Die landesweite Erstfassung der Daten für die Berechnung des Digitalen Geländemodells (DGM) / Digitalen Oberflächenmodells (DOM) erfolgte in den Jahren 2000 bis 2005 über Laserscanbefliegung. Die Fortführung der Daten des DGM erfolgt seither partiell auf Datengrundlagen unterschiedlicher Erfassungmethoden. Dieser Dienst setzt sich aus fünf Ebenen zusammen. Die Ebene "ATKIS DGM Laserflüge ALS 1 (2000-2005)" zeigt die Laserfluggebiete der Erstfassung. Get FeatureInfo gibt Auskunft über Flugdatum, Punktdichte, Scanner, Scanwinkel und Flughöhe. Die Ebene "ATKIS DGM Fortführung aus Laserscanning-Daten (2009-2015)" zeigt die Fortführungsgebiete, die über Laserflüge erfasst wurden, die Ebene "ATKIS DGM Fortführung über sonstige Methoden (2011-2015)" Fortführungsgebiete, die mittels Terrestrisches Laserscanning, Bildflügen oder UAV durchgeführt wurden. Get FeatureInfo gibt jeweils Auskunft über Name des Erfassungsgebietes, -,datum, -methode, Losnummer sowie Fortführungsdatum des DGMs. Die Ebene "ATKIS DGM Bearbeitungsübersicht ALS 2 (2016-2021)" zeigt die Darstellung der verfügbaren DGM km² Kacheln aus der Laserscanbefliegung (Punktdichte 8 Punkte\m²) von 2016-2021 mit Flugdatum und die Ebene "ATKIS DGM Laserflüge ALS 2 (2016-2021)" zeigt die Darstellung der Losabgrenzungen der Laserbefliegung für die flächenhafte Aktualisierung von DGM und DOM aus durchgeführten Laserscanbefliegungen (Punktdichte 8 Punkte\m²) von 2016 bis 2021. Get FeatureInfo gibt jeweils Auskunft über Los, Flugdatum, Punktdichte, Scanner, Scanwinkel und Flughöhe. Es wird darauf hingewiesen, dass keine Rechtsverbindlichkeit für die gelieferten Daten besteht.

The unmanned aerial system LUCA was designed and build to measure atmospheric profiles as radiosondes do. The data presented here contains measurements of atmospheric variables of two test flights carried out in northern Germany. There were co-located radiosoundings for comparison.

Die landesweite Erstfassung der Daten für die Berechnung des Digitalen Geländemodells (DGM) / Digitalen Oberflächenmodells (DOM) erfolgte in den Jahren 2000 bis 2005 über Laserscanbefliegung. Die Fortführung der Daten des DGM erfolgt seither partiell auf Datengrundlagen unterschiedlicher Erfassungmethoden. Dieser Dienst setzt sich aus fünf Ebenen zusammen. Die Ebene "ATKIS DGM Laserflüge ALS 1 (2000-2005)" zeigt die Laserfluggebiete der Erstfassung. Get FeatureInfo gibt Auskunft über Flugdatum, Punktdichte, Scanner, Scanwinkel und Flughöhe. Die Ebene "ATKIS DGM Fortführung aus Laserscanning-Daten (2009-2015)" zeigt die Fortführungsgebiete, die über Laserflüge erfasst wurden, die Ebene "ATKIS DGM Fortführung über sonstige Methoden (2011-2015)" Fortführungsgebiete, die mittels Terrestrisches Laserscanning, Bildflügen oder UAV durchgeführt wurden. Get FeatureInfo gibt jeweils Auskunft über Name des Erfassungsgebietes, -,datum, -methode, Losnummer sowie Fortführungsdatum des DGMs. Die Ebene "ATKIS DGM Bearbeitungsübersicht ALS 2 (2016-2021)" zeigt die Darstellung der verfügbaren DGM km² Kacheln aus der Laserscanbefliegung (Punktdichte 8 Punkte\m²) von 2016-2021 mit Flugdatum und die Ebene "ATKIS DGM Laserflüge ALS 2 (2016-2021)" zeigt die Darstellung der Losabgrenzungen der Laserbefliegung für die flächenhafte Aktualisierung von DGM und DOM aus durchgeführten Laserscanbefliegungen (Punktdichte 8 Punkte\m²) von 2016 bis 2021. Get FeatureInfo gibt jeweils Auskunft über Los, Flugdatum, Punktdichte, Scanner, Scanwinkel und Flughöhe. Es wird darauf hingewiesen, dass keine Rechtsverbindlichkeit für die gelieferten Daten besteht.

