Der CODE-DE-Projekt Marktplatz bietet einen Überblick über alle Aktivitäten von CODE-DE. Hauptkategorien sind DATENSÄTZE, DIENSTE, PROJEKTE, WERKZEUGE, and PROZESSOREN.

Technisch gesehen ist der Markt nur eine Zusammenfassung der Inhalte aus dem CODE-DE-Portal, die vom Content Management System (CMS) verwaltet werden. Die Übersicht soll dem Leser schnell und einfach alle relevanten CODE-DE-Komponenten zur Verfügung stellen. Die einzelnen Komponenten bieten eigene Web-basierte Management-Schnittstellen. Der Service-Marktplace verlinkt zu diesen. Da Single Sign-On verwendet wird, kann der Benutzer seine Aufgaben ohne Unterbrechung fortsetzen.

Zusätzlich zu den Daten, die auf der CODE-DE-Plattform zur Verfügung stehen, liefern die Geodateninfrastruktur Deutschland (GDI-DE) und das Geoportal.DE weitere relevante Geodaten. Weitere Informationen zu Copernicus, den Sentinels, Erdbeobachtungsmissionen und -sensoren und verwandte Themen gibt es auf Copernicus.DE.

Zukünftig werden auch Projekte, die im Rahmen von CODE-DE umgesetzt werden sowie Prozessoren, die CODE-DE als Elemente neuer Services zur Verfügung stellt, auf dem Marktplatz sichtbar sein. Momentan sind die entsprechende Rubriken noch nicht gefüllt, es erscheint die Meldung: Diese Suche lieferte keine Ergebnisse.

Datensätze

Der Service Marketplace beinhaltet einen JavaScript-basierten CSW-Client, der es ermöglicht CSW-Anfragen an den CODE-DE Discovery Service zu stellen. Der Discovery Service gibt INSPIRE-konforme Metadaten-Einträge zu Produkten der kollaborativen Plattform sowie von Drittanbieter-Missionen zurück.

The SRTM X-SAR Elevation Mosaic is an aggregation of DLR's SRTM X-SAR DTED files.

The DTED Level-2 files have been generated from Synthetic Aperture Radar (SAR) data acquired by the German-Italian X-band interferometric SAR system during the Shuttle Radar Topography Mission (SRTM) between February 11 and 22, 2000. The X-band system was flown and operated onboard the Space Shuttle Endeavor, along with a NASA C-Band SAR system. The SRTM project page at DLR provides additional information on the SRTM X-band mission (http://www.dlr.de/eoc/Portaldata/60/Resources/dokumente/7_sat_miss/SRTM-...). Further details on the mission in general, the technology, accuracies, and applications are available in http://www2.jpl.nasa.gov/srtm/SRTM_paper.pdf .

The original DTED files have been grouped and mosaicked into 30 x 30 degree tiles. Six out of the total of 48 tiles were empty since they do not contain any DTED files. The resulting 42 tiles are stored as uncompressed GeoTIFF files. The files have been supplemented with nine cubic convolution resampled overviews for fast web delivery.

Datum der letzten Änderung
24-04-2018 04:20:43

Horizontal accuracy (absolute): ±20m 90% circular error
Horizontal accuracy (relative): ±15m 90% circular error
Vertical accuracy (absolute): ±16m 90% linear error
Vertical accuracy (relative): ±6m 90% linear error

The SRTM X-SAR Error Mosaic is based on the height error map (HEM, see SRTM PDF http://www.dlr.de/eoc/Portaldata/60/Resources/dokumente/7_sat_miss/SRTM-...) and provides a local measure of the achieved accuracy. It is statistically determined from a neighborhood of image cells mainly considering the phase and baseline stability. Thus it describes the precision relative to the surrounding. The determination of the absolute accuracy requires the consideration of reference measures.

