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The utility of forest attribute maps for automated Avalanche Terrain Exposure Scale (ATES) modelling 森林属性图在自动雪崩地形暴露比例尺(ATES)建模中的应用
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-05-19 DOI: 10.1080/02827581.2022.2096921
J. Schumacher, Håvard Toft, J. Mclean, M. Hauglin, R. Astrup, J. Breidenbach
ABSTRACT The number of people affected by snow avalanches during recreational activities has increased over the recent years. An instrument to reduce these numbers are improved terrain classification systems. One such system is the Avalanche Terrain Exposure Scale (ATES). Forests can provide some protection from avalanches, and information on forest attributes can be incorporated into avalanche hazard models such as the automated ATES model (AutoATES). The objectives of this study were to (i) map forest stem density and canopy-cover based on National Forest Inventory and remote sensing data and, (ii) use these forest attributes as input to the AutoATES model. We predicted stem density and directly calculated canopy-cover in a 20 Mha study area in Norway. The forest attributes were mapped for 16 m × 16 m pixels, which were used as input for the AutoATES model. The uncertainties of the stem number and canopy-cover maps were 30% and 31%, respectively. The overall classification accuracy of 52 ski-touring routes in Western Norway with a total length of 282 km increased from 55% in the model without forest information to 67% when utilizing canopy cover. The F1 score for the three predicted ATES classes improved by 31%, 9%, and 6%.
摘要近年来,在娱乐活动中受雪崩影响的人数有所增加。减少这些数字的一个工具是改进的地形分类系统。一个这样的系统是雪崩地形暴露量表(ATES)。森林可以为雪崩提供一些保护,有关森林属性的信息可以纳入雪崩危险模型,如自动ATES模型(AutoATES)。本研究的目的是(i)根据国家森林调查和遥感数据绘制森林树干密度和冠层覆盖图,(ii)将这些森林属性用作AutoATES模型的输入。我们预测了挪威一个20 Mha研究区的树干密度并直接计算了冠层覆盖率。森林属性已映射为16 m × 16 m像素,这些像素被用作AutoATES模型的输入。树干数和冠层覆盖图的不确定性分别为30%和31%。挪威西部52条总长282公里的滑雪旅游路线的总体分类准确率从没有森林信息的模型中的55%提高到了利用树冠覆盖的67%。三个预测的ATES等级的F1分数分别提高了31%、9%和6%。
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引用次数: 1
Forest owners’ perspectives on forest protection in Norway 挪威森林所有者对森林保护的看法
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-05-18 DOI: 10.1080/02827581.2022.2075448
V. gundersen, O. Vistad, Terje Skjeggedal
ABSTRACT Forest protection in nature reserves in Norway relies on the voluntary participation of forest owners. While the national forest protection program has been a success since its start in early 1990s, by 2020 the national forest protection authorities were only halfway to reaching their goal of protecting 10% all forest area. We examined attitudes towards forest protection in general and towards different protection modes using surveys of forest owners between 2003 and 2010. Our analysis is based on a comprehensive comparison between a random sample of forest owners (n = 647), forest owners who participated in voluntary conservation (n = 126) and forest owners involved in the government-led coniferous forest protection program (n = 142). Only about 10% of forest owners involved in voluntary protection processes are either quite or very unhappy with the process, while 75% of forest owners involved in government-led protection were either quite or very unhappy with the process. Moreover, forest owners who had experience with the voluntary protection program were largely satisfied with the results. We discuss forest owners’ attitudes to forest protection in general, and possible reasons for the differences in attitudes between compulsory protection and voluntary protection. We conclude that voluntary protection has great potential to fulfill the last 5% area goal for forest protection in Norway, with some improvements in the process.
