GEO Knowledge Hub overview Why does GEO need

GEO Knowledge Hub: overview Why does GEO need a Knowledge Hub? For whom is the Knowledge Hub? Benefits of the Knowledge Hub? Etc. GEOCRI GEO GLOWS GEO GLAM GEO KH GHSL GEOBON GOS 4 M GFOI

Why is GEO Knowledge Hub needed? GEOGLOWS Scientific Publications A High‐Resolution National‐Scale Hydrologic Forecast System from a Global Ensemble Land Surface Model (DOI: 10. 1111/1752‐ 1688. 12434) Tools/Methods/Software RAPID ‐ runoff of surface and groundwater inflow to rivers: //github. com/c‐h‐david/rapid Esri's RAPID Toolbox github. com/Esri/python‐toolbox‐for‐rapid. ECMWF Streamflow Prediction Tool: github. com/erdc‐ cm/tethysapp‐streamflow_prediction_tool. Tethys Platform: github. com/tethysplatform/tethys.

Why is GEO Knowledge Hub needed? GEOGLOWS Input Data ECMWF global runoff forecast ensemble ERA‐Interim global reanalysis runoff dataset NHDPlus V 2 dataset Watershed Boundary Dataset National Elevation Datasets (NED) Output Data/Results/Services Streamflow Prediction Tool Web App: the Streamflow Prediction Tool app is available under the BSD 3‐Clause License and the source code is available on Git. Hub

Why is GEO Knowledge Hub needed? Single place to discover, access and reuse the knowledge and results developed by the GEO Work Programme.

GEO Knowledge Hub: overview GEO Work Programme Community Knowledge Building Ingestion Findable Curation Knowledge Identification Knowledge Collection Users and Community FAIR / DM Status GEOSS Platform connection Discover, Learn, Reuse Accessible Interoperable Reusable

GEO Knowledge Hub: resources identification Resource types GEO Work Programme Community Knowledge Resources Identification and Collection Sources Publications Post-prints with DOI stored Code, models and tools Open source in Github with DOI. Backups. Remote sensing data In situ data Results and GEOSS Platform and/or Cloud descriptions (e. g. , STAC) GEOSS Platform, Data Repository, and/or KH database GEOSS Platform, Data Repository, and/or KH

GEO Knowledge Hub: Knowledge Building Screening the Scientific Publication to collect and curate Knowledge around it, identifying all related essential resources, to create the related Knowledge Package. Knowledge Building Semi Automatic Ingestion Knowledge Resources curation Curation of the existing GEOSS Platform EO Resources if available Enrichment of GEOSS Platform with identified EO Resources and Respective Data Provider if not yet available Inputs Data: RS / In situ Software Code, Models, Tools, Algorithms GEOSS API Videos Output Data and Products

Knowledge hub: collection of curated, linked, indexed documents Unique ID paper data software GEO KH document Unique ID @geosec 2025 www. earthobservations. org

Data Providers Knowledge Providers Website Knowledge Hub GEOSS Platform APIs Results 100 s of assets millions of assets @geosec 2025 www. earthobservations. org

Exploratory exercise. . .

GEO Knowledge Hub: Way Forward GEO Work Programme GEOSS Platform GEO KH GEO SEC GEOSS Evolve