Comparative Study on Impacts of Anthropogenic and Environment Factors on Soil Organic Matter:A Case study of Typical Black Soil Region and Paddy Soil Region
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Supported by the National Natural Science Foundation of China ( Nos. 41571209 and 41301242)andthe Strategic Priority Research Program of the Chinese Academy of Sciences—Climate Change: Carbon Budget and Relevant Issues (XDA05050509)

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    Abstract:

    【Objective】Soil organic matter (SOM) retains and recycles nutrients, improves soil structure and sustains soil microbes. Its content is not only an indicator of soil fertility, but also a direct reflection of soil organic carbon stocks. KeepingSOM content at a relatively high level can mitigate soil degradation, ensure food security and alleviate greenhouse gas emissions. Therefore it is important to dig out what are the factors that can exert influence on SOM content and what are the leading ones. Previous studies in this field used to focus on one or a few factors. Climate, terrain, and land-use data were frequently used in those researches. However, these factors were not adequate enough to reflect impacts of agricultural production on SOM. 【Method】To comprehensively analyze influences of environmental and anthropogenic factors on SOM content in cropland in typical black soil region and paddy soil region, two grain-producing areas, 281 and 193 soil samples were collected, respectively, in the two regions in the autumn of 2011. Field management data, such as cropping system, yield of grains, fertilizer amount and history of residue incorporation of the sampling plots were collected through consulting related farmers. Two-sample Kolmogorov-Smirnov tests were employed to compare the soil samples from the two regions in SOM content and in impact of the affecting factors on SOM. Kendall τ correlation analysis was conducted to screen out factors that were significantly relatedto SOM content for comparative analysis with random forest models established based on environment factors alone, anthropogenic factors aloneor both, and the influence strength of each factor on SOM content was evaluated. 【Result】Results show that all the factors expect for elevation and fertilizer amount, vary sharply in impact on SOM content between the two regions and so does SOM content. Among the environmental factors, mean annual precipitation (MAP) is the one SOM is closely related to in both regions, and mean annual temperature (MAT) and clay content in the Black Soil Region and parent rock and terrain in the Paddy Soil Region are the ones SOM is closely related to, while among the anthropogenic factors, fertilization, tillage and residue incorporation are in both regions and irrigation is not. Random forests models using both environment factors and field management in these two regions perform well in fitting, explaining over 80% of the variances of SOM content in croplands of the two regions. Environment and anthropogenic factors vary between the two regions in explanation of the variation of SOM content. Environment factors explain 84%in the Black Soil Region and52% in the Paddy Soil Region of the variation of SOM, and field management practices do 62% and 72%, respectively. After ruling out the variance which could be explained by both environment factors and field management, environmental factors explain 4.7 times as much as anthropogenic factors the variation of SOM in the Black Soil Region, and 2/7 times as much in the Paddy Soil Region. Therefore SOM content is mainly affected by environmental factors in the Black Soil Region and by anthropogenic factors in the Paddy Soil Region. Relative importance analysis shows that key impact factors are MAT, MAP and clay content in the Black Soil Region and MAP, elevation and fertilizer in the Paddy Soil Region. 【Conclusion】The findings of this study also demonstrate that although SOM content in topsoil could change rapidly as affected by human activities, it is still feasible to predict SOM content quite accurately by using Random forest models with the key lying in the integration of environment factors and field management. Therefore it is of important significance to collect field management data year by year. These data can be used not only to improve performance of the model, but also to analyze trend of spatio-temporal variation of SOM content. The key factors identified in this study affecting SOM may be used to guide field management in study area and soil sampling design for future studies.

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GUO Naijia, SHI Xuezheng, ZHAO Yongcun, XU Shengxiang, WANG Meiyan, KONG Chao. Comparative Study on Impacts of Anthropogenic and Environment Factors on Soil Organic Matter:A Case study of Typical Black Soil Region and Paddy Soil Region[J]. Acta Pedologica Sinica,2016,53(5):1097-1106.

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History
  • Received:December 17,2015
  • Revised:May 04,2016
  • Adopted:June 12,2016
  • Online: June 28,2016
  • Published: