Journal of Geographical Sciences ›› 2021, Vol. 31 ›› Issue (2): 195-214.doi: 10.1007/s11442-021-1842-z
Previous Articles Next Articles
WANG Nan1,2(), WANG Huimeng1,2, DU Yunyan1,2, YI Jiawei1,2,*(
), LIU Zhang1,2, TU Wenna1,2
Received:
2020-03-17
Accepted:
2020-11-24
Online:
2021-02-25
Published:
2021-04-25
Contact:
YI Jiawei
E-mail:wangnan171@mails.ucas.edu.cn;yijw@lreis.ac.cn
About author:
Wang Nan (1994-), PhD, specialized in spatiotemporal data mining. E-mail:Supported by:
WANG Nan, WANG Huimeng, DU Yunyan, YI Jiawei, LIU Zhang, TU Wenna. Population migration across the Qinghai-Tibet Plateau: Spatiotemporal patterns and driving factors[J].Journal of Geographical Sciences, 2021, 31(2): 195-214.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Figure 5
Chord diagrams showing migration flows between the 18 QTP cities during WMS (a) and SMS (b) periods. The bulk of migration flows involving the 18 QTP cities are from their 347 non-QTP counterparts as well as eight Qinghai, seven Tibet, and the other three non-QTP cities during WMS (c) and SMS (d) periods."
Figure 6
City importance rankings and interaction strengths between QTP cities in terms of migration flows during WMS (a) and SMS (b). Correlations between PageRank values during the two seasons for different regions across the QTP (c) as well as t-test results for changes between different pairs of cities (d)."
[1] |
Allard R F, Moura F, 2015. The incorporation of passenger connectivity and intermodal considerations in intercity transport planning. Transport Reviews, 36(2):1-27.
doi: 10.1080/01441647.2015.1114271 |
[2] | Brin S, Page L, 1998. The anatomy of a large-scale hypertextual Web search engine. Computer Networks and ISDN Systems, 30(1-7):107-117. |
[3] | Cao H H, Dong G H, 2020. Social development and living environment changes in the Northeast Tibetan Plateau and contiguous regions during the late prehistoric period. Regional Sustainability, 1(1):59-67. |
[4] |
Chen H, Zhu Q, Peng C et al., 2013. The impacts of climate change and human activities on biogeochemical cycles on the Qinghai-Tibetan Plateau. Global Change Biology, 19(10):2940-2955.
doi: 10.1111/gcb.12277 pmid: 23744573 |
[5] | Chin W C B, Wen T H, 2015. Geographically modified pagerank algorithms: Identifying the spatial concentration of human movement in a geospatial network. Plos One, 10(10):e0139509. |
[6] | Cleveland R B, Cleveland W S, Mcrae J E et al., 1990. STL: A seasonal-trend decomposition procedure based on loess. Journal of Official Statistics, 6(1):3-33. |
[7] | De J Y Z, 2018. The study on Tibetan population current of Qinghai province during urbanization[D]. Xining: Qinghai Normal University. (in Chinese) |
[8] | Dong S, Pu Y, Wang Y, 2013. A research on complex network of Chinese interprovincial migration based on the fifth population census. 2013 21st International Conference on Geoinformatics, 1-4. |
[9] | Dorigo G, Tobler W, 2015. Push-pull migration laws. Annals of the Association of American Geographers, 73(1):1-17. |
[10] |
Guo Z Y, Mao H X, 2009. Population change and migration in China’s five major Tibetan-inhabited regions. Population & Economics, (1):5-10. (in Chinese)
pmid: 12342564 |
[11] | Gupta P, Goel A, Lin J et al., 2013. WTF: The who to follow service at twitter. Proceedings of the 22nd International Conference on World Wide Web, 505-514. |
[12] | Haas H D, 2010. Migration and development: A theoretical perspective1. International Migration Review, 44(1):227-264. |
[13] | Jamali S, Jönsson P, Eklundh L et al., 2015. Detecting changes in vegetation trends using time series segmentation. Remote Sensing of Environment, 156:182-195. |
