@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix pav: . @prefix rdf: . @prefix owl: . @prefix rdfg: . @prefix dce: . @prefix xsd: . @prefix rdfs: . @prefix prov: . @prefix npx: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a ; ""; "Hydrology" . a ; ""; "Applied sciences" . a ; ""; "Earth sciences" . a ; "10.13039/501100007601"; "Horizon 2020" . a , , ; ; "https://c-scale.eu/towards-automated-ensemble-discharge-forecasts-for-any-river-in-the-world-on-a-federated-compute-and-data-infrastructure/"; ; "2023-04-14 08:02:17.087465+00:00"; "2023-04-14 08:02:17.997581+00:00"; ; "C-SCALE workflow description"; "2023-04-14 08:02:17.087465+00:00" . a , , ; ; "https://github.com/c-scale-community/workflow-automated-river-forecasts"; ; "2023-04-14 08:00:29.970863+00:00"; "2023-04-14 08:09:22.993033+00:00"; ; "GitHub repository"; "2023-04-14 08:00:29.970863+00:00" . a ; ; "10.13039/501100000780::101017529"; "Copernicus - eoSC AnaLytics Engine"; "Copernicus - eoSC AnaLytics Engine" . a ; "ensemble"; "9.787234042553191"; "9.2" . a ; "C scale"; "13.170731707317072"; "8.1" . a ; "C scale"; "9.148936170212766"; "8.6" . a ; "solution"; "9.75609756097561"; "6.0" . a ; "Music"; "Arts, culture and entertainment/Arts and entertainment/Music" . a ; "Weather forecast"; "Weather/Weather forecast" . a ; "solution"; "7.0212765957446805"; "6.6" . a ; "workflow"; "28.61788617886179"; "17.6" . a ; "earth sciences"; "100.0"; "0.6513849496841431" . a ; "meteorology"; "100.0"; "7.6" . a ; "drainage basin"; "4.680851063829788"; "4.4" . a ; "ensemble river discharge"; "10.0"; "6.4" . a ; "forecast"; "11.707317073170731"; "7.2" . a ; "workflow"; "20.851063829787236"; "19.6" . a ; "river forecast"; "8.59375"; "5.5" . a ; "input file"; "3.1914893617021276"; "3.0" . a ; "high resolution"; "12.357723577235772"; "7.6" . a ; "Weather"; "Weather" . a ; "river discharge"; "10.731707317073171"; "6.6" . a ; "Rivers"; "Environment/Natural resources/Water/Rivers" . a ; "forecast"; "11.808510638297872"; "11.1" . a ; "C-scale workflow solution"; "60.15625"; "38.5" . a ; "template"; "3.617021276595745"; "3.4" . a ; "C-SCALE Workflow Solution: Automated monthly river forecasts using Wflow."; "31.550802139037433"; "17.7" . a ; "monitoring"; "5.0"; "4.7" . a ; "This workflow produces a monthly high resolution, ensemble river discharge forecast for a river basin of interest."; "26.02495543672014"; "14.6" . a ; "simulation"; "4.468085106382978"; "4.2" . a ; "geophysics"; "100.0"; "0.7751058340072632" . a ; "C-SCALE workflow solutions are intended to give users a template and reusable components to start building monitoring, modelling and forecasting applications"; "42.42424242424242"; "23.8" . a ; "high resolution"; "8.829787234042554"; "8.3" . a ; "discharge"; "7.9787234042553195"; "7.5" . a ; "ensemble"; "13.658536585365853"; "8.4" . a ; "re-analysis"; "3.617021276595745"; "3.4" . a ; "building monitoring"; "7.8125"; "5.0" . a ; "forecasting application"; "13.4375"; "8.6" . a ; "geosciences"; "100.0"; "0.7751058340072632" . a ; "geophysics"; "100.0"; "0.6513849496841431" . a ; ; "7c6a2a60-9839-4d63-b8bb-dc8ccba3e67d"; "POINT (4.38106119632721 51.986148773826365)" . a ; "4.38106119632721"; "51.986148773826365"; "POINT (4.38106119632721 51.986148773826365)" . a , , , ; , , ; ; ; "375756"^^xsd:integer; "https://api.rohub.org/api/ros/f503fc7e-9e64-40d7-8d35-490a2b358bc3/crate/download/"; , , ; ; "2023-04-14 07:48:38.439170+00:00"; "2025-10-17 20:05:03.108228+00:00"; "2023-04-14 07:48:38.439170+00:00"; """C-SCALE workflow solutions are intended to give users a template and reusable components to start building monitoring, modelling and forecasting applications 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."""; "application/ld+json"; ; ; , , , , , , , ; "https://w3id.org/ro-id/f503fc7e-9e64-40d7-8d35-490a2b358bc3"; ; "C-SCALE Workflow Solution: Automated monthly river forecasts using Wflow"; ; ; "MANUAL"; , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ; ; "https://w3id.org/ro/terms/earth-science#WorkflowCentricResearchObjectTemplate"; "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." . a . a , ; "POINT (4.38106119632721 51.986148773826365)" . a , ; , ; "datasets" . a , ; "inputs" . a , ; "nested" . a , ; "results" . a , ; "biblio" . a , ; "config" . a , ; "components" . a , ; , , ; "workflows" . a , ; "main" . a , , ; ; "104875"^^xsd:integer; "https://api.rohub.org/api/resources/7e8eb4ab-3f39-442f-b13e-7d0ba08f41a6/download/"; ; "2023-04-14 07:56:44.540254+00:00"; "2023-04-14 07:56:45.760780+00:00"; "image/png"; ; "workflow.png"; "2023-04-14 07:56:44.540254+00:00" . a , , ; ; "277051"^^xsd:integer; "https://api.rohub.org/api/resources/9b7944f1-e094-4825-907d-90adbb278d1e/download/"; ; "2023-04-14 07:58:58.422419+00:00"; "2023-04-14 07:58:59.266149+00:00"; "image/png"; ; "discharge_ts1.png"; "2023-04-14 07:58:58.422419+00:00" . a ; dct:conformsTo ; . a . a ; "Frederiek.SpernaWeiland@deltares.nl"; "Frederiek Sperna Weiland" . a ; "bjorn.backeberg@deltares.nl"; "Bjorn Backeberg" . a ; "info@deltares.nl"; "Deltares" . a ; "jaaplangemeijer@gmail.com"; "Jaap Langemeijer" . a ; "joost.buitink@deltares.nl"; "Joost Buitink" . a ; "service-account-enrichment" . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { this: a npx:RoCrateNanopub; dct:created "2025-11-11T16:11:16.967+01:00"^^xsd:dateTime; npx:introduces ; rdfs:label "C-SCALE Workflow Solution: Automated monthly river forecasts using Wflow" . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB"; npx:hasSignature "XRilu1JBViy06r1fgPP6UztMxAe0zzpbPvveqgut7+TBCPO7QJWrZGE7Tb2Yr7Q2em0/LvYwLuowVZ5vdbhapue8msdMX4EBTtGxRJxHvZS1jItSEa7v9WuXCXtE32YmhwAQ7jr90wWnNcW4DNMcKEVhkoMmKqWzhdLOoVho+qGH13bKxk71FamQ6R62GX6WfRhJbk3TOSo+WHVJax15ncPyj9RKWPGizimTJE/gCNLlKHbbHHZUjL0I30tnJ2xU1QzlyWImotgxEkUKvnTB6Zv+vq6VoVizXuYsm2rwDd+SdUWXvViOhFLxvnDOziKIagbS3EE7tp2OVJ8tHwgypA=="; npx:hasSignatureTarget this:; npx:signedBy . }