mDRONES4rivers-project: Classification results based on UAV data of project sites situated in riparian zones along federal waterways in Germany with focus on the Rhine River, Germany

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) an object oriented image classification was conducted based on UAV and gyrocopter data for 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 classification results and metadata of the project sites situated in riparian zones along federal waterways in Germany with focus on the Rhine River, Germany is available for download:

•             Basic & Vegetation Classification (ESRI Shapefile; abbreviation: lvl2_vegetation_units)

•             Classification of dominant stands (ESRI Shapefile; abbreviation: lvl4_dominant_stands )

•             Classification of substrat types (ESRI Shapefile; abbreviation: lvl4_substrate_types)

•             associated reports (PDF; statistical and additional information on the classifiaction results and workflow)

The above-mentioned files are provided for download as dataset stored in one directory per projekt site and season (e.g. mDRONES4rivers_Niederwerth_2019_03_Summer_Classification.zip = projectname_projectsite_year_no.season_name.season_product). To provide an overview of all files and general background information plus data preview the following files are additionally provided: 

•             Portfolios (PDF, Detailed description of classification products and classification workflow, 1x for basic surface types, 1x for classification of vegetation units, 1x for classification of dominant stands,  1x for classification of substrate types)

•            Color Coding table for the visualization of the classifiaction units (.xlsx)

 
Citation proposal
(2023) . mDRONES4rivers-project: Classification results based on UAV data of project sites situated in riparian zones along federal waterways in Germany with focus on the Rhine River, Germany. Bundesanstalt für Gewässerkunde (BfG) https://gdk.gdi-de.org/geonetwork/srv/api/records/607955510865305600
 

INSPIRE

Identification

File identifier
607955510865305600   XML
Hierarchy level
Dataset
Online resource
Resource identifier
Metadata language
German
Encoding
Projection
 

Classification of data and services

Topic category
  • Environment
 

Classification of data and services

Coupled resource
Coupled resource
 
 

Classification of data and services

Coupled resource
Coupled resource
 
 

Keywords

Other keywords
Keywords
  • Remote Sensing
  • multispectral
  • UAV
  • UAS
  • Image Classification
  • Vegetation
  • Substrate
  • Hydromorphology
  • water
  • federal waterways
  • Rhine
  • Emmericher Ward
  • near infrared
  • RGB
  • Digital Surface Model
  • DSM
  • mDRONES4rivers
  • renaturation
  • riparian
  • river
  • drone
  • monitoring
  • orthophoto
  • high-resolution
  • aerial
  • ESRI Shapefile
  • open data
  • Niederwerth
  • Nonnenwerth
  • Laubenheim
  • Kuehkopf-Knoblochsaue
  • mcloud_id:5A2C1834-2DA6-4335-BC84-D25D0358D849
  • mFUND-FKZ 19F2054
  • mFUND-Projekt mDRONES4rivers
 
 

Geographic coverage

N
S
E
W


 

Temporal reference

Temporal extent
Temporal extent
Date ( Publication )
2023-06-20T11:43:09+00:00
Date ( Revision )
2023-06-20T11:43:09+00:00
 

Quality and validity

 

Conformity

Conformity
Conformity
 

Conformity

Conformity
Conformity
 

Restrictions on access and use

Access constraints
https://w3id.org/mdp/schema/license#LICENSE_FREE_USE_OPEN_DATA
Access constraints
This dataset results from the joint project 'mDRONES4rivers' funded by the research initiative mFUND of the German Federal Ministry for Digital and Transport – BMDV (19F2054A-D). Person in Charge: Bjoern Baschek
Access constraints
http://dcat-ap.de/def/licenses/cc-by/4.0
 

Restrictions on access and use

 

Responsible organization (s)

Contact for the resource
Organisation name
Bundesanstalt für Gewässerkunde (BfG)
Email
UNKNOWN
Organisation name
Bundesanstalt für Gewässerkunde (BfG)
Email
UNKNOWN
 

Responsible organization (s)

Contact for the resource
Organisation name
Bundesanstalt für Gewässerkunde (BfG)
Email
UNKNOWN
Organisation name
Bundesanstalt für Gewässerkunde (BfG)
Email
UNKNOWN
 

Metadata information

Contact for the metadata
Organisation name
Bundesanstalt für Gewässerkunde (BfG)
Email
UNKNOWN
Date stamp
2023-06-20
Metadata language
German
 
 

SDS

Conformance class 1: invocable

Access Point URL
Endpoint URL
Technical specification
 

Conformance class 2: interoperable

Coordinate reference system
 
Quality of Service
 
Access constraints
Limitation
 
Use constraints
Limitation
 
Responsible custodian
Contact for the resource
 
 

Conformance class 3: harmonized

 
 

  Overviews

  Provided by

  Views

Read here the full details and access to the data.

  Associated resources

Not available