[14] | Jiang X R, Wang S L, 2017. Research on China’s urban population mobility network: Based on Baidu migration big data. Chinese Journal of Population Science, (2):35-46. (in Chinese) |
[15] | Li S M, 2014. Population migration regional economic growth and income determination: A comparative study of Dongguan and Meizhou, China. Urban Studies, 34(7):999-1026. |
[16] | Li Y, Liu H, Tang Q et al., 2014. Spatial-temporal patterns of China’s interprovincial migration, 1985-2010. Journal of Geographical Sciences, 24(5):907-923. |
[17] | Liao S B, Sun J L, 2003a. GIS based spatialization of population census data in Qinghai-Tibet Plateau. Acta Geographica Sinica, 58(1):25-33. (in Chinese) |
[18] | Liao S B, Sun J L, 2003b. Quantitative analysis of relationship between population distribution and environmental factors in Qinghai-Tibet Plateau. China Population, Resources and Environment, 13(3):65-70. (in Chinese) |
[19] | Lin J, Wu Z, Li X, 2019. Measuring inter-city connectivity in an urban agglomeration based on multi-source data. International Journal of Geographical Information Science, 33(5):1062-1081. |
[20] | Liu R, Liu Y, Xu X et al., 2017. Change of geographical environment in southern margin of Tibetan Plateau since 1980s. Bulletin of Chinese Academy of Sciences, 32(9):1003-1013. (in Chinese) |
[21] | Liu S, Hu Z, Deng Y et al., 2011. The regional types of China’s floating population: Identification methods and spatial patterns. Journal of Geographical Sciences, 21(1):35-48. |
[22] | Liu W B, Shi E M, 2016. Spatial pattern of population daily flow among cities based on ICT: A case study of “Baidu Migration”. Acta Geographica Sinica, 71(10):1667-1679. (in Chinese) |
[23] | Ma D, Qing X, 2012. Present situation and counter measures of ecotourism development in Qinghai-Tibetan Plateau. Journal of Tibet University (Social Science Edition), 27(1):26-33. |
[24] | Ma T, Zhu R, Wang J H et al., 2019. A proportional odds model of human mobility and migration patterns. International Journal of Geographical Information Science, 33(1):81-98. |
[25] | Page L, Brin S, Motwani R et al., 1999. The PageRank Citation Ranking: Bringing Order to the Web. Technical Report. Stanford InfoLab. |
[26] |
Qiu J, 2008. China: The third pole. Nature, 454:393-396.
pmid: 18650887 |
[27] | Scott A J, 2003. Global city regions: Trends, theory, policy. Area, 35(3):326-327. |
[28] | Shen J, 1996. Internal migration and regional population dynamics in China. Progress in Planning, 45(3):123-188. |
[29] | Wang M, 2014. Tibetan migrates and population flow: Based on the data of fifth and sixth population census. Northwest Population Journal, 35(5):13-18. (in Chinese) |
[30] | Wei Y, Song W, Xiu C et al., 2018. The rich-club phenomenon of China’s population flow network during the country’s Spring Festival. Applied Geography, 96:77-85. |
[31] | Wu W B, Yang P, Shibasaki R et al., 2010. The relationship between the urban-rural income inequality and urbanization in west China: A case study of Qinghai province. Progress in Geography, 29(8):961-967. (in Chinese) |
[32] | Xiao B W, Zhou W, Tang W et al., 2014. Migration trends and effect on urbanization of key ecological functional areas of the northern Tibetan Plateau. Mountain Research, 32(4):497-504. (in Chinese) |
[33] | Xu J, Li A Y, Li D et al., 2017. Difference of urban development in China from the perspective of passenger transport around Spring Festival. Applied Geography, 87:85-96. |
[34] | Xu Z R, Zhang Y L, Cheng S K et al., 2017. Scientific basis and the strategy of sustainable development in Tibetan Plateau. Science & Technology Review, 35(6):108-114. |
[35] | Yang M X, Nelson F E, Shiklomanov N I et al., 2010. Permafrost degradation and its environmental effects on the Tibetan Plateau: A review of recent research. Earth-Science Reviews, 103(1/2):31-44. |
