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A comparative analysis of ecosystem services perceptions across two regions in Eastern Africa and Central Europe 东非和中欧两个地区生态系统服务观念的比较分析
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-06-17 DOI: 10.1016/j.ecoser.2025.101747
E. Tasser , K. Kuhlmann , M.W. Mwanza , M. Schermer , U. Tappeiner , G. Tembo , B.M. Zoderer , U. Schirpke
Ecosystem services (ES) are crucial for livelihoods, the economy and good quality of life, making them essential for sustaining human well-being. However, perceptions of ES can vary according to economic and social factors. In this study, we compare people’s perceptions of ES across developing and developed countries by exploring local communities and visitors’ socio-cultural values attached to ES in the Eastern Province of Zambia (Eastern Africa) and Tyrol (Central Europe) using questionnaire surveys (N = 243). The results indicate that the respondents’ region of origin, education level, gender, age, and socio-economic status play a significant role in the perception of ES. Provisioning, regulation & maintenance ES are perceived as generally more important in Eastern Africa than in Central Europe, whereas respondents in Central Europe attribute higher importance to cultural ES. For some ES, gender type, age group, living place, and educational level also influence perception. These socio- economic differences are underlined by the ranking of ES in terms of personal importance. In Eastern Africa, the ES ‘food from agriculture’, ‘natural hazard protection’, ‘prevention of water scarcity’ and ‘climate regulation’ are particularly important. In Europe, the most frequently chosen ES are ‘opportunity for leisure activities’ and ‘peaceful places and tranquillity’. Our findings provide insights into the socio-cultural importance of benefits provided by nature across two socio-economic different contexts, suggesting that decision-making processes will need be responsive to context differences and different needs depending on economic and social background.
生态系统服务对生计、经济和良好的生活质量至关重要,对维持人类福祉至关重要。然而,对ES的看法会因经济和社会因素而有所不同。在本研究中,我们通过问卷调查(N = 243),探讨了赞比亚东部省(东非)和蒂罗尔(中欧)的当地社区和游客对ES的社会文化价值,比较了发展中国家和发达国家人们对ES的看法。结果表明,被调查者的原籍地区、受教育程度、性别、年龄和社会经济地位对社会服务感知有显著影响。供应、调节&;在东非,人们普遍认为维持社会服务比中欧更重要,而中欧的受访者则认为文化社会服务更重要。对于某些ES,性别类型、年龄组、居住地点和教育水平也会影响感知。这些社会经济上的差异被ES在个人重要性方面的排名所强调。在东非,ES“农业粮食”、“自然灾害保护”、“预防水资源短缺”和“气候调节”尤为重要。在欧洲,最常被选择的社会价值是“休闲活动的机会”和“和平的地方和宁静”。我们的研究结果为两种不同社会经济背景下自然带来的好处的社会文化重要性提供了见解,表明决策过程需要根据经济和社会背景对环境差异和不同需求做出反应。
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引用次数: 0
On the importance of discrete choice experiment framings to derive accounting values for ecosystem and species appreciation services 论离散选择实验框架对推导生态系统和物种增值服务会计价值的重要性
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-06-09 DOI: 10.1016/j.ecoser.2025.101745
Gabriela Scheufele , Michael Burton , Ram Pandit
Developing monetary ecosystem accounts requires the estimation of exchange values. While flows of non-use services (e.g., the value derived from the mere existence of a species) are currently not considered as ecosystem services by the United Nations System of Environmental Economic Accounting – Ecosystem Accounts (SEEA – EA) framework, they may be recorded as Ecosystem and Species Appreciation (ESA) services. Estimating exchange values for these services relies on non-market valuation methods. Arguably the most suitable method for this purpose is a Discrete Choice Experiment (DCE). Transforming marginal values obtained from a DCE into exchange values can be complex and presents a range of potential pitfalls. In this paper, we present an approach that allows translating marginal Willingness-To-Pay (WTP) estimates into exchange values for ESA services for representative sets of framings of the DCE valuation question. We show the applicability of this approach using case studies of Australian species and ecosystems, representing both constant and non-constant WTP estimates for choice attributes. It is a relatively flexible approach for estimating exchange values for ESA services.
