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监测土耳其的夜间灯光和环境变化。

Monitoring Turkey's nighttime light and environmental change.

机构信息

Zonguldak Vocational School, Zonguldak Bülent Ecevit University, Zonguldak, Turkey.

出版信息

Environ Monit Assess. 2024 Aug 27;196(9):851. doi: 10.1007/s10661-024-13032-z.

Abstract

Nighttime lighting (NTL), population growth, and climate change are critical concerns for Turkey. The intensity of nighttime lights in Turkey has significantly increased in recent years, closely associated with rapid population growth and urban expansion. Areas with higher population density exhibit greater nighttime light presence. Nighttime lighting is directly linked to energy consumption and greenhouse gas (GHG) emissions, contributing significantly to global climate change. The rise in nighttime lighting in Turkey exacerbates climate change effects. In this study, data on NTL were gathered from the NOAA/V21 satellite for 2013-2021, the NOAA/CMCFG satellite for average DMSP-OLS radiance values from 2013 to 2023, and the NOAA/VNP46A2 satellite for BRDF-corrected DMSP-OLS NTL data from 2013 to 2023. Night temperature values were extracted from NOAA and MODIS images, and their correlation with NTL data was analyzed. A moderate relationship was observed between NTL and night land surface temperature (LST) (R, 0.32; p-value < 0.05). Population and greenhouse gas emission data were sourced from the Turkish Statistical Institute (TurkStat). Carbon dioxide (CO), methane (CH), nitrous oxide (NO), and fluorinated gases (F-gases) are direct greenhouse gases. A strong correlation was found between NTL and greenhouse gases (R, 0.8; p-value < 0.05). Population density emerges as a significant determinant of nighttime light intensity. These findings underscore the substantial correlation between nighttime light intensity in Turkey, population dynamics, and GHG emissions. The study suggests that NTL data can inform the development of sustainable environmental policies. Mitigating greenhouse gas emissions necessitates controlling population growth and energy consumption, pivotal steps toward environmental sustainability.

摘要

夜间照明(NTL)、人口增长和气候变化是土耳其的关键关注点。近年来,土耳其的夜间灯光强度显著增加,这与人口的快速增长和城市扩张密切相关。人口密度较高的地区夜间灯光更为显著。夜间照明与能源消耗和温室气体(GHG)排放直接相关,对全球气候变化产生重大影响。土耳其夜间照明的增加加剧了气候变化的影响。在这项研究中,2013 年至 2021 年期间,从 NOAA/V21 卫星收集了 NTL 数据,从 NOAA/CMCFG 卫星收集了 2013 年至 2023 年平均 DMSP-OLS 辐射值的数据,从 NOAA/VNP46A2 卫星收集了 2013 年至 2023 年 BRDF 校正的 DMSP-OLS NTL 数据。夜间温度值从 NOAA 和 MODIS 图像中提取,并分析了它们与 NTL 数据的相关性。NTL 与夜间地表温度(LST)之间存在中度相关性(R,0.32;p 值<0.05)。人口和温室气体排放数据来自土耳其统计局(TurkStat)。二氧化碳(CO)、甲烷(CH)、氧化亚氮(NO)和氟代气体(F 气体)是直接的温室气体。NTL 与温室气体之间存在很强的相关性(R,0.8;p 值<0.05)。人口密度是夜间灯光强度的重要决定因素。这些发现强调了土耳其夜间灯光强度、人口动态和温室气体排放之间的显著相关性。该研究表明,NTL 数据可以为可持续环境政策的制定提供信息。减少温室气体排放需要控制人口增长和能源消耗,这是实现环境可持续性的关键步骤。

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