Journal of Geo-information Science ›› 2020, Vol. 22 ›› Issue (7): 1449-1462.doi: 10.12082/dqxxkx.2020.190808
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ZHU Hui1,2(), ZHANG Qingling1,3,*(
), ZHANG Shan1,2
Received:
2019-12-27
Revised:
2020-03-04
Online:
2020-07-25
Published:
2020-09-25
Contact:
ZHANG Qingling
E-mail:zhuhui17@mails.ucas.ac.cn;zhangqling@mails.sysu.edu.cn
Supported by:
ZHU Hui, ZHANG Qingling, ZHANG Shan. Spatial and Temporal Characteristics of Socio-Economic Development in Central Asia based on A Series of Nighttime Light Images from 1992 to 2017[J].Journal of Geo-information Science, 2020, 22(7): 1449-1462.DOI:10.12082/dqxxkx.2020.190808
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Tab. 2
Date source of Central Asian research area"
数据集 | 时段 | 空间分辨率 | 数据来源 | 网址 |
---|---|---|---|---|
DMSP夜光数据 | 1992—2012 | 约1 km | NOAA | https://www.ngdc.noaa.gov/eog/dmsp/downloadV4composites.html |
VIIRS夜光数据 | 2012—2017 | 约500 m | NOAA | http://ngdc.noaa.gov/eog/viirs/download_viirs_ntl.html |
油气活动多边形 | 1995—2006 | — | NOAA | https://www.ngdc.noaa.gov/eog/interest/gas_flares.html |
社会经济参数 | 1992—2017 | — | 世界银行 | https://data.worldbank.org.cn/ |
BP世界能源统计 | https://www.bp.com/ | |||
中亚国家统计年鉴 | http://www.zywx.xjlas.org | |||
行政边界 | 2018 | — | GADM | https://gadm.org/ |
Tab. 5
The nighttime light change in different states (cities)"
国家 | 1992—1998 年 | |||||
重度下滑 | 中度下滑 | 轻度下滑 | 缓慢增长 | 快速增长 | 高速增长 | |
---|---|---|---|---|---|---|
哈萨克斯坦 | 28.6 | 57.1 | 0 | 7.15 | 7.15 | 0 |
乌兹别克斯坦 | 0 | 21.4 | 57.1 | 14.4 | 7.1 | 0 |
土库曼斯坦 | 0 | 0 | 50 | 33.3 | 0 | 16.7 |
吉尔吉斯斯坦 | 0 | 11.15 | 33.3 | 44.4 | 11.15 | 0 |
塔吉克斯坦 | 20 | 20 | 40 | 0 | 0 | 20 |
国家 | 1999—2012年 | |||||
重度下滑 | 中度下滑 | 轻度下滑 | 缓慢增长 | 快速增长 | 高速增长 | |
哈萨克斯坦 | 0 | 0 | 0 | 7.15 | 7.15 | 85.7 |
乌兹别克斯坦 | 0 | 21.45 | 57.1 | 0 | 21.45 | 0 |
土库曼斯坦 | 0 | 0 | 0 | 33.3 | 16.7 | 50 |
吉尔吉斯斯坦 | 0 | 0 | 11.1 | 11.1 | 11.1 | 66.7 |
塔吉克斯坦 | 0 | 20 | 0 | 20 | 40 | 20 |
国家 | 2012—2017年 | |||||
重度下滑 | 中度下滑 | 轻度下滑 | 缓慢增长 | 快速增长 | 高速增长 | |
哈萨克斯坦 | 0 | 0 | 7.15 | 0 | 7.15 | 85.7 |
乌兹别克斯坦 | 0 | 7.1 | 14.3 | 14.3 | 28.6 | 35.7 |
土库曼斯坦 | 0 | 0 | 33.3 | 16.7 | 0 | 50 |
吉尔吉斯斯坦 | 0 | 0 | 0 | 0 | 22.2 | 77.8 |
塔吉克斯坦 | 0 | 0 | 0 | 0 | 20 | 80 |
[1] | 赵荣, 王恩涌. 人文地理学(第二版)[M]. 北京: 科学出版社, 2006. |
[ Zhao R, Wang E Y. Human geography (second edition)[M]. Beijing: Science Press, 2006. ] | |
[2] | 封永平. 地缘政治视野中的中亚及其对中国的影响[J]. 国际问题研究, 2010,12(2):56-61. |
[ Feng Y P. Central Asia in the perspective of geopolitics and its impact on China[J]. China International Studies, 2010,12(2):56-61. ] | |
[3] | 赵旭, 董秀成. 中亚里海地区油气地缘环境分析及中国的突围策略[J]. 改革与战略, 2008,24(3):23-26. |
[ Zhao X, Dong X C. Analysis of oil and gas geoenvironment in the Caspian Sea of Central Asia and China's breakthrough strategy[J]. Reformation & Strategy, 2008,24(3):23-26. ] | |
[4] | 王沛. 中亚五国概况[M]. 乌鲁木齐: 新疆人民出版社. |