Datum der letzten Änderung
24-04-2018 04:21:21

Horizontal accuracy (absolute): ±20m 90% circular error
Horizontal accuracy (relative): ±15m 90% circular error
Vertical accuracy (absolute): ±16m 90% linear error
Vertical accuracy (relative): ±6m 90% linear error

The SRTM X-SAR Hillshade Mosaic is a greyscale shaded relief based on the SRTM X-SAR Elevation Mosaic. Combined with the latter, it can be used to add a 3d effect and enhance the visual resolution by pronouncing peaks and valleys.

Datum der letzten Änderung
24-04-2018 04:21:02

Horizontal accuracy (absolute): ±20m 90% circular error
Horizontal accuracy (relative): ±15m 90% circular error
Vertical accuracy (absolute): ±16m 90% linear error
Vertical accuracy (relative): ±6m 90% linear error

The SRTM X-SAR Elevation Mosaic is an aggregation of DLR's SRTM X-SAR DTED tiles. The SRTM X-SAR Color-Coded Elevation Mosaic combines the SRTM X-SAR Elevation and Hillshade Mosaic Datasets to produce a hypsometric colored and shaded relief of the SRTM X-SAR DTED tiles.

Datum der letzten Änderung
24-04-2018 04:20:22

Horizontal accuracy (absolute): ±20m 90% circular error
Horizontal accuracy (relative): ±15m 90% circular error
Vertical accuracy (absolute): ±16m 90% linear error
Vertical accuracy (relative): ±6m 90% linear error

Dienste

Zu diesen Diensten gehören Suche und Zugriff (siehe auch Datensätze), Bildersuche, Download und Verarbeitung (ab Mitte 2017). Bewerbungsprojekte

The Copernicus Services Portfolios database is a user-friendly tool, designed to facilitate the understanding and ease the access to Copernicus products and services for intermediate/final users and research communities.

The Copernicus Services Portfolios database offers three different Search Functionalities: –Search by Keywords, based on users’ needs, –Search by Alphabetical Index, based on Copernicus Services Portfolios, –Search by Theme, based on Copernicus domains of application. Also, support functionalities help enhancing the user’s experience, such as: –Subscription, for top-down communication, –Feedback and Queries, –Print-Out and Download in PDF format, –Analytics and Statistics, –Automated daily updates.

Datum der letzten Änderung
08-05-2018 09:27:01

EY, on behalf of European Union

Copernicus is a European system for monitoring the Earth. Data is collected by different sources, including Earth observation satellites and in-situ sensors. The data is processed and provides reliable and up-to-date information about six thematic areas: land, marine, atmosphere, climate change, emergency management and security. The land theme is divided into four main components:

Global
The Global Land Service provides a series of bio-geophysical products on the status and evolution of the land surface at global scale at mid and low spatial resolution. The products are used to monitor the vegetation, the water cycle and the energy budget.

Pan-European
The pan-European component provides information about the land cover and land use (LC/LU), land cover and land use changes and land cover characteristics. The latter includes information about imperviousness, forests, natural grasslands, wetlands, and permanent water bodies.

Local
The local component focuses on different hotspots, i.e. areas that are prone to specific environmental challenges and problems. This includes detailed LC/LU information for the larger EU cities (Urban Atlas), riparian zones along European river networks and NATURA 2000 sites. It will also include maps of coastal areas.

In-situ
All of the Copernicus services need access to in-situ data in order to ensure an efficient and effective use of Copernicus space-borne data. Next to data provided by participating countries, Earth observation from space also yields pan-European reference datasets, such as a Digital Elevation Model.

The Copernicus Marine Environment Monitoring Service (CMEMS) provides regular and systematic reference information on the physical state, variability and dynamics of the ocean and marine ecosystems for the global ocean and the European regional seas.

The observations and forecasts produced by the service support all marine applications. For instance, the provision of data on currents, winds and sea ice help to improve ship routing services, offshore operations or search and rescue operations, thus contributing to marine safety.
The service also contributes to the protection and the sustainable management of living marine resources in particular for aquaculture, fishery research or regional fishery organisations.
Physical and marine biogeochemical components are useful for water quality monitoring and pollution control. Sea level rise helps to assess coastal erosion. Sea surface temperature is one of the primary physical impacts of climate change and has direct consequences on marine ecosystems.