发展货币生态系统核算需要对交换价值进行估计。虽然联合国环境经济核算系统-生态系统核算(SEEA - EA)框架目前不认为非使用服务的流量(例如,仅仅从一个物种的存在中获得的价值)是生态系统服务,但它们可以记录为生态系统和物种增值服务。估计这些服务的交换价值依赖于非市场估价方法。可以说,最适合这个目的的方法是离散选择实验(DCE)。将从DCE获得的边际价值转换为交换价值可能很复杂,并且存在一系列潜在的缺陷。在本文中,我们提出了一种方法,允许将边际支付意愿(WTP)估计转换为ESA服务的交换价值,用于DCE估值问题的代表性框架集。我们通过澳大利亚物种和生态系统的案例研究,展示了这种方法的适用性,代表了选择属性的恒定和非恒定WTP估计。这是估算欧空局服务交换价值的一种相对灵活的方法。
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引用次数: 0
Accounting for ecosystem services using extended supply and use tables: A case study of the Murray-Darling Basin, Australia 利用扩展供应和使用表计算生态系统服务:以澳大利亚墨累-达令盆地为例
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-06-06 DOI: 10.1016/j.ecoser.2025.101741
Greg S. Smith , Stephen B. Stewart , Gabriela Scheufele , David Evans , Ning Liu , Sean Pascoe , Stephen H. Roxburgh , Rebecca K. Schmidt , Michael Vardon
We implement natural capital accounts for ecosystem services (ES) using the System of Environmental-Economic Accounting – Ecosystem Accounting (SEEA EA) framework and a case study from the Murray-Darling Basin, Australia. Extended ES supply-use tables are presented that allow for the simultaneous reporting on multiple intermediate and final ES alongside data already available in traditional national economic accounts. We cover the ES of crop provisioning, grazed biomass provisioning, water supply, soil erosion control, recreational fishing, and carbon sequestration and storage. This study shows that extended ES supply-use tables using physical and monetary measures can provide feasible, although not necessarily complete, links between information recorded in the SEEA EA and traditional national economic accounts. It provides an integration of intermediate ES, final ES and produced goods and services in a single table and helps to distinguish benefits from the inputs that create these benefits. Going forward, more integrated recording of the economy and ecosystems’ contributions to wellbeing is needed to better understand the benefits derived from nature.
我们使用环境经济核算系统-生态系统核算(SEEA EA)框架和澳大利亚墨累-达令盆地的案例研究来实施生态系统服务(ES)的自然资本核算。提出了扩展的ES供应使用表,允许同时报告多个中间和最终ES以及传统国民经济账户中已有的数据。我们涵盖了作物供应、放牧生物量供应、供水、土壤侵蚀控制、休闲钓鱼以及碳封存和储存的生态系统。这项研究表明,使用实物和货币措施的扩展ES供应-使用表可以在SEEA - EA和传统国民经济核算中记录的信息之间提供可行的联系,尽管不一定是完整的联系。它将中间环境效益、最终环境效益和生产的产品和服务集成在一个表中,并有助于区分效益与创造这些效益的投入。展望未来,需要更综合地记录经济和生态系统对福祉的贡献,以更好地理解自然带来的好处。
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引用次数: 0
Measuring the natural capital of Amazonian forests: A case study of the National Forest of Carajás, Brazil 衡量亚马逊森林的自然资本:以巴西Carajás国家森林为例
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-30 DOI: 10.1016/j.ecoser.2025.101734
Tereza Cristina Giannini , Caroline Oliveira Andrino , Rafael Gomes Barbosa-Silva , José A. Bitencourt , Rafael C. Borges , Renata R. Brito , Rosane Cavalcante , Claudia P.W. Costa , Sidnei Dantas , Markus Gastauer , Vitor F. Gomes , Ulysses M. Maia , Felipe Martello , Leonardo Miranda , Sâmia Nunes , Guilherme Oliveira , Amanda Paracampo , Paulo R. Pontes , Silvio Ramos , José E. Santos Jr , Jacobus Biesmeijer
We propose an innovative approach that links nature and people to assess the natural capital of tropical forests in the Amazon. Our study location is a protected area inside Eastern Amazon forest, where we defined 14 sampling points and analyzed ten components, which encompass the maintenance of standing forests (nature to itself) and the provision of ecosystem services (nature to people). Five components were used to assess ecosystem functions and five components were used to assess ecosystem services. As for ecosystem functions, we registered 467 species of animals (122 bees, 53 butterflies, 292 birds) and 418 plant species, and a mean interaction diversity of 2.8 (from 480 bee-plant interactions). Based on functional traits, we found that at least 83 % of species must be preserved to guarantee resilience, and that functional diversity relies on 