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Impacts of altitude on plant green leaf, fresh litter, and soil stoichiometry in subtropical forests 海拔高度对亚热带森林植物绿叶、新鲜垃圾和土壤化学计量的影响
Pub Date : 2024-04-15 DOI: 10.3389/ffgc.2024.1331623
Dehuang Zhu, Yan Zhou, Su-Feng Peng, Weiping Hua, Bin Luo, Dafeng Hui
Ecological stoichiometric characteristics of carbon (C), nitrogen (N), phosphorus (P), and potassium (K) serve as crucial indicators of nutrient cycling and limitation in terrestrial ecosystems. However, our current understanding of stoichiometric characteristics in subtropical forests and their response to different climate conditions is still limited.We selected six altitudes ranging from 700 m to 1,200 m to simulate different climate conditions of an evergreen broadleaf forest in Wuyi Mountain, Fujian Province, China. We investigated C, N, P, and K stoichiometry and homeostasis in the green leaves, newly senesced leaf litter (fresh litter), and soil of this forest.Leaf P and K levels showed a decline with increasing altitude. Notably, the stoichiometric ratios in different components exhibited a bimodal distribution along the altitudinal gradient. Additionally, a decline trend of N resorption efficiencies was observed as altitude increased. Moreover, weak homeostasis was observed in P and K in green leaves. These findings highlighted the significant impact of altitude on the stoichiometry in evergreen broadleaf forest. This study also contributed to our understanding of the nutrient cycling mechanism and plant growth strategies of evergreen forests under different climate conditions.
碳(C)、氮(N)、磷(P)和钾(K)的生态化学计量特性是陆地生态系统养分循环和限制的重要指标。我们选取了中国福建省武夷山常绿阔叶林的六个海拔高度(从 700 米到 1200 米)来模拟不同的气候条件。我们研究了该森林绿叶、新衰老落叶(新鲜落叶)和土壤中的碳、氮、磷和钾的化学计量和平衡。值得注意的是,不同成分的化学计量比沿海拔梯度呈双峰分布。此外,随着海拔的升高,氮的吸收效率呈下降趋势。此外,在绿叶中还观察到 P 和 K 的微弱平衡。这些发现凸显了海拔高度对常绿阔叶林中化学计量的重要影响。这项研究也有助于我们了解不同气候条件下常绿阔叶林的养分循环机制和植物生长策略。
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引用次数: 0
An overview of community livelihoods in Biosphere Reserves: based on the sustainable livelihoods framework for the 21st century 生物圈保护区社区生计概览:基于 21 世纪可持续生计框架
Pub Date : 2024-04-12 DOI: 10.3389/ffgc.2024.1375051
Lun Yang
Biosphere Reserves (BRs) are the protected areas proposed by the Man and the Biosphere Programme for harmonious coexistence between humanity and nature. Human activities represented by community livelihoods have always been one of the critical issues in the protection and development of BRs. However, the lack of comprehensive research on the status quo and problems of community livelihoods in BRs has caused difficulties in policy formulation and management. In the form of a literature review, this study attempts to summarize and sort out the overview of community livelihoods in BRs by screening the academic literature with the keywords of BRs and livelihoods and using the 21st Century Sustainable Livelihood Framework as the road map. As a result, community livelihoods in BRs highly depend on environmental resources, increasing vulnerability. Although establishing BRs has brought financial and business opportunities to the community, it also provides environmental resources, public services, and geographical areas in the climate-environmental context needed for livelihood maintenance. However, community livelihoods and climate-environmental context show a contradictory relationship of ‘mismatch between supply and demand’ in environmental resources and public services in BRs. In geographical areas, the conflicts brought by illegal activities, invasive alien species, and wildlife-human conflicts are also gradually increasing. At the same time, unbalanced physical and financial assets and relational power with mixed praise also challenge the sustainable development of community livelihoods in BRs. Therefore, this study believes that through multi-stakeholder joint efforts, BRs Friendly Community Livelihoods other than the initial livelihood with high environmental resource dependence can be sought for communities through livelihood diversification, community participatory management, and community spatial pattern refinement.
