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俞建, 俞洁, 应倩, 于海燕, 张自力. 浙江省基于卫星遥感数据的气溶胶光学厚度与肺癌的相关性[J]. 肿瘤防治研究, 2020, 47(10): 776-781. DOI: 10.3971/j.issn.1000-8578.2020.20.0419
引用本文: 俞建, 俞洁, 应倩, 于海燕, 张自力. 浙江省基于卫星遥感数据的气溶胶光学厚度与肺癌的相关性[J]. 肿瘤防治研究, 2020, 47(10): 776-781. DOI: 10.3971/j.issn.1000-8578.2020.20.0419
YU Jian, YU Jie, YING Qian, YU Haiyan, ZHANG Zili. Association of Aerosol Optical Depth Based on Satellite Remote Sensing Data and Lung Cancer in Zhejiang Province[J]. Cancer Research on Prevention and Treatment, 2020, 47(10): 776-781. DOI: 10.3971/j.issn.1000-8578.2020.20.0419
Citation: YU Jian, YU Jie, YING Qian, YU Haiyan, ZHANG Zili. Association of Aerosol Optical Depth Based on Satellite Remote Sensing Data and Lung Cancer in Zhejiang Province[J]. Cancer Research on Prevention and Treatment, 2020, 47(10): 776-781. DOI: 10.3971/j.issn.1000-8578.2020.20.0419

浙江省基于卫星遥感数据的气溶胶光学厚度与肺癌的相关性

Association of Aerosol Optical Depth Based on Satellite Remote Sensing Data and Lung Cancer in Zhejiang Province

  • 摘要:
    目的 探讨基于卫星遥感数据的气溶胶光学厚度与肺癌发病率间的相关性。
    方法 浙江气溶胶光学厚度数据来源于美国极地轨道卫星Terra和Aqua搭载的中分辨率成像光谱仪(MODIS),数据空间分辨率为10 km。浙江省肿瘤登记地区2015年肺癌发病率数据来源于《2018中国肿瘤登记年报》。
    结果 2010—2014年浙江省气溶胶光学厚度均值分别为0.389±0.108、0.539±0.146、0.485±0.134、0.458±0.140和0.550±0.149。2010~2014年浙江省肿瘤登记地区气溶胶光学厚度值平均为0.524±0.141,其中城市地区为0.533±0.132、农村地区为0.518±0.153,各年度城乡间气溶胶光学厚度值差异均无统计学意义(均P > 0.05)。以四分位间距为界分为4类气溶胶光学厚度水平地区,Q1(P0~P25)、Q2(P25~P50)、Q3(P50~P75)和Q4(P75~P100)地区的肺癌发病率分别为49.44/10万、76.58/10万、72.40/10万和84.02/10万, 不同气溶胶光学厚度水平地区肺癌发病率差异有统计学意义(P < 0.001)。多重线性回归分析结果显示,2010—2014年气溶胶光学厚度水平和人均可支配收入是影响肺癌发病率的影响因素(P < 0.05)。
    结论 基于卫星遥感数据气溶胶光学厚度与肺癌发病率间具有相关性。气溶胶光学厚度可较好反映肺癌发生的风险,可作为监测环境质量的有价值的指标。

     

    Abstract:
    Objective To investigate the correlation between aerosol optical depth based on satellite remote sensing data and lung cancer incidence.
    Methods The aerosol optical depth data of Zhejiang Province was derived from the secondary level aerosol product synthesized from the data of the moderate-resolution imaging spectroradiometer (MODIS) carried by the American polar-orbiting satellites Terra and Aqua with a spatial resolution of 10 km. The data of lung cancer incidence in tumor registration area of Zhejiang Province in 2015 was from Annual Report of Cancer Registration in China in 2018.
    Results From 2010 to 2014, the average aerosol optical depth levels of Zhejiang Province were 0.389±0.108, 0.539±0.146, 0.485±0.134, 0.458±0.140 and 0.550±0.149, respectively. The average aerosol optical depth in Zhejiang Province cancer registration area from 2010 to 2014 was 0.524±0.141, with 0.533±0.132 in urban area and 0.518±0.153 in rural area. The annual aerosol optical depth values in urban and rural areas had no statistical difference (all P > 0.05). Taken interquartile range of aerosol optical depth level as the boundary, the lung cancer incidence in Q1(P0-P25), Q2(P25-P50), Q3(P50-P75) and Q4(P75-P100) areas were 49.44/105, 76.58/105, 72.40/105 and 84.02/105, respectively. There was statistical differences in the incidence of lung cancer in different aerosol optical depth regions (P < 0.001). The multiple linear regression analysis showed that aerosol optical depth and per capita disposable income were statistically significant influencing factors for lung cancer incidence from 2010 to 2014 (P < 0.05).
    Conclusion Based on the satellite remote sensing data, the aerosol optical depth has a statistically significant correlation with the lung cancer incidence. The aerosol optical depth can reflect the risk of lung cancer clearly and can be used as a valuable indicator to monitor environmental quality.

     

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