[ Wang P. A survey of five Central Asian countries[M]. Urumqi: Xinjiang People's Press, 1997. ] | |
[5] | 马大正, 冯锡时. 中亚五国史纲[M]. 乌鲁木齐: 新疆人民出版社, 2000. |
[ Ma D Z, Feng X S. An outline of the history of the five countries in Central Asia[M]. Urumqi: Xinjiang People's Press, 2000. ] | |
[6] | 胡振华. 中亚五国志[M]. 北京: 中央民族大学出版社, 2006. |
[ Hu Z H. The five kingdoms of Central Asia[M]. Beijing: China Minzu University Press, 2006. ] | |
[7] | 何希泉. 中亚五国现状[J]. 国际研究参考, 1994,7(3):3-13. |
[ He X Q. Status quo of five Central Asian countries[J]. International Data Information, 1994,7(3):3-13. ] | |
[8] | 赵海燕. 转轨时期乌兹别克斯坦的社会经济发展情况[J]. 欧亚经济, 2000,16(1):39-43. |
[ Zhao H Y. Social and economic development of Uzbekistan during the transition period[J]. Russian Central Asian & East European Market, 2000,16(1):39-43. ] | |
[9] | 杨志刚. 哈萨克斯坦独立十年:成就与问题[J]. 新疆大学学报, 2003,31(1):69-73. |
[ Yang Z G. Ten years of independence in Kazakhstan: achievements and problems[J]. Journal of Xinjiang University, 2003,31(1):69-73. ] | |
[10] | 王海燕. 中亚五国的经济改革与成效[J]. 俄罗斯中亚东欧市场, 2004,13(7):12-18. |
[ Wang H Y. Economic reforms and effects of five Central Asian countries[J]. Russian Central Asian & East European Market, 2004,13(7):12-18. ] | |
[11] | 王海燕. 中亚五国近两年社会经济状况分析[J]. 欧亚经济, 2001,16(3):19-23. |
[ Wang H Y. Analysis of the socio-economic conditions of the five Central Asian countries in the past two years[J]. Russian Central Asian & East European Market, 2001,16(3):19-23. ] | |
[12] | 王海燕. 中亚五国经济发展的趋势分析[J]. 新疆社科论坛, 2005,31(4):16-22. |
[ Wang H Y. Analysis of the trend of economic development in five Central Asian countries[J]. Xinjiang Social Science Forum, 2005,31(4):16-22. ] | |
[13] | 王海燕. 中亚国家当前的政治经济形势分析[J]. 新疆大学学报, 2006,34(4):98-104. |
[ Wang H Y. Analysis of the current political and economic situation of Central Asian countries[J]. Journal of Xinjiang University, 2006,34(4):98-104. ] | |
[14] | 王海燕. 金融危机前后中亚国家经济形势对比与前景分析[J]. 新疆师范大学学报, 2013,27(4):42-51. |
[ Wang H Y. Comparison and prospect analysis of the economic situation of Central Asian countries before and after the Financial Crisis[J]. Journal of Xinjiang Normal University, 2013,27(4):42-51. ] | |
[15] | 王海燕. “一带一路”视域下中亚国家经济社会发展形势探究[J]. 新疆师范大学学报, 2015,24(5):78-86. |
[ Wang H Y. Research on the economic and social development situation of Central Asian countries from the perspective of the "Belt and Road"[J]. Journal of Xinjiang Normal University, 2015,24(5):78-86. ] | |
[16] | 新疆金融学会中亚金融研究中心课题组. 中亚五国2017年经济金融形势分析及未来展望[J]. 金融发展评论, 2018,106(10):27-44. |
[ The research group of the Central Asian finance research center of Xinjiang finance association. Analysis of the economic and financial situation of the five Central Asian countries in 2017 and their future prospects[J]. Financial Development Review, 2018,106(10):27-44. ] | |
[17] |
李德仁, 李熙. 论夜光遥感数据挖掘[J]. 测绘学报, 2015,44(6):591-601.
