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What we know about Turkey oak (Quercus cerris L.) — from evolutionary history to species ecology 我们对土耳其栎(Quercus cerris L.)的了解--从进化史到物种生态学
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-07-10 DOI: 10.1093/forestry/cpae035
Botond B Lados, Attila Benke, Attila Borovics, Zoltán A Köbölkuti, Csilla É Molnár, László Nagy, Endre Gy Tóth, Klára Cseke
{"title":"What we know about Turkey oak (Quercus cerris L.) — from evolutionary history to species ecology","authors":"Botond B Lados, Attila Benke, Attila Borovics, Zoltán A Köbölkuti, Csilla É Molnár, László Nagy, Endre Gy Tóth, Klára Cseke","doi":"10.1093/forestry/cpae035","DOIUrl":"https://doi.org/10.1093/forestry/cpae035","url":null,"abstract":"Turkey oak (Quercus cerris L.) is a deciduous tree species of the genus Quercus section Cerris (Fagaceae), widely distributed in Europe and Asia Minor. Throughout its vast distribution range, the species carries high phenotypic and genetic variability. Due to its high drought tolerance, Turkey oak may have great potential to be a key tree species in Central and Western Europe under climate change conditions. However, more detailed information on its phylogeny, phylogeography, phenotypic, and genetic variability is still needed for a more careful and reliable assessment of the species’ adaptation potential. To this end, based on 41 reviewed articles, we collected detailed information to support the evaluation of Turkey oak’s adaptation potential under climate change. In the reviewed articles, we observed a significantly lower number of genetic studies of the members of the section Cerris (especially the Euro-Mediterranean species) relative to the subgenus Quercus. We also identified research gaps with respect to the functional and population genetics of the species that should be addressed in the future. Nevertheless, the different evolutionary background and adaptation strategies of Turkey oak as compared to Central European white oaks, as well as its high phenotypic and genetic variability, may indeed represent a great potential for this species to support the climate adaptation of forestry in Central and Western Europe.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141587718","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Natural forests support higher mycological diversity and more edible mushroom species than plantation forests in Ethiopia 在埃塞俄比亚,天然林比人工林支持更高的菌类多样性和更多的食用菌种类
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-07-01 DOI: 10.1093/forestry/cpae033
Shasho Megersa, Yonas Yohannes, Tatek Dejene, Pablo Martín-Pinto
{"title":"Natural forests support higher mycological diversity and more edible mushroom species than plantation forests in Ethiopia","authors":"Shasho Megersa, Yonas Yohannes, Tatek Dejene, Pablo Martín-Pinto","doi":"10.1093/forestry/cpae033","DOIUrl":"https://doi.org/10.1093/forestry/cpae033","url":null,"abstract":"To identify measures to protect and conserve macrofungal communities in Ethiopian forests, we need a more comprehensive understanding of macrofungal diversity, functions, and fruiting body production. In this study, we assessed macrofungal communities in three forest types in Gambo Forest District, South-Central Ethiopia. We surveyed 18 plots (each 1000 m2) located in a clear-cut and replanted plantation forest, an old plantation forest, and a natural forest. We identified a total of 132 macrofungal species, of which 75% were saprotrophic, 16% were ectomycorrhizal, and 9% were plant pathogens. We identified 40 edible species, including economically important species, such as those from the genus of Agaricus, Morchella, Cantharellus, Suillus, and Termitomyces. The three forests were significantly different (P < .001) in terms of their macrofungal community composition, with natural forest having the highest species richness and unique community assemblages. In total, 86 macrofungal species were collected from natural forest, of which 28 species were edible. The macrofungal diversity of clear-cut and old plantation forests did not differ significantly. Our findings suggest that prioritizing the restoration or preservation of fragmented natural forests rather than the expansion of exotic tree plantations would be a more effective strategy for conserving and enhancing macrofungal species diversity and the production of economically valuable edible species.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Vision-based planting position selection system for an unmanned reforestation machine 基于视觉的无人造林机植树位置选择系统
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-06-24 DOI: 10.1093/forestry/cpae032
Songyu Li, Morgan Rossander, Håkan Lideskog