生物圈保护区(BR)是 "人与生物圈计划 "为实现人与自然和谐共处而提出的保护区。以社区生计为代表的人类活动一直是生物圈保护区保护和发展的关键问题之一。然而,由于缺乏对生物圈保护区社区生计现状和问题的全面研究,给政策制定和管理带来了困难。本研究试图以文献综述的形式,以 "生物圈保护与生计 "为关键词,以 "21 世纪可持续生计框架 "为路线图,通过对学术文献的筛选,对生物圈保护区社区生计的概况进行归纳和梳理。结果发现,生物圈保护区的社区生计高度依赖环境资源,增加了脆弱性。虽然建立生物圈保护区为社区带来了经济和商业机会,但同时也提供了维持生计所需的环境资源、公共服务和气候环境背景下的地理区域。然而,社区生计与气候环境背景在生物圈保护区的环境资源和公共服务方面呈现出 "供需不匹配 "的矛盾关系。在地域上,非法活动、外来物种入侵、野生动物与人类的冲突等带来的矛盾也在逐渐增加。同时,有形资产和金融资产的不平衡,以及褒贬不一的关系权力,也对 BR 社区生计的可持续发展提出了挑战。因此,本研究认为,在多方利益相关者的共同努力下,可以通过生计多样化、社区参与式管理、社区空间格局细化等方式,为社区寻求除对环境资源高度依赖的初始生计之外的友好社区生计。
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引用次数: 0
Assessment of tradeoffs between ecosystem services in large spatially constrained forest management planning problems 评估大型空间受限森林管理规划问题中生态系统服务之间的权衡
Pub Date : 2024-04-11 DOI: 10.3389/ffgc.2024.1368608
D. Abate, Susete Marques, V. Bushenkov, Jose Riffo, Andres Weintraub, Miguel Constantino, C. Lagoa, José G. Borges
Forests provide multiple ecosystem services, some of which are competitive, while others are complementary. Pareto frontier approaches are often used to assess the trade-offs among these ecosystem services. However, when dealing with spatial optimization problems, one is faced with problems that are computationally complex. In this paper, we study the sources of this complexity and propose an approach to address adjacency conflicts while analyzing trade-offs among wood production, cork, carbon stock, erosion, fire resistance and biodiversity. This approach starts by sub-dividing a large landscape-level problem into four smaller sub-problems that do not share border stands. Then, it uses a Pareto frontier method to get a solution to each. A fifth sub-problem included all remaining stands. The solution of the latter by the Pareto frontier method is constrained by the solutions of the four sub-problems. This approach is applied to a large forested landscape in Northwestern Portugal. The results obtained show the effectiveness of using Pareto frontier approaches to analyze the trade-offs between ecosystem services in large spatial optimization problems. They highlight the existence of important trade-offs, notably between carbon stock and wood production, alongside erosion, biodiversity and wildfire resistance. These trade-offs were particularly clear at higher levels of these optimized services, while spatial constraints primarily affected the magnitude of the services rather than the underlying trade-off patterns. Moreover, in this paper, we study the impact of the size and complexity of the spatial optimization problem on the accuracy of the Pareto frontiers. Results suggest that the number of stands, and the number of adjacency conflicts do not affect accuracy. They show that accuracy decreases in the case of spatial optimization problems but it is within an acceptable range of discrepancy, thus showing that our approach can effectively support the analysis of trade-offs between ecosystem services.
森林提供多种生态系统服务,其中一些是竞争性的,而另一些则是互补性的。帕累托前沿方法通常用于评估这些生态系统服务之间的权衡。然而,在处理空间优化问题时,人们会面临计算复杂的问题。在本文中,我们研究了这种复杂性的来源,并提出了一种在分析木材生产、软木、碳储量、侵蚀、防火和生物多样性之间的权衡时解决邻接冲突的方法。这种方法首先将一个大的景观级问题细分为四个较小的子问题,这些子问题不共享边界林分。然后,使用帕累托前沿法为每个问题求解。第五个子问题包括所有剩余的林地。用帕累托前沿法解决第五个子问题时,要受到四个子问题解的限制。这种方法适用于葡萄牙西北部的一个大型森林景观。结果表明,使用帕累托前沿方法分析大型空间优化问题中生态系统服务之间的权衡非常有效。这些结果凸显了重要的权衡问题,特别是碳储量和木材产量之间的权衡,以及侵蚀、生物多样性和抗野火能力之间的权衡。这些权衡在这些优化服务的较高水平上尤为明显,而空间限制主要影响服务的规模,而不是基本的权衡模式。此外,本文还研究了空间优化问题的规模和复杂性对帕累托边界准确性的影响。结果表明,看台的数量和邻接冲突的数量不会影响准确性。结果表明,在空间优化问题的情况下,准确性会降低,但其差异在可接受的范围内,从而表明我们的方法可以有效地支持生态系统服务之间的权衡分析。
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引用次数: 0
Spatiotemporal variation and response of gross primary productivity to climate factors in forests in Qiannan state from 2000 to 2020 2000-2020 年黔南州森林总初级生产力时空变化及对气候因子的响应
Pub Date : 2024-04-10 DOI: 10.3389/ffgc.2024.1293541
Z. Liao, X. Fei, Bing‐Bing Zhou, Jingyu Zhu, Hongyu Jia, Weiduo Chen, Rui Chen, Peng Xu, Wangjun Li
