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An actor-centered, scalable land system typology for addressing biodiversity loss in the world’s tropical dry woodlands 以行动者为中心、可扩展的土地系统类型学,解决世界热带干旱林地生物多样性丧失问题
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-01 DOI: 10.1016/j.gloenvcha.2024.102849
Marie Pratzer , Patrick Meyfroidt , Marina Antongiovanni , Roxana Aragon , Germán Baldi , Stasiek Czaplicki Cabezas , Cristina A. de la Vega-Leinert , Shalini Dhyani , Jean-Christophe Diepart , Pedro David Fernandez , Stephen T. Garnett , Gregorio I. Gavier Pizarro , Tamanna Kalam , Pradeep Koulgi , Yann le Polain de Waroux , Sofia Marinaro , Matias Mastrangelo , Daniel Mueller , Robert Mueller , Ranjini Murali , Tobias Kuemmerle

Land use is a key driver of the ongoing biodiversity crisis and therefore also a major opportunity for its mitigation. However, appropriately considering the diversity of land-use actors and activities in conservation assessments and planning is challenging. As a result, top-down conservation policy and planning are often criticized for a lack of contextual nuance widely acknowledged to be required for effective and just conservation action. To address these challenges, we have developed a conceptually consistent, scalable land system typology and demonstrated its usefulness for the world's tropical dry woodlands. Our typology identifies key land-use actors and activities that represent typical threats to biodiversity and opportunities for conservation action. We identified land systems in a hierarchical way, with a global level allowing for broad-scale planning and comparative work. Nested within it, a regionalized level provides social-ecological specificity and context. We showcase this regionalization for five hotspots of land-use change and biodiversity loss in dry woodlands in Argentina, Bolivia, Mozambique, India, and Cambodia. Unlike other approaches to present land use, our typology accounts for the complexity of overlapping land uses. This allows, for example, assessment of how conservation measures conflict with other land uses, understanding of the social-ecological co-benefits and trade-offs of area-based conservation, mapping of threats, or targeting area-based and actor-based conservation measures. Moreover, our framework enables cross-regional learning by revealing both commonalities and social-ecological differences, as we demonstrate here for the world's tropical dry woodlands. By bridging the gap between global, top-down, and regional, bottom-up initiatives, our framework enables more contextually appropriate sustainability planning across scales and more targeted and social-ecologically nuanced interventions.

土地利用是当前生物多样性危机的主要驱动因素,因此也是缓解危机的主要机会。然而,在保护评估和规划中适当考虑土地使用参与者和活动的多样性具有挑战性。因此,自上而下的保护政策和规划经常受到批评,因为缺乏公认的有效和公正保护行动所需的背景细微差别。为了应对这些挑战,我们开发了一种概念一致、可扩展的土地系统类型学,并证明了它对世界热带干旱林地的实用性。我们的类型学确定了主要的土地使用行为者和活动,这些行为者和活动代表了对生物多样性的典型威胁和保护行动的机遇。我们以分层的方式确定了土地系统,其中全球层面可用于大范围规划和比较工作。其中,区域化层次提供了社会生态的特殊性和背景。我们针对阿根廷、玻利维亚、莫桑比克、印度和柬埔寨干旱林地的五个土地利用变化和生物多样性丧失热点地区展示了这种区域化方法。与其他介绍土地利用的方法不同,我们的类型学考虑到了重叠土地利用的复杂性。例如,这样就可以评估保护措施如何与其他土地用途发生冲突,了解基于区域保护的社会生态共同利益和权衡,绘制威胁图,或确定基于区域和基于行为者的保护措施。此外,我们的框架还能通过揭示共性和社会生态差异实现跨区域学习,正如我们在此为世界热带干旱林地所展示的那样。通过弥合全球、自上而下和区域、自下而上的倡议之间的差距,我们的框架可以实现更符合实际情况的跨尺度可持续性规划,以及更有针对性和社会生态细致入微的干预措施。
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引用次数: 0
“These industries have polluted consciences; we are unable to envision change“: Sense of place and lock-in mechanisms in Sulcis coal and carbon-intensive region, Italy "这些行业污染了人们的良知;我们无法设想改变":意大利苏尔西斯煤炭和碳密集地区的地方感和锁定机制
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-01 DOI: 10.1016/j.gloenvcha.2024.102850
Fulvio Biddau , Valentina Rizzoli , Paolo Cottone , Mauro Sarrica