60 % of non-replaceable species. Eleven per cent of birds and 9 % of plants are endangered. As for ecosystem services, carbon storage in soil and vegetation is 41.6 and 173 MgC/ha (on average), respectively. One to four uses by Amazonian traditional communities were reported on 42 % of plants. In the vicinities of the protected area, we found that 66 % of crops (13 from 20 crop species) depend on pollinating bees, and the value of annual crop pollination service is US$4.5Mi. Regarding water protection and local climate regulation, data modelling has shown that the presence of protected forests leads to a 21 % increase in evapotranspiration and a decrease in temperature of 0.4 °C. Our framework showed a clear link between the megadiversity found in Amazonian tropical forest and the robust benefits provided to human welfare, highlighting forest conservation as a key element for sustainable development. Advances in understanding the value of forests stimulate significant new opportunities to improve the effectiveness and efficiency of forest conservation and management policies and decision-making.
我们提出了一种创新的方法,将自然和人联系起来,以评估亚马逊热带森林的自然资本。我们的研究地点是东亚马逊森林内的一个保护区,在那里我们定义了14个采样点,并分析了10个组成部分,其中包括现存森林的维护(自然本身)和生态系统服务的提供(自然对人)。生态系统功能评价采用5个分量,生态系统服务评价采用5个分量。在生态系统功能方面,动物467种(蜜蜂122种,蝴蝶53种,鸟类292种),植物418种,平均相互作用多样性为2.8(480种蜂-植物相互作用)。基于功能特征,我们发现至少83%的物种必须被保留以保证恢复力,而功能多样性依赖于60%的不可替代物种。11%的鸟类和9%的植物濒临灭绝。在生态系统服务功能方面,土壤和植被的碳储量平均分别为41.6和173 MgC/ha。据报道,亚马逊传统社区对42%的植物有一到四种利用。在保护区附近,我们发现66%的作物(20种作物中的13种)依赖传粉蜜蜂,每年作物授粉服务的价值为4.5亿美元。关于水保护和当地气候调节,数据建模显示,保护林的存在导致蒸散量增加21%,温度降低0.4℃。我们的框架显示了亚马逊热带森林中发现的巨型多样性与为人类福利提供的强大利益之间的明确联系,突出了森林保护是可持续发展的关键要素。对森林价值的认识取得进展,为提高森林养护和管理政策和决策的效力和效率提供了重要的新机会。
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引用次数: 0
Prioritising investment in kelp forest restoration: A spatially explicit benefit-cost analysis in southern Australia 优先投资海带林恢复:南澳大利亚的空间显性效益-成本分析
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-30 DOI: 10.1016/j.ecoser.2025.101739
Paul E. Carnell , Kym Whiteoak , Mary Young , Kay Critchell , Steve Swearer , Peter I. Macreadie , Josh McIntyre , Eric A Treml
Kelp forests are globally significant ecosystems providing critical ecosystem services, including fish production, nutrient cycling, carbon sequestration, and recreational uses. However, widespread degradation caused by anthropogenic pressures has led to significant declines in kelp forests, necessitating cost-effective restoration strategies. This study performs a spatially explicit benefit-cost analysis of kelp forest restoration in southern Australia to explore how variations in costs and benefits can inform prioritisation of restoration strategies. Costs of ecosystem restoration were calculated based on the time to cull overabundant sea urchins from each location and for active kelp restoration costs. We found that investing in kelp forest restoration at the broad-scale (3,291 ha) returns a positive benefit-cost ratio of 1.10 (where 1.0 is break-even). There was substantial site-specific variation in the benefit-cost ratio (0.33 to 3.4), driven by variation in predicted kelp biomass and thus nitrogen storage benefits ($0 − $105,000 /ha). For culling costs, this varied based on urchin density, the depth (dive time) and travel time to the site. Given this variation, we considered another scenario where only the reefs that returned a positive benefit-cost ration were restored (1,221 ha), which would deliver $92.1 million in benefits, from an investment of $43.9 million and would result in a benefit-cost ratio of 2.10. This research demonstrates how spatial prioritisation can guide investments in marine ecosystem restoration to maximise return on investment. However, while kelp restoration proves beneficial, realising its potential will require robust funding mechanisms (perhaps via market-based incentives), which are currently lacking.