挪威自然保护区的森林保护依赖于森林所有者的自愿参与。虽然国家森林保护计划自20世纪90年代初启动以来取得了成功,但到2020年,国家森林保护部门仅实现了保护10%森林面积的目标的一半。我们通过2003年至2010年对森林所有者的调查,研究了人们对森林保护的总体态度和对不同保护模式的态度。我们的分析基于对随机抽样的森林所有者(n = 647)、参与自愿保护的森林所有者(n = 126)和参与政府主导的针叶林保护计划的森林所有者(n = 142)之间的综合比较。在参与自愿保护过程的森林所有者中,只有约10%的人对这一过程感到相当或非常不满意,而参与政府主导的保护过程的森林所有者中,75%的人对这一过程感到相当或非常不满意。此外,有过自愿保护计划经验的森林所有者对结果基本满意。我们讨论了森林所有者对森林保护的总体态度,以及强制保护和自愿保护态度差异的可能原因。我们得出的结论是,自愿保护在实现挪威森林保护最后5%的面积目标方面具有很大的潜力,在这一过程中有一些改进。
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引用次数: 0
Regulating the Safety of Health-Related Artificial Intelligence. 监管与健康相关的人工智能的安全性。
3区 农林科学 Q2 FORESTRY Pub Date : 2022-05-01 DOI: 10.12927/hcpol.2022.26824
Michael Da Silva, Colleen M Flood, Anna Goldenberg, Devin Singh

This article analyzes whether Canada's present approach to regulating health-related artificial intelligence (AI) can address relevant safety-related challenges. Focusing primarily on Health Canada's regulation of medical devices with AI, it examines whether the existing regulatory approach can adequately address general safety concerns, as well as those related to algorithmic bias and challenges posed by the intersections of these concerns with privacy and security interests. It identifies several issues and proposes reforms that aim to ensure that Canadians can access beneficial AI while keeping unsafe products off Canadian markets and motivating safe, effective use of AI products for appropriate purposes and populations.

本文分析了加拿大目前对与健康相关的人工智能(AI)的监管方法能否应对相关的安全挑战。文章主要关注加拿大卫生部对人工智能医疗设备的监管,研究现有监管方法能否充分解决一般安全问题,以及与算法偏差有关的问题,以及这些问题与隐私和安全利益交叉所带来的挑战。报告指出了若干问题,并提出了改革建议,旨在确保加拿大人能够获得有益的人工智能,同时将不安全的产品拒之于加拿大市场之外,并鼓励为适当的目的和人群安全、有效地使用人工智能产品。
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引用次数: 0
Will intensity of forest regeneration measures improve volume production and economy? 森林更新措施的强度是否会提高产量和经济效益?
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-04-03 DOI: 10.1080/02827581.2022.2085784
A. Jonsson, B. Elfving, K. Hjelm, T. Lämås, U. Nilsson
ABSTRACT The prevailing regeneration methods in Scandinavian countries are artificial regeneration methods including measures such as site preparation and planting. These measures are considered to be a part of a more intensive forest management and require an initial investment. The use of artificial regeneration measures can, however, increase the growth of a forest stand. In this study, the purpose was to investigate if such an investment is profitable by comparing three different intensity levels (low, medium and high) applied during the regeneration phase, with aspect on both economics (LEV, land expectation value) and growth (MAI, mean annual increment) after a full rotation. The forest stands used in this study were regenerated between 1984 and 1988 and the future growth of the stands was simulated using Heureka StandWise. It was clear that naturally regenerated (low intensity) stands resulted in better economics than stands actively regenerated (medium and high intensity). However, actively regenerated stands resulted in both higher volume production and growth, and the uncertainty of regeneration success was reduced using artificial regeneration measures. These factors are important when considering both the ongoing mitigation of carbon dioxide in the atmosphere and future access to raw material.
