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Validation of high-resolution satellite precipitation products over West Africa for rainfall monitoring and early warning 用于西非降雨监测和预警的高分辨率卫星降水产品的验证
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-24 DOI: 10.3389/fclim.2023.1185754
M. Houngnibo, B. Minoungou, S. Traoré, R. Maidment, A. Alhassane, Abdou Ali
Satellite rainfall estimation products (SRPs) can help overcome the absence of rain gauge data to monitor rainfall-related risks and provide early warning. However, SRPs can be subject to several sources of errors and need to be validated before specific uses. In this study, a comprehensive validation of nine high spatial resolution SRPs (less than 10 km) was performed on monthly and dekadal time scales for the period 2001–2015 in West Africa. Both SRPs and reference data were remapped to a spatial resolution of 0.1 ° and the validation process was carried out on a grid scale, with 1,202 grids having at least one rain gauge throughout West Africa. Unconditional statistical metrics, such as mean absolute error, Pearson correlation, Kling-Gupta efficiency and relative bias, as well as the reproducibility of rainfall seasonality, were used to describe the agreement between SRPs and reference data. The PROMETHEE II multi-criteria decision analysis (MCDA) method was employed to rank SRPs by considering criteria encompassing both their intrinsic characteristics and performance metrics. Overall, IMERGv6-Final, MSWEPv2.2, RFE2, ARC2, and TAMSATv3.1, performed reasonably well, regardless of West African climate zones and rainy season period. Given the performances displayed by each of these SRPs, RFE2, ARC2, and MSWEPv2.2 would be suitable for drought monitoring. TAMSATv3.1, IMERGv6-Final, RFE2, ARC2, and MSWEPv2.2 are recommended for comprehensive basin water resources assessments. TAMSATv3.1 and MSWEPv2.2 would be of interest for the characterization of variability and long-term changes in precipitation. Finally, TAMSATv3.1, ARC2, and MSWEPv2.2, could be good alternatives to observed data as predictants in West African Regional Climate Outlook Forum (RCOF) process.
卫星降雨估计产品(SRPs)可以帮助克服雨量计数据的缺乏,从而监测与降雨有关的风险并提供早期预警。然而,srp可能受到几个错误来源的影响,需要在特定使用之前进行验证。在本研究中,对2001-2015年西非地区9个高空间分辨率srp(小于10 km)进行了月和年代际时间尺度的综合验证。srp和参考数据都被重新映射到0.1°的空间分辨率,并在网格尺度上进行验证过程,整个西非有1202个网格至少有一个雨量计。采用平均绝对误差、Pearson相关、Kling-Gupta效率、相对偏倚等无条件统计指标,以及降雨季节性的再现性来描述srp与参考数据之间的一致性。采用PROMETHEE II多标准决策分析(MCDA)方法,通过考虑包含其内在特征和绩效指标的标准对srp进行排名。总体而言,无论西非气候区和雨季如何,IMERGv6-Final、MSWEPv2.2、RFE2、ARC2和TAMSATv3.1的表现都相当好。考虑到这些SRPs的性能,RFE2、ARC2和MSWEPv2.2适合用于干旱监测。流域水资源综合评价推荐使用TAMSATv3.1、IMERGv6-Final、RFE2、ARC2和MSWEPv2.2。TAMSATv3.1和MSWEPv2.2将有助于表征降水的变率和长期变化。最后,在西非区域气候展望论坛(RCOF)进程中,TAMSATv3.1、ARC2和MSWEPv2.2可以很好地替代观测数据作为预测因子。
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引用次数: 0
Editorial: Multi-scale air-sea variability and its application in Indo-Pacific regions 社论:多尺度海气变率及其在印太地区的应用
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-18 DOI: 10.3389/fclim.2023.1253000
T. Ogata, T. Horii, H. Aiki, Yu-Lin K. Chang, I. Iskandar, Y. Masumoto
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引用次数: 0
Editorial: Resilience of the built environment to climate change 社论:建筑环境对气候变化的适应能力
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-18 DOI: 10.3389/fclim.2023.1250838
W. Alnaser
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引用次数: 0
Potential consequences for rising temperature trends in the Oti River Basin, West Africa 西非奥蒂河流域气温上升趋势的潜在后果
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-14 DOI: 10.3389/fclim.2023.1184050
D. Kwawuvi, D. Mama, S. Agodzo, E. Bessah, Gnibga Issoufou Yangouliba, Wisdom S. Aklamati
