农业科学与技术:英文版
農業科學與技術:英文版
농업과학여기술:영문판
Agricultural Science & Technology
2012年
3期
561-564
,共4页
土壤%重金属%高斯序贯模拟%克里格插值
土壤%重金屬%高斯序貫模擬%剋裏格插值
토양%중금속%고사서관모의%극리격삽치
Soil%Heavy metal%Sequential Gaussian simulation%Kriging interpolation
[目的]探讨克里格插值和高斯序贯模拟2种方法在土壤重金属污染分析中的差异,以期为土壤重金属污染分析方法的选择提供参考依据。[方法]以山东聊城某县重金属铜采样数据为研究对象,利用克里格插值和高斯序贯模拟2种方法进行土壤重金属铜的空间分布建模模拟。并选择30个采样点作为交叉验证数据集,对2种插值方法进行对比分析。[结果]克里格方法和高斯序贯模拟在均值段和极值段的模拟各有优势,研究者应根据试验数据的特点及应用目的对二者进行选择使用。[结论]土壤重金属污染分析是土壤治理、生态修复的前提,该研究结果对于根据不同目的需求来选择不同的插值、模拟方法具有重要意义。
[目的]探討剋裏格插值和高斯序貫模擬2種方法在土壤重金屬汙染分析中的差異,以期為土壤重金屬汙染分析方法的選擇提供參攷依據。[方法]以山東聊城某縣重金屬銅採樣數據為研究對象,利用剋裏格插值和高斯序貫模擬2種方法進行土壤重金屬銅的空間分佈建模模擬。併選擇30箇採樣點作為交扠驗證數據集,對2種插值方法進行對比分析。[結果]剋裏格方法和高斯序貫模擬在均值段和極值段的模擬各有優勢,研究者應根據試驗數據的特點及應用目的對二者進行選擇使用。[結論]土壤重金屬汙染分析是土壤治理、生態脩複的前提,該研究結果對于根據不同目的需求來選擇不同的插值、模擬方法具有重要意義。
[목적]탐토극리격삽치화고사서관모의2충방법재토양중금속오염분석중적차이,이기위토양중금속오염분석방법적선택제공삼고의거。[방법]이산동료성모현중금속동채양수거위연구대상,이용극리격삽치화고사서관모의2충방법진행토양중금속동적공간분포건모모의。병선택30개채양점작위교차험증수거집,대2충삽치방법진행대비분석。[결과]극리격방법화고사서관모의재균치단화겁치단적모의각유우세,연구자응근거시험수거적특점급응용목적대이자진행선택사용。[결론]토양중금속오염분석시토양치리、생태수복적전제,해연구결과대우근거불동목적수구래선택불동적삽치、모의방법구유중요의의。
[Objective] This study was to explore the difference of kriging interpolation and sequential Gaussian simulation on analyzing soil heavy metal pollution with a view to provide references for analyzing the heavy metal pollution of soil. [Method] The sampling data of soil copper from a county of Liaocheng, Shandong Province was set as the study objective. Kriging interpolation and sequential Gaussian simu- lation were used to simulate the spatial distribution of soil copper. And 30 sampling points were selected as the cross-validation data set to compare the two interpola- tion methods. [Result] Kriging method and Gaussian sequential simulation have their own advantages on simulating mean segment and extreme segment, therefore, re- searchers should choose the proper method based on the characteristics of test data and application purposes. [Conclusion] Analysis of soil heavy metal pollution is the prerequisite for soil management and ecological restoration. The result of this study is of important significance for choosing different interpolating and simulating methods to analyze soil heavy metal pollution based on different purposes.