European coal and carbon-intensive regions (CCIRs) face the intricate challenge of navigating destabilization-reconfiguration pathways, requiring a nuanced understanding of how phase-out intertwines with innovation and lock-in mechanisms. The success of this transformation depends on a multitude of factors, including socio-political, economic, and material conditions, as well as psychosocial and cultural dimensions of place. This study examines how feedback loops between structural factors (i.e., socio-political, socio-economic, and infrastructural) and sense of place can either disrupt or reinforce lock-in mechanisms and path dependency in CCIRs. The study focuses on Sulcis CCIR (Sardinia, Italy), where extractive and metal industries are deeply ingrained in the region's culture and economy. To reconstruct the trajectory of the CCIR and gain in depth understanding of feedback mechanisms of path dependency across time, we triangulate different data sources including policy documents, newspapers, participatory workshops, and interviews with key stakeholders. The findings reveal the profound influence of a sense of place grounded in a shared industrial myth along with associated place meanings, identities, and memories on lock-in mechanisms. Positive feedback loops between sense of place and structural factors of lock-in have legitimated the dominance of coal and carbon-intensive industries across time, impeding the recognition of the need for change and obscuring windows of opportunity for low-carbon transformation. Following the definite destabilization of coal, dominant place meanings are being actively challenged, while the legacy of sense of place is serving as a guiding frame for shaping the legitimacy and imaginaries of place transformation and defining a just transition pathway. The study discusses the importance of recognizing and addressing the role of sense of place and its interaction with structural factors in perpetuating lock-in to ensure effective deliberate destabilization efforts and navigate a just reconfiguration of CCIRs.

欧洲煤炭和碳密集地区(CCIRs)面临着复杂的挑战,即如何在不稳定-重组的道路上前行,这就要求对逐步淘汰如何与创新和锁定机制交织在一起有一个细致入微的了解。这种转变的成功取决于多种因素,包括社会政治、经济和物质条件,以及地方的社会心理和文化因素。本研究探讨了结构性因素(即社会政治、社会经济和基础设施)与地方感之间的反馈回路如何在 CCIR 中破坏或加强锁定机制和路径依赖。本研究的重点是苏尔奇斯 CCIR(意大利撒丁岛),该地区的采掘业和金属工业在该地区的文化和经济中根深蒂固。为了重构 CCIR 的发展轨迹并深入了解路径依赖的反馈机制,我们对不同的数据来源进行了三角测量,包括政策文件、报纸、参与式研讨会以及对主要利益相关者的访谈。研究结果揭示了以共同的工业神话为基础的地方感以及相关的地方意义、身份和记忆对锁定机制的深刻影响。地方感与锁定机制的结构性因素之间的正反馈循环使煤炭和碳密集型工业在不同时期的主导地位合法化,阻碍了人们对变革必要性的认识,并掩盖了低碳转型的机会之窗。在煤炭的稳定性受到明确破坏之后,主导性的地方意义正受到积极挑战,而地方意识的遗产正成为塑造地方转型的合法性和想象力以及界定公正转型途径的指导框架。本研究讨论了认识和处理地方感的作用及其与结构性因素的相互作用在延续锁定现象方面的重要性,以确保有效的蓄意颠覆努力和引导 CCIR 的公正重组。
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引用次数: 0
Increasing single households challenges household decarbonization in japan 越来越多的单身家庭对日本家庭去碳化提出挑战
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-27 DOI: 10.1016/j.gloenvcha.2024.102848
Liqiao Huang , Yin Long , Zhiheng Chen , Yuan Li , Jiamin Ou , Yosuke Shigetomi , Yoshikuni Yoshida

In light of societal shifts such as an aging population, delayed marriages, and higher rates of divorce, there's a notable rise in solitary living, affecting society, the economy, and the environment. To understand the implications of these demographic shifts, our research examines the nexus between solo living and its broader social-environmental consequences. Using Japan, one of the countries with the highest proportion of the elderly, as a reference, we explore the temporal fluctuations, gender-specific variances, and long-term trends in carbon footprints influenced by alterations in consumption behaviors. Results indicate that housing energy and food consumption remain the dominant carbon footprint contributors across all demographic sectors. Interestingly, single households present higher carbon footprints than non-single households, with those of single females surpassing their male counterparts due to increased household energy use and expenditures on clothing and healthcare. Following the demographic shifts, single households are expected to account for approximately 31.1% of Japan's emissions from households by 2040, challenging national decarbonization efforts due to their higher per capita emissions. This highlights the imperative for bespoke strategies, especially in resource allocation and sharing, to address the solo living challenge and ensure congruence with Japan's sustainability and decarbonization goals.

