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Vegetation height model Sentinel NFI

Countrywide vegetation height models (VHM) were generated for Switzerland based on Copernicus Sentinel-2 imagery and the digital terrain model (DTM) swissALTI3D from the Swiss Federal Office of Topography swisstopo. A Convolutional Neural Network (CNN) model was trained to estimate the maximum vegetation height at the spatial resolution of the Sentinel-2 pixel of 10 m. Vegetation heights from the spatially higher-resolved VHM Lidar NFI were used as reference data for the CNN training. Within the framework of the Swiss National Forest Inventory (NFI), the VHMs were modelled annually based on available Sentinel-2 imagery from May – September of the respective year. Further details on the creation of the VHM Sentinel NFI can be found in the paper Jiang et al. (2023, https://doi.org/10.1016/j.srs.2023.100099). Contains modified Copernicus Sentinel data.

Simple

Alternate title

Vegetation height model Sentinel NFI

Date (Revision)
2026-03-05
Date (Creation)
2016-10-31
Identifier
ch.bafu.landesforstinventar-vegetationshoehenmodell_sentinel

Status
Completed

Owner

Forest Division, Federal Office of the Environment - BAFU Wald
Bern
3003
CH
+41 58 464 78 64
+41 58 464 78 66 (facsimile)
https://www.bafu.admin.ch/en/forest-division

Owner

Swiss Federal Institute for Forest, Snow and Landscape Research WSL - Info WSL
Birmensdorf
8903
+41 44 739 21 11

Point of contact

Swiss Federal Institute for Forest, Snow and Landscape Research WSL - Remote Sensing
Birmensdorf
8903
+41 44 739 21 11
https://www.wsl.ch/en/about-wsl/organisation/research-units/land-change-science/remote-sensing/

Spatial resolution

Equivalent scale

Denominator
25000
Topic category
  • G Biota

Extent

Extent

Description

Switzerland

N
S
E
W








Maintenance and update frequency
Annually
Duration of Conservation
100
Appraisal of Archival Value
A
Reason for Archiving Value
Evidence of business practice
geocat.ch
  • FSDI Federal Spatial Data Infrastructure

  • official geodata

  • FISE (Forest Information System for Europe)

  • opendata.swiss

  • Conservation and archiving planning AAP - Confederation

GEMET
  • wood

  • forest resource

geocat.ch
  • FSDI Federal Spatial Data Infrastructure

Resource constraints

Use constraints
Other restrictions
Other constraints
Opendata BY: Open use. Must provide the source.

Associated resource

Title

Vegetation height model NFI

Association Type
Reference to a master resource of which this one is a part
Language
Deutsch
Character encoding
8859 Part 1
Basic Geodata
true
Basic Geodata ID

164.19

Basic Geodata Legal Level
Federal
Distribution format
  • GeoTIFF (GEOTIFF)

Distributor

Forest Division, Federal Office of the Environment - BAFU Wald
Bern
3003
CH
+41 58 464 78 64
+41 58 464 78 66 (facsimile)
https://www.bafu.admin.ch/en/forest-division

Digital transfer options

OnLine resource

ch.bafu.landesforstinventar-vegetationshoehenmodell_sentinel

WMS-FSDI service, layer "Vegetation height model Sentinel NFI"

Digital transfer options

OnLine resource

ch.bafu.landesforstinventar-vegetationshoehenmodell_sentinel

WMTS-FSDI service, layer "Vegetation height model Sentinel NFI"

Digital transfer options

OnLine resource

Vorschau map.geo.admin.ch

Digital transfer options

OnLine resource

Vegetation Height Model NFI

Link to description

Digital transfer options

OnLine resource

STAC Browser

Link for download

Digital transfer options

OnLine resource

https://map.bafu.admin.ch

Link to portal

Geometric object type
Surface
Reference system identifier
EPSG:2056

Metadata

Metadata identifier
da98f1ff-d427-4e8f-b4fc-691e6ff31ed0

Language
Deutsch
Character encoding
UTF8
Language
Français
Character encoding
UTF8
Language
Italiano
Character encoding
UTF8
Language
English
Character encoding
UTF8
Language
Rumantsch
Character encoding
UTF8

Point of contact

Forest Division, Federal Office of the Environment - BAFU Wald
Bern
3003
CH
+41 58 464 78 64
+41 58 464 78 66 (facsimile)
https://www.bafu.admin.ch/en/forest-division

Type of resource

Resource scope
Dataset
Metadata linkage

https://www.geocat.ch/geonetwork/srv/api/records/da98f1ff-d427-4e8f-b4fc-691e6ff31ed0

Date info (Creation)
2025-03-06T09:44:51.756Z
Date info (Revision)
2026-04-13T09:21:01.139464Z

Metadata standard

Title

eCH-0271

 
 

Overviews

Spatial extent

Keywords

GEMET

forest resource wood
geocat.ch

Conservation and archiving planning AAP - Confederation FISE (Forest Information System for Europe) FSDI Federal Spatial Data Infrastructure FSDI Federal Spatial Data Infrastructure official geodata opendata.swiss


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Access to the catalogue
Read here the full details and access to the data.




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