One of the ways that climate change manifest itself is through temperature changes. Though the Oti River basin has been grappling with drought incidents, there has been little or no emphasis on analyzing temperature fluctuations in the basin. This study aimed to analyze the mean annual and seasonal temperature for the observed (1981–2010) and future periods (2021–2050) over the Oti River basin.Historical data were obtained from meteorological stations and the National Aeronautics and Space Administration Prediction of Worldwide Energy Resources (NASA POWER). Data quality assessment was conducted, and the NASA POWER temperature was validated against the stations' temperature. Ensemble of eight models acquired from the Coordinated Regional Climate Downscaling Experiment (CORDEX–Africa) under two Representative Concentration Pathways (RCP4.5 and RCP8.5), were used for the future projection. The mean annual and seasonal temperatures were analyzed for 1981–2010 and 2021–2050 (under RCPs 4.5 and 8.5 scenarios). The Modified Mann–Kendall test was used for trend analysis at 5% significant level.In the near-future, temperature is anticipated to increase at the mean monthly scale in the ranges of +0.88°C in October to +2.65°C in January under the RCP4.5 scenario, while the RCP8.5 predicts increases between +2.71°C in July and +6.48°C in January. The annual mean temperature change for the entire basin is projected at +1.47°C (RCP4.5) and +4.2°C (RCP8.5). For the rainy season period, the RCP4.5 projects annual mean temperature changes in the ranges of −0.72°C and +1.52°C while the RCP8.5 predicts changes between +1.06°C and +4.45°C. Concerning the dry season period, the anticipated changes in the annual mean temperature under the RCP4.5 would range from −0.43°C to +2.78°C whereas that of RCP8.5 would be between +1.97°C and 7.25°C. The Modified Mann–Kendall test revealed significantly increasing trends for temperature projections in the basin under both the RCPs 4.5 and 8.5 in the basin. The study provides significant contribution to the comprehension of temperature patterns in time and space which is necessary for the sustenance of rainfed agriculture and water resources within the basin.
气候变化的表现方式之一是通过温度变化。尽管奥的河流域一直在努力应对干旱事件,但很少或根本没有强调分析该流域的温度波动。本研究旨在分析奥的河流域观测到的(1981–2010年)和未来时期(2021–2050年)的年平均温度和季节平均温度。历史数据来自气象站和美国国家航空航天局全球能源资源预测(NASA POWER)。进行了数据质量评估,并根据空间站的温度验证了NASA POWER的温度。在两个具有代表性的浓度路径(RCP4.5和RCP8.5)下,从协调区域气候缩减实验(CORDEX–非洲)获得的八个模型集合用于未来预测。分析了1981–2010年和2021–2050年的年平均温度和季节平均温度(在RCP 4.5和8.5情景下)。修正Mann-Kendall检验用于5%显著水平的趋势分析。在不久的将来,在RCP4.5情景下,预计气温将以月平均水平在10月+0.88°C至1月+2.65°C的范围内上升,而RCP8.5预测气温将在7月+2.71°C和1月+6.48°C之间上升。整个流域的年平均温度变化预计为+1.47°C(RCP4.5)和+4.2°C(RCD8.5)。对于雨季,RCP4.5预测的年平均气温变化范围为-0.72°C和+1.52°C,而RCP8.5预测的变化范围为+1.06°C和+4.45°C。关于旱季,RCP4.5下的年平均温度的预期变化范围为-0.43°C至+2.78°C,而RCP8.5下的年均温度变化范围为+1.97°C至7.25°C。改良的Mann–Kendall试验显示,在流域RCP 4.5和8.5下,流域温度预测呈显著增加趋势。这项研究为理解时间和空间上的温度模式做出了重大贡献,这对于维持流域内的雨养农业和水资源是必要的。
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引用次数: 0
Natural Climate Solutions must embrace multiple perspectives to ensure synergy with sustainable development 自然气候解决方案必须包括多个角度,以确保与可持续发展的协同作用
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-14 DOI: 10.3389/fclim.2023.1216175
B. Waring, A. Gurgel, A. Köberle, S. Paltsev, J. Rogelj