In der <b> Fernerkundung - Luftbilder</b> werden aus großer Höhe Bilder von der Erdoberfläche aufgenommen, die anschließend aufbereitet und als hochwertige Geodaten bereitgestellt werden. <br> Diese Aufnahmen unterstützen bei der Dokumentation von Veränderungen, der städtischen Planung und der Überwachung von Umweltentwicklungen. Sie können sowohl als Datengrundlage für KI-Trainingsdaten als auch zur direkten Betrachtung der urbanen Landschaft genutzt werden. <br><br>Unser Ziel ist es, diese bedeutsamen Daten nicht nur Fachleuten, sondern auch der Öffentlichkeit zugänglich zu machen – leicht verständlich und nutzerfreundlich. <br><br><i>"Wie hat sich Hamburg entwickelt?" -- "Wie sah das Grundstück früher aus?" -- "Wo blüht es im Sommer?"</i> <br> <b>&#8594; Ein Blick in die Daten lohnt sich.</b><br><br> <u><i>Hinweis:</i></u> So vielfältig die Anwendungsbereiche sind, so vielfältig sind auch unsere Datensätze. Je nach Aufnahmesystem – ob <b>Drohne</b>, <b>Flugzeug</b> oder <b>Satellit</b> variieren die Bilder in ihrer Qualität und Detailtiefe. Diese Unterschiede zeigen sich etwa in der Bildauflösung (GSD), den Farbdarstellungen (spektrale Auflösung) und/oder der Aktualität der Daten (zeitliche Auflösung). Nähere Informationen sind aus den Metadaten der Datensätze zu entnehmen.<br>

Spatially and temporally high-resolution data was acquired with the aid of multispectral sensors mounted on UAV and a gyrocopter platform for the purpose of classification. The work was part of the research and development project „Modern sensors and airborne remote sensing for the mapping of vegetation and hydromorphology along Federal waterways in Germany“ (mDRONES4rivers) in cooperation of the German Federal Institute of Hydrology (BfG), Geocoptix GmbH, Hochschule Koblenz und JB Hyperspectral Devices.  Within the project period (2019-2022) data was collected at different sites situated in Germany along the Rivers Rhine and Oder. All published data produced within the project can be found by searching for the keyword ‘mDRONES4rivers‘.  In this dataset, the following UAS data and metadata of the project site ‘Emmericher Ward’ (center coordinates [WGS84]: 50.385264°N, 6.198692°E; area: 900 ha) at the Rhine River in Germany is available for download: •             Multispectral orthophotos (GeoTiff; 5 bands: B, G, R, NIR, Flag; camera system: PanX 2.0 and PanX 3.0; resolution: ca. 30 cm/ca. 16 cm; abbreviation: PanX2_ORTHO/PanX3_ORTHO) •             Digital Surface Models (GeoTiff; 1 band; camera system: PanX 2.0 and PanX 3.0; resolution: ca. 30 cm; abbreviation: PanX_DEM) •             associated Technical Reports (PDF; technical metadata concerning data acquisition, and processing using Agisoft Metashape, 1x for multispectral orthophotos + digital surface model) The above-mentioned files are provided for download as dataset stored in one directory per season depending on the date of data acquisition (e.g. mDRONES4rivers_NW_GYRO_2019_01_Winter.zip = projectname_projectsite_platform_year_no.season_name.season). To provide an overview of all files and general background information plus data preview the following files are stored in the info.zip folder:  •             Overview table and metadata of the above-mentioned data (xlsx) •             Summary (PDF, Detailed description of sensors and data acquisition procedure, 1x for multispectral orthophotos + digital surface models) Note: the data was processed with focus on spectral information and not for geodetic purposes. Georeferencing accuracy has not been checked in detail.  