随着人口老龄化、结婚延迟和离婚率上升等社会变迁,独居现象明显增加,对社会、经济和环境造成了影响。为了了解这些人口变化的影响,我们的研究探讨了独居生活与其更广泛的社会环境后果之间的关系。日本是老年人比例最高的国家之一,我们以日本为参照,探讨了受消费行为改变影响的碳足迹的时间波动、性别差异和长期趋势。结果表明,住房能源和食品消费仍然是所有人口统计部门的主要碳足迹贡献者。有趣的是,单身家庭的碳足迹高于非单身家庭,单身女性的碳足迹超过男性,原因是家庭能源使用以及服装和医疗保健支出增加。随着人口结构的变化,预计到 2040 年,单身家庭的排放量将占日本家庭排放量的 31.1%,由于其人均排放量较高,这将对国家的脱碳努力构成挑战。这凸显了定制战略的必要性,尤其是在资源分配和共享方面,以应对单身生活的挑战,并确保与日本的可持续发展和去碳化目标保持一致。
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引用次数: 0
The substantial impacts of carbon capture and storage technology policies on climate change mitigation pathways in China 碳捕集与封存技术政策对中国减缓气候变化路径的实质性影响
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-20 DOI: 10.1016/j.gloenvcha.2024.102847
Jing-Li Fan , Wenlong Zhou , Zixia Ding , Xian Zhang

Carbon capture and storage (CCS) technology, considered as a pivotal tool in mitigating climate change within the fossil energy system, particularly in China, has experienced slower development than expected. The exploration of direct incentive policies to facilitate its growth remains relatively underdeveloped. This study developed a hybrid dynamic computable general equilibrium (CGE) model to simulate the substantial impacts of CCS incentive policies on China within the context of carbon neutrality target. Two potential incentive policies, carbon emission trading system (ETS) and 45Q tax credit, were simulated, with different sectoral coverage. The results indicate that CCS technologies can reduce carbon emissions by 960 ∼ 1,604 MtCO2 annually by 2060 through the strategic implementation of these incentive policies. The 45Q tax credit demonstrates its effectiveness in promoting early-stage research and development (R&D) and demonstration of CCS, while the ETS policy facilitates the commercial development of CCS in the later stage of development. By 2060, the implementation of CCS incentive policies could potentially result in 7.7 ∼ 17.4 % reduction in China’s primary energy consumption, 71.2 ∼ 82.7 % decrease in the carbon price of ETS and 5.64 ∼ 6.59 % increase in the GDP compared with the no-policy scenario. In addition, the sectoral output in various sectors and the welfare of urban and rural households also increase. This paper provides an important reference for the realization of China’s carbon neutrality goal and the model framework can be applied to other countries.

碳捕集与封存(CCS)技术被认为是化石能源系统内减缓气候变化的重要工具,尤其是在中国,但其发展速度却低于预期。对促进其发展的直接激励政策的探索仍相对不足。本研究建立了一个混合动态可计算一般均衡(CGE)模型,以模拟在碳中和目标背景下,CCS激励政策对中国的实质性影响。该模型模拟了碳排放交易体系(ETS)和45Q税收抵免这两种潜在的激励政策,其行业覆盖范围各不相同。结果表明,通过战略性地实施这些激励政策,到 2060 年,CCS 技术每年可减少碳排放 960 ~ 1,604 兆吨 CO2。45Q税收减免政策在促进CCS早期研发和示范方面发挥了有效作用,而排放交易计划政策则促进了CCS后期的商业化发展。与无政策情景相比,到2060年,CCS激励政策的实施有可能使中国一次能源消费减少7.7%∼17.4%,ETS碳价格下降71.2%∼82.7%,GDP增加5.64%∼6.59%。此外,各行业的部门产出和城乡家庭的福利也有所提高。本文为中国碳中和目标的实现提供了重要参考,模型框架也可应用于其他国家。
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引用次数: 0
Evaluating behavioral responses to climate change in terms of coping and adaptation: An index approach 评估应对和适应气候变化的行为反应:指数法
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-18 DOI: 10.1016/j.gloenvcha.2024.102837
Alexandra Paige Fischer, Riva C.H. Denny