{"title":"Vision-based planting position selection system for an unmanned reforestation machine","authors":"Songyu Li, Morgan Rossander, Håkan Lideskog","doi":"10.1093/forestry/cpae032","DOIUrl":"https://doi.org/10.1093/forestry/cpae032","url":null,"abstract":"Research on automated seedling planting systems in forestry is a crucial aspect of forestry automation. This paper introduces the development of a vision-based automated seedling planting position selection system, integrated with hardware and software components on an unmanned forest machine platform. Developed around object detection as the core, this research presents a comprehensive system consisting of two main functionalities: (i) A vision system that performs obstacle detection and localization, providing estimated obstacle types, sizes, and positions to the plant planner function. (ii) A plant planner function utilizes this information to plan the plantable areas and selects suitable planting locations. The integrated system has been tested in the field and we found it to effectively determine suitable planting locations on the ground of a clear-cut. The implementation of this system lays the foundation for subsequent automated planting operations. Furthermore, the automation of forest seedling planting reduces the need for manual labor and enhances planting precision, contributing to improved forest health and ecological balance. Looking ahead, this research offers insights into the future development of unmanned forestry operations, making strides in automating forest management, achieving cost-effectiveness, and facilitating ecological restoration.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501999","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Using winter diet composition and forage plant availability to determine browse selection and importance for moose (Alces alces) in a landscape modified by industrial forestry 利用冬季食物组成和饲料植物的可用性来确定驼鹿(Alces alces)在被工业化林业改变的景观中的草食选择和重要性
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-05-09 DOI: 10.1093/forestry/cpae019
Kai Breithaupt, Roy V Rea, Michael P Gillingham, Daniel A Aitken, Dexter P Hodder
{"title":"Using winter diet composition and forage plant availability to determine browse selection and importance for moose (Alces alces) in a landscape modified by industrial forestry","authors":"Kai Breithaupt, Roy V Rea, Michael P Gillingham, Daniel A Aitken, Dexter P Hodder","doi":"10.1093/forestry/cpae019","DOIUrl":"https://doi.org/10.1093/forestry/cpae019","url":null,"abstract":"Between 2000 and 2015, moose (Alces alces L.) populations within some areas of north-central British Columbia, Canada declined by 70%. Such declines are occurring in other regions within the range of moose. One cause for mortalities of cow and calf moose in British Columbia was apparent starvation, implying a potential connection to food supply. To investigate possible connections between moose declines and industrial forestry, we examined moose winter diets relative to browse availability in six Biogeoclimatic Ecosystem Classification subzones within north-central British Columbia. In the spring of 2017, we collected moose winter pellets. To assess diet, pellets were analyzed using microhistology, a common technique for quantifying the diets of ungulates. In the summer of 2018, we used a modified point-intercept method to survey browse plant availability at pellet collection sites. We related diet composition to plant availability through indices of selection (use of a forage species relative to availability) and values of importance (the proportion of a species in the diet as a function of its occurrence in the environment) of various browse items to moose. Twenty-eight species of potential browse plants were identified in our browse availability surveys. Only 12 of these plants were found in moose pellets, with four plants [subalpine fir (Abies lasiocarpa Hooker), willow (Salix spp. Linnaeus), paper birch (Betula papyrifera Marshall), and trembling aspen (Populus tremuloides Michaux)] comprising the majority (93.3%) of the diet. We used mixed-model analyses to examine differences between these top four winter diet items, in relation to: (i) diet composition; (ii) plant availability; (iii) selection by moose; and (iv) importance to moose. Subalpine fir (mean: 45.7%) was a significantly larger diet component in pellets than aspen (5.7%) and willow (19.5%), but there was no significant difference in the proportions of subalpine fir and birch (22.4%). Birch and willow were found in significantly higher proportions than aspen, but proportions of birch and willow in pellets did not differ. The availability of the top four diet items was not significantly different between species. Subalpine fir, aspen, birch, and willow were the most selected diet items, but selection was not significantly different between them. The importance values of subalpine fir, birch, and willow were not significantly different from one another, but all three were significantly greater than the importance value for aspen. Diet composition, availability, selection, and importance did not vary between subzones surveyed. The high selection for and importance of subalpine fir, birch, willow, and aspen by moose in winter demonstrate the need to ensure these browse species are maintained on moose ranges, especially where moose populations are declining. Where industrial forestry impacts the abundance and species composition of winter browses for moose, we encourage forest planners","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140934573","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Volume prediction of young improved Sitka spruce trees in Great Britain through Bayesian model averaging 通过贝叶斯模型平均法预测英国改良西特卡云杉幼树的体积
