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Advancing forest carbon projections requires improved convergence between ecological and economic models
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-01-10 DOI: 10.1186/s13021-024-00290-0
Madisen R. Fuller, Manaswini Ganjam, Justin S. Baker, Robert C. Abt

Forests have the potential to contribute significantly to global climate policy efforts through enhanced carbon sequestration and storage in terrestrial systems and wood products. Projections models simulate changes future in forest carbon fluxes under different environmental, economic, and policy conditions and can inform landowners and policymakers on how to best utilize global forests for mitigating climate change. However, forest carbon modeling frameworks are often developed and applied in a highly disciplinary manner, e.g., with ecological and economic modeling communities typically operating in silos or through soft model linkages through input–output parametric relationships. Recent disciplinary divides between economic and ecological research communities confound policy guidance on levers to increase forest carbon sinks and enhance ecosystem resilience to global change. This paper reviews and summarizes the expansive literature on forest carbon modeling within economic and ecological disciplines, discusses the benefits and limitations of commonly used models, and proposes a convergence approach to better integrating ecological and economic systems frameworks. More specifically, we highlight the critical feedback loops that exist when economic and ecological carbon models operate independently and discuss the benefits of a more integrated approach. We then describe an iterative approach that involves the sharing of methodology, perspectives, and data between the regimented model types. An integrated approach can reduce the limitations or disciplinary bias of forest carbon models by exploiting and merging their relative strengths.

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引用次数: 0
Integrating territorial pattern changes into the relationship between carbon sequestration and water yield in the Yangtze River Basin, China
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2025-01-02 DOI: 10.1186/s13021-024-00289-7
Zelin Liu, Xiaoting Yu, Cong Liu, Ziying Zou, Changhui Peng, Peng Li, Jiayi Tang, Haoyun Liu, Yihang Zhu, Chunbo Huang

Territorial pattern plays an important role in regional ecosystem management and service provision. It is significant to demonstrate the coordination relationships between the territorial space evolutions and ecosystem services for sustainable regional development. This study focused on quantifying the impacts of production-living-ecological space change on carbon sequestration and water yield in the upper and middle-lower reaches of the Yangtze River Basin. Our results indicated that the production-living-ecological space variation trends are similar between the upper and middle-lower reaches during 2000–2020, while their impacts on ecosystem services are different in their respective regions. In the upper reaches, the changes in production and ecological space had a direct positive impact on NPP while the changes of living space had a negative impact on the NPP. However, the changes of production-living-ecological space had no significant effects on the water yield. In contrast, the changes of production and ecological space had no significant effect on the NPP in the middle-lower reaches, while the changes of ecological space had a positive effect on the water yield. Additionally, we also found that social-economic factors had no significant effects on the changes of ecological space in the middle-lower reaches of the Basin. We suggested that policy makers need to optimize the distribution of territorial space in order to maintain sustainable development.

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引用次数: 0
Improved aboveground biomass estimation and regional assessment with aerial lidar in California’s subalpine forests
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-20 DOI: 10.1186/s13021-024-00286-w
Sara Winsemius, Chad Babcock, Van R. Kane, Kat J. Bormann, Hugh D. Safford, Yufang Jin

Background

Understanding the impacts of climate change on forest aboveground biomass is a high priority for land managers. High elevation subalpine forests provide many important ecosystem services, including carbon sequestration, and are vulnerable to climate change, which has altered forest structure and disturbance regimes. Although large, regional studies have advanced aboveground biomass mapping with satellite data, typically using a general approach broadly calibrated or trained with available field data, it is unclear how well these models work in less prevalent and highly heterogeneous forest types such as the subalpine. Monitoring biomass using methods that model uncertainty at multiple scales is critical to ensure that local relationships between biomass and input variables are retained. Forest structure metrics from lidar are particularly valuable alongside field data for mapping aboveground biomass, due to their high correlation with biomass.

