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基于改进遥感生态指数的玉溪市东部生态质量评价

孙咏琦, 刘士鑫, 李约翰, 李建华

孙咏琦,刘士鑫,李约翰,李建华. 基于改进遥感生态指数的玉溪市东部生态质量评价. 草业科学, 2023, 40(2): 551-560 . DOI: 10.11829/j.issn.1001-0629.2022-0376
引用本文: 孙咏琦,刘士鑫,李约翰,李建华. 基于改进遥感生态指数的玉溪市东部生态质量评价. 草业科学, 2023, 40(2): 551-560 . DOI: 10.11829/j.issn.1001-0629.2022-0376
SUN Y Q, LIU S X, LI Y H, LI J H. Evaluation of ecological quality of eastern Yuxi City based on the improved remote sensing ecological index. Pratacultural Science, 2023, 40(2): 551-560 . DOI: 10.11829/j.issn.1001-0629.2022-0376
Citation: SUN Y Q, LIU S X, LI Y H, LI J H. Evaluation of ecological quality of eastern Yuxi City based on the improved remote sensing ecological index. Pratacultural Science, 2023, 40(2): 551-560 . DOI: 10.11829/j.issn.1001-0629.2022-0376

基于改进遥感生态指数的玉溪市东部生态质量评价

基金项目: 云南省教育厅科学研究基金项目(2022Y288)
摘要: 随着玉溪市东部城市化及旅游业不断发展,频繁的人类活动对生态环境产生了不可忽视的影响,对生态质量进行客观的监测和评价具有重要意义。本研究以玉溪市东部为研究区域,结合研究区实际情况在遥感生态指数模型中加入水土保持因子构建改进遥感生态指数(IRSEI)模型,采用标准差椭圆、趋势分析、Hurst持续性分析等方法,探究研究区内2003-2019年生态质量的时空变化情况并提出相应建议。结果表明:1)在研究时段内研究区生态质量呈先恶化后改善的趋势,整体生态水平处于良好偏下的水平,IRSEI均值处于0.5左右。2)生态质量在空间上呈“东北-西南”走向,持续性恶化的区域面积约102 665.07 hm2,主要分布在阳宗海南部的耕地区域。3)高程和人类活动等因素对生态质量起到不同程度的影响。综上,本研究对促进该地社会经济的可持续发展及为后续空间规划等提供重要参考。

 

English

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  • 图  1   玉溪市东部2003-2019年生态质量分布图

    Figure  1.   Ecological quality distribution map of the eastern part of Yuxi City in 2003 to 2019

    图  2   2003-2019年玉溪市东部各等级标准差椭圆分布图(a)和多年变化趋势分布图(b)

    Figure  2.   Elliptical distribution of standard deviation of each grade for the eastern part of Yuxi City, 2003 to 2019 (a) and multi-year trend distribution (b)

    图  3   Hurst指数结果图(a)和变化持续性分布图(b)

    Figure  3.   Hurst index results (a) and persistence of change distribution (b)

    图  4   IRSEI与人口密度相关性结果

    Figure  4.   Correlation between IRSEI and population density

    表  1   玉溪市东部IRSEI各指标第1主成分结果

    Table  1   Results of the primary component of each IRSEI index in the eastern part of Yuxi City

    指标
    Index
    年份 Year
    20032007201120152019
    绿度指标 Greenness index 0.19 0.24 0.21 0.13 0.03
    湿度指标 Wet Index 0.06 0.23 0.31 0.02 0.14
    热度指标 Heat index −0.23 −0.13 −0.21 −0.10 −0.33
    干度指标 Dryness index −0.12 −0.25 −0.01 −0.31 −0.25
    土壤侵蚀指标 Soil erosion index −0.05 −0.15 −0.12 −0.19 0.00
    特征值 Eigenvalue 0.11 0.21 0.20 0.16 0.19
    特征值贡献率 Eigenvalue contribution rate/% 51.85 72.38 71.00 67.76 67.93
    累计贡献率 Cumulative contribution rate/% 51.85 72.38 71.00 67.76 67.93
    下载: 导出CSV

    表  2   2003-2019年玉溪市东部各年生态质量等级区域面积

    Table  2   Ecological quality class area of the eastern part of Yuxi City by year, 2003 to 2019 hm2

    生态质量等级
    Ecological quality grade
    年份 Year
    20032007201120152019
    差 Bad 2 079.99 25 427.70 16 947.00 17 348.94 9 936.63
    较差 Poor 40 681.17 59 122.35 51 846.57 57 525.03 48 924.54
    中等 Fair 124 094.25 102 673.44 97 203.78 107 680.68 99 408.60
    良好 Good 117 518.76 88 359.03 107 006.76 103 721.58 103 711.32
    优 Excellent 40 629.06 49 420.71 51 999.12 38 727.00 63 022.14
    下载: 导出CSV

    表  3   2003-2019年玉溪市东部生态质量等级区域面积转移矩阵

    Table  3   Area transfer matrix of the eastern ecological quality class area of Yuxi City, 2003 to 2019 hm2

    年份
    Year
    生态质量等级
    Ecological quality grade
    2019年 2019 year
    差 Bad较差 Poor中等 Fair良好 Good优 Excellent总计 Total
    2003 差 Bad 741.51 830.07 409.59 88.11 10.71 2 079.99
    较差 Poor 4 828.77 16 600.14 14 663.16 4 049.37 539.73 40 681.17
    中等 Fair 3 125.97 23 659.83 53 454.33 37 510.47 6 343.65 124 094.25
    良好 Good 1 011.96 6 356.88 24 826.68 50 514.39 34 808.85 117 518.76
    优 Excellent 228.42 1 477.62 6 054.84 11 548.98 21 319.2 40 629.06
    总计 Total 9 936.63 48 924.54 99 408.6 103 711.32 63 022.14 325 003.23
    下载: 导出CSV

    表  4   标准差椭圆系数表

    Table  4   Standard deviation elliptic coefficients

    年份
    Year
    X坐标
    X-coordinate
    Y坐标
    Y-coordinate
    X轴
    X-axis/km
    Y轴
    Y-axis/km
    面积
    Area/hm2
    旋转角
    Rotation angle/°
    2003 102.87 24.34 18.88 35.06 207 921.84 18.54
    2007 102.88 24.34 18.81 35.61 210 422.54 19.12
    2011 102.87 24.34 18.81 35.51 209 899.67 19.30
    2015 102.87 24.34 19.06 35.20 210 692.47 19.86
    2019 102.88 24.34 19.01 35.26 210 587.77 19.48
    下载: 导出CSV

    表  5   不同高程区间IRSEI均值变化

    Table  5   Mean values of IRSEI variation in different elevation intervals

    高程
    Elevation/m
    年份 Year
    20032007201120152019
    < 1 450 0.45 0.41 0.42 0.44 0.50
    1 450~1 800 0.57 0.47 0.53 0.51 0.53
    1 800~2 150 0.55 0.51 0.54 0.52 0.56
    2 150~2 500 0.54 0.59 0.55 0.53 0.59
    > 2 500 0.51 0.59 0.51 0.48 0.56
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  • 通讯作者: 李建华
  • 收稿日期:  2022-05-04
  • 接受日期:  2022-06-06
  • 网络出版日期:  2022-11-18
  • 发布日期:  2023-02-14

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