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Updated: Jul 19, 2025

Development of an Individual-Tree Basal Area Increment Model using a Linear Mixed-Effects Approach
Published on: July 3, 2020
Modelling and testing forest ecosystems condition account
Adrián G Bruzón1, Patricia Arrogante-Funes1, Fernando Santos-Martín1
1Department of Chemical and Environmental Technology, ESCET, Rey Juan Carlos University, C/Tulipán s/n, Móstoles, 28933, Madrid, Spain.
A new model maps forest ecosystem condition using the System of Environmental Economic Accounting-Ecosystem Accounting (SEEA-EA) framework. Spanish forests showed a slight condition improvement from 2000-2015, with varied trends across ecosystem types.
Area of Science:
- Environmental accounting
- Ecosystem assessment
- Forestry science
Background:
- The United Nations Statistical Commission endorsed the System of Environmental Economic Accounting-Ecosystem Accounting (SEEA-EA) framework in 2021.
- Monitoring forest ecosystem condition is crucial for conservation and management.
- A standardized, spatially explicit method for assessing forest condition was lacking.
Purpose of the Study:
- To develop and apply an automated model for mapping forest ecosystem condition accounts.
- To test the model's effectiveness nationally in Spain from 2000 to 2015.
- To provide insights into forest condition status and trends for policy-making.
Main Methods:
- Developed an application model based on the SEEA-EA framework.
- Defined forest ecosystem types and selected condition variables (physical, chemical, structural, etc.).
- Established reference levels, aggregated variables into an index, and rescaled to a 0-1 range.
Main Results:
- The model successfully generated spatially explicit forest condition accounts for Spain (2000-2015).
- Overall forest ecosystem condition in Spain slightly increased from 0.56 to 0.58.
- Distinct trends were observed: mixed Alpine and Macaronesia forests improved, while Mediterranean coniferous forests remained unchanged.
Conclusions:
- The automated SEEA-EA based model effectively monitors forest condition accounts.
- Findings highlight the need for tailored conservation strategies based on ecosystem-specific trends.
- The approach supports evidence-based nature conservation, ecosystem service management, and restoration planning.
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