Accurate estimation of terrestrial gross primary productivity (GPP) is essential for quantifying the carbon exchange between the atmosphere and biosphere. Light use efficiency (LUE) models are widely used to estimate GPP at different spatial scales. However, difficulties in properly determining the maximum LUE (LUEmax) and downregulation of LUEmax into actual LUE result in uncertainties in the LUE-estimated GPP. The recently developed P model, a new LUE model, captures the adaptability of vegetation to the environment and simplifies parameterization. Site-level studies have proven the superior performance of the P model over LUE models. As a representative karst region with significant changes in forest cover in Southwest China, Qiannan is useful for exploring the spatiotemporal variation in forest GPP and its response to climate change for formulating forest management policies to address climate changes, e.g., global warming. Based on remote sensing and meteorological data, this study estimated the forest ecosystem GPP in Qiannan from 2000–2020 via the P model. This study explored the spatiotemporal changes in GPP in the study region over the past 20 years, used the Hurst index to predict future development trends from a time series perspective, and used partial correlation analysis to analyse the spatiotemporal GPP changes over the past 20 years in response to three factors: temperature, precipitation, and vapor pressure deficit (VPD). Our results showed that (1) the total amount of GPP and average GPP in Qiannan over the past 21 years (2000–2020) were 1.9 × 104 ± 2.0 × 103 MgC ha−1 year−1 and 1238.9 ± 107.9 gC m−2 year−1, respectively. The forest GPP generally increased at a rate of 6.1 gC m−2 year−1 from 2000 to 2020 in Qiannan, and this increase mainly occurred in the nongrowing season. (2) From 2000 to 2020, the forest GPP in Qiannan was higher in the southeast and lower in the northwest, indicating significant spatial heterogeneity. In the future, more than 70% of regional forest GPP will experience a weak increase in nonsustainability. (3) In Qiannan, forest GPP was positively correlated with both temperature and precipitation, with partial correlation coefficients of 0.10 and 0.11, respectively. However, the positive response of GPP to precipitation was approximately 70.47%, while that to temperature was 64.05%. Precipitation had a stronger restrictive effect on GPP than did temperature in this region, and GPP exhibited a negative correlation with VPD. The results showed that an increase in VPD inhibits GPP to some extent. Under rapid global change, the P model GPP provides new GPP data for global ecology studies, and the comparison of various stress factors allows for improvement of the GPP model in the future. The results of this study will aid in understanding the dynamic processes of terrestrial carbon. These findings are helpful for estimating and predicting the carbon budget of forest ecosystems in karst regions, clarifying the re
准确估算陆地总初级生产力(GPP)对于量化大气与生物圈之间的碳交换至关重要。光利用效率(LUE)模型被广泛用于估算不同空间尺度的总初级生产力。然而,由于难以正确确定最大光利用效率(LUEmax)以及将最大光利用效率下调为实际光利用效率,导致光利用效率估算的 GPP 存在不确定性。最近开发的 P 模型是一种新的 LUE 模型,它捕捉到了植被对环境的适应性,并简化了参数设置。现场研究证明,P 模型的性能优于 LUE 模型。黔西南是中国西南地区具有代表性的喀斯特地区,其森林覆盖率变化显著,可用于探索森林 GPP 的时空变化及其对气候变化的响应,从而制定森林管理政策以应对全球变暖等气候变化。本研究基于遥感和气象数据,通过 P 模型估算了 2000-2020 年黔南州森林生态系统 GPP。本研究探讨了研究区域近 20 年来 GPP 的时空变化,利用 Hurst 指数从时间序列的角度预测了未来的发展趋势,并利用偏相关分析方法分析了近 20 年来 GPP 随温度、降水和水汽压差(VPD)三个因子的时空变化。结果表明:(1) 过去 21 年(2000-2020 年)黔南州的 GPP 总量和平均 GPP 分别为 1.9 × 104 ± 2.0 × 103 MgC ha-1 year-1 和 1238.9 ± 107.9 gC m-2 year-1。从 2000 年到 2020 年,黔南的森林 GPP 增长率一般为 6.1 gC m-2 year-1,这种增长主要发生在非生长季。(2)从 2000 年到 2020 年,黔南的森林 GPP 在东南部较高,而在西北部较低,表明空间异质性显著。未来,70%以上的区域森林 GPP 将出现微弱的非持续性增长。(3)在黔南,森林 GPP 与气温和降水均呈正相关,偏相关系数分别为 0.10 和 0.11。但 GPP 对降水的正响应约为 70.47%,而对温度的正响应为 64.05%。在该地区,降水对 GPP 的限制作用比温度更强,GPP 与 VPD 呈负相关。结果表明,VPD 的增加在一定程度上抑制了 GPP。在全球快速变化的情况下,P 模型 GPP 为全球生态学研究提供了新的 GPP 数据,对各种胁迫因子的比较也为未来改进 GPP 模型提供了可能。这项研究的结果将有助于了解陆地碳的动态过程。这些发现有助于估算和预测岩溶地区森林生态系统的碳预算,明确区域碳吸收能力,阐明限制这些地区植被生长的主要因素,促进区域林业可持续发展,服务于 "双碳目标"。这项工作对制定减缓气候变化的政策具有重要的指导意义。
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引用次数: 0
Precipitation and relative humidity favours tree growth while air temperature and relative humidity respectively drive winter stem shrinkage and expansion 降水和相对湿度有利于树木生长,而气温和相对湿度则分别导致冬季茎干收缩和膨胀
