default author photo

Francesco Minunno

University of Helsinki

University of Helsinki

Helsinki, FIN-00014

Finland

  • University of Helsinki

SCHOLARLY PAPERS

2

DOWNLOADS

58

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Testing the Application of Process-Based Forest Growth Model Prebas to Uneven-Aged Forests in Finland

Number of pages: 32 Posted: 28 Jun 2022
Man Hu, Francesco Minunno, Mikko Peltoniemi, Anu Akujärvi and Annikki Mäkelä
affiliation not provided to SSRN, University of Helsinki, Natural Resources Institute Finland, Government of the Republic of Finland - Finnish Environment Institute and University of Helsinki
Downloads 48 (1,086,013)

Abstract:

Loading...

Process-based model, Uneven-aged forest, Size classes, Layer photosynthesis, Mortality

2.

An Unsupervised Machine Learning Approach for Enhancing Forest Structure Estimation in Uneven-Aged Stands

Number of pages: 33 Posted: 17 Jan 2026
Ismael López Lozano, Francesco Minunno, Ritika Srinet, Jonathan Holder and Annikki Mäkelä
University of Helsinki - Department of Forest Sciences, University of Helsinki, University of Helsinki, University of Helsinki and University of Helsinki
Downloads 10 (1,548,648)

Abstract:

Loading...

Unsupervised Clustering Analysis, Principal Component Analysis (PCA), Density-Based Clustering Algorithm (DBSCAN), Hierarchical Clustering (HC), Gaussian Mixture clustering (GM), Forest modelling