Spatial Humanities and Geo-computation for Social Sciences:Advances and Applications

doi:10.11947/j.JGGS.2022.0201

测绘学报（英文版） ›› 2022, Vol. 5 ›› Issue (2): 1-6.doi: 10.11947/j.JGGS.2022.0201

• • 下一篇

收稿日期:2021-10-11 接受日期:2022-05-08 出版日期:2022-06-20 发布日期:2022-07-22

Spatial Humanities and Geo-computation for Social Sciences:Advances and Applications

Kun QIN¹(),Hui LIN²,Yang YUE³,Feng ZHANG⁴,Jianya GONG¹

1. School of Remote Sensing and Information Engineering, Wuhan University, Wuhan 430079, China
2. School of Geography and Environment, Jiangxi Normal University, Nanchang 330022, China
3. School of Architecture & Urban Planning, Shenzhen University, Shenzhen 518060, China
4. School of Earth Sciences, Zhejiang University, Hangzhou 310028, China

Received:2021-10-11 Accepted:2022-05-08 Online:2022-06-20 Published:2022-07-22
About author:Kun QIN (1972—), male, PhD, professor, main research interests include spatiotemporal big data analysis, spatially humanities and geo-computation for social sciences. E-mail: qink@whu.edu.cn
Supported by:
National Natural Science Foundation of China(42171448)

摘要/Abstract

Abstract:

Humanities and Social Sciences (HSS) are undergoing the transformation of spatialization and quantification. Geo-computation, with geoinformatics (including RS: Remote Sensing; GIS: Geographical Information System; GNSS: Global Navigation Satellite System), provides effective computational and spatialization methods and tools for HSS. Spatial Humanities and Geo-computation for Social Sciences (SH&GSS) is a field coupling geo-computation, and geoinformatics, with HSS. This special issue accepted a set of contributions highlighting recent advances in methodologies and applications of SH&GSS, which are related to sentiment spatial analysis from social media data, emotional change spatial analysis from news data, spatial analysis of social media related to COVID-19, crime spatiotemporal analysis, “double evaluation” for Land Use/Land Cover (LUCC), Specially Protected Natural Areas (SPNA) analysis, editing behavior analysis of Volunteered Geographic Information (VGI), electricity consumption anomaly detection, First and Last Mile Problem (FLMP) of public transport, and spatial interaction network analysis for crude oil trade network. Based on these related researches, we aim to present an overview of SH&GSS, and propose some future research directions for SH&HSS.

Key words: Humanities and Social Sciences(HSS), Spatial Humanities and Geo-computation for Social Sciences(SH&GSS), sentiment spatial analysis, spatial analysis for social media, crime spatiotemporal analysis, editing behavior analysis, spatial interaction network analysis

. [J]. 测绘学报（英文版）, 2022, 5(2): 1-6.

Kun QIN,Hui LIN,Yang YUE,Feng ZHANG,Jianya GONG. Spatial Humanities and Geo-computation for Social Sciences:Advances and Applications[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 1-6.