海带林是全球重要的生态系统,提供重要的生态系统服务,包括鱼类生产、养分循环、碳封存和娱乐用途。然而,人为压力造成的广泛退化已导致海带林大幅减少,因此需要具有成本效益的恢复战略。本研究对南澳大利亚海带森林恢复进行了空间明确的效益-成本分析,以探索成本和效益的变化如何为恢复策略的优先级提供信息。生态系统恢复的成本是根据从每个地点剔除过剩海胆的时间和主动海带恢复的成本来计算的。我们发现,在大范围(3291公顷)投资海带林恢复的正收益成本比为1.10(其中1.0为收支平衡)。由于预测海带生物量的变化和氮储存效益(0 - 105,000美元/公顷)的变化,效益-成本比(0.33至3.4)在不同地点有很大的差异。对于扑杀成本,这取决于海胆密度、深度(潜水时间)和到达地点的旅行时间。考虑到这种变化,我们考虑了另一种情况,即只有回报为正的效益-成本比率的珊瑚礁被恢复(1,221公顷),这将从4390万美元的投资中获得9210万美元的效益,并将导致效益-成本比为2.10。该研究展示了空间优先排序如何指导海洋生态系统恢复投资,以实现投资回报最大化。然而,尽管海带恢复被证明是有益的,但实现其潜力将需要强有力的资助机制(可能是通过基于市场的激励机制),而这正是目前所缺乏的。
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引用次数: 0
Incorporating ecosystem service assessments into development planning − impact from a dredging project in South Australia on seagrass 将生态系统服务评估纳入发展规划-南澳大利亚疏浚项目对海草的影响
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-28 DOI: 10.1016/j.ecoser.2025.101738
Sam Gaylard , Rachel Colella , Matt Nelson , Paul Lavery , Michelle Waycott
Major infrastructure development is required for economic development and to improve human well-being, however conflict exists between developers and the community. Environmental impact assessment (EIA) is used in over 100 countries to evaluate potential impacts of major developments across environment, economy, and social benchmarks. However, EIA has been criticized for a lack of transparency and accountability, lack of consultation or participation and inadequate science. An ecosystem service assessment (ESA) recognizes the links between the environment and the socio-economic environment, resulting in a more holistic evaluation of potential impacts and effective community consultation. Despite this, its inclusion within EIA’s is rare.
An ESA was trialled within the evaluation stage of an EIA for a large capital dredging project in Adelaide, South Australia, an area dominated by long-lived seagrass. The process highlighted significant value to society from seagrass meadows, delivering provisioning, regulating and cultural services and many of these were at risk from the dredging proposal causing conflict with the community. The ESA provided clarity in links between ecological and social economic systems, assisting genuine and transparent engagement with the stakeholders and community. Monetary valuation of services provided context to decision makers arguing for changes to proposed methodology to protect seagrass and ecosystem services. Changes to the proposal resulted in substantially less seagrass loss than originally proposed, helping protect ecosystem services. This case study demonstrated the benefit of including an ESA into major development planning, increasing transparency, reducing conflict with the community, and assisting in providing a social licence to operate.
