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基于层次聚类的贵州省农田灌溉发展空间分布现状分析OA

Analysis of the Spatial Distribution of Farmland Irrigation Development in Guizhou Province based on Hierarchical Clustering

中文摘要英文摘要

以贵州省88个县区为研究对象,选取13个农田灌溉发展特征作为相似指标,结合主成分分析和层次聚类方法对各县区农田灌溉发展进行分类,并按类进行空间分布现状分析.结果表明,贵州省可划分为5类相似性地区,农田灌溉发展空间分布规律明显.贵州省水土资源空间分布不均,耕地灌溉率较全国平均水平(51%)低,水土资源利用程度空间分布不均衡,农业产出地区差异明显.从西部至东部地区,耕地面积中旱地比例减小,水田比例增大,耕地灌溉率上升;农作物种植结构中经济作物的比例减小、粮食作物的比例增大,粮食总产量增多.结合各类地区灌溉特点,应从合理规划农田灌溉工程、优化农作物种植结构、推进灌区现代化管理等方面制定适宜的农业现代化建设方向和发展模式.

Taking 88 counties and districts in Guizhou Province as research objects,13 characteristics of farmland irrigation development were selected as similar indicators.Principal component analysis and hierarchical clustering methods were used to classify the development of farmland irrigation in each county and district,and spatial distribution status was analyzed according to the classification.The results indicate that Guizhou Province can be divided into 5 similar regions,and the spatial distribution pattern of farmland irrigation development is obvious.The spatial distribution of water and soil resources in Guizhou Province is uneven,and the irrigation rate of cultivated land is lower than the national average(51%).The spatial distribution of water and soil resource utilization is uneven,and there are significant regional differences in agricultural output.From the west to the east,the proportion of dry land in the cultivated land area decreases,the proportion of paddy fields increases,and the irrigation rate of cultivated land increases;The proportion of economic crops in the crop planting structure decreases,while the proportion of grain crops increases,resulting in an increase in the total grain yield.Based on the characteristics of irrigation in various regions,suitable agricultural modernization construction directions and development models should be formulated from the aspects of rational planning of farmland irrigation projects,optimization of crop planting structure,and promotion of modern management in irrigation areas.

杨亚钤;郝志斌;敬娜;钟大莉;常文凯;宋培培;傅渝然

贵州省水利水电勘测设计研究院有限公司,贵州 贵阳 550000

水利科学

农田灌溉空间分布层次聚类贵州省

irrigation of farmlandspace distributionhierarchical clusteringGuizhou Province

《河南水利与南水北调》 2024 (005)

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