基于主成分分析的土壤盐渍化特征研究 ———以甘肃景泰川电力提灌灌区为例

徐存东,张 锐,王荣荣,高懿伟,程 昱,田俊姣,刘 辉

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中国农村水利水电 ›› 2019 ›› (5) : 9-14.
农田水利

基于主成分分析的土壤盐渍化特征研究 ———以甘肃景泰川电力提灌灌区为例

  • 徐存东1,2,张 锐1,王荣荣1,高懿伟1,程 昱1,田俊姣1,刘 辉3
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Soil Salinization Based on Principal Component Analysis———A Case Study of Jingdian-Pumping Irrigation District in Gansu Province

  • XU Cun-dong1,2,ZHANG Rui1,WANG Rong-rong1,GAO Yi-wei 1,CHENG Yu1,TIAN Jun-jiao1,LIU Hui3
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摘要

土壤盐渍化是世界性的资源和生态问题,严重制约了农业生产的可持续发展。为探明主导土壤盐渍化的特征因子,以景泰川电力提灌灌区为研究区,结合土壤性状调研、室内试验,利用相关性分析和主成分分析等方法对区域土壤盐渍化特征进行研究。结果表明:研究区土壤盐渍化类型主要以硫酸盐为主,灌区内同时存在着盐分表聚和底聚现象,且各层含盐量均具有很强的变异性;各层土壤中阳离子以Na+为主,阴离子以SO42-为主;土壤全盐量与Na+、CI?、SO42-均呈现出极显著正相关,相关性最强的是Na+;SO42-、Na+,全盐量(TS)是表征景电灌区土壤盐渍化的主要特征因子。相关研究可为我国西北等干旱区的土地资源可持续利用提供理论依据。

Abstract

Soil salinization is a worldwide resource and ecological problem, seriously restricting the sustainable development of agricultural production. To identify the dominant factor of soil salinization, Taking Jingdian-Pumping Irrigation District as the research area, The soil salinization characteristics of the soil were studied by means of correlation analysis and principal component analysis in combination with soil character investigation and laboratory test. The results showed that the main types of soil salinization were sulfate, salt table clustering and depolymerization are present in the irrigation area, and the salt content of each layer is very strong variability; The cationic ions in the soil were mainly Na+, and anions were SO42- dominated; The total salinity of soil was positively correlated with Na+, CI- and SO42-, The most relevant is Na+; Na+, CI-, total salt , SO42- are the main characteristics of soil salinization in the area of the site. This study can provide theoretical basis for the sustainable utilization of land resources in arid regions of northwest China.

关键词

景电灌区 / 盐渍化 / 主成分分析 / 特征因子

Key words

Jingdian-Pumping Irrigation District / salinization / principal component analysis / characteristic factor

基金

国家自然科学基金资助项目( 51579102; 31360204) ; 河南省科技厅科技创新人才支持计划( 174200510020)

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徐存东,张 锐,王荣荣,高懿伟,程 昱,田俊姣,刘 辉. 基于主成分分析的土壤盐渍化特征研究 ———以甘肃景泰川电力提灌灌区为例[J].中国农村水利水电, 2019(5): 9-14
XU Cun-dong,ZHANG Rui,WANG Rong-rong,GAO Yi-wei ,CHENG Yu,TIAN Jun-jiao,LIU Hui. Soil Salinization Based on Principal Component Analysis———A Case Study of Jingdian-Pumping Irrigation District in Gansu Province[J].China Rural Water and Hydropower, 2019(5): 9-14

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