[36] | Yao T D, Wu F Y, Ding L et al., 2015. Multispherical interactions and their effects on the Tibetan Plateau’s earth system: A review of the recent researches. National Science Review, 2(4):468-488. |
[37] | Yin L S, Feng B Y, Li S G, 2012. Regional development disparities and spatial pattern evolution in Guangdong province. Areal Research and Development, 31(1):30-34, 69. (in Chinese) |
[38] | Zhang Y H, Zhang P Y, Zhang Z X, 2010. Disquisition of touristic ecological footprint and sustainable development of Lhasa. China Population, Resources and Environment, 20(7):154-159. (in Chinese) |
[1] | XU Jun, LIU Ju, XU Yang, PEI Tao. Visualization and analysis of local and distant population flows on the Qinghai-Tibet Plateau using crowd-sourced data [J]. Journal of Geographical Sciences, 2021, 31(2): 231-244. |
[2] | CHE Lei, ZHOU Liang, XU Jiangang. Integrating the ecosystem service in sustainable plateau spatial planning: A case study of the Yarlung Zangbo River Basin [J]. Journal of Geographical Sciences, 2021, 31(2): 281-297. |
[3] | QI Wei, YI Jiawei. Spatial pattern and driving factors of migrants on the Qinghai-Tibet Plateau: Insights from short-distance and long-distance population migrants [J]. Journal of Geographical Sciences, 2021, 31(2): 215-230. |
[4] | YE Yuyao, WANG Changjian, ZHANG Hong’ou, YANG Ji, LIU Zhengqian, WU Kangmin, DENG Yingbin. Spatiotemporal analysis of COVID-19 risk in Guangdong Province based on population migration [J]. Journal of Geographical Sciences, 2020, 30(12): 1985-2001. |
[5] | TIAN Yuan, YU Chengqun, ZHA Xinjie, GAO Xing, DAI Erfu. Hydrochemical characteristics and controlling factors of natural water in the border areas of the Qinghai-Tibet Plateau [J]. Journal of Geographical Sciences, 2019, 29(11): 1876-1894. |
[6] | FAN Zemeng, BAI Ruyu, YUE Tianxiang. Spatio-temporal distribution of vascular plant species abundance on Qinghai-Tibet Plateau [J]. Journal of Geographical Sciences, 2019, 29(10): 1625-1636. |
[7] | Haimeng LIU, Chuanglin FANG, Yi MIAO, Haitao MA, Qiang ZHANG, Qiang ZHOU. Spatio-temporal evolution of population and urbanization in the countries along the Belt and Road 1950-2050 [J]. Journal of Geographical Sciences, 2018, 28(7): 919-936. |
[8] | Li WANG, Haiying YU, Qiang ZHANG, Yunjia XU, Zexing TAO, Juha ALATALO, Junhu DAI. Responses of aboveground biomass of alpine grasslands to climate changes on the Qinghai-Tibet Plateau [J]. Journal of Geographical Sciences, 2018, 28(12): 1953-1964. |
[9] | LIU Fenggui, MAO Xufeng, ZHANG Yili, CHEN Qiong, LIU Pei, ZHAO Zhilong. Risk analysis of snow disaster in the pastoral areas of the Qinghai-Tibet Plateau [J]. , 2014, 24(3): 411-426. |
[10] | Brendon BLUE, Gary BRIERLEY, YU Guo-an. Geodiversity in the Yellow River source zone [J]. , 2013, 23(5): 775-792. |
[11] | ZHU Wenbin, JIA Shaofeng, Lü Aifeng, YAN Tingting. Analyzing and modeling the coverage of vegetation in the Qaidam Basin of China: The role of spatial autocorrelation [J]. Journal of Geographical Sciences, 2012, 22(2): 346-358. |
[12] | WANG Jianhua, TIAN Jinghan, LI Xiaoyan, MA Yujun, YI Wanjuan. Evaluation of concordance between environment and economy in Qinghai Lake Watershed, Qinghai-Tibet Plateau [J]. Journal of Geographical Sciences, 2011, 21(5): 949-960. |
[13] | YANG Shengtian, LIU Changming, YANG Zhifeng, SUN Rui, ZHOU Xiaodong. Natural eco-environmental evaluation of eastern Qinghai-Tibet Plateau using RS and GIS [J]. Journal of Geographical Sciences, 2002, 12(3): 283-288. |
[14] | WANG Cheng-hai, DONG Wen-jie, WEI Zhi-gang. Anomaly feature of seasonal frozen soil variations on the Qinghai-Tibet Plateau [J]. Journal of Geographical Sciences, 2002, 12(1): 99-107. |
|