摘要斯堪的纳维亚国家主要的再生方法是人工再生方法,包括整地和种植等措施。这些措施被认为是加强森林管理的一部分,需要进行初步投资。然而,使用人工再生措施可以增加林分的生长。在这项研究中,目的是通过比较再生阶段应用的三种不同强度水平(低、中、高),以及全面轮换后的经济性(LEV,土地期望值)和增长性(MAI,年平均增量),来调查这种投资是否有利可图。本研究中使用的林分在1984年至1988年间再生,并使用Heureka StandWise模拟林分的未来生长。很明显,自然再生(低强度)林分比主动再生(中强度和高强度)林分具有更好的经济效益。然而,积极再生的林分带来了更高的产量和生长,并且使用人工再生措施降低了再生成功的不确定性。考虑到大气中二氧化碳的持续减少和未来获得原材料的机会,这些因素都很重要。
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引用次数: 3
Balancing wood production and biodiversity in intensively managed boreal forest 在集约管理的北方森林中平衡木材生产和生物多样性
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-04-03 DOI: 10.1080/02827581.2022.2066170
J. Eggers, J. Lundström, Tord Snäll, K. Öhman
ABSTRACT Fennoscandian boreal forests are managed intensively for wood production, which has had a negative impact on biodiversity. The harvesting pressure on the forests is likely to increase in the future because wood is seen as an important resource in a bio-based economy. Thus, there is an urgent need to better describe the trade-offs between wood production and biodiversity, and to understand how these trade-offs can be alleviated by adapting forest management. Encompassing a broad range of biodiversity aspects, we studied how forest management can increase biodiversity indicators while maintaining or increasing current harvest levels. We found that there is considerable leeway for forestry to pursue multiple objectives simultaneously in Fennoscandian forest landscapes. We show that it is possible to both increase harvests and structural elements of importance for biodiversity compared to present levels in a forest landscape that is representative of conditions in boreal forests in northern Sweden. Achieving this requires a variation in management strategies at the landscape level, and an adaptation of management practices to explicitly consider and implement multiple objectives in the planning process.
芬诺斯坎德北部森林的集约化管理主要用于木材生产,这对生物多样性产生了负面影响。由于木材在生物经济中被视为一种重要资源,因此未来森林的采伐压力可能会增加。因此,迫切需要更好地描述木材生产和生物多样性之间的权衡,并了解如何通过调整森林管理来减轻这些权衡。包括广泛的生物多样性方面,我们研究了森林管理如何在保持或提高当前采伐水平的同时增加生物多样性指标。我们发现,在芬诺斯坎德森林景观中,林业有相当大的余地同时追求多个目标。我们表明,与代表瑞典北部北方森林条件的森林景观的目前水平相比,增加收成和对生物多样性重要的结构要素是可能的。实现这一目标需要在景观层面上改变管理策略,并适应管理实践,在规划过程中明确考虑和实施多个目标。
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引用次数: 7
Habitat and microhabitat suitability for Italian Platycerus species (Coleoptera: Lucanidae): elevation, slope aspect and deadwood features 意大利凤尾蝇(鞘翅目:凤尾蝇科)生境和微生境适宜性:海拔、坡向和枯木特征
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-04-03 DOI: 10.1080/02827581.2022.2085786
Davide Scaccini
ABSTRACT Deadwood is one of the main indicators of forest biodiversity. Stag beetle (Coleoptera: Lucanidae) larvae are saproxylic organisms specialized in living in deadwood colonized by microorganisms; these beetles are bioindicators of forest integrity and are currently under threat by habitat loss, climate change and intensive forest management. A multi-year collection of data on the habitat and microhabitat deadwood-related requirements of Platycerus caraboides (Linnaeus, 1758) and Platycerus caprea (De Geer, 1774) in northern Italian forests has shed new light on the bio-ecology of these two reclusive species. They are predominantly found at medium to high elevations on north-facing slopes. Their presence – but not their abundance – is related the plant taxon, diameter and decay stage of the deadwood, predominantly belonging to the family Fagaceae but – a new finding – also to the family Salicaceae (Salix caprea L.). Both species prefer narrow, faded, soft, very powdery, humid logs. Based on these findings, forestry management strategies should not overlook the importance of fine deadwood in managing saproxylic biodiversity in European forests.