Spatially and temporally high-resolution data was acquired with the aid of multispectral sensors mounted on UAV and a gyrocopter platform for the purpose of classification. The work was part of the research and development project „Modern sensors and airborne remote sensing for the mapping of vegetation and hydromorphology along Federal waterways in Germany“ (mDRONES4rivers) in cooperation of the German Federal Institute of Hydrology (BfG), Geocoptix GmbH, Hochschule Koblenz und JB Hyperspectral Devices.  Within the project period (2019-2022) data was collected at different sites situated in Germany along the Rivers Rhine and Oder. All published data produced within the project can be found by searching for the keyword ‘mDRONES4rivers‘.  In this dataset, the following UAS data and metadata of the project site ‘Nonnenwerth’ (center coordinates [WGS84]: 50.637541°N, 7.208834°E; area: 45 ha) at the Rhine River in Germany is available for download: •             Multispectral orthophotos (GeoTiff; 5 bands: B, G, R, NIR, Flag; camera system: PanX 2.0 and PanX 3.0; resolution: ca. 30 cm/ca. 16 cm; abbreviation: PanX2_ORTHO/PanX3_ORTHO) •             Digital Surface Models (GeoTiff; 1 band; camera system: PanX 2.0 and PanX 3.0; resolution: ca. 30 cm; abbreviation: PanX_DEM) •             associated Technical Reports (PDF; technical metadata concerning data acquisition, and processing using Agisoft Metashape, 1x for multispectral orthophotos + digital surface model) The above-mentioned files are provided for download as dataset stored in one directory per season depending on the date of data acquisition (e.g. mDRONES4rivers_NW_GYRO_2019_01_Winter.zip = projectname_projectsite_platform_year_no.season_name.season). To provide an overview of all files and general background information plus data preview the following files are stored in the info.zip folder:  •             Overview table and metadata of the above-mentioned data (xlsx) •             Summary (PDF, Detailed description of sensors and data acquisition procedure, 1x for multispectral orthophotos + digital surface models) Note: the data was processed with focus on spectral information and not for geodetic purposes. Georeferencing accuracy has not been checked in detail.

Spatially and temporally high-resolution data was acquired with the aid of multispectral sensors mounted on UAV and a gyrocopter platform for the purpose of classification. The work was part of the research and development project „Modern sensors and airborne remote sensing for the mapping of vegetation and hydromorphology along Federal waterways in Germany“ (mDRONES4rivers) in cooperation of the German Federal Institute of Hydrology (BfG), Geocoptix GmbH, Hochschule Koblenz und JB Hyperspectral Devices.  Within the project period (2019-2022) data was collected at different sites situated in Germany along the Rivers Rhine and Oder. All published data produced within the project can be found by searching for the keyword ‘mDRONES4rivers‘.  In this dataset, the following UAS data and metadata of the project site ‘Nonnenwerth’ (center coordinates [WGS84]: 50.637541°N, 7.208834°E; area: 8 ha) at the Rhine River in Germany is available for download: •             Multispectral orthophotos (GeoTiff; 6 bands: B, G, R, Red-Edge, NIR, Flag; camera: Micasense; resolution: 25 cm; abbreviation: MS_RAW) •             RGB-orthophotos (GeoTiff; 3 bands: R, G, B; camera: Phantom; resolution: 25 cm; abbreviation: PH_ORTHO) •             Digital Surface Models (GeoTiff; 1 band; camera: Phantom; resolution: ca. 5 cm; abbreviation: PH_DEM) •             associated Technical Reports (PDF; technical metadata concerning data acquisition, and processing using Agisoft Metashape, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface model) The above-mentioned files are provided for download as dataset stored in one directory per season depending on the date of data acquisition (e.g. mDRONES4rivers_NW_UAV_2019_01_Winter.zip = projectname_projectsite_platform_year_no.season_name.season). To provide an overview of all files and general background information plus data preview the following files are stored in the info.zip folder:  •             Overview table and metadata of the above-mentioned data (xlsx) •             Summary (PDF, Detailed description of sensors and data acquisition procedure, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface models) Note: the data was processed with focus on spectral information and not for geodetic purposes. Georeferencing accuracy has not been checked in detail.