经济发展和改善人类福祉需要大型基础设施建设,但开发商和社区之间存在冲突。100多个国家使用环境影响评估(EIA)来评估主要开发项目在环境、经济和社会方面的潜在影响。然而,环境影响评估一直被批评缺乏透明度和问责制,缺乏咨询和参与,缺乏科学依据。生态系统服务评估认识到环境与社会经济环境之间的联系,从而对潜在影响进行更全面的评价,并进行有效的社区协商。尽管如此,将其纳入EIA的情况很少见。在南澳大利亚阿德莱德的一个大型资本疏浚项目的环境影响评估阶段试用了ESA,该地区主要是长寿命的海草。这一过程强调了海草草甸对社会的重要价值,提供供应、管理和文化服务,其中许多服务因疏浚提案而面临风险,导致与社区发生冲突。ESA明确了生态和社会经济系统之间的联系,有助于与利益相关者和社区进行真正和透明的接触。服务的货币评估为决策者提供了背景,他们主张改变保护海草和生态系统服务的拟议方法。对提案的修改大大减少了海草的损失,有助于保护生态系统服务。本案例研究展示了将ESA纳入主要发展规划、增加透明度、减少与社区的冲突以及协助提供运营社会许可证的好处。
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引用次数: 0
Revealing the hidden socioeconomic role of wild forest products for the European bioeconomy 揭示野生森林产品对欧洲生物经济的潜在社会经济作用
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-23 DOI: 10.1016/j.ecoser.2025.101735
Viola Di Cori , Nicolas Robert , Alfredo José Mainar-Causapé , Cristiano Franceschinis , Davide Matteo Pettenella , Mara Thiene
Despite the increasing attention towards the socioeconomic role of wild forest products (WFPs) − also known as non-wood forest products (NWFPs) − their function as cultural service has yet to receive a comprehensive quantification. This, at least partially, is due to the attention given to WFPs as provisioning services, and their commercial values in the rural economy. In this study, we combined for the first time the economic evaluation of forest ecosystem services with a Social Accounting Matrix methodology to analyse the social component of WFPs in three European countries, namely Czechia, Italy, and Sweden. We estimated that WFPs have a direct effect on transport services, as well as food and accommodation services. At the same time, we estimated the value of household wellbeing via non-market valuation. Overall, our results highlight the value that cultural services linked to WFPs add to European bioeconomy. A better understanding of the complete range of available resources offered by forests can inform future policy decisions aimed at enhancing the socioeconomic benefits for societies while sustainably managing forest ecosystems.
尽管人们越来越关注野生森林产品(也称为非木质森林产品)的社会经济作用,但其作为文化服务的功能尚未得到全面的量化。这至少部分是由于重视粮食计划署作为提供服务的作用及其在农村经济中的商业价值。在这项研究中,我们首次将森林生态系统服务的经济评价与社会核算矩阵方法结合起来,分析了三个欧洲国家(捷克、意大利和瑞典)世界粮食计划署的社会组成部分。我们估计粮食计划署对运输服务以及食品和住宿服务有直接影响。同时,我们通过非市场估值来估计家庭幸福的价值。总体而言,我们的研究结果突出了与世界粮食计划署相关的文化服务对欧洲生物经济的价值。更好地了解森林提供的全部可用资源,可以为未来的政策决定提供信息,这些决策旨在提高社会的社会经济效益,同时可持续地管理森林生态系统。
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引用次数: 0
Integrating multiple landscape management strategies to optimise conservation under climate and planning scenarios: a case study in the Iberian Peninsula 整合多种景观管理策略以优化气候和规划情景下的保护:伊比利亚半岛的案例研究
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-20 DOI: 10.1016/j.ecoser.2025.101742
Miguel Cánibe Iglesias , Virgilio Hermoso , João C. Azevedo , João C. Campos , José Salgado-Rojas , Ângelo Sil , Adrián Regos
Global change demands dynamic landscape management that integrates different strategies (e.g. promoting rewilding or traditional farming practices) to address the impact of climate and land use change. Planning for management strategies individually can lead to severe trade-offs between objectives, high opportunity costs and challenging implementation. Integrated management plans are needed to optimise the combination of multiple management strategies. We used the multi-action planning tool ‘Prioriactions’ to prioritise the spatial allocation of four management strategies (Afforestation, Rewilding, Farmland Return and Agroforestry Return) in the Meseta Ibérica transboundary Biosphere Reserve. We aimed to achieve targets for conservation of species suitable area and ecosystem services supply while minimising fire hazard under different climate scenarios. We tested this approach under contrasting planning scenarios depicting different management priorities (Equally Weighted, Forest Maximising and Open Maximising). By integrating multiple management strategies, we could achieve management goals for biodiversity and ecosystem services under different planning scenarios, minimising trade-offs and deriving recommendations easier to uptake. The spatial allocation and extent of management strategies varied according to climate change and planning scenarios. Afforestation was needed when putting more priority on forest species and carbon sequestration, while more Farmland Return was allocated when preserving open habitat species and agriculture. Fire hazard was higher in Rewilding areas and lower in Farmland Return and Agroforestry Return areas. The novelty of our approach lies in its capacity to combine different management strategies and provide an optimised spatial arrangement based on management features, making it suitable for planning in dynamic and complex environments where multiple pressures and objectives must be considered.
