Operational assessment tool for forest carbon dynamics for the United States: a new spatially explicit approach linking the LUCAS and CBM-CFS3 models

IF 3.9 3区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Carbon Balance and Management Pub Date : 2022-02-02 DOI:10.1186/s13021-022-00201-1
Benjamin M. Sleeter, Leonardo Frid, Bronwyn Rayfield, Colin Daniel, Zhiliang Zhu, David C. Marvin
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引用次数: 7

Abstract

Background

Quantifying the carbon balance of forested ecosystems has been the subject of intense study involving the development of numerous methodological approaches. Forest inventories, processes-based biogeochemical models, and inversion methods have all been used to estimate the contribution of U.S. forests to the global terrestrial carbon sink. However, estimates have ranged widely, largely based on the approach used, and no single system is appropriate for operational carbon quantification and forecasting. We present estimates obtained using a new spatially explicit modeling framework utilizing a “gain–loss” approach, by linking the LUCAS model of land-use and land-cover change with the Carbon Budget Model of the Canadian Forest Sector (CBM-CFS3).

Results

We estimated forest ecosystems in the conterminous United States stored 52.0 Pg C across all pools. Between 2001 and 2020, carbon storage increased by 2.4 Pg C at an annualized rate of 126 Tg C year−1. Our results broadly agree with other studies using a variety of other methods to estimate the forest carbon sink. Climate variability and change was the primary driver of annual variability in the size of the net carbon sink, while land-use and land-cover change and disturbance were the primary drivers of the magnitude, reducing annual sink strength by 39%. Projections of carbon change under climate scenarios for the western U.S. find diverging estimates of carbon balance depending on the scenario. Under a moderate emissions scenario we estimated a 38% increase in the net sink of carbon, while under a high emissions scenario we estimated a reversal from a net sink to net source.

Conclusions

The new approach provides a fully coupled modeling framework capable of producing spatially explicit estimates of carbon stocks and fluxes under a range of historical and/or future socioeconomic, climate, and land management futures.

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美国森林碳动态的业务评估工具:一种连接LUCAS和CBM-CFS3模型的空间显式新方法
量化森林生态系统的碳平衡一直是研究的热点,涉及许多方法学方法的发展。森林清查、基于过程的生物地球化学模型和反演方法都被用于估算美国森林对全球陆地碳汇的贡献。然而,估计的范围很广,主要取决于所使用的方法,没有一个单一的系统适合于实际的碳量化和预测。通过将土地利用和土地覆盖变化的LUCAS模型与加拿大森林部门的碳预算模型(CBM-CFS3)联系起来,我们利用一种新的空间显式建模框架,利用“收益-损失”方法,给出了估算结果。结果:我们估计美国相邻的森林生态系统在所有池中储存了52.0 Pg C。在2001 - 2020年间,碳储量以每年126 Tg C的速率增加了2.4 Pg C。我们的结果与使用各种其他方法来估计森林碳汇的其他研究大致一致。气候变率和变化是净碳汇大小年变率的主要驱动因素,而土地利用和土地覆盖变化和干扰是净碳汇大小的主要驱动因素,使净碳汇强度年变率降低39%。对美国西部气候情景下碳变化的预测发现,根据不同的情景,对碳平衡的估计存在分歧。在中等排放情景下,我们估计碳的净汇增加了38%,而在高排放情景下,我们估计从净汇到净源的逆转。新方法提供了一个完全耦合的建模框架,能够在历史和/或未来社会经济、气候和土地管理的未来范围内对碳储量和通量进行空间明确估计。
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来源期刊
Carbon Balance and Management
Carbon Balance and Management Environmental Science-Management, Monitoring, Policy and Law
CiteScore
7.60
自引率
0.00%
发文量
17
审稿时长
14 weeks
期刊介绍: Carbon Balance and Management is an open access, peer-reviewed online journal that encompasses all aspects of research aimed at developing a comprehensive policy relevant to the understanding of the global carbon cycle. The global carbon cycle involves important couplings between climate, atmospheric CO2 and the terrestrial and oceanic biospheres. The current transformation of the carbon cycle due to changes in climate and atmospheric composition is widely recognized as potentially dangerous for the biosphere and for the well-being of humankind, and therefore monitoring, understanding and predicting the evolution of the carbon cycle in the context of the whole biosphere (both terrestrial and marine) is a challenge to the scientific community. This demands interdisciplinary research and new approaches for studying geographical and temporal distributions of carbon pools and fluxes, control and feedback mechanisms of the carbon-climate system, points of intervention and windows of opportunity for managing the carbon-climate-human system. Carbon Balance and Management is a medium for researchers in the field to convey the results of their research across disciplinary boundaries. Through this dissemination of research, the journal aims to support the work of the Intergovernmental Panel for Climate Change (IPCC) and to provide governmental and non-governmental organizations with instantaneous access to continually emerging knowledge, including paradigm shifts and consensual views.
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