As individuals and households have increasingly suffered the effects of climate change, substantial research has focused on understanding behavioral adaptation, the process of individuals and households responding to climate change to reduce future risk and improve well-being. However, this research is limited by the challenge of evaluating adaptation and differentiating it from coping. The theoretical literature suggests that planned, proactive, and transformative responses are more consistent with the concept of adaptation, while autonomous, reactive, and incremental efforts are more consistent with the concept of coping. We developed an index based on these features for evaluating behavioral responses to climate change in terms of coping and adaptation. We tested the index with a regression model of variables theorized to foster adaptation. Our empirical context was small woodland owners responding to climate change-related stressors (storms, insect and disease outbreaks, winter thaws, droughts, heat waves, and wildfires) by managing their forests in the Northwoods, USA. We found that a small but notable proportion of the owners exhibited behavior more consistent with adaptation than coping. A larger proportion of owners exhibited behavior more consistent with coping than adaptation. The greatest proportion exhibited mixed coping-adaptation behavior, confirming theories that coping and adaptation occur on a continuum, with interplay between the two. We also found the regression model explained how consistent their responses were with adaptation relative to coping. Our findings advance scholarly understanding of behavioral adaptation and how to evaluate it more consistently and coherently. Our findings also enhance practical understanding of how small woodland owners adapt to climate change.

随着个人和家庭日益遭受气候变化的影响,大量研究集中于了解行为适应,即个人和家庭应对气候变化以降低未来风险和改善福祉的过程。然而,这项研究受到了评估适应和区分适应与应对的挑战的限制。理论文献表明,有计划、积极主动和变革性的应对措施更符合适应的概念,而自主、被动和渐进的努力更符合应对的概念。我们根据这些特征制定了一个指数,用于评估应对和适应气候变化的行为反应。我们利用理论上促进适应的变量回归模型对该指数进行了测试。我们的经验背景是小林地所有者通过管理他们在美国北林区的森林来应对与气候变化相关的压力因素(风暴、昆虫和疾病爆发、冬季解冻、干旱、热浪和野火)。我们发现,有一小部分业主的行为与其说是应对,不如说是适应。更多的业主表现出的是应对而非适应。最大比例的人表现出应对和适应的混合行为,这证实了应对和适应是一个连续统一体的理论,两者之间存在相互作用。我们还发现,回归模型可以解释相对于应对行为,适应行为在多大程度上与应对行为一致。我们的研究结果促进了学术界对行为适应以及如何更一致、更连贯地评估行为适应的理解。我们的研究结果还加深了人们对小林地所有者如何适应气候变化的实际理解。
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引用次数: 0
Diversity in global environmental scenario sets 全球环境设想方案集的多样性
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-18 DOI: 10.1016/j.gloenvcha.2024.102839
Henrk Carlsen , Sara Talebian , Simona Pedde , Kasper Kok

Scenario development and analysis is an important methodological approach in the assessment of global environmental change. Scenarios are used to assess climate change and its impacts on societies, economies, and ecosystems, and identify, test, and improve policy responses to manage the negative consequences of a changing environment. Evaluation of scenarios, especially global scenarios widely used in the climate research and policy community, is therefore urgently needed. While the quality and usefulness of individual scenarios have been extensively examined through a wide array of criteria, standards for systematic evaluation of scenario sets are only emerging. Scenario diversity (i.e., diversity between individual scenarios in a set) has been advanced as a measure to assess the quality of global scenario sets. In this paper, we use scenario diversity analysis, a systematic and transparent quantitative method, to examine six major global scenario sets with regards to scenario set diversity. Results show that the assessed scenario sets show relatively good performance with regards to scenario set diversity. However, the use of classic methods for building scenario architectures and the number of scenarios included in a set raise important questions about the potential trade-offs between covering a bigger space of futures possibilities and adding redundancy to the scenario set.