Pub Date : 2024-04-08 DOI: 10.3389/ffgc.2024.1368590
S. Oogathoo, L. Duchesne, Daniel Houle, Daniel Kneeshaw, Nicolas Bélanger
Forest ecosystems have a major role in sequestering atmospheric CO2 and as such, their resilience is of upmost importance. In the boreal forest, trees grow only during a short period when air temperature is favourable. During winter, trees have specific mechanisms to survive in the cold air temperature. In order to understand the response of trees to a changing climate, this study assessed the influence of environmental variables on three phases of tree radial variation (i.e., growth, shrinkage and expansion) during three periods of the year (i.e., growing season, freeze–thaw period, and winter). The three phases were extracted from stem radial variation measured for as much as 11 years on 12 balsam fir [Abies balsamea (L.) Mill.] trees located in a cold and humid boreal forest of eastern Canada. The random forest algorithm was used to model each phase during each period. Our results show that tree growth increased with high precipitation and high relative humidity. Stem shrinkage was affected mostly by solar radiation, precipitation and vapour pressure deficit during the growing season and was likely caused by tree transpiration. During both the freeze–thaw and winter season periods, stem shrinkage increased with decreasing air temperature. During the growing season, stem expansion was related to 1-day-lag solar radiation and 1-day-lag vapour pressure deficit, which are the same variables associated with shrinkage the preceding day. Stem expansion increased with increasing air temperature and relative humidity during the freeze–thaw and winter season periods, respectively. This study shows that sink-driven tree growth is promoted mostly under humid conditions while antecedent dry and warm conditions are required during the growing season for trees to assimilate carbon through photosynthesis.
森林生态系统在封存大气中的二氧化碳方面发挥着重要作用,因此其恢复能力至关重要。在北方森林中,树木只在气温适宜的短时间内生长。在冬季,树木具有在低气温下生存的特殊机制。为了了解树木对气候变化的反应,本研究评估了环境变量对一年中三个时期(即生长期、冻融期和冬季)树木径向变化的三个阶段(即生长、收缩和膨胀)的影响。这三个阶段是从位于加拿大东部寒冷潮湿的北方森林中的 12 棵香冷杉(Abies balsamea (L.) Mill.)长达 11 年的茎径向变化中提取的。随机森林算法用于对每个时期的每个阶段进行建模。结果表明,树木的生长随着高降水量和高相对湿度而增加。在生长季节,茎干收缩主要受太阳辐射、降水和蒸汽压力不足的影响,并且很可能是由树木蒸腾作用引起的。在冻融期和冬季,茎干收缩率随气温降低而增加。在生长季节,茎干膨大与滞后 1 天的太阳辐射和滞后 1 天的蒸气压差有关,而这两个变量与前一天的收缩相关。在冻融期和冬季,茎的膨胀分别随气温和相对湿度的增加而增加。这项研究表明,下沉驱动的树木生长主要是在潮湿条件下促进的,而树木在生长季节通过光合作用吸收碳则需要先期的干燥和温暖条件。
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引用次数: 0
Differences in dissolved organic matter and analysis of influencing factors between plantations pure and mixed forest soils in the loess plateau 黄土高原人工纯林土壤与混交林土壤溶解有机物的差异及影响因素分析
Pub Date : 2024-04-08 DOI: 10.3389/ffgc.2024.1344784
Yongxia Meng, Peng Li, Lie Xiao, Bingze Hu, Chaoya Zhang, Shutong Yang, Jialiang Liu, Binhua Zhao
The dissolved organic matter (DOM) in forest ecosystems significantly impacts soil carbon cycling due to its active turnover characteristics. However, whether different plantation forest soil profiles exhibit distinct DOM characteristics remains unclear. Hence, utilizing fluorescence spectroscopy and the parallel factor analysis (PARAFAC) method, a 1-meter soil profile analysis was carried out on three distinct artificial forests (Pinus tabuliformis (PT), Quercus crispula (QC), and a mixed forest of PT and QC (MF)), concurrently assessing the impact of soil chemical properties and enzyme activity on dissolved organic matter (DOM). The findings indicated that the mean concentration of dissolved organic carbon (DOC) was greatest in the MF and lowest in PT, exhibiting considerable variation with soil depth, suggesting that mixed tree species may promote the discharge of organic matter. The fluorescence spectra revealed two distinct peaks: humic-like fluorescence peaks (Peaks A and C) and a protein-like fluorescence peak (Peak T), with the most intense fluorescence observed in MF soil. As the soil depth increased, the fluorescence intensity