globalchange  > 全球变化的国际研究计划
DOI: 10.1016/j.scitotenv.2019.05.332
WOS记录号: WOS:000477951900045
论文题名:
High-resolution three-dimensional mapping of soil organic carbon in China: Effects of SoilGrids products on national modeling
作者: Liang, Zongzheng1; Chen, Songchao2,3; Yang, Yuanyuan1; Zhou, Yue1; Shi, Zhou1,4
通讯作者: Shi, Zhou
刊名: SCIENCE OF THE TOTAL ENVIRONMENT
ISSN: 0048-9697
EISSN: 1879-1026
出版年: 2019
卷: 685, 页码:480-489
语种: 英语
英文关键词: Digital soil mapping ; GlobaLSoilMap ; Soil organic carbon ; China
WOS关键词: DEPTH FUNCTIONS ; CLIMATE-CHANGE ; LAND-USE ; MAP ; GLOBALSOILMAP ; STORAGE ; MATTER ; PREDICTION ; TOPSOIL ; WALES
WOS学科分类: Environmental Sciences
WOS研究方向: Environmental Sciences & Ecology
英文摘要:

Soil organic carbon (SOC) is a key factor in soil fertility and structure and plays an important role in the global carbon cycle. However, SOC causes a large uncertainty in Earth System Models for predicting future climate change. The GlobalSoilMap (GSM) project aims to provide global digital soil maps of primary functional soil properties at six standard depth intervals (0-5, 5-15,15-30, 30-60, 60-100, and 100-200 cm) with a grid resolution of 90 x 90 m. Currently, few SOC national products that meet the GSM specifications are available. This study describes the three-dimensional spatial modeling of SOC maps according to GSM specifications. We used 5982 soil profiles collected during the Second National Soil Survey of China, along with 16 environmental covariates related to soil formation. The results were obtained by parallel computing over tiles of 100 x 100 km, and the predictions for the tiles were subsequently merged into a single SOC map for the whole of China per standard GSM depth interval. For each standard GSM depth interval, SOC contents and their uncertainties were predicted and mapped at a spatial resolution of approximately 90 m using bootstrapping. Southwestern and northeastern China had higher SOC contents than the rest of China did, whereas northwestern China had a lower SOC content. The range of the coefficient of determination for the six depth intervals ranged from 035 to 0.02, and the mean SOC content was 17.86-8.67 g kg(-1). Both these values decreased strongly with increasing soil depth. Cropland SOC content was lower than that of forest and grassland. The results of variable importance show that SoilGrids data were the best predictors for defining the soil-landscape relationship during regression modeling for SOC. These SOC maps can provide a data source for environmental modeling, a benchmark against which to evaluate and monitor SOC dynamics, and a guide for the design of future soil surveys. (C) 2019 Elsevier B.V. All rights reserved.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/147074
Appears in Collections:全球变化的国际研究计划

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作者单位: 1.Zhejiang Univ, Coll Environm & Resource Sci, Inst Agr Remote Sensing & Informat Technol Applic, Hangzhou 310058, Zhejiang, Peoples R China
2.INRA, Unite InfoSol, F-45075 Orleans, France
3.Agrocampus Ouest, INRA, UMR SAS, F-35000 Rennes, France
4.Minist Agr, Key Lab Spect Sensing, Hangzhou 310058, Zhejiang, Peoples R China

Recommended Citation:
Liang, Zongzheng,Chen, Songchao,Yang, Yuanyuan,et al. High-resolution three-dimensional mapping of soil organic carbon in China: Effects of SoilGrids products on national modeling[J]. SCIENCE OF THE TOTAL ENVIRONMENT,2019-01-01,685:480-489
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