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利用多重分形技术量化选定土壤微量元素的空间变异性及其标度关系。

Quantifying spatial variability of selected soil trace elements and their scaling relationships using multifractal techniques.

机构信息

Institute of Applied Ecology, Chinese Academy of Sciences, Shenyang, China.

出版信息

PLoS One. 2013 Jul 9;8(7):e69326. doi: 10.1371/journal.pone.0069326. Print 2013.

Abstract

Multifractal techniques were utilized to quantify the spatial variability of selected soil trace elements and their scaling relationships in a 10.24-ha agricultural field in northeast China. 1024 soil samples were collected from the field and available Fe, Mn, Cu and Zn were measured in each sample. Descriptive results showed that Mn deficiencies were widespread throughout the field while Fe and Zn deficiencies tended to occur in patches. By estimating single multifractal spectra, we found that available Fe, Cu and Zn in the study soils exhibited high spatial variability and the existence of anomalies ([α(q)max-α(q)min]≥0.54), whereas available Mn had a relatively uniform distribution ([α(q)max-α(q)min]≈0.10). The joint multifractal spectra revealed that the strong positive relationships (r≥0.86, P<0.001) among available Fe, Cu and Zn were all valid across a wider range of scales and over the full range of data values, whereas available Mn was weakly related to available Fe and Zn (r≥0.18, P<0.01) but not related to available Cu (r = -0.03, P = 0.40). These results show that the variability and singularities of selected soil trace elements as well as their scaling relationships can be characterized by single and joint multifractal parameters. The findings presented in this study could be extended to predict selected soil trace elements at larger regional scales with the aid of geographic information systems.

摘要

多分辨技术被用于量化中国东北一个 10.24 公顷农业用地中选定土壤微量元素的空间变异性及其标度关系。从该田块中采集了 1024 个土壤样本,对每个样本中的有效铁、锰、铜和锌进行了测量。描述性结果表明,锰缺乏在整个田块中普遍存在,而铁和锌缺乏则倾向于呈斑块状出现。通过估计单一多重分形谱,我们发现研究土壤中的有效铁、铜和锌具有较高的空间变异性和异常存在([α(q)max-α(q)min]≥0.54),而有效锰则具有相对均匀的分布([α(q)max-α(q)min]≈0.10)。联合多重分形谱表明,有效铁、铜和锌之间的强正相关关系(r≥0.86,P<0.001)在更广泛的尺度范围内和整个数据值范围内都是有效的,而有效锰与有效铁和锌呈弱相关(r≥0.18,P<0.01),但与有效铜不相关(r=-0.03,P=0.40)。这些结果表明,选定土壤微量元素的变异性和奇异点及其标度关系可以通过单一和联合多重分形参数来描述。本研究中的发现可以通过地理信息系统扩展到更大区域尺度上预测选定的土壤微量元素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/655d/3706377/9683994a2ab9/pone.0069326.g001.jpg

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