TreeNetAI

A Toolbox designed around neural networks for time series analysis of TreeNet data. The software containing the machine learning models is stored as a repository on GitHub (https://github.com/treenet/treenetai) and licensed under GNU GENERAL PUBLIC LICENSE version 3.

TreeNet (treenet.info) is an international monitoring and research network in which automated tree stem radius fluctuations measured with point dendrometers are analyzed in terms of forest ecosystem responses to climate change. A continuous stream of microclimate and tree physiology data provides realtime information on tree water relations and tree growth.

TreeNet aims to link research results from carbon flux sites with dendrometer data to entire landscapes. Further it provides online-tools to its partners to automatically interpret stem radius fluctuations in terms of tree water deficit, wood growth and related indicators for forest ecosystem carbon sink and drought stress.

The project was initiated by Roman Zweifel, WSL and Werner Eugster, ETHZ in 2009.

Funding Information:

This work was supported by:
  • ETH ORD Program (link)
  • Swiss Federal Office for the Environment and the involved partner institutions (https://treenet.info)) (link) (Grant/Award: 00.5053. PZ / 935559972)

Related Publications

Mirko Luković, Roman Zweifel et al. (2022), Reconstructing radial stem size changes of trees with machine learning, J. R. Soc. Interface, 1920220349. http://doi.org/10.1098/rsif.2022.0349

Citation:

Lukovic, Mirko; Zweifel, Roman (2025). TreeNetAI. EnviDat. doi:10.16904/envidat.446.

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Data and Resources

Metadata

Field Values
DOI 10.16904/envidat.446
Publication State Published
Authors
  • Email: mirko.lukovicfoo(at)wsl.ch ORCID: 0000-0003-0694-1621 Given Name: Mirko Family Name: Lukovic Affiliation: WSL DataCRediT: Software, Publication, Supervision
  • Email: roman.zweifelfoo(at)wsl.ch ORCID: 0000-0001-9438-0582 Given Name: Roman Family Name: Zweifel Affiliation: Swiss Federal Institute for Forest Snow and Landscape Research WSL, Zuercherstrasse 111, 8903 Birmensdorf, Switzerland DataCRediT: Software, Publication, Supervision
Contact Person Given Name: Mirko Family Name: Lukovic Email: mirko.lukovicfoo(at)wsl.ch Affiliation: WSL ORCID: 0000-0003-0694-1621
Subtitles
Publication Publisher: EnviDat Year: 2025
Dates
  • Type: Created Date: 2012-03-01 End Date: 2025-03-06
Version 0.1
Type software
General Type Software
Language English
Location Switzerland
Content License Other (Specified in the description)
Last Updated March 25, 2025, 12:23 (UTC)
Created March 6, 2025, 14:14 (UTC)