Changes in soil organic carbon stocks from 1980-1990 and 2010-2020 in the northwest arid zone of China

被引:13
|
作者
Zhang, ZiPeng [1 ,2 ,3 ]
Ding, JianLi [1 ,2 ,3 ]
Zhu, ChuanMei [1 ,2 ,3 ]
Shi, Haobo [2 ]
Chen, XiangYue [4 ]
Han, LiJing [1 ,2 ,3 ]
Wang, JingZhe [5 ,6 ,7 ]
机构
[1] Xinjiang Univ, Coll Geog & Remote Sensing Sci, Urumqi 830046, Peoples R China
[2] Xinjiang Univ, Xinjiang Key Lab Oasis Ecol, Urumqi, Peoples R China
[3] Xinjiang Univ, Key Lab Smart City & Environm Modelling Higher Ed, Urumqi, Peoples R China
[4] Lanzhou Univ, Coll Atmospher Sci, Lanzhou, Peoples R China
[5] Shenzhen Univ, MNR Key Lab Geoenvironm Monitoring Great Bay Area, Shenzhen, Peoples R China
[6] Shenzhen Univ, Guangdong Key Lab Urban Informat, Shenzhen, Peoples R China
[7] Shenzhen Univ, Shenzhen Key Lab Spatial Smart Sensing & Serv, Shenzhen, Peoples R China
基金
中国国家自然科学基金;
关键词
carbon change; digital soil mapping; land-use conversion; random forest; subsoil; topsoil; CLIMATE-CHANGE; LAND-USE; ECOLOGICAL RESTORATION; STORAGE; TOPSOIL; MAP; SEQUESTRATION; UNCERTAINTY; GRASSLANDS; MATTER;
D O I
10.1002/ldr.4293
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Soil is the largest carbon reservoir in terrestrial ecosystems, and thus minor changes in it can dramatically affect atmospheric CO2 concentrations. In the northwestern arid zone of China, the prediction of soil organic carbon (SOC) changes is often limited by the scarcity of soil samples and the scale and depth of research, which limit the understanding of carbon cycling processes in arid zone terrestrial ecosystems. Therefore, this study produced digital soil maps of SOC stocks (SOCS) for two periods (1980-1990 and 2010-2020) at a 90-m resolution based on historical soil profile data and a random forest model. The results showed that the prediction accuracy for SOCS in the topsoil (0-30 cm) was superior to that of the subsoil (30-100 cm). Among them, the mean annual evapotranspiration, normalized difference vegetation index during the growing season, multi-year mean temperature, and clay content were the main environmental factors affecting the spatial distribution of SOCS. In the past 30 years, the SOCS of the northwestern arid zone has decreased by 585.50 Tg, with a mean decline of 19.52 Tg C yr(-1). The changes in SOCS caused by land-use conversion and reductions in SOCS were further shown to be attributable to grassland desertification and agricultural reclamation. These findings are valuable for exploring the carbon cycle in terrestrial ecosystems in the context of global climate change and for achieving China's goal of carbon neutrality.
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页码:2713 / 2727
页数:15
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