全球变化需要动态的景观管理,整合不同的战略(例如,促进重新放野或传统耕作方式),以应对气候和土地利用变化的影响。单独规划管理策略可能导致在目标、高机会成本和具有挑战性的执行之间进行严重的权衡。需要综合管理计划来优化多种管理策略的组合。我们使用多行动规划工具“优先行动”对Meseta ibacria跨界生物圈保护区的四种管理策略(造林、野化、农田归还和农林业归还)的空间分配进行了优先排序。我们的目标是在不同的气候情况下,达到保护物种和生态系统的目标,同时尽量减少火灾的危险。我们在描述不同管理优先级(均等加权、森林最大化和开放最大化)的对比规划方案下测试了这种方法。通过整合多种管理策略,我们可以在不同的规划情景下实现生物多样性和生态系统服务的管理目标,最大限度地减少权衡,并得出更容易接受的建议。管理策略的空间分配和程度因气候变化和规划情景而异。在保护森林物种和碳汇方面,应加强造林;在保护开放生境物种和保护农业方面,应加大退耕力度。还原区火灾危险性较高,退耕还林和农林业还原区火灾危险性较低。我们的方法的新颖之处在于它能够结合不同的管理策略,并根据管理特征提供优化的空间安排,使其适用于必须考虑多种压力和目标的动态和复杂环境的规划。
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引用次数: 0
How much is enough? Applying the law of large numbers to the measurement of interactions between ecosystem services 多少才够?应用大数定律来测量生态系统服务之间的相互作用
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-19 DOI: 10.1016/j.ecoser.2025.101736
David W. Shanafelt
Ecosystem services (ES) are at the forefront of the scientific literature, finding themselves in the research profiles of the National Science Foundation and European Research Council, as well as many other national research agencies. Yet despite many publications on the topic, issues of data availability, quality and quantity, and uncertainty still remain limitations to the field. In a recent analysis, Shanafelt et al. (2023) found a general trend in the interactions between ES when sampling a landscape: sampling ten percent of the landscape was sufficient to recover the mean correlation between ES measured at the landscape scale. In this paper, we delve deeper into this finding. Specifically, we apply Chebyshev’s inequality and the law of large numbers to show that as the sample size increases, the sample correlation between any two ES approaches the “true” value measured from the underlying statistical distributions of those services across the landscape. Furthermore, there exists a sample size in which the difference between the sample correlation and the true value is tolerably null – the “ten’s rule” from Shanafelt et al. (2023). We hypothesize that this sample size depends on the underlying correlation strength between those ES and the similarity between their spatial distributions, and test this hypothesis using regression analysis in theoretically-generated landscapes. Finally, we test our ability to predict this sample size in the actual Shanafelt et al. (2023) data. Our findings have applications for sample and experimental design, as well as for devising and implementing policy.