of Peaks A and C steadily declined, while the intensity of Peak T rose. Four DOM components were identified in three types of plantations forests: surface soil was dominated by humic acid-like fluorescent components (C1 and C2), while the deep soil was primarily characterized by protein-like fluorescence components (C3 and C4). Different soil profile fluorescence parameter indices indicated that the source of DOM in the surface soil (i.e., 0–20 cm) was mainly allochthonous inputs, whereas, in the deep soil (i.e., 60–100 cm), it was mainly autochthonous, such as microbial activity. The findings from the partial least squares path modeling (PLS-PM) revealed that TP, aP, NH4+-N, and the combined impact of soil enzymes were influential in shaping the diversity of DOM attributes. Put differently, alterations in DOM concentration were concomitantly influenced by forest classification, soil characteristics, and depth. It has been demonstrated that, in contrast to monoculture forests, the establishment of mixed forest models has been more advantageous in enhancing the soil dissolved organic matter (DOM). These discoveries offer innovative perspectives on the dynamic characteristics of DOM in soil profiles and its influencing factors under different plantations forest planting patterns.
森林生态系统中的溶解有机物(DOM)因其活跃的周转特性而对土壤碳循环产生重要影响。然而,不同人工林土壤剖面是否表现出不同的溶解有机物特征仍不清楚。因此,利用荧光光谱和平行因子分析(PARAFAC)方法,对三种不同的人工林(Pinus tabuliformis(PT)、Quercus crispula(QC)以及PT和QC混交林(MF))进行了1米土壤剖面分析,同时评估了土壤化学性质和酶活性对溶解有机物(DOM)的影响。研究结果表明,溶解有机碳(DOC)的平均浓度在 MF 中最高,而在 PT 中最低,且随土壤深度变化很大,这表明混交树种可能会促进有机物的排放。荧光光谱显示出两个不同的峰值:腐殖质类荧光峰(A 峰和 C 峰)和蛋白质类荧光峰(T 峰),其中 MF 土壤中的荧光最强。随着土壤深度的增加,A 峰和 C 峰的荧光强度逐渐下降,而 T 峰的荧光强度则逐渐上升。在三种类型的人工林中发现了四种 DOM 成分:表层土壤主要是腐殖酸类荧光成分(C1 和 C2),而深层土壤主要是蛋白质类荧光成分(C3 和 C4)。不同的土壤剖面荧光参数指数表明,表层土壤(即 0-20 厘米)中 DOM 的来源主要是同源输入,而深层土壤(即 60-100 厘米)中 DOM 的来源主要是自源输入,如微生物活动。偏最小二乘路径模型(PLS-PM)的研究结果表明,TP、aP、NH4+-N 和土壤酶的综合影响对 DOM 属性多样性的形成具有重要作用。换言之,DOM 浓度的变化同时受到森林分类、土壤特性和深度的影响。研究表明,与单一种植的森林相比,混交林模式的建立在提高土壤溶解有机物(DOM)方面更具优势。这些发现为不同人工林种植模式下土壤剖面中溶解有机物的动态特征及其影响因素提供了新的视角。
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引用次数: 0
Pathways to enhance the efficiency of forestry ecological conservation and restoration: empirical evidence from Heilongjiang Province, China 提高林业生态保护和恢复效率的途径:来自中国黑龙江省的经验证据
Pub Date : 2024-04-05 DOI: 10.3389/ffgc.2024.1382198
Yue Ren, Muhammad Arif, Yukun Cao, Shaopeng Zhang
This paper proposes a theoretical framework for assessing ecological protection and restoration from the perspective of ecological efficiency. We applied the super-efficiency Slack-based measure model to examine the social and economic impacts of ecological resource consumption transformation in Heilongjiang Province, China. Additionally, a convergence analysis was used to evaluate and test the impact of the standard deviation ellipse method on regional sustainability. The results indicated that the land use structure was unstable; the conversion rate of resource consumption was low; and the average Ecological efficiency was only 0.343 in terms of the land use structure. Funds for forest ecological restoration have a significant impact on the effectiveness of ecological resource transformation. Implementing the Chinese ecological restoration project improves the ecological efficiency level of the communities. The center of gravity of ecological efficiency moved greatly in the years when forestry investment increased. Technological transfer and diffusion, experience imitation in environmental regulation, and eventually convergent steady-state levels of the ecological efficiency of different regions are necessary to improve the economic and social development level of regions with low environmental quality efforts should be made to reduce resource consumption intensity, increase fund utilization efficiency, and form a comprehensive and systematic system of ecological environment governance through reasonable enhancement of regional environmental regulations, increased investment in technological advancement, and funds for ecological protection and restoration.
