-bf80b098ca95> schema:hasPart <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/21172e38-29b1-473a-a5eb-a9377aca4058> , <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/7655164a-dc83-47c5-b2b4-daa723586868> ;
    schema:name "datasets" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/21172e38-29b1-473a-a5eb-a9377aca4058> schema:name "inputs" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/42002a3a-8485-4e4c-9e32-4d4fb39e12f5> schema:name "nested" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/7655164a-dc83-47c5-b2b4-daa723586868> schema:name "results" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/8860f889-1bbf-4835-b566-ebbe383fc7ed> schema:name "biblio" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/ba0b5cfc-d598-4aad-bb8c-1d87c4982282> schema:name "config" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/c0a185f3-ad66-443b-8d7f-1fef8f841e6f> schema:name "components" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/d350863b-4526-4bee-98d4-da55533d3eb2> schema:hasPart <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/42002a3a-8485-4e4c-9e32-4d4fb39e12f5> , <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/c0a185f3-ad66-443b-8d7f-1fef8f841e6f> , <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/dd8e8a6a-edd9-413b-b6cd-de276df7d136> ;
    schema:name "workflows" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/folders/dd8e8a6a-edd9-413b-b6cd-de276df7d136> schema:name "main" ;
    a <http://purl.org/wf4ever/wf4ever#Folder> , schema:Dataset .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/resources/7e8eb4ab-3f39-442f-b13e-7d0ba08f41a6> schema:author <mailto:joost.buitink@deltares.nl> ;
    schema:contentSize 104875 ;
    schema:contentUrl "https://api.rohub.org/api/resources/7e8eb4ab-3f39-442f-b13e-7d0ba08f41a6/download/" ;
    schema:creator <mailto:joost.buitink@deltares.nl> ;
    schema:dateCreated "2023-04-14 07:56:44.540254+00:00" ;
    schema:dateModified "2023-04-14 07:56:45.760780+00:00" ;
    schema:encodingFormat "image/png" ;
    schema:license <https://choosealicense.com/no-permission/> ;
    schema:name "workflow.png" ;
    schema:sdDatePublished "2023-04-14 07:56:44.540254+00:00" ;
    a <http://purl.org/wf4ever/roterms#Sketch> , <http://purl.org/wf4ever/wf4ever#Resource> , schema:MediaObject .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/resources/9b7944f1-e094-4825-907d-90adbb278d1e> schema:author <mailto:joost.buitink@deltares.nl> ;
    schema:contentSize 277051 ;
    schema:contentUrl "https://api.rohub.org/api/resources/9b7944f1-e094-4825-907d-90adbb278d1e/download/" ;
    schema:creator <mailto:joost.buitink@deltares.nl> ;
    schema:dateCreated "2023-04-14 07:58:58.422419+00:00" ;
    schema:dateModified "2023-04-14 07:58:59.266149+00:00" ;
    schema:encodingFormat "image/png" ;
    schema:license <https://choosealicense.com/no-permission/> ;
    schema:name "discharge_ts1.png" ;
    schema:sdDatePublished "2023-04-14 07:58:58.422419+00:00" ;
    a <http://purl.org/wf4ever/roterms#Sketch> , <http://purl.org/wf4ever/wf4ever#Resource> , schema:MediaObject .
  <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/ro-crate-metadata.json> dcterms:conformsTo <https://w3id.org/ro/crate/1.1> ;
    schema:about <https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3/> ;
    a schema:CreativeWork .
  <https://www.deltares.nl/en> a schema:Organization .
  <mailto:Frederiek.SpernaWeiland@deltares.nl> schema:email "Frederiek.SpernaWeiland@deltares.nl" ;
    schema:name "Frederiek Sperna Weiland" ;
    a foaf:Agent .
  <mailto:bjorn.backeberg@deltares.nl> schema:email "bjorn.backeberg@deltares.nl" ;
    schema:name "Bjorn Backeberg" ;
    a foaf:Agent .
  <mailto:info@deltares.nl> schema:email "info@deltares.nl" ;
    schema:name "Deltares" ;
    a foaf:Agent .
  <mailto:jaaplangemeijer@gmail.com> schema:email "jaaplangemeijer@gmail.com" ;
    schema:name "Jaap Langemeijer" ;
    a foaf:Agent .
  <mailto:joost.buitink@deltares.nl> schema:email "joost.buitink@deltares.nl" ;
    schema:name "Joost Buitink" ;
    a foaf:Agent .
  <mailto:service-account-enrichment> schema:name "service-account-enrichment" ;
    a foaf:Agent .
}