上海某项目区土壤养分采样密度优化研究OA
Study on Optimizing Soil Nutrient Sampling Density in a Project Area in Shanghai City
为平衡国土综合整治中土壤调查的精度与成本,优化国土综合整治项目基底调查的土壤养分指标采样密度,以上海某项目区的 3 个自然村(773.8 hm2)为研究区,布设 263 个采样点,测定有机质等 5 项指标.基于地统计学与 GIS 空间分析技术,分析不同采样密度(10~40 个/km2)下土壤属性的空间变异特征,通过交叉验证优化采样方案.各指标变异系数为 33.66%~76.58%,有机质、全氮以结构性变异为主(块金效应<10%),有效磷等受人为影响显著(块金效应 10.06%~23.34%).结果表明:20 个/km2 采样密度下,主要养分指标的空间分布格局得以有效保持,其样点间距与各指标变程高度匹配,且较 40 个/km2 减少 50%采样量.因此,针对成土母质均一、地形平坦的区域,20 个/km2 可作为一个兼顾精度与效率的推荐密度.研究成果为长江三角洲乡镇尺度国土综合整治基底调查中土壤养分指标的采样方案优化提供了实践参考.
In order to balance the accuracy and cost of soil surveys in territorial comprehensive remediation and optimizing the sampling density of soil nutrient indicators for base surveys,taking three natural villa-ges(773.8 hm2)in a certain project area in Shanghai as the study area,263 sampling points have been layed,and 5 indicators(including organic matter)have been measured.Based on geostatistics and GIS spatial analysis,spatial variation characteristics of soil attributes under different sampling densities(10~40 points/km2)have been analyzed,and the sampling plan has been optimized through cross validation.The variation coefficients for each indicator range from 33.66%to 76.58%,with organic matter and total nitrogen primarily exhibiting structural variation(nugget effect<10%),while effective phosphorus and other indicators are significantly influenced by anthropogenic factors(nugget effect is 10.06%~23.34%).It is indicated that at a sampling density of 20 points/km2,the spatial distribution patterns of key nutrient indicators are effectively maintained,with the spacing between sampling points closely matching the range heights of each indicator.This approach can reduce the sampling volume by 50%compared to 40 points/km2.Therefore,for areas with homogeneous parent material and flat terrain,a density of 20 points/km2 can serve as a recommended option that balances accuracy and efficiency.This study will pro-vide practical references for optimizing soil nutrient indicator sampling plans in territorial comprehensive remediation base surveys at the township scale in the Yangtze River Delta region.
许锋;董楠;袁平凡
上海市地矿工程勘察(集团)有限公司,上海 200436||自然资源部大都市区国土空间生态修复工程技术创新中心,上海 200072上海市地矿工程勘察(集团)有限公司,上海 200436||自然资源部大都市区国土空间生态修复工程技术创新中心,上海 200072上海市地矿工程勘察(集团)有限公司,上海 200436||自然资源部大都市区国土空间生态修复工程技术创新中心,上海 200072
农业科技
国土综合整治采样密度空间变异地统计学上海市
Land comprehensive regulationsampling densityspatial variationgeostatisticsShanghai city
《山东国土资源》 2026 (4)
34-42,9
上海市地矿工程勘察(集团)有限公司2023年度科研项目,国土综合整治项目基底调查土壤采样密度研究(Dkjt202307)上海市地质学会2023年开放课题,基于国土综合整治生态监测信息系统研究与设计(Dzxh202304)
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