doi: 10.11947/j.AGCS.2015.20150149 |
[ Li D R, Li X. Data mining of remote sensing of night ligt[J]. Acta Geodaetica et Cartographica Sinica, 2015,44(6):591-601. ] | |
[18] |
Briggs D J, Gulliver J, Fecht D, et al. Dasymetric modelling of small-area population distribution using land cover and light emissions data[J]. Remote Sensing of Environment, 2007,108(4):451-466.
doi: 10.1016/j.rse.2006.11.020 |
[19] |
Shi K, Yu B, Huang Y, et al. Evaluating the ability of NPP-VIIRS nighttime light data to estimate the gross domestic product and the electric power consumption of China at multiple scales: A comparison with DMSP-OLS data[J]. Remote Sensing, 2014,6(2):1705-1724.
doi: 10.3390/rs6021705 |
[20] |
Elvidge C D, Baugh K E, Kihn E A, et al. Relation between satellite observed visible-near infrared emissions, population, economic activity and electric power consumption[J]. International Journal of Remote Sensing, 1997,18(6):1373-1379.
doi: 10.1080/014311697218485 |
[21] |
Small C, Pozzi F, Elvidge C D. Spatial analysis of global urban extent from DMSP-OLS night lights[J]. Remote Sensing of Environment, 2005,96(3-4):277-291.
doi: 10.1016/j.rse.2005.02.002 |
[22] |
Cao X, Chen J, Imura H, et al. A SVM-based method to extract urban areas from DMSP-OLS and SPOT VGT data[J]. Remote Sensing of Environment, 2009,113(10):2205-2209.
doi: 10.1016/j.rse.2009.06.001 |
[23] |
Yi K, Tani H, Li Q, et al. Mapping and evaluating the urbanization process in northeast China using DMSP/OLS nighttime light data[J]. Sensors, 2014,14(2):3207-3226.
doi: 10.3390/s140203207 pmid: 24553086 |
[24] |
Zhou Y, Smith S J, Elvidge C D, et al. A cluster-based method to map urban area from DMSP/OLS nightlights[J]. Remote Sensing of Environment, 2014,147:173-185.