本文提出了从生态效率角度评估生态保护与修复的理论框架。我们应用基于 Slack 的超效率测度模型,考察了中国黑龙江省生态资源消耗转型对社会和经济的影响。此外,还采用收敛分析法评估和检验了标准偏差椭圆法对区域可持续发展的影响。结果表明,土地利用结构不稳定,资源消耗转化率低,土地利用结构的平均生态效率仅为 0.343。森林生态修复资金对生态资源转化效果有重要影响。实施中国生态修复工程提高了社区的生态效益水平。在林业投资增加的年份,生态效益的重心大幅下移。技术转移与扩散、环境规制经验模仿、不同地区生态效益稳态水平趋同,是提高环境质量较低地区经济社会发展水平的必要条件,应通过合理加强区域环境规制、加大技术进步投入、生态保护与修复资金投入,努力降低资源消耗强度,提高资金利用效率,形成全面系统的生态环境治理体系。
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引用次数: 0
Life cycle assessment approach of silviculture and timber harvesting of Norway spruce – a case study in the Czech Republic 挪威云杉造林和木材采伐的生命周期评估方法--捷克共和国案例研究
Pub Date : 2024-04-05 DOI: 10.3389/ffgc.2024.1276740
Miroslav Hájek, K. Pulkráb, R. Purwestri, Marie Tichá, Martina Paduchová
Compared to other sectors, the long rotation period in forest management makes it difficult to carry out a life cycle assessment (LCA). Data collection is not possible in a short time frame but would require decades. For this reason, forestry is often forced to rely on secondary data. To address this challenge, environmental impacts of the forestry sector in the Czech Republic were investigated according to the value chain corresponding to silvicultural and harvesting processes, without any further wood use options. The methodological procedure is based on the ISO 14040 and 14,044 standards, using SimaPro, an LCA software. The study was carried out in four phases of LCA in the scope of cradle-to-gate and focused on the early stages of the product life cycle. The system boundaries were set up to include seed collection, seedling production, establishment and tending of young forest stands up to 20 years of age, thinning, harvesting, maintenance of roads and extraction trails, with the endpoint is the hauling place. Three scenarios have been defined that differ in the method of harvesting. Scenario I– chainsaw felling, horse extraction. Scenario II– chainsaw (90% of hours worked) and harvester (10% of hour-worked), tractor extraction. Scenario III– chainsaw (23% of hour-worked) and harvester (77% of hour-worked), extraction by a tractor with a winch. The results show that the maintenance of the forest road network holds a significant share of the overall environmental impact of forest management. Other significant consequences are associated with timber harvesting. These impacts vary considerably depending on the mechanical equipment used. The highest impact was recorded for the third scenario, still, it is practically the most often applied, as it is the most cost-effective. The results show the need to optimize forest management practices in the future both from an economic and environmental point of view. The work on the life cycle assessment was particularly challenging because the silviculture and harvesting of raw timber involve 20 production operations. This research was based on long-term knowledge of forest typology, forest management planning, forest economics, experience with forest technologies, and regulatory measures. Thus, the findings serve for further analysis of LCA in timber production, and future analysis for other forest ecosystem services.
