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© ECMWF June 5, 2019 Open Data and tools from ECMWF / Copernicus Julia Wagemann Twitter: @JuliaWagemann 23 October 2019 Climate | Air Quality | Flood | Fire WFP’s First Global GIS workshop

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October 29, 2014 European Centre for Medium-Range Weather Forecasts ● 24/7 operational service ● Research institution ● 22 member states | 12 Cooperating States ● 2 Copernicus Services ○ Climate Change Service (C3S) ○ Atmosphere Monitoring Service (CAMS) ● 300+ staff

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CLIMATE ERA5 reanalysis ● 1979 - almost Near-Real-Time ○ (soon from 1950 onwards) ● Temporal resolution: hourly ● Spatial resolution: ~ 30 km (ERA5-Land: 9 km) Seasonal forecasts ● monthly forecasts up to 6 months ahead ● Spatial resolution: 10 km

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CAMS reanalysis ● 2003 - 2016 (will be extended ● Spatial resolution: 80 km CAMS Forecasts ● 3-hourly forecasts up to 5 days in advance ● Spatial resolution: 80 km Parameters: Ozone, CO2, SO2, NO2, ... AIR QUALITY

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Fire danger indices ● Fire-Weather Index ● Fine Fuel Moisture Code ● Duff Moisture Code ● Drought Code ● Build-Up Index ● Initial Spread Index ● Daily Severity Rating Time period: 1 Jan 1980 - 31 Dec 2018 Temporal resolution: daily Spatial resolution: 80 km FIRE DANGER

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October 29, 2014 FLOOD River discharge ● GloFAS 30-day forecast ○ 1 Jan 2018 - realtime ○ Temporal resolution: daily ○ Spatial resolution: 10 km ● GloFAS 30-day reanalysis ○ 1981-2017 ○ Temporal resolution: daily ○ Spatial resolution: 10 km

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October 29, 2014 ECMWF Web Mapping Service (WMS) ● 500 hPa Geopotential ● 850 hPa temperature ● Wind speed at 850 hPa ● Mean sea-level pressure ● ...

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October 29, 2014 Copernicus FULL, FREE and OPEN data policy

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October 29, 2014 Climate Data Store From a pure download system to a cloud-based data on-demand system

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October 29, 2014 Personal space: manual download CDS API: programmatic download CDS Data Access

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October 29, 2014 7 ERA5 parameters in Google Earth Engine ● 2m air temperature ● 2m dewpoint temperature ● Total precipitation ● 10m u- and v-component of wind ● Surface pressure ● Mean sea-level pressure Bridging the gap between user communities

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October 29, 2014 CDS Toolbox ● Code-editor (Python-based) ● Example workflows ● Direct outputs ● Building web applications

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October 29, 2014 Improving data ‘accessibility’ xarray / cfgrib 0.9.7.1 Magics 1.0.7 eccodes-python 0.9.2 metview 1.2.0 cdsapi 0.2.3 ecmwf-api-client 1.5.4 ecmwfr 1.2.1

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October 29, 2014 Some resources: ● Climate Data Store | https://cds.climate.copernicus.eu/#!/home ● ECMWF Public Datasets | https://apps.ecmwf.int/datasets/ ● Global Flood Awareness System | http://www.globalfloods.eu/ ● Fire danger forecasts | https://zenodo.org/communities/wildfire/ ● ECMWF WMS Service endpoint | http://apps.ecmwf.int/wms/?token=public&request=GetCapabilities&version= 1.3.1 ● WEkEO Copernicus Cloud service | https://www.wekeo.eu/

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October 29, 2014 THANK YOU! Questions?