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-03-26 DOI: 10.1093/forestry/cpae010
Rubén Manso, Andrew Price, Adam Ash, Elspeth Macdonald
{"title":"Volume prediction of young improved Sitka spruce trees in Great Britain through Bayesian model averaging","authors":"Rubén Manso, Andrew Price, Adam Ash, Elspeth Macdonald","doi":"10.1093/forestry/cpae010","DOIUrl":"https://doi.org/10.1093/forestry/cpae010","url":null,"abstract":"More and earlier thinning operations are expected in Sitka spruce planted forests in Great Britain as a result of an increased demand for biomass and faster growth driven by breeding. It is however unknown whether the current models, which were designed to predict volume in adult trees, can provide unbiased volume predictions for the young individuals that are likely to be harvested in future thinning operations. The primary objective of this study was to answer this question. To do this, we used retrospective data from a destructive experiment originally aimed at assessing timber properties to reconstruct the taper and volume of 12 improved Sitka spruce trees at different ages. These volumes were then compared against the predictions from the current methods, which were found to be from moderately to strongly biased. The second objective was to provide proof of concept that a combination of existing volume models and other theoretical volume models could yield less biased predictions. We successfully addressed this objective through the Bayesian model averaging approach. The method, albeit tested with limited data, proved to be a promising alternative until new volume models are released. Further data from other available destructive experiments can be used to refine our calibration.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140311878","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of reforestation tree species on decomposition of larch stumps and coarse roots: role of wood microbial communities and soil properties 造林树种对落叶松树桩和粗根分解的影响:木材微生物群落和土壤特性的作用
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-03-25 DOI: 10.1093/forestry/cpae012
Yang Yue, Xiuli Men, Xiangwei Chen
{"title":"Influence of reforestation tree species on decomposition of larch stumps and coarse roots: role of wood microbial communities and soil properties","authors":"Yang Yue, Xiuli Men, Xiangwei Chen","doi":"10.1093/forestry/cpae012","DOIUrl":"https://doi.org/10.1093/forestry/cpae012","url":null,"abstract":"Stumps and coarse roots are the most important coarse woody debris component in managed forests. However, their decomposition is still poorly understood, especially the influence of the characteristics of the microbial communities on wood decomposition. In this study, we investigated decaying larch (Larix olgensis Henry) stumps and coarse roots in reforestations of birch (Betula pendula Roth.), ash (Fraxinus mandshurica Rupr.), pine (Pinus sylvestris var. Mongolica), and larch in the northeast of China. We measured wood density loss, cellulose, and lignin concentrations, analyzed microbial community composition, and assessed the physical and chemical properties of woodland soils. Our findings reveal that larch stumps and coarse roots experienced the most rapid decomposition within birch reforestation areas, exhibiting significant density loss in stumps (33.84%) and coarse roots (43.68%). Bacterial diversity on larch stumps and coarse roots was highest in birch reforestation, with dominant phyla including Proteobacteria, Actinobacteriota, and Bacteroidota. Fungal diversity was also highest in birch reforestation, with Ascomycota as the dominant phylum in larch stumps and coarse roots. Furthermore, a mantel test analysis indicated that soil pH and temperature were significant factors in wood decomposition which affected microbial communities. This suggests that the choice of the reforestation tree species affects the decomposition of stumps and coarse roots by affecting soil properties and wood microbial communities. Understanding this process is vital for refining carbon balance evaluations, and enhancing ecosystem-level carbon modeling.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140311753","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Acute and Chronic Oak Decline in urban and forest ecosystems in Southern Italy 意大利南部城市和森林生态系统中橡树的急性和慢性衰退
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-03-25 DOI: 10.1093/forestry/cpae011
Giambattista Carluccio, Erika Sabella, Davide Greco, Marzia Vergine, Angelo Giovanni Delle Donne, Eliana Nutricati, Alessio Aprile, Luigi De Bellis, Andrea Luvisi