As a result of this, the service supports a wide range of coastal and marine environment applications. Many of the data delivered by the service (e.g. temperature, salinity, sea level, currents, wind and sea ice) also play a crucial role in the domain of weather, climate and seasonal forecasting.

Some of today’s most important environmental concerns relate to the composition of the atmosphere. The increasing concentration of the greenhouse gases and the cooling effect of aerosol are prominent drivers of a changing climate, but the extent of their impact is often still uncertain.

At the Earth’s surface, aerosols, ozone and other reactive gases such as nitrogen dioxide determine the quality of the air around us, affecting human health and life expectancy, the health of ecosystems and the fabric of the built environment. Ozone distributions in the stratosphere influence the amount of ultraviolet radiation reaching the surface. Dust, sand, smoke and volcanic aerosols affect the safe operation of transport systems and the availability of power from solar generation, the formation of clouds and rainfall, and the remote sensing by satellite of land, ocean and atmosphere.

To address these environmental concerns there is a need for data and processed information. The Copernicus Atmosphere Monitoring Service (CAMS) has been developed to meet these needs, aiming at supporting policymakers, business and citizens with enhanced atmospheric environmental information.

Projekte

Die Anwendungsprojekte werden von der CODE-DE Gesamtleitung genehmigt, um die Möglichkeiten der Infrastruktur zu demonstrieren. Die Projekte werden von BMVI unter besonderen Bedingungen unterstützt und zeitlich begrenzt.

AGRO-DE in CODE-DE

Mit dem Projekt AGRO-DE wird ein Daten- und Auswertungscluster geschaffen werden, welches landwirtschaftlichen Betrieben, Beratern, Lohnunternehmern und Serviceprovidern ermöglicht, vorverarbeitete Fernerkundungsinformationen zeitnah nutzen zu können und in ihre Betriebsabläufe zu integrieren. Die Informationen sollen dabei in verschiedenen Formen (z.B. als Karten- oder Datendienst), Informationstiefen (z.B. als Bilddaten, Informationsprodukt, oder als dynamisches Modellierungsergebnis) und Abrechnungsmodellen (kostenfrei und gebührenpflichtig) bereitgestellt werden. Erstmalig können alle Landwirte in Deutschland von aktuellen Satelliteninformationen profitieren. Mit AGRO-DE wird ein offener Zugang zu nutzbaren Informationsprodukten geschaffen, der den Einsatz von Precision Farming Technologien stimulieren soll. Diese Technologien sollen auch kleinstrukturierte Betriebe und Betriebe mit ökologischem Landbau ansprechen. Darüber hinaus können Informationsprodukte aus AGRO-DE zukünftig auch Forschungseinrichtungen, Bundes- und Landesbehörden sowie Nichtregierungsorganisationen (NGO) bei ihrer Arbeit unterstützen, da methodisch einheitlich hergestellte Datensätze für Deutschland bereitstehen.

Datum der letzten Änderung
23-04-2018 10:52:44

Bundesministerium für Ernährung und Landwirtschaft

Tools

CODE-DE bietet nützliche Werkzeuge wie die Sentinel-Toolboxen. Werkzeuge, die extern gehostet werden, werden verknüpft; Andere Werkzeuge können direkt vom Marktplatz heruntergeladen werden. Informationen zur Verwendung dieser Werkzeuge im Rahmen von CODE-DE finden Sie im Benutzerhandbuch oder im HelpDesk.

TIMESAT is a software package for analysing time-series of satellite sensor data.

TIMESAT has been developed to investigate the seasonality of satellite time-series data and their relationship with dynamic properties of vegetation, such as phenology and temporal development. The temporal domain holds important information about short- and long-term vegetation changes. TIMESAT was originally intended for handling noisy time-series of AVHRR NDVI data and to extract seasonality information from the data. The program now has the capability to handle different types of remotely sensed time-series , e.g. data from Terra/MODIS at different time resolutions. It has also been tested with eddy covariance data and moisture data, although these applications are not the main target.