To limit global warming to well below 2°C, immediate emissions reductions must be coupled with active removal of greenhouse gases from the atmosphere. “Natural Climate Solutions” (NCS) achieve atmospheric CO2 reduction through the conservation, restoration, or altered management of natural ecosystems, with enormous potential to deliver “win-win-win” outcomes for climate, nature and society. Yet the supply of high-quality NCS projects does not meet market demand, and projects already underway often fail to deliver their promised benefits, due to a complex set of interacting ecological, social, and financial constraints. How can these cross-sectoral challenges be surmounted? Here we draw from expert elicitation surveys and workshops with professionals across the ecological, sociological, and economic sciences, evaluating differing perspectives on NCS, and suggesting how these might be integrated to address urgent environmental challenges. We demonstrate that funders” perceptions of operational, political, and regulatory risk strongly shape the kinds of NCS projects that are implemented, and the locations where they occur. Because of this, greenhouse gas removal through NCS may fall far short of technical potential. Moreover, socioecological co-benefits of NCS are unlikely to be realized unless the local communities engaged with these projects are granted ownership over implementation and outcomes.
为了将全球变暖限制在远低于2°C的范围内,必须立即减少排放,同时积极从大气中清除温室气体。“自然气候解决方案”(NCS)通过保护、恢复或改变对自然生态系统的管理,实现大气中二氧化碳的减少,具有实现气候、自然和社会“三赢”结果的巨大潜力。然而,由于一系列复杂的生态、社会和金融制约因素的相互作用,高质量的NCS项目的供应不能满足市场需求,而且已经在进行中的项目往往无法实现承诺的效益。如何才能克服这些跨部门的挑战?在这里,我们借鉴了专家启发调查和与生态、社会学和经济学专业人士的研讨会,评估了对NCS的不同观点,并建议如何将这些观点整合起来以应对紧迫的环境挑战。我们证明,资助者对操作、政治和监管风险的看法强烈地影响了实施的NCS项目的类型及其发生的地点。正因为如此,通过NCS去除温室气体可能远远达不到技术潜力。此外,除非参与这些项目的当地社区获得实施和结果的所有权,否则NCS的社会生态协同效益不太可能实现。
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引用次数: 0
Data aggregation, ML ready datasets, and an API: leveraging diverse data to create enhanced characterizations of monsoon flood risk 数据聚合、支持ML的数据集和API:利用不同的数据创建增强的季风洪水风险特征
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-13 DOI: 10.3389/fclim.2023.1107363
Dharma Hoy, Rey L. Granillo, Leland Boeman, B. McMahan, M. Crimmins
Monsoon precipitation and severe flooding is highly variable and often unpredictable, with a range of flood conditions and impacts across metropolitan regions or a county. County and storm specific watches or warnings issued by the National Weather Service (NWS) alert the public to current flood conditions and risks, but floods are not limited to the area that is under alert and these zones can be relatively coarse depending on the data these warnings are based on. Research done by the Arizona Institute for Resilient Environments and Societies (AIRES) has produced an Application Programming Interface (API) accessible data warehouse of time series precipitation totals across the state of Arizona which consists of higher resolution geographically disperse data that helped create improved characterizations of monsoon precipitation variability. There is an opportunity to leverage these data to address flood risk particularly where advanced Computer Science methodologies and Machine Learning techniques may offer additional spatial and temporal insight into flood events. This can be especially useful during rainfall events where precipitation station reporting frequencies are increased and near real-time totals are accessible via the AIRES API. A Machine-Learning-ready dataset structured to train ML models facilitates an anticipatory approach to predicting/characterizing flood risk. This presents an opportunity for new inputs into management and decision making opportunities, in addition to describing precipitation and flood patterns after an event. In this paper we will be the first to make use of the AIRES API by taking the initial step of the Machine Learning process and assembling the precipitation data into a ML-ready dataset. We then look closer at the dataset assembled and call attention to characteristics of the dataset that can be further explored through machine learning processes. Finally, we will summarize future directions for research and climate services using this dataset and API.