{"title":"Acute and Chronic Oak Decline in urban and forest ecosystems in Southern Italy","authors":"Giambattista Carluccio, Erika Sabella, Davide Greco, Marzia Vergine, Angelo Giovanni Delle Donne, Eliana Nutricati, Alessio Aprile, Luigi De Bellis, Andrea Luvisi","doi":"10.1093/forestry/cpae011","DOIUrl":"https://doi.org/10.1093/forestry/cpae011","url":null,"abstract":"Since recently, a decline of holm oak (Quercus ilex L.) is observed in Salento (South Italy), this caused concern regarding the protection of native biodiversity and local forests. Symptomatic trees show browning of leaves, thinning of canopy, and loss of branches. The aim of this study was to understand the biotic factors involved in the observed decline. During the monitoring activity, the use of phenotypic descriptors highlighted the presence of two types of decline with distinct symptoms among oaks in rural and urban areas, which could be classified as Acute Oak Decline (AOD) and Chronic Oak Decline (COD), respectively. Following this, diagnostic analyses were carried out to assess the presence of various holm oak pathogens on twigs, trunk, and soil. These analyses revealed the presence of several Botryosphaeriaceae oak pathogens, present ubiquitously between the two environmental contexts, with Diplodia seriata being overall the most prevalent. Contrarily, bacteria associated with AOD were only present in the rural areas and included: Brenneria goodwinii, Gibbsiella quercinecans, and Rahnella victoriana. As far as known to the authors, this is the first time these pathogens have been found in the Mediterranean coastal regions. Lastly, soil analyses performed to detect the presence of Phytophthora cinnamomi were negative. Our results highlight the presence of several pathogens, which indicates that oak decline is a multifactorial phenomenon for which the predisposing, initial, and contributing factors are not yet known particularly for the recently described AOD and COD. Finally, the identification of AOD-related bacteria in Salento is a cause of concern for the need of urgent management actions aimed to contain their spread and to preserve the forest heritage of the region.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140316780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Post-harvest regeneration is driven by ecological factors rather than wood procurement intensity in eastern Canadian forests 加拿大东部森林采伐后再生的驱动因素是生态因素而非木材采购强度
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-03-17 DOI: 10.1093/forestry/cpae008
Claudie-Maude Canuel, Évelyne Thiffault, Nelson Thiffault
{"title":"Post-harvest regeneration is driven by ecological factors rather than wood procurement intensity in eastern Canadian forests","authors":"Claudie-Maude Canuel, Évelyne Thiffault, Nelson Thiffault","doi":"10.1093/forestry/cpae008","DOIUrl":"https://doi.org/10.1093/forestry/cpae008","url":null,"abstract":"Biomass from surplus forest growth that is not harvested for wood supply of conventional industries can be an important source of feedstock for bioenergy. Its procurement can be integrated with little effort into current harvest operations. However, the increasing harvesting intensity to meet greater demand for biomass procurement can impact forest ecosystem functions because of its direct and indirect effects on woody debris and the regeneration of next-rotation stands. In this context, we aimed to determine the relationships between wood procurement intensity, woody debris inputs, and regeneration success over 2 years after harvesting. We tested four treatments of increasing wood procurement intensity using a randomized block design within six experimental sites along a gradient of varying forest characteristics of boreal and temperate forests. We assessed stand characteristics in terms of standing trees, woody debris, and regeneration pre- and post-harvest. We used mixed effects models to evaluate (i) the effects of wood procurement intensity and pre-harvest stand characteristics on the volume and cover of woody debris and (ii) the specific influence of woody debris on the presence of suitable planting microsites post-harvest. Furthermore, we used principal component regressions to explore the relationships between harvesting intensity and the presence of natural regeneration and competing vegetation as a function of pre- and post-harvest stand characteristics (iii). Our results showed that increasing wood procurement intensity reduced the volume of post-harvest woody debris while having a limited effect on regeneration. Increasing harvesting intensity had a negligible effect on suitable planting microsites in hardwood-dominated stands but it increased their presence in conifer-dominated stands. Natural regeneration and competing vegetation were mainly related to stand characteristics, and only broadleaf regeneration was sensitive to harvest intensity. We conclude that the relationships between wood procurement intensity and regeneration are complex and rely mainly on stand characteristics rather than wood procurement needs.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140147443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tree belowground biomass in Congo Basin forests: allometric equations and scaling with aboveground biomass 刚果盆地森林树木地下生物量:异速方程及与地上生物量的比例关系