与其他行业相比,森林管理的轮伐期较长,因此很难进行生命周期评估 (LCA)。数据收集不可能在短时间内完成,而是需要几十年的时间。因此,林业往往不得不依赖二手数据。为了应对这一挑战,我们根据价值链调查了捷克共和国林业部门对环境的影响,这些价值链与造林和采伐过程相对应,没有任何进一步的木材使用方案。研究方法以 ISO 14040 和 14,044 标准为基础,使用生命周期分析软件 SimaPro。研究在 "从摇篮到大门 "的范围内分四个阶段进行,重点是产品生命周期的早期阶段。设定的系统边界包括种子采集、树苗生产、20 年以下幼林的建立和养护、间伐、采伐、道路和采伐迹地的维护,终点是运输地点。在采伐方法上有三种不同的方案。方案 I--电锯伐木,马匹采伐。方案 II--电锯伐木(90% 的工时)和收割机伐木(10% 的工时),拖拉机采伐。方案 III--电锯(占工作时数的 23%)和收割机(占工作时数的 77%),拖拉机用绞盘拔出。结果表明,森林道路网的维护在森林管理对环境的总体影响中占有很大比重。其他重大影响与木材采伐有关。这些影响因使用的机械设备不同而有很大差异。第三种方案的影响最大,但实际上也是最常用的方案,因为它最具成本效益。结果表明,今后有必要从经济和环境角度优化森林管理方法。生命周期评估工作特别具有挑战性,因为造林和原木采伐涉及 20 项生产操作。这项研究基于对森林类型学、森林管理规划、森林经济学、森林技术经验和监管措施的长期了解。因此,研究结果有助于进一步分析木材生产的生命周期评估,以及未来对其他森林生态系统服务的分析。
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引用次数: 0
Estimating carbon sequestration potential and optimizing management strategies for Moso bamboo (Phyllostachys pubescens) forests using machine learning 利用机器学习估算毛竹(Phyllostachys pubescens)林的固碳潜力并优化管理策略
Pub Date : 2024-04-04 DOI: 10.3389/ffgc.2024.1338795
Shaofeng Lv, Ning Yuan, Xiaobo Sun, Xin Chen, Yongjun Shi, Guomo Zhou, Lin Xu
Estimating the carbon sequestration potential of Moso bamboo (Phyllostachys pubescens) forests and optimizing management strategies play pivotal roles in enhancing quality and promoting sustainable development. However, there is a lack of methods to simulate changes in carbon sequestration capacity in Moso bamboo forests and to screen and optimize the best management measures based on long-term time series data from fixed-sample fine surveys. Therefore, this study utilized continuous survey data and climate data from fixed sample plots in Zhejiang Province spanning from 2004 to 2019. By comparing four different algorithms, namely random forest, support vector machine, XGBoost, and BP neural network, to construct aboveground carbon stock models for Moso bamboo forests. The ultimate goal was to identify the optimal algorithmic model. Additionally, the key driving parameters for future carbon stocks were considered and future aboveground carbon stocks were predicted in Moso bamboo forests. Then formulated an optimal management strategy based on these predictions. The results indicated that the carbon stock model constructed using the XGBoost algorithm, with an R2 of 0.9895 and root mean square error of 0.1059, achieved the best performance and was considered the optimal algorithmic model. The most influential driving parameters for vegetation carbon stocks in Moso bamboo forests were found to be mean age, mean diameter at breast height, and mean culm density. Under optimal management measures, which involve no harvesting of 1–3 du bamboo, 30% harvesting of 4 du bamboo, and 80% harvesting of bamboo aged 5 du and above. Our predictions show that aboveground carbon stocks in Moso bamboo forests in Zhejiang Province will peak at 36.25 ± 8.47 Tg C in 2046 and remain stable from 2046 to 2060. Conversely, degradation is detrimental to the long-term maintenance of carbon sequestration capacity in Moso bamboo forests, resulting in a peak aboveground carbon stock of 29.50 ± 7.49 Tg C in 2033, followed by a continuous decline. This study underscores the significant influence of estimating carbon sequestration potential and optimizing management decisions on enhancing and sustaining the carbon sequestration capacity of Moso bamboo forests.