情景模拟和分析是评估全球环境变化的一种重要方法。假设情景用于评估气候变化及其对社会、经济和生态系统的影响,并确定、测试和改进政策应对措施,以管理不断变化的环境所带来的负面影响。因此,迫切需要对情景进行评估,特别是气候研究和政策界广泛使用的全球情景。虽然单个假设情景的质量和实用性已通过一系列标准进行了广泛的研究,但对假设情景集进行系统评估的标准才刚刚出现。情景多样性(即情景集中单个情景之间的多样性)被认为是评估全球情景集质量的一种措施。在本文中,我们采用情景多样性分析这一系统而透明的定量方法,对全球六大情景集的情景多样性进行了考察。结果表明,所评估的情景集在情景集多样性方面表现相对较好。然而,使用经典方法构建情景架构以及情景集所包含的情景数量,提出了在覆盖更大的未来可能性空间和增加情景集冗余度之间进行权衡的重要问题。
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引用次数: 0
Regimes of global and national oil palm cultivations from 2001 to 2018 2001 年至 2018 年全球和各国的油棕榈种植制度
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-13 DOI: 10.1016/j.gloenvcha.2024.102845
Hao Yu , Dongjie Fu , Ze Yuan , Jiasheng Tang , Ye Xiao , Lu Kang , Vincent Lyne , Fenzhen Su

Oil palm is the dominant global oil crop due to its high productivity and diversified usage in many sectors. Since the late 20th century, oil palm cultivations proliferated in Southeast Asia, West Africa, and Latin America. However, global market factors, different national and regional policies, and smallholder versus commercial planting regimes in different areas lead to significant differences in economic benefits and environmental problems from deforestation and loss of biodiversity. We investigated changes in global and national distributions against suitability and indices of tree age distribution change for industrial oil palm (IOP) and smallholder oil palm (SOP). Spatial and temporal change analyses show that: i) For most tree ages, the proportion of global oil palm planting in suitable areas was less than 50%, but the impact of temporal regimes, from possible market factors and local policies, on planting structure should not be neglected; ii) Central America, South America, and West Africa were less suitable for oil palm cultivation compared to Southeast Asia. While, as two dominant oil palm planting countries, Indonesia and Malaysia had relatively low planting suitability, with 39.23% of Indonesia’s IOP, 44.85% of Indonesia’s SOP, 30.90% of Malaysia’s IOP and 18.77% of Malaysia’s SOP in highly and most suitable intervals; iii) There exist clear differences between IOP and SOP in terms of suitability, planting structure and spatial expansion patterns; iv) Hysteresis effect exists between latecomers (countries in West Africa and Latin America) and forerunner (Indonesia and Malaysia) in terms of spatial expansion; v) The spatial expansion patterns of oil palm planting centers have obvious scale effects for both IOP and SOP, with clear inter-country and intra-country differences. This paper reinterprets the global distribution of tree age and spatial expansion pattern and recommends scientific strategies to guide site selection and planting structure that enable oil palm cultivation for sustainable development.

油棕是全球最主要的油料作物,因为它产量高,而且在许多领域都有多种用途。自 20 世纪末以来,油棕种植在东南亚、西非和拉丁美洲迅速发展。然而,全球市场因素、不同的国家和地区政策以及不同地区的小农与商业种植制度导致了经济效益的显著差异,以及森林砍伐和生物多样性丧失带来的环境问题。我们针对工业油棕(IOP)和小农油棕(SOP)的适宜性和树龄分布变化指数,调查了全球和国家分布的变化情况。空间和时间变化分析表明:i) 就大多数树龄而言,全球油棕种植在适宜地区的比例低于 50%,但不应忽视可能的市场因素和地方政策对种植结构的影响;ii) 与东南亚相比,中美洲、南美洲和西非不太适合种植油棕。而印尼和马来西亚作为两大油棕种植大国,种植适宜性相对较低,印尼 IOP 占 39.23%,印尼 SOP 占 44.85%,马来西亚 IOP 占 30.90%,马来西亚 SOP 占 18.77%。iii)IOP 和 SOP 在适宜性、种植结构和空间扩展模式方面存在明显差异;iv)在空间扩展方面,后发国家(西非和拉丁美洲国家)和先行国家(印度尼西亚和马来西亚)之间存在滞后效应;v)油棕种植中心的空间扩展模式对 IOP 和 SOP 都具有明显的规模效应,国家间和国家内差异明显。本文重新解读了全球油棕树龄分布和空间扩展模式,并提出了指导选址和种植结构的科学策略建议,以实现油棕种植的可持续发展。
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引用次数: 0
China’s nature-based solutions in the Global South: Evidence from Asia, Africa, and Latin America 中国在全球南部地区基于自然的解决方案:来自亚洲、非洲和拉丁美洲的证据
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-13 DOI: 10.1016/j.gloenvcha.2024.102842
Annah Lake Zhu , Niklas Weins , Juliet Lu , Tyler Harlan , Jin Qian , Fabiana Barbi Seleguim