doi: 10.1016/j.rse.2014.03.004 |
[25] | Li X, Liu S, Jendryke M, et al. Night-time light dynamics during the iraqi civil war[J]. Remote Sensing, 2018,10(6):858. |
[26] | Li X, Li D, Xu H, et al. Intercalibration between DMSP/OLS and VIIRS night-time light images to evaluate city light dynamics of Syria's major human settlement during Syrian Civil War[J]. International Journal of Remote Sensing, 2017,38(21):5934-5951. |
[27] | Jiang W, He G, Long T, et al. Ongoing conflict makes Yemen dark: From the perspective of nighttime light[J]. Remote Sensing, 2017,9(8):798. |
[28] | Jiang W, He G, Long T, et al. Assessing light pollution in China based on nighttime light imagery[J]. Remote Sensing, 2017,9(2):135. |
[29] | Kuechly H U, Kyba C C M, Ruhtz T, et al. Aerial survey and spatial analysis of sources of light pollution in Berlin, Germany[J]. Remote Sensing of Environment, 2012,126:39-50. |
[30] | He C, Liu Z, Tian J, et al. Urban expansion dynamics and natural habitat loss in China: A multiscale landscape perspective[J]. Global change biology, 2014,20(9):2886-2902. |
[31] | Imhoff M L, Lawrence W T, Elvidge C D, et al. Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the United States[J]. Remote Sensing of Environment, 1997,59(1):105-117. |
[32] | Doll C N H, Muller J P, Morley J G. Mapping regional economic activity from night-time light satellite imagery[J]. Ecological Economics, 2006,57(1):75-92. |
[33] |
Ma T, Zhou C, Pei T, et al. Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities[J]. Remote Sensing of Environment, 2012,124:99-107.
doi: 10.1016/j.rse.2012.04.018 |
[34] |
Li X, Li D. Can night-time light images play a role in evaluating the Syrian Crisis?[J]. International Journal of Remote Sensing, 2014,35(18):6648-6661.
doi: 10.1080/01431161.2014.971469 |
[35] |
Li X, Chen F, Chen X. Satellite-observed nighttime light variation as evidence for global armed conflicts[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2013,6(5):2302-2315.
doi: 10.1109/JSTARS.2013.2241021 |
[36] | Corbane C, Kemper T, Freire S, et al. Monitoring the syrian humanitarian crisis with the JRC’s Global Human Settlement Layer and night-time satellite data[J]. Publications Office of the European Union: Luxembourg, 2016:1-14. |
[37] |
Li X, Zhang R, Huang C, et al. Detecting 2014 Northern Iraq Insurgency using night-time light imagery[J]. International Journal of Remote Sensing, 2015,36(13):3446-3458.
doi: 10.1080/01431161.2015.1059968 |
[38] | Witmer F D W, O'Loughlin J. Detecting the effects of wars in the Caucasus regions of Russia and Georgia using radiometrically normalized DMSP-OLS nighttime lights imagery[J]. GIScience & Remote Sensing, 2011,48(4):478-500. |
[39] |
Li X, Zhao L, Han W, et al. Evaluating Algeria's social and economic development using a series of night-time light images between 1992 to 2012[J]. International Journal of Remote Sensing, 2018,39(23):9228-9248.
doi: 10.1080/01431161.2018.1510560 |
[40] |
Li X, Ge L, Chen X. Detecting Zimbabwe's decadal economic decline using nighttime light imagery[J]. Remote Sensing, 2013,5(9):4551-4570.
doi: 10.3390/rs5094551 |
[41] |
Román M O, Stokes E C, Shrestha R, et al. Satellite-based assessment of electricity restoration efforts in Puerto Rico after Hurricane Maria[J]. PloS One, 2019,14(6).DOI: 10.1007/s12665-013-2778-0.
