Journal of Geodesy and Geoinformation Science ›› 2021, Vol. 4 ›› Issue (2): 27-35.doi: 10.11947/j.JGGS.2021.0203
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Received:
2020-09-15
Accepted:
2021-01-15
Online:
2021-06-20
Published:
2021-07-02
Contact:
Bo WANG
E-mail:jiajingyuan54@163.com;wb1020@bit.edu.cn
About author:
Jingyuan JIA (1989—), female, majors in multi-source information fusion. E-mail: Supported by:
Jingyuan JIA,Bo WANG. The Development of Intelligent Operation Method of Urban Public Infrastructure Driven by Accurate Spatio-temporal Information[J]. Journal of Geodesy and Geoinformation Science, 2021, 4(2): 27-35.
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[1] | State Bureau of Quality and Technical Supervision, Ministry of Construction of the People's Republic of China. GB/T 50280-1998 Standard for basic terminology of urban planning[S]. Beijing: China Standards Press, 1998. |
[2] | FAN Weicheng. Development trend of safe and resilient cities[J]. Labour Protection, 2020(3):18-23. |
[3] | LIU Huiqin, WU Penghai, SHEN Huanfen, et al. A Spatio-temporal information fusion method based on non-local means Filter[J]. Geography and Geoinformation Science, 2015,31(4):27-32. |
[4] | SU Yali, GUO Xudong, LEI Liping, et al. Spatio-temporal dynamics of the impacts of rainstorm disaster on crop growing using multi-satellites remote sensing[J]. Journal of Geo-Information Science, 2018,20(7):1004-1013. |
[5] | HE Hao, WANG Shuyang, WANG Shicheng, et al. A Road extraction method for remote sensing image based on encoderdecoder network[J]. Journal of Geodesy andGeoinformation Science, 2020,3(2):16-25. DOI: 10.11947/j.JGGS.2020.0202. |
[6] | YANG Lei, YANG Dongkai, ZHU Yunlong, et al. Traffic flow detection using GNSS-R signals[J]. Acta Geodaetica et Cartographica Sinica, 2018,47(3):370-375. DOI: 10.11947/j.AGCS.2018.20160496. |
[7] | TANG Luliang, KAN Zihan, REN Chang, et al. Fine-grained analysis of traffic congestions at the turning level using GPS traces[J]. Acta Geodaetica et Cartographica Sinica, 2019,48(1):75-85. DOI: 10.11947/j.AGCS.2019.20170448. |
[8] |
CHEN Jianguo, ZHOU Suhong, LIU Lin, et al. Estimating the effect of traffic congestion on accessibility to emergency medical care services: take Guangzhou as an example[J]. Progress in Geography, 2016,35(4):431-439.
doi: 10.18306/dlkxjz.2016.04.004 |
[9] | KOBAYASHI T, SEIMIYA S, HARADA K, et al. Wireless technologies to assist search and localization of victims of wide-scale natural disasters by unmanned aerial vehicles[C]// 2017 20th International Symposium on Wireless Personal Multimedia Communications (WPMC). Indonesia: IEEE, 2017: 404-410. |
[10] |
ZUO Wenwei, GUO Chi, LIU Jingnan, et al. A Police and insurance joint management system based on high precision BDS/GPS positioning[J]. Sensors, 2018,18(1):169.
doi: 10.3390/s18010169 |
[11] | YANG Jun, CHENG Jun, WANG Jialin, et al. Automatic deformation monitoring for large span bridge based on multi-constellation BDS and GPS system[J]. International Journal of Robotics & Automation, 2018,33(5):534-541. |
[12] | JIANG Chao, ZHOU Peiping, ZHU Shuyue, et al. Design of Beidou based real-time monitoring system for geological disasters[C]// China Satellite Navigation and Positioning Association. Zhengzhou: Surveying and Mapping Press, 2019: 87-93. |
[13] | ZHANG Quande, FAN Jingsheng. Application and development of satellite navigation and positioning technology in China[J]. Journal of Navigation and Positioning, 2016,4(3):82-88. |
[14] | DENG Shiyan, GUO Chengjun. Analysis of the status and development trend of indoor positioning in the construction of smart city[C]// Proceedings of the 11th China Satellite Navigation Annual Conference-S02 Navigation and Location Services. Chengdu: Zhongke Beidouhui (Beijing) Technology Co., Ltd., 2020: 146131-150137. |
[15] | YANG Gang, LI Qiang, HAN Lu, et al. Indoor positioning algorithm for firefighters based on MEMS-MARG sensor[J]. Journal of Chinese Inertial Technology, 2019,27(5):598-604. |
[16] |
YANG Mengke, CHENG Chengqi, CHEN Bo. Mining individual similarity by assessing interactions with personally significant places from GPS trajectories[J]. Isprs International Journal of Geo-Information, 2018,7(3):126.