China increasingly engages in environmental diplomacy through South-South cooperation across the developing world. Since 2019, the rise of the discourse of Nature-based Solutions (NbS) within this cooperation has been exponential. Coined just over ten years ago, NbS refers to the underexplored potential of leveraging the natural world to address socio-environmental challenges. The concept finds particular resonance in China, where it demonstrates strong parallels with the domestically-pioneered concept of Ecological Civilization – the ruling paradigm when it comes to all realms of Chinese environmental governance. Building on the global discourse, NbS has been adapted to the Chinese context, creating what some call “Chinese-style” NbS that prioritizes large-scale interventions and ecological engineering over grassroots preservation. China’s NbS are not only being pursued domestically, but also increasingly abroad through the country’s Belt and Road Initiative. From Southeast and Central Asia to Africa and Latin America, this article surveys Chinese-led or financed projects that fall under the broad umbrella of NbS. We provide a comparative analysis of these interventions – or the conspicuous lack of such interventions – to show the current status and future prospects for China’s growing sphere of influence when it comes to advancing NbS in the Global South. We find that China’s embrace of this concept in environmental diplomacy is directly related to the potential for NbS to serve as a tool for helping the country’s vision of an Ecological Civilization “go global.” The consonance between the rhetoric of NbS and Ecological Civilization, combined with the global reach of NbS, provides a powerful platform for taking Chinese environmental discourse to the global level.

中国越来越多地通过南南合作参与发展中国家的环境外交。自 2019 年以来,"基于自然的解决方案"(NbS)在这一合作中的话语权呈指数级增长。NbS 在十多年前提出,指的是利用自然世界应对社会环境挑战的潜力尚未得到充分发掘。这一概念在中国引起了特别的共鸣,它与中国国内率先提出的生态文明概念有很强的相似性--生态文明是中国环境治理各个领域的主流范式。在全球讨论的基础上,NbS 根据中国国情进行了调整,形成了一些人所说的 "中国式 "NbS,即优先考虑大规模干预和生态工程,而不是基层保护。中国的 NbS 不仅在国内推行,而且通过中国的 "一带一路 "倡议越来越多地在国外推行。从东南亚和中亚到非洲和拉丁美洲,本文调查了中国主导或资助的 NbS 项目。我们对这些干预--或明显缺乏此类干预--进行了比较分析,以展示中国在全球南部推进 "一带一路 "倡议时日益扩大的势力范围的现状和未来前景。我们发现,中国在环境外交中接受这一概念与 NbS 作为帮助中国的生态文明愿景 "走向世界 "的工具的潜力直接相关。NbS 与生态文明之间的言辞一致,再加上 NbS 的全球影响力,为将中国的环境话语推向全球提供了一个强有力的平台。
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引用次数: 0
The environmental and socioeconomic impacts of the Italian National Parks: Time and spillover effects across different geographical contexts 意大利国家公园对环境和社会经济的影响:不同地理环境下的时间和溢出效应
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-11 DOI: 10.1016/j.gloenvcha.2024.102838
Riccardo D'Alberto , Matteo Zavalloni , Francesco Pagliacci

Protected Areas such as national parks are increasingly implemented to achieve the long-term conservation of nature and the provision of ecosystem services, hence preventing biodiversity loss. We study the environmental and socioeconomic impacts generated by eight Italian National Parks. We estimate the impacts i) on the short and medium term, ii) on the local population and on the neighboring areas (i.e., their spillovers), and iii) differentiating the analysis by the macro-geographical context in which National Parks are embedded (i.e., north, center, and south of Italy). The analysis is based on the combination of the Propensity Score Matching with the Doubly Robust Difference-in-Differences estimator. We find that the National Parks have a positive and increasing-over-time impact on the share of forested areas. Moreover, from the socioeconomic point of view, their impact has been positive on the number of local units, workers employed (especially in the tourism sector), and the number of incoming work commuters, but negative on the number of agricultural holdings. However, these results depend on the geographical contexts, i.e., most of the positive socioeconomic impacts are in the north. Finally, we find (positive) spillover in terms of forested areas, but non-significant socioeconomic ones.

