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SWIM Water Extent - Sentinel-1/2 - Daily

SWIM Water Extent is a global surface water product at 10 m pixel spacing based on Sentinel-1/2 data. The collection contains binary layers indicating open surface water for each Sentinel-1/2 scene. Clouds and cloud shadows are removed using ukis-csmask (see: https://github.com/dlr-eoc/ukis-csmask ) and are represented as NoData. The water extent extraction is based on convolutional neural networks (CNN). For further information, please see the following publications: https://doi.org/10.1016/j.rse.2019.05.022 and https://doi.org/10.3390/rs11192330

Sentinel-5P TROPOMI – Aerosol Layer Height (ALH), Level 3 – Global

Aerosols are an indicator for episodic aerosol plumes from dust outbreaks, volcanic ash, and biomass burning. Daily observations are binned onto a regular latitude-longitude grid. The Aerosol layer height is provided in kilometres. The TROPOMI instrument onboard the Copernicus SENTINEL-5 Precursor satellite is a nadir-viewing, imaging spectrometer that provides global measurements of atmospheric properties and constituents on a daily basis. It is contributing to monitoring air quality and climate, providing critical information to services and decision makers. The instrument uses passive remote sensing techniques by measuring the top of atmosphere solar radiation reflected by and radiated from the earth and its atmosphere. The four spectrometers of TROPOMI cover the ultraviolet (UV), visible (VIS), Near Infra-Red (NIR) and Short Wavelength Infra-Red (SWIR) domains of the electromagnetic spectrum. The operational trace gas products generated at DLR on behave ESA are: Ozone (O3), Nitrogen Dioxide (NO2), Sulfur Dioxide (SO2), Formaldehyde (HCHO), Carbon Monoxide (CO) and Methane (CH4), together with clouds and aerosol properties. This product is created in the scope of the project INPULS. It develops (a) innovative retrieval algorithms and processors for the generation of value-added products from the atmospheric Copernicus missions Sentinel-5 Precursor, Sentinel-4, and Sentinel-5, (b) cloud-based (re)processing systems, (c) improved data discovery and access technologies as well as server-side analytics for the users, and (d) data visualization services.

Hochwasservorhersagezentrale Baden-Württemberg: Messstation Ulm (Blau)

Die Messstation Ulm befindet sich am Fluss Blau und wird betrieben vom RP Tübingen.

Luftdaten der Station Ulm (DEBW019) in Ulm

Dieser Datensatz enthält Information zu gas- und partikelförmigen Schadstoffen. Aktuelle Messwerte sind verfügbar für die Schadstoffe: Blei im Feinstaub (Pb), Feinstaub (PM₁₀), Kohlenmonoxid (CO), Cadmium im Feinstaub (Cd). Verfügbare Auswertungen der Schadstoffe sind: Tagesmittel, Ein-Stunden-Mittelwert, Ein-Stunden-Tagesmaxima, Acht-Stunden-Mittelwert, Acht-Stunden-Tagesmaxima, Tagesmittel (stündlich gleitend). Diese werden mehrmals täglich von Fachleuten an Messstationen der Bundesländer und des Umweltbundesamtes ermittelt. Schon kurz nach der Messung können Sie sich hier mit Hilfe von deutschlandweiten Karten und Verlaufsgrafiken über aktuelle Messwerte und Vorhersagen informieren und Stationswerte der letzten Jahre einsehen. Neben der Information über die aktuelle Luftqualität umfasst das Luftdatenportal auch zeitliche Verläufe der Schadstoffkonzentrationen, tabellarische Auflistungen der Belastungssituation an den deutschen Messstationen, einen Index zur Luftqualität sowie Jahresbilanzen für die einzelnen Schadstoffe.

Bidirektionale Flexibilität durch Flottenkraftwerke in und um Unternehmen, Teilvorhaben: Predictive Maintenance und intelligentes Lastmanagement

Verbesserung der nachhaltigen Bewirtschaftung der brasilianischen Cerrados durch Quantifizierung und Inwertsetzung der Ökosystemleistungen autochthoner silvopastoraler Systeme. Teilprojekt 1

Geländeneigung NW

Die Geländeneigung wird aus dem Digitalen Geländemodell 1 (DGM1) abgeleitet und in den Stufen 10, 20 und 40 Grad bereitgestellt. Ein Pixel in der Geländeneigung entspricht 1 m² auf der Erdoberfläche.

