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基于生态健康的绿色植被指数数据采集及边缘计算

贾贤杰 刘超 季晓康 薛付忠

贾贤杰, 刘超, 季晓康, 薛付忠. 基于生态健康的绿色植被指数数据采集及边缘计算[J]. 中华疾病控制杂志, 2022, 26(10): 1167-1173. doi: 10.16462/j.cnki.zhjbkz.2022.10.010
引用本文: 贾贤杰, 刘超, 季晓康, 薛付忠. 基于生态健康的绿色植被指数数据采集及边缘计算[J]. 中华疾病控制杂志, 2022, 26(10): 1167-1173. doi: 10.16462/j.cnki.zhjbkz.2022.10.010
JIA Xian-jie, LIU Chao, JI Xiao-kang, XUE Fu-zhong. Data collection and edge calculation of green vegetation index based on ecological health[J]. CHINESE JOURNAL OF DISEASE CONTROL & PREVENTION, 2022, 26(10): 1167-1173. doi: 10.16462/j.cnki.zhjbkz.2022.10.010
Citation: JIA Xian-jie, LIU Chao, JI Xiao-kang, XUE Fu-zhong. Data collection and edge calculation of green vegetation index based on ecological health[J]. CHINESE JOURNAL OF DISEASE CONTROL & PREVENTION, 2022, 26(10): 1167-1173. doi: 10.16462/j.cnki.zhjbkz.2022.10.010

基于生态健康的绿色植被指数数据采集及边缘计算

doi: 10.16462/j.cnki.zhjbkz.2022.10.010
基金项目: 

国家重点研发计划 2020YFC2003500

详细信息
    通讯作者:

    薛付忠, E-mail: xuefzh@sdu.edu.cn

    季晓康, E-mail: jxk@sdu.edu.cn

  • 中图分类号: X87

Data collection and edge calculation of green vegetation index based on ecological health

Funds: 

National Key Research and Development Program of China 2020YFC2003500

More Information
  • 摘要:   目的  在健康医疗大数据时代,更快、更精准地获取环境绿地暴露水平数据,助力对绿色植被暴露与健康的研究。  方法  利用Python设计一套能够进行自动化采集绿色植被指数的技术流程和程序。同时以国家健康医疗大数据平台为依托,对边缘计算在绿色植被指数采集应用进行探究和展望。  结果  该程序的运行极大缩短了对植被指数的处理时间,并且与传统专业软件获取的结果比较,具有较高的一致性,r>0.99。  结论  基于边缘计算的绿色植被指数的自动化采集可为国内绿色植被暴露与健康的研究提供技术支持。
  • 图  1  植被指数自动化采集

    Figure  1.  Automatic acquisition of vegetation index

    图  2  Python与ENVI对比NDVI散点图

    注:ID表示牡丹区里随机位置;E、P代表:ENVI和Python。

    Figure  2.  Comparison of NDVI scatter plot between Python and ENVI

    图  3  边缘计算下植被指数采集框架

    Figure  3.  Framework of vegetation index acquisition based on edge calculation

  • [1] 王兰, 蒋希冀, 汪子涵, 等. 绿色空间对呼吸健康的影响研究综述及综合分析框架[J]. 风景园林, 2021, 28(5): 6. DOI: 10.14085/j.fjyl.2021.05.0010.06.

    Wang L, Jiang XY, Wang ZH. et al. A review and comprehensive analysis framework on the effects of green space on respiratory health[J]. Landscape Architecture, 2021, 28(5): 6. DOI: 10.14085/j.fjyl.2021.05.0010.06.
    [2] Bosch MVD. 2016 Urban green spaces and health: a review of evidence[R]. Copenhagen: WHO Regional Office for Europe, 2016.
    [3] 张丽娜, 陈仁杰, 孟夏, 等. 绿地空间暴露与人群健康效应的研究进展[J]. 环境与职业医学, 2021, 38(2): 8. DOI: 10.13213/j.cnki.jeom.2021.20386.