Results

We estimated aboveground woody biomass of live and dead trees and uncertainty at 30 m resolution in subalpine forests of the Sierra Nevada, California, from aerial lidar data in combination with a collection of field inventory data, using a Bayesian geostatistical model. The ten-fold cross-validation resulted in excellent model calibration of our subalpine-specific model (94.7% of measured plot biomass within the predicted 95% credible interval). When evaluated against two commonly referenced regional estimates based on Landsat optical imagery, root mean square error, relative standard error, and bias of our estimations were substantially lower, demonstrating the benefits of local modeling for subalpine forests. We mapped AGB over four management units in the Sierra Nevada and found variable biomass density ranging from 92.4 to 199.2 Mg/ha across these management units, highlighting the importance of high quality, local field and remote sensing data.

Conclusions

By applying a relatively new Bayesian geostatistical modeling method to a novel forest type, our study produced the most accurate and precise aboveground biomass estimates to date for Sierra Nevada subalpine forests at 30 m pixel and management unit scales. Our estimates of total aboveground biomass within the management units had low uncertainty and can be used effectively in carbon accounting and carbon trading markets.

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引用次数: 0
Land-use change, no-net-loss policies, and effects on carbon dioxide removals
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-12-04 DOI: 10.1186/s13021-024-00287-9
David N. Wear, Matthew Wibbenmeyer

Background

Carbon dioxide removal from the atmosphere (CDR) is a critical component of strategies for restricting global warming to 1.5°C and is expected to come largely from the sequestration of carbon in vegetation. Because CDR rates have been declining in the United States, in part due to land use changes, policy proposals are focused on altering land uses, through afforestation, avoided deforestation, and no-net-loss strategies. Estimating policy effects requires a careful assessment of how land uses interact with forest conditions to determine future CDR.

Results

We evaluate how alternative specifications of land use-forest condition interactions in the United States affect projections of CDR using a model that mirrors land sector net emission inventories generated by the US government (EPA). Without land use change, CDR declines from 0.826 GT/yr in 2017 to 0.596 GT/yr in 2062 (28%) due to forest aging and disturbances. For a land use scenario that extends recent rates of change, we compare CDR estimated based on net changes in land use (Net Change model) and estimates that separately account for the distinct CDR implications of forest losses and forest gains (Component Change model). The Net Change model, a common specification, underestimates the CDR losses of land use by about 56% when compared with the Component Change models. We also estimate per hectare CDR losses from deforestation and gains from afforestation and find that afforestation gains lag deforestation losses in every ecological province in the US.

Conclusions

Net Change approaches substantially underestimate the impact of land use change on CDR and should be avoided. Component Change models highlight that avoided deforestation may provide up to twice the CDR benefits as increased afforestation—though preference for one policy over the other would require a cost assessment. The disparities in the CDR impacts of afforestation and deforestation indicate that no-net-loss policies could mitigate some CDR losses but would lead to overall declines in CDR for our 45-year time horizon. Over a much longer period afforestation could capture more of the losses from deforestation but at a timeframe inconsistent with most climate change policy efforts.

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引用次数: 0
Urban land use optimization prediction considering carbon neutral development goals: a case study of Taihu Bay Core area in China
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-30 DOI: 10.1186/s13021-024-00285-x
Mingfang Tang, Yuejing Rong, Lifu Zheng, Yue Luo, Kai Li, Xin Fan

Background

Given the increasing commitment of numerous nations to achieving future carbon neutrality, urban development planning that integrating carbon storage considerations plays a crucial role in enhancing urban carbon efficiency and promoting regional sustainable development. Previous studies have indicated that optimizing land use structure and quality is essential for regional carbon storage management. Taking the core area of Taihu Bay as study area, this study innovatively combined high-precision urban 3D data to account for the whole urban carbon pools of buildings, vegetation, soils, water. Then, multi-objective linear programming model and PLUS (Patch-generating Land Use Simulation) model were applied at patch scale to assess and compare carbon storage in various scenarios, considering both carbon storage maximization and urban development requirements.