Geländestufen NW

Die Geländestufen sind eine spezielle Ausprägung eines Höhenschichtenbildes, bei der jeder Geländestufe eine eindeutige Farbe zugeordnet ist. Die Äquidistanz für jede Geländestufe beträgt 1 m. Die Geländestufen werden alternierend mit 5 Farbwerten (Grau, Rot, Gelb, Grün und Blau) dargestellt. Zwischen zwei Geländestufen gleicher Farbe liegt dadurch einen Höhenunterschied von 5 m. Anhand dieser Darstellung können kleine Höhenunterschiede zweier Punkte auf der Karte bestimmt werden. Dies kann z. B. für die Bestimmung von Mindesthöhen von Böschungen verwendet werden. Die Geländestufen werden aus dem Digitalen Geländemodell 1 (DGM1) abgeleitet. Ein Pixel der Geländestufen entspricht 1 m² auf der Erdoberfläche.

Digital surface model of the watercourses Elbe and Lower Havel (Germany), DGM-W Elbe project, DOM Elbe 2022

The high-resolution digital surface model (DSM1, DOM1) of the watercourses Elbe and Lower Havel is based on the airborne laser scanning data, undertaken from 06 January 2022 to 18 March 2022 in the Elbe area and from 20 to 22 December 2021 in the Havel area. It was produced and published by Germany’s Federal Institute of Hydrology (BfG), on behalf of the River Basin Community Elbe (RBC Elbe, FGG Elbe). The work was supported by the German Federal Waterways and Shipping Administration (WSV) and the surveying offices and water management administrations of six German states - Saxony, Saxony-Anhalt, Brandenburg, Lower Saxony, Mecklenburg-Vorpommern and Schleswig-Holstein. The data cover both the area around the inland water stretches of the Elbe from the Czech-German border to the village of Zollenspieker (part of the city of Hamburg) and the Lower Havel waterway from the town of Rathenow to its confluence with the Elbe. Since the dataset has a large coverage of 4,043 km², it is split into 62 sections. They were either labelled *HW in case of flood relevant areas (in German: “hochwasser-relevante Gebiete”) or *AU in case of historical floodplains (in German: “Altauengebiete”). Financing was divided according to these categories: In the HW areas, the project was co-funded by BfG, the WSV and the federal states, while in the AU areas, BfG covered all project costs. For each section we provide hillshade (*HS) and height maps (*NHN). The data are available in a raster resolution of 1 meter in GeoTiff format; Coordinate reference frame: ETRS89.DREF91.R16; Coordinate projection: UTM Zone 33N; EPSG-Code: 25833; Height reference system: DHHN2016, national vertical reference frame in Germany (2022). For further information please contact us. Citation short: BfG et al. / i.A. FGG Elbe (2025)

Digital terrain model of the watercourses Elbe and Lower Havel (Germany), DGM-W Elbe 2022 project

The high-resolution digital terrain model (DTM) of the waterways Elbe and Lower Havel (DGM-W Elbe 2022) comprises both the terrain on land and the bottom of rivers, channels and lakes. It was produced and published by Germany’s Federal Institute of Hydrology (BfG), on behalf of the River Basin Community Elbe (RBC Elbe, FGG Elbe). The work was supported by the German Federal Waterways and Shipping Administration (WSV) and the surveying offices and water management administrations of six German states - Saxony, Saxony-Anhalt, Brandenburg, Lower Saxony, Mecklenburg-Vorpommern and Schleswig-Holstein. The data cover both the area around the inland water stretches of the Elbe from the Czech-German border to the village of Zollenspieker (part of the city of Hamburg) and the Lower Havel waterway from the town of Rathenow to its confluence with the Elbe. Since the dataset has a large coverage of 4,043 km², it is split into 62 sections. They were either labelled *HW in case of flood relevant areas (in German: “hochwasser-relevante Gebiete”) or *AU in case of historical floodplains (in German: “Altauengebiete”). Financing was divided according to these categories: In the HW areas, the project was co-funded by BfG, the WSV and the federal states, while in the AU areas, BfG covered all project costs. For each section we provide hillshade (*HS), height maps (*NHN), slope (*sl) and source flags (*sc). The data are available as GeoTIFF-files (resolution 1 meter); Coordinate reference frame: ETRS89.DREF91.R16; Coordinate projection: UTM Zone 33N; EPSG-Code: 25833; Height reference system: DHHN2016, national vertical reference frame in Germany (2022). For further information please contact us. Citation short: BfG et al. / i.A. FGG Elbe (2025)

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