    Zhang LN, Chen RJ, Meng X, et al. Research progress on the effects of greenspace exposure on population health[J]. J Occupa Environ Med, 2021, 38(2): 8. DOI: 10.13213/j.cnki.jeom.2021.20386.
    [4] Liu XX, Ma XL, Huang WZ, et al. Green space and cardiovascular disease: A systematic review with meta-analysis[J]. Environ Pollut, 2022, 301: 118990. DOI: 10.1016/j.envpol.2022.118990.
    [5] Yang BY, Zhao T, Hu LX, et al. Greenspace and human health: An umbrellareview[J]. Innovation (Camb), 2021, 2(4): 100164. DOI: 10.1016/j.xinn.2021.100164.
    [6] Gascon M, Sánchez-Benavides G, Dadvand P, et al. Long-term exposure to residentialgreen and blue spaces and anxiety and depression in adults: a cross-sectional study[J]. Environ Res, 2018, 162: 231-239. DOI: 10.1016/j.envres.2018.01.012.
    [7] Xue J, Su B. Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications[J]. Journal of Sensors, 2017: 1-17. DOI: 10.1155/2017/1353691.
    [8] Dzhambov AM, Lercher P, Markevych I, et al. Natural and built environmentsand blood pressure of Alpine schoolchildren[J]. Environ Res, 2022, 204: 111925. DOI: 10.1016/j.envres.2021.111925.
    [9] Triguero-Mas M, Donaire-Gonzalez D, Seto E, et al. Natural outdoor environments and mental health: Stress as a possible mechanism[J]. Environ Res, 2017, 159: 629-638. DOI: 10.1016/j.envres.2017.08.048.
    [10] Ponjoan A, Blanch J, Alves-Cabratosa L, et al. Impact of residential greenness on myocardial infarction in the population with diabetes: A sex-dependent association?[J]. Environ Res, 2022, 205: 112449. DOI: 10.1016/j.envres.2021.112449.
    [11] Xu R, Li S, Li S, et al. Residential surrounding greenness and DNA methylation: an epigenome-wide association study[J]. Environ Int, 2021, 154: 106556. DOI: 10.1016/j.envint.2021.106556.
    [12] Zhang X, Wei F, Yu Z, et al. Association of residential greenness and incident depression: Investigating the mediation and interaction effects of particulate matter[J]. Sci Total Environ, 2022, 811: 152372. DOI: 10.1016/j.scitotenv.2021.152372.
    [13] Mueller W, Wilkinson P, Milner J, et al. Neighbourhood and path-based greenspace in three European countries: associations with objective physical activity[J]. BMC Public Health, 2021, 21(1): 282. DOI: 10.1186/s12889-021-10259-0.
    [14] Squillacioti G, Carsin AE, Bellisario V, et al. Multisite greenness exposure and oxidative stress in children. The potential mediating role of physical activity[J]. Environ Res, 2022, 209: 112857. DOI: 10.1016/j.envres.2022.112857.
    [15] Chien JW, Wu C, Chan CC. Open space and adult's chronic kidney disease, overweight and diabetes in the metropolitan area of New Taipei City[J]. J Formos Med Assoc, 2021, 121(9): 1657-1667. DOI: 10.1016/j.jfma.2021.11.004.
    [16] Wang Q, Goldberg MS, Labreche F, et al. The association between the incidence of post-menopausal breast cancer and residential greenness[J]. Cancer Epidemiol, 2022, 76: 102094. DOI: 10.1016/j.canep.2021.102094.
    [17] 冷天熙, 胡文萍. 基于遥感云服务平台的植被指数计算[J]. 林业调查规划, 2021, 46(3): 8-10. DOI: 10.3969/j.issn.1671-3168.2021.03.002.

    Leng TX, Hu WP. Vegetation index calculation based on remote sensing cloud service platform[J]. Forestry Inventory and Planning, 2021, 46(3): 8-10. DOI: 10.3969/j.issn.1671-3168.2021.03.002.
    [18] 吕秀琴, 张毅. GDAL在遥感图像处理实习教学中的应用实践[J]. 实验室科学, 2020, 23(5): 86-90. DOI: 10.3969/j.issn.1672-4305.2020.05.023.

    Lv XQ, Zhang Y. Application of GDAL in remote sensing image processing practice teaching[J]. Laboratory Science, 2020, 23(5): 86-90. DOI: 10.3969/j.issn.1672-4305.2020.05.023.
    [19] 高磊, 吴勤书. 基于GDAL的遥感影像优化线性拉伸增强实现[J]. 北京测绘, 2020, 34(11): 1508-1510. DOI: 10.19580/j.cnki.1007-3000.2020.11.006.

    Gao L, Wu QS. Optimization of remote sensing image based on GDAL linear stretch enhancement[J]. Beijing Surveying and Mapping, 2020, 34(11): 1508-1510. DOI: 10.19580/j.cnki.1007-3000.2020.11.006.
    [20] 彭燕, 何国金, 张兆明, 等. 中国区域Landsat地表反射率产品[J]. 中国科学数据(中英文网络版), 2020, 5(4): 53-62. DOI: 10.11922/csdata.2020.0032.zh.

    Peng Y, He GJ, Zhang ZM, et al. Landsat surface reflectance products in China[J]. Chinese Science Data: Online Edition in English and Chinese, 2020, 5(4): 53-62. DOI: 10.11922/csdata.2020.0032.zh.
    [21] 梁超. 不同方法对遥感数字图像镶嵌的影响[J]. 电子世界, 2021(6): 15-16. DOI: 10.19353/j.cnki.dzsj.2021.06.006.

    Liang C. The influence of different methods on remote sensing digital image Mosaic[J]. The Electronic World, 2021(6): 15-16. DOI: 10.19353/j.cnki.dzsj.2021.06.006.
    [22] 王强, 束炯, 张晓沪, 等. 一种遥感图像的坐标转换方法[J]. 测绘科学, 2006, 31(4): 137-139, 154, 159. DOI: 10.3771/j.issn.1009-2307.2006.04.049.

    Wang Q, Shu J, Zhang XH, et al. A coordinate conversion method for remote sensing images[J]. Mapping Science, 2006, 31(4): 137-139, 154, 159. DOI: 10.3771/j.issn.1009-2307.2006.04.049.
    [23] Mach P, Becvar Z. Mobile edge computing: a survey on architecture and computation offloading[J]. IEEE Communications Surveys & Tutorials, 2017, PP(3): 1-1. DOI: 10.1109/COMST.2017.2682318.
    [24] 乔炎, 甄彤, 李智慧, 等. 基于边缘计算的粮食信息化探究[J/OL]. (2022-03-25)[2022-04-04]. 中国粮油学报, 1-17. http://kns.cnki.net/kcms/detail/11.2864.TS.20220324.0954.008.html.

    Qiao Y, Zhen T, Li ZH, et al. Research on grain informatization based on edge computing[J/OL]. (2022-03-25)[2022-04-04]. J China Cereal Oil Ass: 1-17. http://kns.cnki.net/kcms/detail/11.2864.TS.20220324.0954.008.html.
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出版历程
  • 收稿日期:  2021-05-06
  • 修回日期:  2021-08-20
  • 刊出日期:  2022-10-10

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