Vegetation Height Model Sentinel NFI

Description

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.

Resources

Name Format Description Link
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/1320cdac-5544-47d8-acaf-983fd88744a4
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/6f9a20f7-78bf-4cc5-b734-c52d63bbfd0a
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/12ed6aff-aeed-45f4-aed3-81e17797a8da
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/284e4292-df10-4227-85b5-1fc7024def5b
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/771519e8-6435-463c-a2cb-57031ee25861
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/f0496550-ac9a-4dfd-bfea-68e601e9f3f7
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/c57585ec-51da-4aeb-bf90-c5598e14d3c6
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/8fc7f306-c788-4b1c-9a17-8dfe946c9681
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/f0496550-ac9a-4dfd-bfea-68e601e9f3f7
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/1320cdac-5544-47d8-acaf-983fd88744a4
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/c57585ec-51da-4aeb-bf90-c5598e14d3c6
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/8fc7f306-c788-4b1c-9a17-8dfe946c9681
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/6f9a20f7-78bf-4cc5-b734-c52d63bbfd0a
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/12ed6aff-aeed-45f4-aed3-81e17797a8da
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/284e4292-df10-4227-85b5-1fc7024def5b
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/771519e8-6435-463c-a2cb-57031ee25861
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/8fc7f306-c788-4b1c-9a17-8dfe946c9681
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/c57585ec-51da-4aeb-bf90-c5598e14d3c6
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/12ed6aff-aeed-45f4-aed3-81e17797a8da
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/6f9a20f7-78bf-4cc5-b734-c52d63bbfd0a
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/284e4292-df10-4227-85b5-1fc7024def5b
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/771519e8-6435-463c-a2cb-57031ee25861
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/f0496550-ac9a-4dfd-bfea-68e601e9f3f7
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/1320cdac-5544-47d8-acaf-983fd88744a4
48 https://www.envidat.ch/dataset/vegetation-height-model-sentinel-nfi/resource/cd9f3543-87a3-4eb5-ab05-a4388a7967c4

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