Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores

In many countries, National Forest Inventory (NFI) data is used to assess the variability of forest growth across the country. The identification of areas with similar growths provides the foundation for development of regional models. The objective of the present study is to identify areas with sim...

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Main Authors: Gheorghe Marin, Vlad C. Strimbu, Ioan V. Abrudan, Bogdan M. Strimbu
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Forests
Subjects:
Online Access:https://www.mdpi.com/1999-4907/11/4/409
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spelling doaj-c98e95ade7f24e1fa59b2183d28da0dc2020-11-25T03:10:56ZengMDPI AGForests1999-49072020-04-011140940910.3390/f11040409Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment CoresGheorghe Marin0Vlad C. Strimbu1Ioan V. Abrudan2Bogdan M. Strimbu3Faculty of Silviculture and Forest Engineering, Transilvania University Brasov, 500036 Brasov, RomaniaFaculty of Forestry, University of British Columbia, Vancouver, BC V6T 1Z4, CanadaFaculty of Silviculture and Forest Engineering, Transilvania University Brasov, 500036 Brasov, RomaniaCollege of Forestry, Oregon State University, Corvallis, OR 97331, USAIn many countries, National Forest Inventory (NFI) data is used to assess the variability of forest growth across the country. The identification of areas with similar growths provides the foundation for development of regional models. The objective of the present study is to identify areas with similar diameter and basal area growth using increment cores acquired by the NFI for the three main Romanian species: Norway spruce (<i>Picea abies</i> L. Karst), European beech (<i>Fagus sylvatica</i> L.), and Sessile oak (<i>Quercus petraea</i> (Matt.) Liebl.). We used 6536 increment cores with ages less than 100 years, a total of 427,635 rings. The country was divided in 21 non-overlapping ecoregions based on geomorphology, soil, geology and spatial contiguousness. Mixed models and multivariate analyses were used to assess the differences in annual dimeter at breast height and basal area growth among ecoregions. Irrespective of the species, the mixed models analysis revealed significant differences in growth between the ecoregions. However, some ecoregions were similar in terms of growth and could be aggregated. Multivariate analysis reinforced the difference between ecoregions and showed no temporal grouping for spruce and beech. Sessile oak growth was separated not only by ecoregions, but also by time, with some ecoregions being more prone to draught. Our study showed that countries of median size, such as Romania, could exhibit significant spatial differences in forest growth. Therefore, countrywide growth models incorporate too much variability to be considered operationally feasible. Furthermore, it is difficult to justify the current growth and yield models as a legal binding planning tool.https://www.mdpi.com/1999-4907/11/4/409spatial variabilityannual ringsNational Forest Inventoryecoregionsmixed models<i>Picea abies</i>
collection DOAJ
language English
format Article
sources DOAJ
author Gheorghe Marin
Vlad C. Strimbu
Ioan V. Abrudan
Bogdan M. Strimbu
spellingShingle Gheorghe Marin
Vlad C. Strimbu
Ioan V. Abrudan
Bogdan M. Strimbu
Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
Forests
spatial variability
annual rings
National Forest Inventory
ecoregions
mixed models
<i>Picea abies</i>
author_facet Gheorghe Marin
Vlad C. Strimbu
Ioan V. Abrudan
Bogdan M. Strimbu
author_sort Gheorghe Marin
title Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
title_short Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
title_full Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
title_fullStr Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
title_full_unstemmed Regional Variability of the Romanian Main Tree Species Growth Using National Forest Inventory Increment Cores
title_sort regional variability of the romanian main tree species growth using national forest inventory increment cores
publisher MDPI AG
series Forests
issn 1999-4907
publishDate 2020-04-01
description In many countries, National Forest Inventory (NFI) data is used to assess the variability of forest growth across the country. The identification of areas with similar growths provides the foundation for development of regional models. The objective of the present study is to identify areas with similar diameter and basal area growth using increment cores acquired by the NFI for the three main Romanian species: Norway spruce (<i>Picea abies</i> L. Karst), European beech (<i>Fagus sylvatica</i> L.), and Sessile oak (<i>Quercus petraea</i> (Matt.) Liebl.). We used 6536 increment cores with ages less than 100 years, a total of 427,635 rings. The country was divided in 21 non-overlapping ecoregions based on geomorphology, soil, geology and spatial contiguousness. Mixed models and multivariate analyses were used to assess the differences in annual dimeter at breast height and basal area growth among ecoregions. Irrespective of the species, the mixed models analysis revealed significant differences in growth between the ecoregions. However, some ecoregions were similar in terms of growth and could be aggregated. Multivariate analysis reinforced the difference between ecoregions and showed no temporal grouping for spruce and beech. Sessile oak growth was separated not only by ecoregions, but also by time, with some ecoregions being more prone to draught. Our study showed that countries of median size, such as Romania, could exhibit significant spatial differences in forest growth. Therefore, countrywide growth models incorporate too much variability to be considered operationally feasible. Furthermore, it is difficult to justify the current growth and yield models as a legal binding planning tool.
topic spatial variability
annual rings
National Forest Inventory
ecoregions
mixed models
<i>Picea abies</i>
url https://www.mdpi.com/1999-4907/11/4/409
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