季风降水和严重洪水变化很大,往往难以预测,在大都市地区或一个县有一系列洪水条件和影响。国家气象局(NWS)发布的县和风暴特定手表或警告提醒公众当前的洪水状况和风险,但洪水并不局限于警报区域,这些区域可能相对粗糙,这取决于这些警告所基于的数据。亚利桑那弹性环境与社会研究所(AIRES)所做的研究已经产生了一个应用程序编程接口(API)可访问的数据仓库,该仓库涵盖了整个亚利桑那州的时间序列降水总量,该仓库由更高分辨率的地理分散数据组成,有助于改进季风降水变化的特征。我们有机会利用这些数据来应对洪水风险,特别是在先进的计算机科学方法和机器学习技术可以为洪水事件提供额外的空间和时间洞察力的情况下。这在降雨事件中特别有用,因为降水站点报告频率增加,并且可以通过AIRES API获得近实时总数。机器学习就绪的数据集用于训练机器学习模型,有助于预测/表征洪水风险的预测方法。除了描述事件后的降水和洪水模式外,这为管理和决策提供了新的输入机会。在本文中,我们将首先利用AIRES API,采取机器学习过程的初始步骤,并将降水数据组装成ml就绪的数据集。然后,我们仔细观察组装的数据集,并提请注意数据集的特征,这些特征可以通过机器学习过程进一步探索。最后,我们将总结使用该数据集和API的未来研究方向和气候服务。
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引用次数: 0
Air-sea flux and SST variability associated with atmospheric rivers in the southeast Indian Ocean 印度洋东南部大气河流的海气通量和SST变化
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-12 DOI: 10.3389/fclim.2023.1150785
T. Shinoda, W. Han, Xue Feng
A previous study demonstrated that atmospheric rivers (ARs) generate substantial air-sea fluxes in the northeast Pacific. Since the southeast Indian Ocean is one of the active regions of ARs, similar air-sea fluxes could be produced. However, the spatial pattern of sea surface temperature (SST) in the southeast Indian Ocean, especially along the west coast of Australia, is different from that in the northeast Pacific because of the poleward flowing Leeuwin Current, which may cause different air-sea fluxes. This study investigates AR-associated air-sea fluxes in the southeast Indian Ocean and their relation with SST variability. The large-scale spatial pattern of latent heat flux (evaporation) associated with ARs in the southeast Indian Ocean is similar to that in the northeast Pacific. A significant difference is however found near the coastal area where relatively warm SSTs are maintained in all seasons. While AR-induced latent heat flux is close to zero around the west coast of North America where the equatorward flowing coastal current and upwelling generate relatively cold SSTs, a significant latent heat flux induced by ARs is evident along the west coast of Australia due to the relatively warm surface waters. Temporal variations of coastal air-sea fluxes associated with landfalling ARs are investigated based on the composite analysis. While the moisture advection reduces the latent heat during landfalling, the reduction of air humidity with strong winds enhances large evaporative cooling (latent heat flux) after a few days of the landfalling. A significant SST cooling along the coast is found due to the enhanced latent heat flux.