doi: 10.3390/ijgi7030126 |
[17] | FU Zisheng, LI Qiuping, LIU Lin, et al. Identification of urban network congested segments using GPS trajectories double-clustering method[J]. Geomatics and Information Science of Wuhan University, 2017,42(9):1264-1270. |
[18] | CHENG PI, HUANG Teng, LI Guihua. Prediction and analysis of structure settlement of the metro tunnel based on TGM-ARMA model[J]. Engineering Investigation, 2010,38(12):66-69. |
[19] | ZHAO Xiaoxu. Urban fire hazard assessment based on multi-source spatiotemporal data[J]. Bulletin of Surveying and Mapping, 2020(5):101-106. DOI: 10.13474/j.cnki.11-2246.2020.0154. |
[20] |
ZHAO Jiandong, GAO Yuan, BAI Zhiming, et al. Traffic speed prediction under non-recurrent congestion: based on LSTM method and Beidou navigation satellite system data[J]. IEEE Intelligent Transportation Systems Magazine, 2019,11(2):70-81.
doi: 10.1109/MITS.2019.2903431 |
[21] | NING Yang, HUANG Yang, LI Jinyang, et al. ST-DRN: deep residual networks for spatio-temporal metro stations crowd flows forecast[C]// Proceedings of the 2018 International Joint Conference on Neural networks. Rio De Janeiro, Brazil: IEEE, 2018: 1-8. |
[22] | LI Yapeng, FAN Yiqing, ZHANG Chaoyuan. Classification and analysis of earthquake in Yunnan Province based on statistical methods[J]. Bulletin of Science and Technology, 2020,36(5):121-125. |
[23] | LIU Fangtian, XU Erqi. Spatio-temporal correlation analysis of typhoon characteristics and disaster assessment in Hainan province[J]. Journal of Catastrophology, 2020,35(2):217-223. |
[24] |
LI Haihong, WU Jidong. Rainstorm characteristics and its relationship with waterlogging disaster in shanghai during 2007-2016[J]. Journal of Natural Resources, 2018,33(12):2136-2148.
doi: 10.31497/zrzyxb.20180559 |
[25] |
WANG Jingfan, TCHAPMI L P, RAVIKUMAR A P, et al. Machine vision for naturalgasmethane emissions detection using an infrared camera[J]. Applied Energy, 2020,257:113998.
doi: 10.1016/j.apenergy.2019.113998 |
[26] |
ZHANG Ligang, VERMA B. Adeepneural network and rule-based technique forfirerisk identification in video frames[J]. Pattern Analysis and Applications, 2019,22(1):187-203.
doi: 10.1007/s10044-018-0756-6 |
[27] | ZHENG Zehua. A study on spatio-temporal differentiation of park recreation -- taking Xiamen park as an example[J]. Urban and Rural Development, 2017(15):37-40. |
[28] | YANG Qingshan, ZHANG Peng, ZHANG Jia, et al. Spatio-temporal evolvement of intersection traffic volume of mono-centric expanding city: a case study of Changchun[J]. Geographical Research, 2010,29(11):2070-2079. |
[29] |
WILLIAMS B M, HOEL L A. Modeling and forecasting vehicular traffic flow as a seasonal ARIMA process: theoretical basis and empirical results[J]. Journal of Transportation Engineering, 2003,129(6):664-672.
doi: 10.1061/(ASCE)0733-947X(2003)129:6(664) |
[30] | YU Bing, YIN Haoteng, ZHU Zhanxing. Spatio-temporal graph convolutional networks: a deep learning framework for traffic forecasting[C]// Proceedings of the 27th International Joint Conference on Artificial Intelligence. Washington D C, USA: IEEE, 2018: 3634-3640. |
[31] | RONG Bin, WU Zhihao, LIU Xiaohui, et al. Flow prediction of traffic stations based on spatio-temporal multi-graph convolutional network[J]. Computer Engineering, 2020,46(5):26-33. |
[32] | GUO Shengnan, LIN Youfang, JIN Wenwei, et al. Citywide crowd flows prediction based on spatio-temporal recurrent convolutional networks[J]. Computer Science, 2019,46(6A):385-391. |
[33] | LI Xiaohua, QIE Weijun, YAO Ping. A survey on cell broadcast in emergency situation[J]. Information and Communications Technology and Policy, 2019(11):31-35. |
[34] | TAKAHASHI T, JEONG B, OKAWA M, et al. Disaster satellite communication experiments using winds and wireless mesh network[C]// 2013 16th International Symposium on Wireless Personal Multimedia Communications (WPMC). Atlantic City, NJ, USA: IEEE, 2013. |
[35] | DENG Yun, FAN Dan. Technical research based on the release mode of earthquake Early warning Information[J]. Information & Communications, 2014(1):75-76. |
[36] | XU Lei. Design of early warning information release platform based on Beidou navigation satellite[J]. China New Communications, 2016(17):79-80. |
[37] | YU Lei, SU Ying, CHEN Yue, et al. Application and research of Beidou short message communication in oil and gas region[J]. China Management Informatization, 2019,22(11):168-169. |
[38] |
Lyu Haimin, SHEN Shuilong, ZHOU Annan, et al. Risk assessment of mega-city infrastructures related to land subsidence using improved trapezoidal FAHP[J]. Science of the Total Environment, 2020,717:135310.
