Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China
The mixture of tree species has gradually become the focus of forest research, especially native species mixing. Mixed-species plantations of Manchurian ash (<i>Fraxinus mandshurica </i>Rupr.) and Changbai larch (<i>Larix olgensis</i> Henry) have successfully been cultivated...
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doaj-a849a22a5dc747a080dc67df7241f21c2020-11-25T02:33:30ZengMDPI AGForests1999-49072020-05-011161061010.3390/f11060610Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern ChinaLongfei Xie0Faris Rafi Almay Widagdo1Lihu Dong2Fengri Li3Key Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, Heilongjiang, ChinaKey Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, Heilongjiang, ChinaKey Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, Heilongjiang, ChinaKey Laboratory of Sustainable Forest Ecosystem Management-Ministry of Education, School of Forestry, Northeast Forestry University, Harbin 150040, Heilongjiang, ChinaThe mixture of tree species has gradually become the focus of forest research, especially native species mixing. Mixed-species plantations of Manchurian ash (<i>Fraxinus mandshurica </i>Rupr.) and Changbai larch (<i>Larix olgensis</i> Henry) have successfully been cultivated in Northeast China. Height–diameter (<i>H–D</i>) models were found to be effective in designing the silvicultural planning for mixed-species plantations. Thus, this study aimed to develop a new system of <i>H–D</i> models for juvenile ash and larch mixed-species plantations, based on competition information and tree and stand attributes. The leave-one-out cross-validation was utilized for model validation. The result showed that the <i>H–D</i> relationship was affected not only by the tree attributes (i.e., tree size and competition information) but also by stand characteristics, such as site quality and species proportion of basal area. The best model explained more than 80% and 85% variation of the tree height of ash and larch, respectively. Moreover, model validation also confirmed the high accuracy of the newly developed model’s predictions. We also found that, in terms of total tree height, ash in middle rows were higher than those in side rows, while larch in the middle rows were higher in the early growth period but then became lower than those in the side rows, as the diameter increased. The newly established <i>H–D</i> models would be useful for forestry inventory practice and have the potential to aid decisions in mixed-species plantations of ash and larch.https://www.mdpi.com/1999-4907/11/6/610mixed-species plantationsChangbai larchManchurian ashmixing effect |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Longfei Xie Faris Rafi Almay Widagdo Lihu Dong Fengri Li |
spellingShingle |
Longfei Xie Faris Rafi Almay Widagdo Lihu Dong Fengri Li Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China Forests mixed-species plantations Changbai larch Manchurian ash mixing effect |
author_facet |
Longfei Xie Faris Rafi Almay Widagdo Lihu Dong Fengri Li |
author_sort |
Longfei Xie |
title |
Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China |
title_short |
Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China |
title_full |
Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China |
title_fullStr |
Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China |
title_full_unstemmed |
Modeling Height–Diameter Relationships for Mixed-Species Plantations of <i>Fraxinus mandshurica </i>Rupr. and <i>Larix olgensis</i> Henry in Northeastern China |
title_sort |
modeling height–diameter relationships for mixed-species plantations of <i>fraxinus mandshurica </i>rupr. and <i>larix olgensis</i> henry in northeastern china |
publisher |
MDPI AG |
series |
Forests |
issn |
1999-4907 |
publishDate |
2020-05-01 |
description |
The mixture of tree species has gradually become the focus of forest research, especially native species mixing. Mixed-species plantations of Manchurian ash (<i>Fraxinus mandshurica </i>Rupr.) and Changbai larch (<i>Larix olgensis</i> Henry) have successfully been cultivated in Northeast China. Height–diameter (<i>H–D</i>) models were found to be effective in designing the silvicultural planning for mixed-species plantations. Thus, this study aimed to develop a new system of <i>H–D</i> models for juvenile ash and larch mixed-species plantations, based on competition information and tree and stand attributes. The leave-one-out cross-validation was utilized for model validation. The result showed that the <i>H–D</i> relationship was affected not only by the tree attributes (i.e., tree size and competition information) but also by stand characteristics, such as site quality and species proportion of basal area. The best model explained more than 80% and 85% variation of the tree height of ash and larch, respectively. Moreover, model validation also confirmed the high accuracy of the newly developed model’s predictions. We also found that, in terms of total tree height, ash in middle rows were higher than those in side rows, while larch in the middle rows were higher in the early growth period but then became lower than those in the side rows, as the diameter increased. The newly established <i>H–D</i> models would be useful for forestry inventory practice and have the potential to aid decisions in mixed-species plantations of ash and larch. |
topic |
mixed-species plantations Changbai larch Manchurian ash mixing effect |
url |
https://www.mdpi.com/1999-4907/11/6/610 |
work_keys_str_mv |
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