生态系统服务(ES)处于科学文献的前沿,在美国国家科学基金会和欧洲研究委员会以及许多其他国家研究机构的研究概况中都能找到自己的位置。然而,尽管有许多关于该主题的出版物,但数据的可用性,质量和数量以及不确定性问题仍然是该领域的限制。在最近的一项分析中,Shanafelt等人(2023)在对景观进行采样时发现了生态系统之间相互作用的总体趋势:采样10%的景观足以恢复景观尺度上测量的生态系统之间的平均相关性。在本文中,我们将深入研究这一发现。具体来说,我们应用Chebyshev不等式和大数定律来表明,随着样本量的增加,任何两个ES之间的样本相关性接近从这些服务在整个景观中的潜在统计分布中测量的“真实”值。此外,存在一个样本大小,其中样本相关性与真实值之间的差异可以容忍为零-来自Shanafelt et al.(2023)的“十分规则”。我们假设这一样本量取决于这些ES之间的潜在相关强度及其空间分布之间的相似性,并在理论生成的景观中使用回归分析来验证这一假设。最后,我们在实际的Shanafelt等人(2023)数据中测试了我们预测样本大小的能力。我们的研究结果可以应用于样本和实验设计,以及制定和实施政策。
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引用次数: 0
Spatial patterns and interactions among multiple cultural ecosystem services across urban greenspaces 城市绿地中多种文化生态系统服务的空间格局及相互作用
IF 6.1 2区 环境科学与生态学 Q1 ECOLOGY Pub Date : 2025-05-16 DOI: 10.1016/j.ecoser.2025.101740
Haojie Cao , Nataly G. Miguez , Brittany M. Mason , Corey T. Callaghan , Jiangxiao Qiu
Urban greenspaces (UGS) deliver substantial benefits to human wellbeing by providing valuable ecosystem services. Prior research on UGS has been primarily focused on provisioning and regulating services, with comparatively fewer studies explicitly addressing cultural ecosystem services (CES), presumably due to conceptual and methodological challenges in their characterization and quantification. Social media data have emerged as novel datasets that could provide new insights into the quantification of these intangible, highly context-specific, but critically important CES. In this study, we merged multiple platforms, including TripAdvisor and Google Maps that are among the most comprehensive user-generated datasets, to map and quantify the spatial distribution of 11 CES. Employing named-entity recognition models, this study extracted 60,156 textual entities related to CES from scraped reviews, allowing us to categorize 30,599 reviews into different CES types across 426 urban greenspaces. Our research demonstrated substantial spatial heterogeneity in the presence and diversity of CES and identified six key CES bundles, revealing more occurrences of CES synergies than tradeoffs across UGS. Geographical random forest models were applied to determine the relative importance of natural landscape elements, biodiversity proxies, and human utility metrics in explaining the spatial heterogeneity of CES. We found that factors such as greenspace size, tree cover percentage, biodiversity, and water features emerged as strong predictors of CES provision. Our study provides a roadmap and research framework for understanding and quantifying CES in urban settings and has implications for the sustainable planning and management of UGS to improve social wellbeing through the contribution of diverse CES.
城市绿地(UGS)通过提供有价值的生态系统服务,为人类福祉带来了巨大的好处。先前对UGS的研究主要集中在提供和调节服务,相对较少的研究明确地解决文化生态系统服务(CES),可能是由于其表征和量化的概念和方法上的挑战。社交媒体数据已经成为一种新的数据集,可以为这些无形的、高度具体的、但至关重要的消费电子产品的量化提供新的见解。在这项研究中,我们合并了多个平台,包括TripAdvisor和谷歌Maps,它们是最全面的用户生成数据集,来绘制和量化11个CES的空间分布。利用命名实体识别模型,本研究从抓取的评论中提取了60,156个与CES相关的文本实体,使我们能够将30,599条评论分类为426个城市绿地中不同的CES类型。我们的研究表明,CES的存在和多样性存在显著的空间异质性,并确定了六个关键的CES束,揭示了在UGS中,CES协同效应比权衡效应发生得更多。应用地理随机森林模型确定自然景观要素、生物多样性指标和人类效用指标在解释生态系统空间异质性中的相对重要性。研究发现,绿地面积、树木覆盖率、生物多样性和水景等因素是影响生态系统供应的重要因素。我们的研究为理解和量化城市环境中的消费环境提供了路线图和研究框架,并对UGS的可持续规划和管理具有启示意义,从而通过不同消费环境的贡献来改善社会福祉。
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引用次数: 0
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Ecosystem Services
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