参考文献 40

[1]	LI Deren, GUO Wei, CHANG Xiaomeng, et al. From earth observation to human observation: geocomputation for social science[J]. Journal of Geographical Sciences, 2020, 30(2): 233-250. doi: 10.1007/s11442-020-1725-8
[2]	LI Xi, LI Deren. 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
[3]	LIU Yu, LIU Xi, GAO Song, et al. Social sensing: a new approach to understanding our socioeconomic environments[J]. Annals of the Association of American Geographers, 2015, 105(3): 512-530. doi: 10.1080/00045608.2015.1018773
[4]	LIN Hui, ZHANG Jie, YANG Ping, et al. Development on spatially integrated humanities and social science[J]. Journal of Geo-Information Science, 2006, 8(2): 30-37.
[5]	QIN Kun, LIN Hui, HU Di, et al. A review of spatially integrated humanities and social sciences[J]. Journal of Geo-Information Science, 2020, 22(5): 912-928.
[6]	WANG Zhaopeng. The idea of the construction of digital map platform of Chinese literature[J]. Literary Heritage, 2012(2): 131-133.
[7]	LAZER D, PENTLAND A, ADAMIC L, et al. Computational social science[J]. Science, 2009, 323(5915): 721-723. doi: 10.1126/science.1167742
[8]	QIN Kun, WANG Qixin, LI Shuang, et al. Spatial interaction network analysis methods for computation social sciences and geo-computation for social sciences[J]. Journal of Sociological Studies, 2020(3): 64-67.
[9]	HU Di, WEN Yongning, Lyu Guonian, et al. GIS-based family tree resources integration[J]. Human Geography, 2012, 27(1): 50-53.
[10]	ZHANG Ping. Proposition of construction of historical geograp-hical information system about the Silk Road and its value and significance[J]. Journal of Shaanxi Normal University (Philosophy and Social Sciences Edition), 2016, 45(1): 5-11.
[11]	CHEN Xi, NORDHAUS W D. Using luminosity data as a proxy for economic statistics[J]. Proceedings of the National Academy of Sciences of the United States of America, 2011, 108(21): 8589-8594.
[12]	HENDERSON V, STOREYGARD A, WEIL D N. A bright idea for measuring economic growth[J]. American Economic Review, 2011, 101(3): 194-199. doi: 10.1257/aer.101.3.194
[13]	DONALDSON D, STOREYGARD A. The view from above: applications of satellite data in economics[J]. Journal of Economic Perspectives, 2016, 30(4): 171-198. doi: 10.1257/jep.30.4.171
[14]	ZHANG Guo, HE Dawei, GUAN Qing, et al. Remote sensing journalism in the omnimedia era[J]. Geomatics and Information Science of Wuhan University, 2021, 46(4): 469-478.
[15]	HU Qingwu, WANG Shaohua, FU Caiwu, et al. LiDAR remote sensing for archaeology: discover the dying ruins of human activity traces[J]. Chinese Journal of Nature, 2018, 40(3): 191-199.
[16]	WANG Yandong, LI Mengmeng, FU Xiaokang, et al. A new method to detect the development situation of disasters based on social media co-word network[J]. Geomatics and Information Science of Wuhan University, 2020, 45(5): 691-698, 735.
[17]	LIU Lin, JI Jiakai, SONG Guangwen. Hotspot prediction of public property crime based on spatial differentiation of crime and built environment[J]. Journal of Geo-information Science, 2019, 21(11): 1655-1668.
[18]	POULSEN E, KENNEDY L W. Using dasymetric mapping for spatially aggregated crime data[J]. Journal of Quantitative Criminology, 2004, 20(3): 243-262. doi: 10.1023/B:JOQC.0000037733.74321.14
[19]	GONG Peng, SONG Liang, CARLTON E J, et al. Urbanisation and health in China[J]. The Lancet, 2012, 379(9818): 843-852. doi: 10.1016/S0140-6736(11)61878-3
[20]	XU Gang, JIANG Yuhan, WANG Shuai, et al. Spatial disparities of self-reported COVID-19 cases and influencing factors in Wuhan, China[J]. Sustainable Cities and Society, 2022, 76: 103485. doi: 10.1016/j.scs.2021.103485
[21]	BARABÁSI A L. The origin of bursts and heavy tails in human dynamics[J]. Nature, 2005, 435(7039): 207-211. doi: 10.1038/nature03459
[22]	QIN Kun, LUO Ping, YAO Borui. Networked mining of GDELT and international relations analysis[J]. Journal of Geo-Information Science, 2019, 21(1): 14-24.
[23]	WANG Bo. Scientific method innovation of public management: GIS method and digitalization of public management[J]. Journal of Wuhan University of Science and Technology (Social Science Edition), 2014, 16(2): 209-212, 232.
[24]	OPENSHAW S, ABRAHART R J. Geocomputation[C]//Proceedings of the 1st International Conference on GeoComputation. Leeds: University of Leeds. 1996.
[25]	GOODCHILD M F, JANELLE D G. Thinking spatially in the social sciences[M] //GOODCHILDM F, JANELLED G. Spatially Integrated Social Science. New York: Oxford University Press, 2004.
[26]	YANO K, NAKAYA T, ISODA Y, et al. Virtual Kyoto: 4DGIS comprising spatial and temporal dimensions[J]. Journal of Geography (Chigaku Zasshi), 2008, 117(2): 464-478. doi: 10.5026/jgeography.117.464
[27]	JIANG Xuchen, XIAO Rui. Urban development boundary simulation based on “double evaluation” and FLUS model[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 7-18.
[28]	WANG Bei. Urban expansion simulation of coupled planning space control and demarcation of urban development boundaries[D]. Wuhan: Wuhan University, 2018.
[29]	LIU Zhuo, LIN Hui, HE Qinghua, et al. Temporal-spatial distribution of various types of crime in the special wards of Tokyo[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 19-28.
[30]	LU Binbin, GE Yong, QIN Kun, et al. A review on geographically weighted regression[J]. Geomatics and Information Science of Wuhan University, 2020, 45(9): 1356-1366.
[31]	LU Binbin, CHARLTON M, HARRIS P, et al. Geographically weighted regression with a non-Euclidean distance metric: a case study using hedonic house price data[J]. International Journal of Geographical Information Science, 2014, 28(4): 660-681. doi: 10.1080/13658816.2013.865739
[32]	WANG Jinfeng, XU Chengdong. Geodetector: principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116-134. doi: 10.11821/dlxb201701010
[33]	LIANG Yuyun, YAO Yao, YAN Xiaoqin, et al. Estimating the spatial variation of electricity consumption anomalies and the influencing factors[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 29-37.
[34]	ZHANG Jiawei, QI Hua. Data mining and spatial analysis of social media text based on the BERT-CNN model to achieve situational awareness: a case study of COVID-19[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 38-48.
[35]	CHEN Lai, KANG Chaogui, YANG Chao. Understanding citizens’ emotion states under the urban livability environment through social media data: a case study of Wuhan[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 49-59.
[36]	WANG Qixin, QIN Kun, LIU Donghai, et al. Spatial interaction network analysis of crude oil trade relations between countries along the Belt and Road[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 60-74.
[37]	SERGEEVAK, LIN Hui. The extent and effectiveness of protected areas in the Russian Federation[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 75-84.
[38]	ANG Y N H, CAO Kai. GIS based FLMP solving in densely populated city areas: a case study in Singapore[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 111-123.
[39]	HUAI An, ZHANG Xueying, AI Weicheng, et al. Spatial-temporal analysis of emotions in society in news[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 98-110.
[40]	ZHAO Zhiyao, FAN Hongchao. Towards exploring patterns of editing behavior on OpenStreetMap[J]. Journal of Geodesy and Geoinformation Science, 2022, 5(2): 85-97.

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