Results

The results were presented as follows. (1) Urban woodland carbon pool accounts for only a fraction of total carbon pool, and the role of soil and building carbon pools cannot be ignored. (2) Compared with the current situation, the carbon-growth optimized scenario will lead to the increase of total carbon storage by 38,568.31 tons. (3) Carbon-growth optimized scenario has reduced carbon storage in Woodland, Cropland, Village, Water compared to the Natural growth scenario, but has increased carbon storage in Garden plots, Street, Urban district, Town and other areas.

Conclusions

Therefore, we find that for fast-growing cities, rationally planning built-up areas and woodland areas can achieve the twin goals of economic development and maximizing regional carbon storage. Furthermore, the implementation of new energy policies and projects such as green roofs can help to achieve regional carbon neutrality. The study provides new insights into the accounting of carbon pools within cities and the simulation of fine-grained land use planning based on the dual objectives of carbon stock maximization and urban development.

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引用次数: 0
Slowly getting there: a review of country experience on estimating emissions and removals from forest degradation 进展缓慢:各国估算森林退化所致排放量和清除量的经验回顾
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-11-25 DOI: 10.1186/s13021-024-00281-1
Till Neeff, Javier G. P. Gamarra, Andreas Vollrath, Erik Lindquist, Ghislaine Gill, Julian Fox, Jennifer Smith, Karen Dyson, Karis Tenneson, Marieke Sandker, Teopista Nakalema

Estimating emissions and removals from forest degradation is important, yet challenging, for many countries. This paper reports results from analysis of country reporting (to the United Nations Framework Convention on Climate Change and also to several climate finance initiatives) and key take-aways from a south-south exchange workshop among 17 countries with forest mitigation programmes. During the workshop discussions it became clear that, where forest degradation is a major source of emissions, governments want to include it when reporting on their mitigation efforts. However, challenges to accurately estimating emissions from degradation relate to defining forest degradation and setting the scope for estimating carbon stock changes; to detecting and monitoring degradation using earth observation data; and to estimating associated emissions and removals from field observation results. The paper concludes that recent and ongoing investments into data and analysis methods have helped improve forest degradation estimation, but further methodological work and continued effort will be needed.

对许多国家而言,估算森林退化的排放量和清除量非常重要,但也极具挑战性。本文报告了对国家报告(向《联合国气候变化框架公约》以及若干气候融资倡议)的分析结果,以及 17 个拥有森林减排计划的国家在南南交流研讨会上的主要收获。在研讨会的讨论中,我们清楚地认识到,如果森林退化是一个主要的排放源,各国政府希望在报告其减缓努力时将其包括在内。然而,准确估算退化产生的排放所面临的挑战涉及:森林退化的定义和碳储量变化估算范围的设定;利用地球观测数据检测和监测退化;以及根据实地观测结果估算相关排放和清除。本文的结论是,最近和正在进行的对数据和分析方法的投资有助于改善森林退化的估算,但还需要进一步的方法论工作和持续的努力。
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引用次数: 0
Methane cycling in temperate forests 温带森林的甲烷循环。
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-22 DOI: 10.1186/s13021-024-00283-z
Kathryn Wigley, Charlotte Armstrong, Simeon J. Smaill, Nicki M. Reid, Laura Kiely, Steve A. Wakelin

Temperate forest soils are considered significant methane (CH4) sinks, but other methane sources and sinks within these forests, such as trees, litter, deadwood, and the production of volatile organic compounds are not well understood. Improved understanding of all CH4 fluxes in temperate forests could help mitigate CH4 emissions from other sources and improve the accuracy of global greenhouse gas budgets. This review highlights the characteristics of temperate forests that influence CH4 flux and assesses the current understanding of the CH4 cycle in temperate forests, with a focus on those managed for specific purposes. Methane fluxes from trees, litter, deadwood, and soil, as well as the interaction of canopy-released volatile organic compounds on atmospheric methane chemistry are quantified, the processes involved and factors (biological, climatic, management) affecting the magnitude and variance of these fluxes are discussed. Temperate forests are unique in that they are extremely variable due to strong seasonality and significant human intervention. These features control CH4 flux and need to be considered in CH4 budgets. The literature confirmed that temperate planted forest soils are a significant CH4 sink, but tree stems are a small CH4 source. CH4 fluxes from foliage and deadwood vary, and litter fluxes are negligible. The production of volatile organic compounds could increase CH4’s lifetime in the atmosphere, but current in-forest measurements are insufficient to determine the magnitude of any effect. For all sources and sinks more research is required into the mechanisms and microbial community driving CH4 fluxes. The variability in CH4 fluxes within each component of the forest, is also not well understood and has led to overestimation of CH4 fluxes when scaling up measurements to a forest or global scale. A roadmap for sampling and scaling is required to ensure that all CH4 sinks and sources within temperate forests are accurately accounted for and able to be included in CH4 budgets and models to ensure accurate estimates of the contribution of temperate planted forests to the global CH4 cycle.