为了实现对自然的长期保护和提供生态系统服务,从而防止生物多样性的丧失,国家公园等保护区越来越多地得到实施。我们研究了八个意大利国家公园产生的环境和社会经济影响。我们估算了 i) 短期和中期影响;ii) 对当地人口和邻近地区的影响(即外溢效应);iii) 根据国家公园所处的宏观地理环境(即意大利北部、中部和南部)进行了不同的分析。分析基于倾向得分匹配法与双重稳健差分估计法的结合。我们发现,国家公园对森林覆盖率的影响是积极的,并且随着时间的推移不断增加。此外,从社会经济的角度来看,国家公园对当地单位数量、就业人数(尤其是旅游业)和外来工作通勤者数量的影响是积极的,但对农业土地数量的影响是消极的。不过,这些结果取决于地理环境,即大部分积极的社会经济影响都出现在北部地区。最后,我们发现森林面积的(正)溢出效应,但社会经济溢出效应并不显著。
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引用次数: 0
Automatic deforestation driver attribution using deep learning on satellite imagery 利用卫星图像深度学习自动归因毁林驱动因素
IF 8.9 1区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-11 DOI: 10.1016/j.gloenvcha.2024.102843
Neel Ramachandran , Jeremy Irvin , Hao Sheng , Sonja Johnson-Yu , Kyle Story , Rose Rustowicz , Andrew Y. Ng , Kemen Austin

Deforestation is a leading contributor to greenhouse gas emissions globally. Understanding the direct drivers of forest loss is essential for developing targeted forest conservation and management policies. However, this data is hard to collect at scale due to the complexity of forest loss drivers and expertise required for accurately identifying them. To address this challenge, we developed a deep learning model called ForestNet which uses publicly available satellite imagery to automatically classify the drivers of primary forest loss. We validated ForestNet on a test set of expert-annotated forest loss events and showed that ForestNet achieved high performance across four major driver classes. We used ForestNet to identify these drivers on over 2 million forest loss events in Indonesia between 2012 and 2019, with significant improvement in spatial and temporal resolution over previously available data. We found that plantations and smallholder agriculture were the primary direct drivers of deforestation in Indonesia during this period, accounting for 64 % of total forest loss. Deforestation has decreased steadily since 2012 after increasing steadily from 2001 to 2009 and peaking from 2009 to 2012, trends that we found are primarily due to changes in plantation-driven deforestation. Our approach can serve as a general framework for scalably attributing deforestation to specific drivers and can be extended to other regions of interest, providing a flexible and cost-effective way for countries to regularly monitor, understand, and address their unique and dynamic drivers of deforestation.

森林砍伐是全球温室气体排放的主要因素。了解森林丧失的直接驱动因素对于制定有针对性的森林保护和管理政策至关重要。然而,由于森林损失驱动因素的复杂性以及准确识别这些因素所需的专业知识,很难大规模收集这些数据。为了应对这一挑战,我们开发了一个名为 ForestNet 的深度学习模型,该模型利用公开的卫星图像对原始森林损失的驱动因素进行自动分类。我们在专家标注的森林损失事件测试集上对 ForestNet 进行了验证,结果表明 ForestNet 在四个主要驱动因素类别中都取得了很高的性能。我们使用ForestNet识别了2012年至2019年期间印度尼西亚200多万个森林损失事件中的这些驱动因素,其空间和时间分辨率比以前可用的数据有了显著提高。我们发现,种植园和小农农业是这一时期印尼森林砍伐的主要直接驱动因素,占森林总损失的 64%。森林砍伐量在 2001 年至 2009 年期间稳步上升,并在 2009 年至 2012 年期间达到峰值,自 2012 年以来稳步下降,我们发现这一趋势主要是由于种植园驱动的森林砍伐量发生了变化。我们的方法可以作为一个通用框架,将森林砍伐可扩展地归因于特定的驱动因素,并可扩展到其他相关地区,为各国定期监测、了解和解决其独特而动态的森林砍伐驱动因素提供了一种灵活而经济有效的方法。
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引用次数: 0
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Global Environmental Change
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