先前的一项研究表明,大气河流(ARs)在东北太平洋产生大量的海气通量。由于东南印度洋是ARs的活跃区之一,因此可能产生类似的海气通量。然而,由于Leeuwin海流的极向流动,东南印度洋特别是澳大利亚西海岸的海温(SST)空间格局与东北太平洋不同,这可能造成不同的海气通量。本文研究了东南印度洋与ar相关的海气通量及其与海温变率的关系。东南印度洋与ARs相关的大尺度潜热通量(蒸发)空间格局与东北太平洋相似。然而,在所有季节都保持相对温暖海温的沿海地区,存在显著差异。在北美西海岸附近,由于赤道沿岸流和上升流产生相对较冷的海温,ar诱发的潜热通量接近于零,而在澳大利亚西海岸,由于相对温暖的地表水,ar诱发的潜热通量显著。基于复合分析,研究了与登陆ar相关的沿海海气通量的时间变化。在登陆过程中,水汽平流降低了潜热,而在登陆几天后,强风带来的空气湿度降低增强了大的蒸发冷却(潜热通量)。由于潜热通量增强,沿海海温明显变冷。
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引用次数: 0
Climate change through the essentials–nature's offering and humankind's sine qua non 气候变化的本质——自然的提供和人类的必要条件
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-10 DOI: 10.3389/fclim.2023.1207872
T. Anderl
Climate change is decomposed into the driving terms allowing long-term projection of the natural and economic impacts. As a result, in the case of carbon emissions reduction by 2% per year from the present, the atmospheric CO2 concentration is expected to return to preindustrial values in about 1,000 years, temperature and sea level rise to approximately peak at 1°C and 5 m above the present levels by then, and the entailed economic burden to grow to 1.4% of the current global gross domestic product. Ninety percent of the required emissions reduction are anticipated achievable through cost neutrality. To take advantage of the potentially bearable impact, humankind is obliged to fulfill certain prerequisites near-time: (i) CO2 emissions reduction must be at least 2%/year at global level; (ii) economic growth may not continue to jeopardize emissions reduction efforts, thus far contributing with an emissions rise of 1.7%/year; (iii) due to the economic interlinkage, global coherence of regulatory measures must be established, proposedly commencing with a sizable group of countries, the rules comprising economic penalization of non-participants. The presented insight is associated with the potential to alter the social decision mode.
气候变化被分解为驱动因素,从而可以长期预测自然和经济影响。因此,如果从现在起每年减少2%的碳排放,大气中的二氧化碳浓度预计将在大约1000年后恢复到工业化前的水平,到那时,温度和海平面将在1°C时上升到大约峰值,比现在的水平高出5米,由此带来的经济负担将增长到当前全球国内生产总值的1.4%。预计通过成本中性可以实现90%的减排。为了利用潜在的可承受影响,人类有义务在不久的将来满足某些先决条件:(一)全球二氧化碳排放量必须至少每年减少2%;(ii)经济增长可能不会继续危害减排工作,迄今为止,排放量每年增长1.7%;(iii)由于经济相互联系,必须建立监管措施的全球一致性,建议从相当大的一组国家开始,规则包括对非参与者的经济惩罚。所提出的见解与改变社会决策模式的潜力有关。
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引用次数: 0
Disentangling the “net” from the “offset”: learning for net-zero climate policy from an analysis of “no-net-loss” in biodiversity 将“净”与“抵消”脱钩:从生物多样性“无净损失”的分析中学习净零气候政策
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-06 DOI: 10.3389/fclim.2023.1197608
Duncan P McLaren, L. Carver
Net-zero has proved a rapid and powerful convening concept for climate policy. Rather than treating it as a novel development from the perspective of climate policy, we examine net-zero in the context of the longer history and experience of the “no-net-loss” framing from biodiversity policy. Drawing on material from scholarly, policy and activist literature and cultural political economy theory, we interpret the turn to “net” policies and practices as part of the political economy of neoliberalism, in which the quantification and commodification of the environment, and in particular—trading through an offset market, enable continued ideological dominance of economic freedoms. This analysis highlights the ways in which the adoption of a “net” framing reconstructs the goals, processes and mechanisms involved. It is the neoliberal commitment to markets that drives the adoption of net framings for the very purpose of validating offsetting markets. Understanding the making of “net” measures in this way highlights the potential to disentangle the “net” from the “offset”, and we discuss the various obfuscations and perversities this entanglement affords. We argue that the delivery of net outcomes might be separated from the mechanism of offsetting, and the marketization of compensation it is typically presumed to involve, but may yet remain entangled in neoliberal political ideology. In conclusion we suggest some conditions for more effective, fair and sustainable delivery of “net-zero” climate policy.