温带森林土壤被认为是重要的甲烷(CH4)汇,但人们对这些森林中的其他甲烷源和汇(如树木、枯枝落叶、枯木和挥发性有机化合物的产生)还不甚了解。加深对温带森林中所有甲烷通量的了解有助于减少其他来源的甲烷排放,并提高全球温室气体预算的准确性。本综述强调了影响甲烷通量的温带森林特征,并评估了目前对温带森林甲烷循环的了解,重点关注那些为特定目的而管理的森林。对来自树木、枯枝落叶、枯死木和土壤的甲烷通量以及树冠释放的挥发性有机化合物与大气甲烷化学的相互作用进行了量化,并讨论了影响这些通量的大小和差异的相关过程和因素(生物、气候、管理)。温带森林的独特之处在于,由于强烈的季节性和大量的人为干预,它们的变化非常大。这些特点控制着甲烷通量,需要在甲烷预算中加以考虑。文献证实,温带人工林土壤是一个重要的甲烷汇,但树茎是一个很小的甲烷源。树叶和枯木的甲烷通量各不相同,而枯枝落叶的通量可以忽略不计。挥发性有机化合物的产生可能会延长 CH4 在大气中的停留时间,但目前的森林测量不足以确定任何影响的大小。对于所有源和汇,都需要对驱动 CH4 通量的机制和微生物群落进行更多研究。人们对森林各组成部分内 CH4 通量的变化也不甚了解,这导致在将测量结果放大到森林或全球范围时高估了 CH4 通量。需要制定一个采样和放大路线图,以确保温带森林中的所有甲烷汇和源都得到准确计算,并能够纳入甲烷预算和模型中,从而确保准确估算温带人工林对全球甲烷循环的贡献。
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引用次数: 0
Stand structure and Brazilian pine as key determinants of carbon stock in a subtropical Atlantic forest 林分结构和巴西松是亚热带大西洋森林碳储量的关键决定因素
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-19 DOI: 10.1186/s13021-024-00284-y
Vinicius Costa Cysneiros, Allan Libanio Pelissari, Afonso Figueiredo Filho

Background

Understanding the drivers of variations in carbon stocks is essential for developing the effective management strategies that contribute to mitigating climate change. Although a positive relationship between biodiversity and the aboveground carbon (AGC) has been widely reported for various Brazilian forest types, representing a win–win scenario for climate change mitigation, this association has not been commonly found in Brazilian subtropical forests. Therefore, in the present study, we aimed to evaluate the effects of Araucaria angustifolia, stand structure and species diversity in shaping AGC stocks in Brazilian subtropical mixed forest. We hypothesized that the effects on the AGC of stand structure and diversity would be mediated by A. angustifolia. We also evaluated the expectation of higher carbon stocks in protected forest as a result of their positive correlation with biodiversity conservation.

Results

We found that stand structure, followed by A. angustifolia, played the most important role in shaping the AGC stock. Our hypothesis was partially confirmed, the indirect effects of A. angustifolia on stand structure being found to have shaped the AGC. Similarly, our expectation was partially supported, with the higher AGC in the protected area being related not to diversity, but rather to the presence of larger trees, denser stands, and a greater abundance of A. angustifolia.

Conclusion

Although the win–win strategy between diversity conservation and carbon storage is not a peculiarity of Araucaria forests, we highlight the potential of these forests as a nature-based climate solution, maintaining high levels of carbon storage in harmony with the provision of keystone socio-economic resources.

