New forest biomass carbon stock estimates in Northeast Asia based on multisource data

被引:43
作者
Luo, Weixue [1 ]
Kim, Hyun Seok [2 ,3 ,4 ,5 ]
Zhao, Xiuhai [1 ]
Ryu, Daun [3 ]
Jung, Ilbin [6 ]
Cho, Hyunkook [6 ]
Harris, Nancy [7 ]
Ghosh, Sayon [8 ]
Zhang, Chunyu [1 ]
Liang, Jingjing [8 ]
机构
[1] Beijing Forestry Univ, State Forestry & Grassland Adm, Res Ctr Forest Management Engn, Beijing 100083, Peoples R China
[2] Seoul Natl Univ, Dept Agr Forestry & Bioresources, Seoul, South Korea
[3] Seoul Natl Univ, Interdisciplinary Program Agr & Forest Meteorol, Seoul, South Korea
[4] Natl Ctr Agro Meteorol, Seoul, South Korea
[5] Seoul Natl Univ, Res Inst Agr & Life Sci, Seoul, South Korea
[6] Korea Forest Promot Inst, Div Forest Resources Informat, Seoul, South Korea
[7] World Resources Inst, Washington, DC 20006 USA
[8] Purdue Univ, Dept Forestry & Nat Resources, Forest Adv Comp & Artificial Intelligence Lab FAC, 715 W State St, W Lafayette, IN 47907 USA
基金
中国国家自然科学基金;
关键词
carbon density; carbon stock; climate change; human influences; Korean Peninsula; machine learning; northeastern China; spatial variations; REMOTE-SENSING DATA; CLIMATE-CHANGE; TERRESTRIAL ECOSYSTEMS; ABOVEGROUND BIOMASS; TROPICAL FORESTS; RELATIVE CONTRIBUTIONS; BOREAL; CHINA; TEMPERATE; DYNAMICS;
D O I
10.1111/gcb.15376
中图分类号
X176 [生物多样性保护];
学科分类号
090705 ;
摘要
Forests play an important role in both regional and global C cycles. However, the spatial patterns of biomass C density and underlying factors in Northeast Asia remain unclear. Here, we characterized spatial patterns and important drivers of biomass C density for Northeast Asia, based on multisource data from in situ forest inventories, as well as remote sensing, bioclimatic, topographic, and human footprint data. We derived, for the first time, high-resolution (1 km x 1 km) maps of the current and future forest biomass C density for this region. Based on these maps, we estimated that current biomass C stock in northeastern China, the Democratic People's Republic of Korea, and Republic of Korea to be 2.53, 0.40, and 0.35 Pg C, respectively. Biomass C stock in Northeast Asia has increased by 20%-46% over the past 20 years, of which 40%-76% was contributed by planted forests. We estimated the biomass C stock in 2080 to be 6.13 and 6.50 Pg C under RCP4.5 and RCP8.5 scenarios, respectively, which exceeded the present region-wide C stock value by 2.85-3.22 Pg C, and were 8%-14% higher than the baseline C stock value (5.70 Pg C). The spatial patterns of biomass C densities were found to vary greatly across the Northeast Asia, and largely decided by mean diameter at breast height, dominant height, elevation, and human footprint. Our results suggest that reforestation and forest conservation in Northeast Asia have effectively expanded the size of the carbon sink in the region, and sustainable forest management practices such as precision forestry and close forest monitoring for fire and insect outbreaks would be important to maintain and improve this critical carbon sink for Northeast Asia.
引用
收藏
页码:7045 / 7066
页数:22
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