事实证明,净零排放是一个快速而有力的气候政策召集概念。我们没有从气候政策的角度将其视为一个新的发展,而是在生物多样性政策“无净损失”框架的长期历史和经验的背景下研究净零。根据学术、政策和活动家文献以及文化政治经济学理论中的材料,我们将转向“网络”政策和实践解释为新自由主义政治经济学的一部分,在新自由主义中,环境的量化和商品化,特别是通过抵消市场进行交易,使经济自由在意识形态上继续占据主导地位。该分析强调了采用“网络”框架重建目标、过程和机制的方式。正是对市场的新自由主义承诺推动了净框架的采用,其目的正是验证抵消市场。以这种方式理解“净”度量的制定突出了将“净”与“偏移”区分开来的潜力,我们讨论了这种纠缠所带来的各种混淆和反常现象。我们认为,净结果的交付可能与抵消机制以及通常认为涉及的补偿市场化分离,但可能仍与新自由主义政治意识形态纠缠在一起。最后,我们提出了一些条件,以更有效、公平和可持续地实施“净零”气候政策。
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引用次数: 0
Deep sea nature-based solutions to climate change 基于自然的深海气候变化解决方案
Q2 ENVIRONMENTAL SCIENCES Pub Date : 2023-07-06 DOI: 10.3389/fclim.2023.1169665
Nathalie Hilmi, M. Sutherland, S. Farahmand, G. Haraldsson, Erik van Doorn, Ekkehard Ernst, M. Wisz, Astrid Claudel Rusin, Laura G. Elsler, L. Levin
The deep sea (below 200 m depth) is the largest carbon sink on Earth. It hosts abundant biodiversity that underpins the carbon cycle and provides provisioning, supporting, regulating and cultural ecosystem services. There is growing attention to climate-regulating ocean ecosystem services from the scientific, business and political sectors. In this essay we synthesize the unique biophysical, socioeconomic and governance characteristics of the deep sea to critically assess opportunities for deep-sea blue carbon to mitigate climate change. Deep-sea blue carbon consists of carbon fluxes and storage including carbon transferred from the atmosphere by the inorganic and organic carbon pumps to deep water, carbon sequestered in the skeletons and bodies of deep-sea organisms, carbon buried within sediments or captured in carbonate rock. However, mitigating climate change through deep-sea blue carbon enhancement suffers from lack of scientific knowledge and verification, technological limitations, potential environmental impacts, a lack of cooperation and collaboration, and underdeveloped governance. Together, these issues suggest that deep-sea climate change mitigation is limited. Thus, we suggest that a strong focus on blue carbon is too limited a framework for managing the deep sea to contribute to international goals, including the Sustainable Development Goals (SDGs), the Paris Agreement and the post-2020 Biodiversity Goals. Instead, the deep sea can be viewed as a more holistic nature-based solution, including many ecosystem services and biodiversity in addition to climate. Environmental impact assessments (EIAs), area-based management, pollution reduction, moratoria, carbon accounting and fisheries management are tools in international treaties that could help realize benefits from deep-sea, nature-based solutions.
深海(深度低于200米)是地球上最大的碳汇。它拥有丰富的生物多样性,支撑着碳循环,并提供供应、支持、调节和文化生态系统服务。科学、商业和政治部门越来越关注调节气候的海洋生态系统服务。在本文中,我们综合了深海独特的生物物理、社会经济和治理特征,以批判性地评估深海蓝碳减缓气候变化的机会。深海蓝碳由碳通量和碳储存组成,包括通过无机和有机碳泵从大气转移到深海的碳、封存在深海生物骨架和身体中的碳、埋藏在沉积物中的碳或被碳酸盐岩石捕获的碳。然而,通过深海蓝碳增强减缓气候变化存在科学知识和验证不足、技术限制、潜在的环境影响、缺乏合作和协作以及治理不发达等问题。总之,这些问题表明,减缓深海气候变化是有限的。因此,我们认为,对蓝碳的强烈关注过于局限于管理深海的框架,无法为包括可持续发展目标、《巴黎协定》和2020年后生物多样性目标在内的国际目标做出贡献。相反,深海可以被视为一个更全面的基于自然的解决方案,除了气候之外,还包括许多生态系统服务和生物多样性。环境影响评估(eia)、基于区域的管理、减少污染、暂停、碳核算和渔业管理是国际条约中的工具,可以帮助实现深海、基于自然的解决方案的利益。
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引用次数: 6
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Frontiers in Climate
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