doi: 10.1016/j.scitotenv.2019.135310 |
[39] |
DING Xuefeng, LIU Hucheng, SHI Hua. A dynamic approach for emergency decision making based on prospect theory with interval-valued Pythagorean fuzzy linguistic variables[J]. Computers & Industrial Engineering, 2019,131:57-65.
doi: 10.1016/j.cie.2019.03.037 |
[40] |
NEVES A C, LEANDER J, GONZÁLEZ L, et al. An approach todecision-making analysis for implementation of structural health monitoring in bridges[J]. Structural Control and Health Monitoring, 2019,26(6):e2352.
doi: 10.1002/stc.v26.6 |
[41] |
CHEN Jian, LIN Song. A neural network approach-decision neural network (DNN) for preference assessment[J]. IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), 2004,34(2):219-225.
doi: 10.1109/TSMCC.2003.819703 |
[42] | LI Bo. Decision method of traffic congestion based on weight- optimized neutral network[J]. Application Research of Computers, 2019,37(10):2976-2979. |
[43] | WANG Minqi, MAO Weiqing, CAO Wei. Research on meteorological multi-hazard risk analysis method based on GIS cloud services[J]. Urban Geotechnical Investigation and Surveying, 2018(4):13-16, 20. |
[44] | LI Jun, LIU Juqing, YOU Lin, et al. Intelligent Decision system and application of land reserve supported by spatiotemporal big data[J]. China Land Science, 2019,33(9):111-120. |
[45] | LIU Wenbin, LI Congxu, WEI Xiaojuan, et al. Application of GIS technology in intelligent decision for railway emergency rescue[J]. China Safety Science Journal, 2019,29(S2):195-200. |
[46] | ZHANG Lili, SHAN Dapeng. Visualization intelligent decision-making system for repairing fault of distribution network[J]. Information Technology, 2019(3):121-124. |
[47] | ZHANG Yongfu, LI Zhihong, GUO Xiaofei, et al. Cloud service platform for environmental impact intelligent decision based on GIS[J]. Digital Technology and Application, 2017(3):125-126, 132. |
[48] | LUO Xinwei, JIANG Chunhua, ZHANG Huaijin, et al. Multi-dimensional intelligent analysis and decision-making platform based on power grid GIS[J]. Geomatics World, 2016,23(6):103-108. |
[49] |
MOGHADAM S T, LOMBARDI P. An interactive multi-criteria spatial decision support system for energy retrofitting of building stocks using community VIZ to support urban energy planning[J]. Building and Environment, 2019,163:106233.
doi: 10.1016/j.buildenv.2019.106233 |
[50] | LI Deren, ZHAO Zhongyuan, ZHAO Ping. Design and implementation of 3D decision support system for urban planning[J]. Geomatics and Information Science of Wuhan University, 2011,36(5):505-509. |
[51] | SONG Chaozhi. China’s smart city construction enters a new stage[J]. Informatization in China Construction, 2018(13):8-9. |
[52] | Xicheng Branch of Beijing Municipal Commission of Planning, Land and Resources, Beijing Chaotu Software Co, Ltd. Spatio-temporal information cloud Platform facilitates the construction of smart Xicheng[J]. Informatization in China Construction, 2019(7):23-25. |
[53] | HUANG Zhonghua, LI Guilin, GONG Xun, et al. Big data in space-time in Foshan creates a new pattern[J]. Informatization in China Construction, 2019(7):30-33. |
[54] | LE Wenzhong, CHEN Bangtai, WANG Hua, et al. Wisdom Longgang: building an integrated management service platform[J]. Informatization in China Construction, 2019(7):34-37. |
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