不同比例尺农田土壤碳库模拟的最佳栅格单元分辨率
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国家重点基础研究发展计划“973”项目(2010CB950702)、中国科学院战略性先导科技专项(XDA05050507)、国家自然科学基金项目(40921061)资助


Optimal resolution of grid units of simulated paddy soil organic carbon pools of various scales
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    摘要:

    基于太湖地区1:50 000、1:1 000 000、1:14 000 000 三种比例尺土壤矢量图斑单元以及通过上述矢量图斑单元转换生成的不同分辨率的栅格单元,在1982年水稻土土壤有机碳库的基础上,利用DNDC (Denitrification-Decomposition) 模型模拟了2000年水稻土表层 (0~20 cm) 土壤有机碳库,对比分析了不同分辨率栅格单元与3种比例尺矢量图斑单元的水稻土类型数量、面积、表层土壤有机碳储量以及有机碳密度的变化特征,并以矢量图斑单元获得的这4个指标结果为基准,用相对变异百分数 (VIV) 来判别基于三种比例尺DNDC模型模拟的最佳栅格单元分辨率。结果表明,在4个指标的│VIV│< 1%前提下,基于1:50 000、1:1 000 000、1:14 000 000 三种比例尺的最佳栅格模拟单元分辨率分别为0.2 km × 0.2 km、2 km × 2 km、17 km × 17 km,既能保证模型模拟过程中的精度要求,又可以避免数据冗余,提高模拟效率。建立的土壤碳库模拟研究的比例尺与其最佳栅格单元分辨率对应转换关系,对区域土壤碳模拟研究具有重要参考价值。

    Abstract:

    Based on the vector patch units of the 1:50 000, 1:1 000 000 and 1:14 000 000 soil maps of the Tai Lake region and the grid units, different in resolution, derived from the above mentioned vector patch units, and the 1982 paddy soil organic carbon pool of the region as well, soil organic carbon pool in the surface layer (0~20 cm) of paddy fields in the region of the year of 2000 was simulated using the DNDC model. And comparison analysis was done of variations of number of soil types, area of each soil type, soil organic carbon storage in the surface layer and soil organic carbon density relative to grid units different in solution and vector patch units different in scale. The 4 indices derived from the vector patch units were set as benchmarks and the relative variability (VIV, %) used to discriminate optimal resolutions of grid units simulated based on the DNDC models of different scales. Results show that the optimal resolution of the simulated grid units converted from the vector patch units of the 3 different scales is 0.2 km × 0.2 km, 2 km × 2 km and 17 km × 17 km, separately, on the premises that all the four indices are less than 1% in VIV. The optimal resolution of grid units can not only meet the requirement for precision in simulation, but also avoid data redundancy and waste of resources. Relationships established between the scales of the soil organic carbon simulation researches and the optimal resolutions of grid units are of great reference value to the researches on modeling of soil organic carbon pool on a regional scale.

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倪元龙,于东升,张黎明,史学正.不同比例尺农田土壤碳库模拟的最佳栅格单元分辨率[J].土壤学报,2014,51(1):32-40. DOI:10.11766/trxb201303190128 Ni Yuanlong, Yu Dongsheng, Zhang Liming, Shi Xuezheng. Optimal resolution of grid units of simulated paddy soil organic carbon pools of various scales[J]. Acta Pedologica Sinica,2014,51(1):32-40.

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  • 收稿日期:2013-03-19
  • 最后修改日期:2013-06-25
  • 录用日期:2013-09-25
  • 在线发布日期: 2013-10-28
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