背景了解碳储量变化的驱动因素对于制定有助于减缓气候变化的有效管理策略至关重要。虽然生物多样性与地上碳(AGC)之间的正相关关系在巴西各种森林类型中已被广泛报道,代表了减缓气候变化的双赢局面,但这种关联在巴西亚热带森林中并不常见。因此,在本研究中,我们旨在评估巴西亚热带混交林Araucaria angustifolia、林分结构和物种多样性对AGC储量形成的影响。我们假设,林分结构和多样性对 AGC 的影响将由 A. angustifolia 介导。结果我们发现,林分结构对 AGC 储量的影响最大,其次是 A. angustifolia。我们的假设得到了部分证实,发现A. angustifolia对林分结构的间接影响塑造了AGC。同样,我们的预期也得到了部分支持,保护区内较高的 AGC 与多样性无关,而是与较大的树木、较密集的林分以及较丰富的 A. angustifolia 有关。结论虽然多样性保护与碳储存之间的双赢策略并非 Araucaria 森林的特质,但我们强调了这些森林作为基于自然的气候解决方案的潜力,在提供关键社会经济资源的同时保持高水平的碳储存。
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引用次数: 0
Carbon, climate, and natural disturbance: a review of mechanisms, challenges, and tools for understanding forest carbon stability in an uncertain future 碳、气候和自然干扰:在不确定的未来了解森林碳稳定性的机制、挑战和工具综述
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-10-10 DOI: 10.1186/s13021-024-00282-0
Alex W. Dye, Rachel M. Houtman, Peng Gao, William R. L. Anderegg, Christopher J. Fettig, Jeffrey A. Hicke, John B. Kim, Christopher J. Still, Kevin Young, Karin L. Riley

In this review, we discuss current research on forest carbon risk from natural disturbance under climate change for the United States, with emphasis on advancements in analytical mapping and modeling tools that have potential to drive research for managing future long-term stability of forest carbon. As a natural mechanism for carbon storage, forests are a critical component of meeting climate mitigation strategies designed to combat anthropogenic emissions. Forests consist of long-lived organisms (trees) that can store carbon for centuries or more. However, trees have finite lifespans, and disturbances such as wildfire, insect and disease outbreaks, and drought can hasten tree mortality or reduce tree growth, thereby slowing carbon sequestration, driving carbon emissions, and reducing forest carbon storage in stable pools, particularly the live and standing dead portions that are counted in many carbon offset programs. Many forests have natural disturbance regimes, but climate change and human activities disrupt the frequency and severity of disturbances in ways that are likely to have consequences for the long-term stability of forest carbon. To minimize negative effects and maximize resilience of forest carbon, disturbance risks must be accounted for in carbon offset protocols, carbon management practices, and carbon mapping and modeling techniques. This requires detailed mapping and modeling of the quantities and distribution of forest carbon across the United States and hopefully one day globally; the frequency, severity, and timing of disturbances; the mechanisms by which disturbances affect carbon storage; and how climate change may alter each of these elements. Several tools (e.g. fire spread models, imputed forest inventory models, and forest growth simulators) exist to address one or more of the aforementioned items and can help inform management strategies that reduce forest carbon risk, maintain long-term stability of forest carbon, and further explore challenges, uncertainties, and opportunities for evaluating the continued potential of, and threats to, forests as viable mechanisms for forest carbon storage, including carbon offsets. A growing collective body of research and technological improvements have advanced the science, but we highlight and discuss key limitations, uncertainties, and gaps that remain.

在这篇综述中,我们讨论了美国目前对气候变化下自然干扰造成的森林碳风险的研究,重点是分析绘图和建模工具方面的进展,这些进展有可能推动对未来森林碳长期稳定性管理的研究。作为碳储存的自然机制,森林是实现旨在应对人为排放的气候减缓战略的关键组成部分。森林由寿命长的生物(树木)组成,可以储存碳数百年或更久。然而,树木的寿命是有限的,野火、昆虫和疾病爆发以及干旱等干扰会加速树木的死亡或减少树木的生长,从而减缓碳固存、推动碳排放并减少稳定库中的森林碳储存,特别是许多碳抵消项目中计算的活立木部分。许多森林都有自然扰动机制,但气候变化和人类活动会扰乱扰动的频率和严重程度,从而可能对森林碳的长期稳定性造成影响。为了最大限度地减少负面影响,最大限度地提高森林碳的恢复能力,必须在碳补偿协议、碳管理实践以及碳绘图和建模技术中考虑干扰风险。这就需要对以下方面进行详细的绘图和建模:全美森林碳的数量和分布,希望有一天能达到全球范围;干扰的频率、严重程度和时间;干扰影响碳储存的机制;以及气候变化可能如何改变这些因素。有几种工具(如火灾蔓延模型、森林蓄积量估算模型和森林生长模拟器)可用于解决上述一个或多个问题,并有助于为管理策略提供信息,从而降低森林碳风险,保持森林碳的长期稳定性,并进一步探索挑战、不确定性和机遇,以评估森林作为森林碳储存(包括碳抵消)的可行机制的持续潜力和面临的威胁。越来越多的集体研究和技术改进推动了科学的发展,但我们强调并讨论了仍然存在的主要局限性、不确定性和差距。
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引用次数: 0
Accounting for carbon emissions in social water cycle system in nine provinces along the yellow river and analysis of influencing factors 沿黄九省社会水循环系统碳排放核算及影响因素分析
IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-28 DOI: 10.1186/s13021-024-00280-2
Lanbo Cui, Fuqiang Wang, Honglu Zhang, Heng Zhao, Jiahao Shi

Background

Water resources is an essential factor to ensure the sustainable development of the society, but along with the utilization and treatment of water resources, a large amount of carbon emissions will be generated. The study of carbon emissions in social water cycle system is of great significance in promoting the achievement of carbon peaking and carbon neutrality. This study calculated the carbon emissions generated in social water cycle system in nine provinces along the Yellow River, used the Tapio decoupling model to analyze the decoupling relationship between water and carbon emissions, and constructed the STIRPAT expanded model to analyze the main influencing factors of carbon emissions.

Results

(1) The total carbon emissions of the nine provinces showed an increasing trend over time, with a growth rate of 25.13%. (2) The carbon emission intensity of water use (1.60kg/m3) and drainage (1.45kg/m3) system is higher, the carbon emission intensity of water supply (0.30kg/m3) and water withdrawal (0.56kg/m3) system is lower. (3) The relationship between water resources utilization and carbon emissions along the Yellow River is generally in a state of negative decoupling and coupling. (4) Energy structure and population growth are the main factors affecting carbon emissions in social water cycle system, while water supply quantity and water use system are secondary factors.

Conclusions

Water use system is the main body of carbon emissions in social water cycle system, and as the water consumption increases, the carbon emissions will continue to increase. In order to reduce carbon emissions and mitigate climate change, carbon emission factors should be incorporated into water resources management.

背景水资源是保障社会可持续发展的重要因素,但在水资源利用和处理的同时,也会产生大量的碳排放。研究社会水循环系统中的碳排放对促进实现碳峰值和碳中和具有重要意义。本研究计算了沿黄九省社会水循环系统产生的碳排放量,利用 Tapio 解耦模型分析了水与碳排放的解耦关系,并构建了 STIRPAT 扩展模型分析了碳排放的主要影响因素。结果(1)九省碳排放总量呈逐年上升趋势,增长率为 25.13%。(2)用水(1.60kg/m3)和排水(1.45kg/m3)系统的碳排放强度较高,供水(0.30kg/m3)和取水(0.56kg/m3)系统的碳排放强度较低。(3)沿黄水资源利用与碳排放的关系总体上处于负解耦状态。(4)能源结构和人口增长是影响社会水循环系统碳排放的主要因素,供水量和用水系统是次要因素。为了减少碳排放,减缓气候变化,应将碳排放因素纳入水资源管理。
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引用次数: 0
期刊
Carbon Balance and Management
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