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-03-05 DOI: 10.1093/forestry/cpae009
Alain Franck Kossi Ditsouga, Quentin Moundounga Mavouroulou, Cynel Gwenael Moundounga, Adeline Fayolle, Nicolas Picard, Akinobu Sato, Alfred Ngomanda
{"title":"Tree belowground biomass in Congo Basin forests: allometric equations and scaling with aboveground biomass","authors":"Alain Franck Kossi Ditsouga, Quentin Moundounga Mavouroulou, Cynel Gwenael Moundounga, Adeline Fayolle, Nicolas Picard, Akinobu Sato, Alfred Ngomanda","doi":"10.1093/forestry/cpae009","DOIUrl":"https://doi.org/10.1093/forestry/cpae009","url":null,"abstract":"Many allometric models to predict tree aboveground biomass have been developed in tropical moist forests, but few models are available for tree belowground biomass. Theory predicts that belowground biomass scales in an isometric way with aboveground biomass. Estimates of belowground biomass could then be derived from aboveground biomass using the root:shoot ratio. Using a dataset of 118 tropical trees for which both aboveground and belowground biomass and other tree and species characteristics were measured in Gabon and Cameroon, we found a near isometric, yet significantly allometric, relationship between belowground biomass (B, in kilograms) and aboveground biomass (A, in kilograms): B = 0.324 A0.939. The root:shoot ratio was 0.20–0.22, regardless of tree size. An efficient model to predict belowground biomass from tree diameter (D, in centimeters), height (H, in meters) and wood density (ρ, in grams per cubic centimeter) was B = 0.0188 (ρD2H)0.977. A significant residual effect of species and leaf habit was found in this model, indicating that further tree and species characteristics are likely to explain additional variation in belowground biomass. Yet, the future development of belowground allometric models can benefit from the many models already developed for aboveground biomass. On the basis of this unprecedented sampling effort on tree belowground biomass in the dense tropical forests of the Congo Basin, we conclude that the scaling of belowground biomass with aboveground biomass should be the relationship to focus on.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140047586","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A bootstrap-based approach to combine individual-based forest growth models and remotely sensed data 将基于个体的森林生长模型与遥感数据相结合的自举法
IF 2.8 2区 农林科学
Forestry Pub Date : 2024-02-16 DOI: 10.1093/forestry/cpae003
Mathieu Fortin, Olivier van Lier, Jean-François Côté, Heidi Erdle, Joanne White
{"title":"A bootstrap-based approach to combine individual-based forest growth models and remotely sensed data","authors":"Mathieu Fortin, Olivier van Lier, Jean-François Côté, Heidi Erdle, Joanne White","doi":"10.1093/forestry/cpae003","DOIUrl":"https://doi.org/10.1093/forestry/cpae003","url":null,"abstract":"Combining forest growth models with remotely sensed data is possible under a generalized hierarchical model-based (GHMB) inferential framework. This implies the existence of two submodels: the growth model itself ($mathcal{M}_{1}$) and a second submodel that links the growth predictions to some remotely sensed variables ($mathcal{M}_{2}$). Analytical GHMB estimators are available to fit submodel $mathcal{M}_{2}$ and account for the uncertainty stemming from submodel $mathcal{M}_{1}$, i.e. the growth model. However, when the growth model is individual based, it is usually too complex to be differentiated with respect to its parameters. As a result, the analytical GHMB estimators cannot be used. In this study, we developed a bootstrap approach for the GHMB inferential framework in order to combine individual-based forest growth models with remotely sensed data. Through simulation studies, we showed that the bootstrap estimators were nearly unbiased when both submodels were linear. The estimator of the parameter estimates remained nearly unbiased when submodel $mathcal{M}_{1}$ became complex, i.e. non-differentiable, and submodel $mathcal{M}_{2}$ was nonlinear with heterogeneous variances and correlated error terms. The variance estimator showed some biases but these were relatively small. We further demonstrated through a real-world case study that the predictions of a complex individual-based model could be linked to a Landsat-8 near-infrared spectral band in the boreal forest zone of Quebec, Canada.","PeriodicalId":12342,"journal":{"name":"Forestry","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139765135","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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