估算毛竹(Phyllostachys pubescens)林的固碳潜力和优化管理策略在提高质量和促进可持续发展方面发挥着关键作用。然而,目前尚缺乏基于固定样本精细调查的长期时间序列数据,模拟毛竹林固碳能力变化并筛选和优化最佳管理措施的方法。因此,本研究利用了浙江省从 2004 年至 2019 年的连续调查数据和固定样地的气候数据。通过比较四种不同的算法,即随机森林、支持向量机、XGBoost和BP神经网络,构建毛竹林地上碳储量模型。最终目标是确定最佳算法模型。此外,还考虑了未来碳储量的关键驱动参数,并预测了毛竹林未来的地上碳储量。然后根据这些预测结果制定最佳管理策略。结果表明,使用 XGBoost 算法构建的碳储量模型 R2 为 0.9895,均方根误差为 0.1059,性能最佳,被认为是最优算法模型。研究发现,对毛竹林植被碳储量影响最大的驱动参数是平均树龄、平均胸径和平均秆密度。在最佳管理措施下,1-3du竹子不采伐,4du竹子采伐30%,5du及以上竹子采伐80%。我们的预测表明,浙江省毛竹林的地上碳储量将在2046年达到36.25 ± 8.47 Tg C的峰值,并在2046年至2060年期间保持稳定。相反,退化不利于毛竹林固碳能力的长期保持,导致毛竹林地上碳储量在2033年达到峰值(29.50 ± 7.49 Tg C),随后持续下降。这项研究强调了估算固碳潜力和优化管理决策对提高和维持毛竹林固碳能力的重要影响。
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引用次数: 0
A climate analog approach to evaluate seed transfer and vegetation transitions 评估种子转移和植被过渡的气候模拟方法
Pub Date : 2024-04-02 DOI: 10.3389/ffgc.2024.1325264
B. Richardson, G. Rehfeldt, C. Sáenz-Romero, Elizabeth R. Milano
There is growing recognition that restoring species diversity is crucial to maintaining ecological functions and services. Increasing the diversity of species used in restoration programs has placed greater emphasis on determining the seed transfer needs for a wider array of plants. However, many plants, outside of commercial forestry, lack information that would provide guidance on seed transfer for current or future climates. Generalized seed transfer approaches use climate partitioning to approximate adaptive differentiation among populations and provide an estimation of seed transfer distance for such species.Herein, we describe a generalized seed transfer approach that uses Euclidean distance of 19 climate variables within North America (from northern Honduras to the Arctic). Euclidean distances are used to identify climate analogs from vegetation databases of about 685,000 plots, an average density of 1 plot per 32 km2. Analogs are classified into three thresholds (strong, moderate, and weak) that correspond to altitudinal climate gradients and are guided by the scientific literature of observed adaptive variation of natural tree populations and seed transfer limits.For strong threshold observations, about 97% of the analogs had climate distances equivalent to ≤300 m elevation, whereas for the weak threshold observations, 53% had an elevation equivalence of ≤300 m. On average 120, 267, and 293 m elevation separated two points under strong, moderate, and weak thresholds, respectively. In total, threshold classification errors were low at 13.9%.We use examples of plot data identified from a reference period (1961–1990) and mid-century (2056–2065) analogs across North American biomes to compare and illustrate the outcomes of projected vegetation change and seed transfer. These examples showcase that mid-century analogs may be located in any cardinal direction and vary greatly in spatial distance and abundance from no analog to hundreds depending on the site. The projected vegetative transitions will have substantial impacts on conservation programs and ecosystem services. Our approach highlights the complexity that climate change presents to managing ecosystems, and the need for predictive tools in guiding land management decisions to mitigate future impacts caused by climate change.
人们越来越认识到,恢复物种多样性对维持生态功能和服务至关重要。恢复计划中使用的物种多样性不断增加,这使得确定更多植物的种子转移需求变得更加重要。然而,在商业林业之外,许多植物都缺乏可为当前或未来气候提供种子转移指导的信息。在此,我们介绍一种广义的种子转移方法,该方法使用北美地区(从洪都拉斯北部到北极)19 个气候变量的欧氏距离。欧氏距离用于从植被数据库中识别气候类似物,该数据库包含约 685,000 个地块,平均密度为每 32 平方公里 1 个地块。类比分为三个阈值(强、中、弱),它们与海拔气候梯度相对应,并以观测到的自然树木种群适应性变异和种子转移限制的科学文献为指导。对于强阈值观测,约 97% 的类比的气候距离相当于海拔≤300 米,而对于弱阈值观测,53% 的类比的海拔相当于≤300 米。在强阈值、中等阈值和弱阈值条件下,两点之间的平均海拔高度分别为 120 米、267 米和 293 米。我们利用北美生物群落中参照期(1961-1990 年)和本世纪中期(2056-2065 年)模拟确定的地块数据实例,比较并说明了预测植被变化和种子转移的结果。这些例子表明,本世纪中叶的模拟地可能位于任何一个方位,其空间距离和丰度差异很大,从没有模拟地到数百个模拟地,视地点而定。预计的植被变化将对保护计划和生态系统服务产生重大影响。我们的方法强调了气候变化给生态系统管理带来的复杂性,以及在指导土地管理决策以减轻气候变化造成的未来影响时对预测工具的需求。
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引用次数: 0
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Frontiers in Forests and Global Change
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