枯木是森林生物多样性的主要指标之一。鹿角虫(鞘翅目:鹿角虫科)幼虫是一种腐羧酸生物,专门生活在微生物定植的枯木中;这些甲虫是森林完整性的生物指标,目前正受到栖息地丧失、气候变化和森林集约化管理的威胁。对意大利北部森林中caraboides Platycerus (Linnaeus, 1758)和caprea Platycerus (De Geer, 1774)栖息地和微栖息地枯木相关需求的多年数据收集,为这两个隐居物种的生物生态学提供了新的认识。它们主要分布在朝北的中高海拔斜坡上。它们的存在——而不是它们的丰度——与植物分类、直径和腐烂阶段有关,主要属于壳斗科,但也属于水杨科(Salix caprea L.)。两种都喜欢狭窄,褪色,柔软,非常粉末状,潮湿的原木。基于这些发现,林业管理策略不应忽视细枯木在管理欧洲森林腐木生物多样性中的重要性。
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引用次数: 2
Legacy effects of past thinnings modulate drought stress reactions at present 过去疏林的遗留效应调节着当前的干旱胁迫反应
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-04-03 DOI: 10.1080/02827581.2022.2096920
T. Hilmers, Gerhard Schmied, H. Pretzsch
ABSTRACT Thinning experiments were primarily established for analysing how treatment variants determine the amount and quality of wood production. Given climate change, they may also explain how silvicultural treatment determined drought resistance. Especially for tree species cultivated in regions beyond their natural range, silvicultural treatment may help mitigate drought stress. Here, we used the 47-years-old combined spacing-thinning trial Fürstenfeldbruck 612 and metrics for quantifying the trees’ recent and past growth to test if the information of tree treatment and development in the past significantly improved the prediction of their growth at present and if spacing and density regulation, kind of thinning, and temporal sequence of thinning significantly co-determined tree and stand growth during drought. Based on linear models, we revealed the following ecological legacy effects: (i) information of tree treatment and development in the past significantly improved the prediction of their growth at present, and (ii) higher densities, past thinnings from below, and low variations in thinning strength were beneficial for the tree and stand growth during drought. Thus, the prevailing repeated strong thinnings from above for promoting a selected collective of future crop trees may be questioned because of climate change.
间伐实验主要用于分析处理变量如何决定木材生产的数量和质量。考虑到气候变化,他们还可以解释造林处理是如何决定抗旱性的。特别是对于在自然范围以外的地区种植的树种,造林处理可能有助于缓解干旱压力。在这里,我们使用了47年前的间隔间伐联合试验Fürstenfeldbruck 612和量化树木最近和过去生长的指标,来测试过去树木处理和发育的信息是否显著改善了对其目前生长的预测,间伐的时间序列显著共同决定了干旱期间树木和林分的生长。基于线性模型,我们揭示了以下生态遗产效应:(i)过去树木处理和发育的信息显著改善了目前对其生长的预测,以及(ii)更高的密度、过去从下方进行的疏伐以及疏伐强度的低变化有利于干旱期间树木和林分的生长。因此,由于气候变化,为促进选定的未来作物树群而进行的普遍反复的强烈疏伐可能会受到质疑。
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引用次数: 3
A review of biology, epidemiology and management of Cronartium pini with emphasis on Northern Europe 以北欧为重点,综述了克罗纳芒的生物学、流行病学和管理
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-04-03 DOI: 10.1080/02827581.2022.2085322
B. Samils, J. Stenlid
ABSTRACT Severe outbreaks of Scots pine blister rust, caused by Cronartium pini (Willd.) Jørst., have occurred in several regions in Europe and Asia for at least hundred years. The rust fungus has a complex biology and epidemiology with two different life-cycle forms and five different spore stages. This review summarizes research on: taxonomy and host species, geographical distribution and historic epidemics, life-cycle forms and spore stages, population structure, infection and lesion development, susceptibility of pine provenances, impact of environmental conditions, climate change effects and management. The focus is on conditions in Northern Europe.
苏格兰松水疱锈病爆发严重,由克罗诺artium pini (Willd.)引起。Jørst。在欧洲和亚洲的一些地区已经发生了至少100年。锈菌具有复杂的生物学和流行病学特征,具有两种不同的生命周期形式和五个不同的孢子阶段。综述了松材的分类和寄主种类、地理分布和历史流行、生命周期形式和孢子阶段、种群结构、感染和病变发展、种源易感性、环境条件影响、气候变化效应和管理等方面的研究进展。重点是北欧的情况。
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引用次数: 2
Thermal sum drives abundance and distribution range shift of Panolis flammea in Finland 热和驱动芬兰火烈鸟的丰度和分布范围转移
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-02-17 DOI: 10.1080/02827581.2022.2060303
John Alexander Pulgarín Díaz, M. Melin, Olli-Pekka Tikkanen
ABSTRACT Climate change has assisted the northward range expansion of various forest insect pests, increasing the risk of forest damage in Northern Europe. The pine beauty moth, Panolis flammea, is common in European pine stands with cyclical outbreaks that have damaged thousands of hectares. In the 1970s, its Finnish northern distribution limit was reported to be 64°N. We re-evaluated the northernmost distribution limit of P. flammea in Finland and studied the effect of temperature sum on its abundance. We used pheromone-based traps throughout Finland in 2019–2020. The number of individuals caught in each trap was coupled with previous year thermal sums from the same location, and the relationship between them was analysed using a generalised linear mixed model. P. flammea had spread into northern Finland to 68°51’N, at ∼10.2 km/year, 50 years ahead of earlier predictions. We found a non-linear correlation between thermal sums and P. flammea abundance, increasing from cold to warm areas. Given the climate change scenarios for Fennoscandia, its range and population could continue to increase, allowing it to become another widespread coniferous-forest insect pest. Understanding the effects of temperature on its populations will allow us to model their probable future distribution and population dynamics.