doi: 10.1371/journal.pone.0219015 pmid: 31251773 |
[42] | Elvidge C D, Hsu F C, Baugh K E, et al. National trends in satellite-observed lighting[J]. Global urban monitoring and assessment through earth observation, 2014,23:97-118. |
[43] | 胡汝骥, 姜逢清, 王亚俊, 等. 中亚(五国)干旱生态地理环境特征[J]. 干旱区研究, 2014,31(1):42016-12. |
[ Hu R Y, Jiang F Q, Wang Y J, et al. Characteristics of arid eco-geographical environment in Central Asia (five countries)[J]. Arid Zone Research, 2014,31(1):42016-12. ] | |
[44] | 徐晓天. 中亚水资源的困局[J]. 世界知识, 2010,10(20):40-41. |
[ Xu X T. The dilemma of water resources in Central Asia[J]. World Affairs, 2010,10(20):40-41. ] | |
[45] | 蒲开夫. 中亚五国发展面临的若干难题[J]. 俄罗斯东欧中亚研究, 2000,29(3):81-88. |
[ Pu K F. Several difficulties facing the development of the five Central Asian countries[J]. Russian Central Asian & East European Market, 2000,29(3):81-88. ] | |
[46] | 赵常庆. 中亚五国与中国西部大开发[M]. 北京: 昆仑出版社, 2004: 18-24. |
[ Zhao C Q. Five Central Asian countries and the great development of western China[M]. Beijing: Kunlun Press, 2004. ] | |
[47] | 陈明山. 中亚五国经济情况[J]. 国际研究参考, 1992,37(11):3-11. |
[ Chen M S. Economic situation of five Central Asian countries[J]. International Data Information, 1992,37(11):3-11. ] | |
[48] | 常庆. 中亚五国独立十年:成就与问题[J]. 俄罗斯东欧中亚研究, 2002,26(1):71-76. |
[ Chang Q. Ten years of independence of five Central Asian countries: Achievements and problems[J]. Russian, Central Asian & East European Studies, 2002,26(1):71-76. ] | |
[49] | 王海燕. 金融危机前后中亚国家经济形势对比与前景分析[J]. 新疆师范大学学, 2013,27(4):48-57. |
[ Wang H Y. Comparison and prospect analysis of the economic situation of Central Asian countries before and after the Financial Crisis[J]. Journal of Xinjiang Normal University, 2013,27(4):48-57. ] | |
[50] | BP世界能源统计(2018)[EB/OL]. https://www.bp.com/. |
[ BP World Energy Statistics (2018)[EB/OL]. https://www.bp.com/. | |
[51] |
Zhang Q, Pandey B, Seto K C. A robust method to generate a consistent time series from DMSP/OLS nighttime light data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016,54(10):5821-5831.
doi: 10.1109/TGRS.2016.2572724 |
[52] |
Pandey B, Zhang Q, Seto K C. Time series analysis of satellite data to characterize multiple land use transitions: a case study of urban growth and agricultural land loss in India[J]. Journal of land use science, 2018,13(3):221-237.
doi: 10.1080/1747423X.2018.1533042 |
[53] | Shao X, Cao C Y, Zhang B, et al. Radiometric calibration of DMSP-OLS sensor using VIIRS day/night band[C]. International Society for Optics and Photonics, 2014:92640A. |
[54] |
Wu K, Wang X. Aligning pixel values of DMSP and VIIRS nighttime light images to evaluate urban dynamics[J]. Remote Sensing, 2019,11(12):1463.
doi: 10.3390/rs11121463 |
[55] |
Zheng Q, Weng Q, Wang K. Developing a new cross-sensor calibration model for DMSP-OLS and Suomi-NPP VIIRS night-light imageries[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2019,153:36-47.
doi: 10.1016/j.isprsjprs.2019.04.019 |
[56] |
Zhao M, Zhou Y, Li X, et al. Applications of satellite remote sensing of nighttime light observations: Advances, challenges, and perspectives[J]. Remote Sensing, 2019,11(17):1971.
doi: 10.3390/rs11171971 |
[57] | 韩民春. 西方经济学.宏观部分(第7版)[M]. 北京: 北京大学出版社, 2018. |
[ Han M C. Western Economics. Macro Section (7th Edition) [M]. Beijing: Peking University Press, 2018. ] | |
[58] | 杨进. 中亚五国贫困问题研究[D]. 北京:中国社会科学院研究生院, 2010. |
[ Yang J. Research on poverty in five Central Asian countries[D]. Beijing: Graduate School of the Chinese Academy of Social Sciences, 2010. ] | |
[59] | 赵常庆. 中亚五国概论[M]. 北京: 经济日报出版社, 1999. |
[ Zhao C Q. An introduction to the five Central Asian countries [M]. Beijing: The Economic Daily Press, 1999. ] |
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