Datum der letzten Änderung
07-03-2017 02:29:51

Per Jönsson, Malmö University; Lars Eklundh, Lund University

Sen2Cor is a processor for Sentinel-2 Level 2A product generation and formatting.

The processor performs the atmospheric-, terrain and cirrus correction of Top-Of-Atmosphere Level 1C input data. Sen2Cor creates Bottom-Of-Atmosphere, optionally terrain- and cirrus corrected reflectance images; additional, Aerosol Optical Thickness-, Water Vapor-, Scene Classification Maps and Quality Indicators for cloud and snow probabilities. Its output product format is equivalent to the Level 1C User Product: JPEG 2000 images, three different resolutions, 60, 20 and 10 m.

Datum der letzten Änderung
07-03-2017 02:31:30

European Space Agency (ESA)

The software Fmask (Function of mask) is used for automated clouds, cloud shadows, and snow masking for Landsat (4, 5, 7, and 8) and Sentinel-2 data.

This package implements the Fmask algorithm as a Python module. It is intended that this can be wrapped in a variety of main programs which can handle the local details of how the image files are named and organised, and is intended to provide maximum flexibility. It should not be tied to expecting the imagery to be layed out in a particular manner. This modular design also simplifies the use of the same core algorithm on either Landsat and Sentinel imagery. The wrapper programs take care of differences in file organisation and metadata formats, while the core algorithm is the same for both

Datum der letzten Änderung
07-03-2017 02:30:44

Neil Flood, Sam Gillingham

The Automated Radiative Transfer Models Operator (ARTMO) Graphic User Interface (GUI) is a software package that provides essential tools for running and inverting a suite of plant RTMs, both at the leaf and at the canopy level.

ARTMO facilitates consistent and intuitive user interaction, thereby streamlining model setup, running, storing and spectra output plotting for any kind of optical sensor operating in the visible, near-infrared and shortwave infrared range (400-2500 nm).

Datum der letzten Änderung
07-03-2017 02:33:16

Universitat de València, IPL Image Processing Laboratory

Prozessoren

Bestimmte Verarbeitungswerkzeuge, wie saisonal wolkenfreie Mosaiken oder zeitliche Merkmalserzeugung, stehen für registrierte Benutzer zur Verfügung, um auf ihren bevorzugten Sensor oder Bereich von Interesse angewendet zu werden.

Processor for band math with Sentinel Products in CODE-DE

The SNAP Generic BandMath operator allows to create a product with multiple bands based on mathematical expressions. The geo-coding information and metadata for the target product is taken from the source product.

Sentinel-2 Atmospheric Correction (Sen2Cor) Processor in CODE-DE

Sen2Cor is a processor for Sentinel-2 Level 2A product generation and formatting; it performs the atmospheric-, terrain and cirrus correction of Top-Of- Atmosphere Level 1C input data. Sen2Cor creates Bottom-Of-Atmosphere, optionally terrain- and cirrus corrected reflectance images; additional, Aerosol Optical Thickness-, Water Vapor-, Scene Classification Maps and Quality Indicators for cloud and snow probabilities. Equivalent to the Level 1C User Product: JPEG 2000 images, three different resolutions, 60, 20 and 10 m.

Copernicus Data Access and Exploitation Platform for Germany (CODE-DE) - Processors

The CODE-DE processing subsystem is based on existing software components like Hadoop, Calvalus and Sentinel Toolbox. The processing services offered provide an environment to generate higher level data products from the satellite data hosted on the CODE-DE platform.

Datum der letzten Änderung
30-11-2017 01:47:04

Brockmann Consult GmbH

VM Template for CODE-DE

This is the VM Template for CODE-DE. It consists of tools which allow users to search for data in the CODE-DE data storage, retrieve data from the CODE-DE data storage, and to interact with CODE-DE processing system. The tools are accompanied by documentation and a sample processing request file.

Documentation: https://code-de.org/tools/code-de-external-tools.pdf

Sample processing file: https://code-de.org/tools/code-de-external-tools-1.1.tar.gz