气候变化促使各种森林害虫向北扩展,增加了北欧森林破坏的风险。松树美蛾,Panolis flammea,在欧洲松林中很常见,周期性爆发已经破坏了数千公顷。在20世纪70年代,据报道其芬兰北部分布界限为北纬64度。我们重新评估了芬兰最北端的火烈鸟分布界限,并研究了温度和对其丰度的影响。2019-2020年,我们在芬兰各地使用了基于信息素的陷阱。每个陷阱捕获的个体数量与上一年同一地点的热总和相结合,并使用广义线性混合模型分析它们之间的关系。火烈菌以每年约10.2公里的速度扩散到芬兰北部68°51′n,比先前的预测提前了50年。结果表明,热总量与红杉丰度呈非线性相关,从冷区到暖区依次增加。考虑到芬诺斯坎迪亚的气候变化情况,它的范围和数量可能会继续增加,使它成为另一种广泛存在的针叶林害虫。了解温度对其种群的影响将使我们能够模拟它们未来可能的分布和种群动态。
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引用次数: 0
Precision thinning – a comparison of optimal stand-level and pixel-level thinning 精确稀疏–最佳林分水平和像素水平稀疏的比较
IF 1.8 3区 农林科学 Q2 FORESTRY Pub Date : 2022-02-17 DOI: 10.1080/02827581.2022.2044902
Magnus C Persson, R. Trubins, L. Eriksson, J. Bergh, J. Sonesson, E. Holmström
ABSTRACT Precision forestry allows decision-making on tree level or pixel level, as compared to stand-level data. However, little is known about the importance of precision in thinning decisions and its long-term effects on within-stand variation, stand economy and growth. In this study, silviculture was optimized for Net Present Value (NPV) in 20 conifer-dominated forest stands in hemi-boreal southern Sweden. The precision-thinning approach, Precision Thinning (PT), is compared with a stand-level approach, Stand Level Thinning (SLT) that is optimized for the same criteria but based on stand-level data. The results suggest no substantial long-term benefit or drawback in implementing thinning decisions based on pixel-level data as compared to stand-level data when optimizing stand economy. The result variables NPV and Mean annual increment of living stem volume (MAInet) were not higher for PT than for SLT. The within-stand variation in basal area (m2/ha−1) was lower at the end of the rotation compared to the start of the simulation for both SLT and PT. At the end of the rotation, SLT had higher variation in basal area compared to PT. However, pixel-level information enables adapting the silviculture to the within-stand variation which may favour other forest management goals than strictly financial goals.
与林分水平的数据相比,精确林业允许在树木水平或像素水平上进行决策。然而,人们对间伐决策精度的重要性及其对林内变化、林分经济和生长的长期影响知之甚少。以瑞典南部半北方针叶林为研究对象,对20个针叶林的净现值(NPV)进行了优化。将精度间伐法(Precision间伐,PT)与基于林分数据优化的林分间伐法(SLT)进行了比较。结果表明,在优化林分经济性时,基于像素级数据实施间伐决策与基于林分级数据实施间伐决策相比,没有实质性的长期利弊。结果变量NPV和年均活茎体积增量(MAInet), PT不高于SLT。与模拟开始时相比,轮作结束时,SLT和PT的基础面积(m2/ha−1)的林内变化都较低。轮作结束时,SLT的基础面积变化高于PT。然而,像素级信息可以使造林适应林内变化,这可能有利于其他森林经营目标,而不是严格的经济目标。
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引用次数: 1
期刊
Scandinavian Journal of Forest Research
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