Spatially and temporally high-resolution data was acquired with the aid of multispectral sensors mounted on UAV and a gyrocopter platform for the purpose of classification. The work was part of the research and development project „Modern sensors and airborne remote sensing for the mapping of vegetation and hydromorphology along Federal waterways in Germany“ (mDRONES4rivers) in cooperation of the German Federal Institute of Hydrology (BfG), Geocoptix GmbH, Hochschule Koblenz und JB Hyperspectral Devices.  Within the project period (2019-2022) data was collected at different sites situated in Germany along the Rivers Rhine and Oder. All published data produced within the project can be found by searching for the keyword ‘mDRONES4rivers‘.  In this dataset, the following UAS data and metadata of the project site ‘Niederwerth’ (center coordinates [WGS84]: 50.386326°N, 7.613847°E; area: 27 ha) at the Rhine River in Germany is available for download: •             Multispectral orthophotos (GeoTiff; 6 bands: B, G, R, Red-Edge, NIR, Flag; camera: Micasense; resolution: 25 cm; abbreviation: MS_RAW) •             RGB-orthophotos (GeoTiff; 3 bands: R, G, B; camera: Phantom; resolution: 25 cm; abbreviation: PH_ORTHO) •             Digital Surface Models (GeoTiff; 1 band; camera: Phantom; resolution: ca. 5 cm; abbreviation : PH_DEM) •             associated Technical Reports (PDF; technical metadata concerning data acquisition, and processing using Agisoft Metashape, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface model) The above-mentioned files are provided for download as dataset stored in one directory per season depending on the date of data acquisition (e.g. mDRONES4rivers_NW_2019_01_Winter.zip = projectname_projectsite_year_no.season_name.season). To provide an overview of all files and general background information plus data preview the following files are additionally provided:  •             Overview table and metadata of the above-mentioned data (xlsx) •             Summary (PDF, Detailed description of sensors and data acquisition procedure, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface models) Note: the data was processed with focus on spectral information and not for geodetic purposes. Georeferencing accuracy has not been checked in detail. 

Spatially and temporally high-resolution data was acquired with the aid of multispectral sensors mounted on UAV and a gyrocopter platform for the purpose of classification. The work was part of the research and development project „Modern sensors and airborne remote sensing for the mapping of vegetation and hydromorphology along Federal waterways in Germany“ (mDRONES4rivers) in cooperation of the German Federal Institute of Hydrology (BfG), Geocoptix GmbH, Hochschule Koblenz und JB Hyperspectral Devices.  Within the project period (2019-2022) data was collected at different sites situated in Germany along the Rivers Rhine and Oder. All published data produced within the project can be found by searching for the keyword ‘mDRONES4rivers‘.  In this dataset, the following UAS data and metadata of the project site ‘Emmericher Ward’ (center coordinates [WGS84]: 50.385264°N, 6.198692°E; area: 53ha) at the Rhine River in Germany is available for download: •             Multispectral orthophotos (GeoTiff; 6 bands: B, G, R, Red-Edge, NIR, Flag; camera: Micasense; resolution: 25 cm; abbreviation: MS_RAW) •             RGB-orthophotos (GeoTiff; 3 bands: R, G, B; camera: Phantom; resolution: 25 cm; abbreviation: PH_ORTHO) •             Digital Surface Models (GeoTiff; 1 band; camera: Phantom; resolution: ca. 5 cm; abbreviation: PH_DEM) •             associated Technical Reports (PDF; technical metadata concerning data acquisition, and processing using Agisoft Metashape, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface model) The above-mentioned files are provided for download as dataset stored in one directory per season depending on the date of data acquisition (e.g. mDRONES4rivers_EW_UAV_2019_01_Winter.zip = projectname_projectsite_platform_year_no.season_name.season). To provide an overview of all files and general background information plus data preview the following files are stored in the info.zip folder:  •             Overview table and metadata of the above-mentioned data (xlsx) •             Summary (PDF, Detailed description of sensors and data acquisition procedure, 1x for multispectral orthophotos, 1x for RGB-orthophotos + digital surface models) Note: the data was processed with focus on spectral information and not for geodetic purposes. Georeferencing accuracy has not been checked in detail.