Acta Geodaetica et Cartographica Sinica ›› 2022, Vol. 51 ›› Issue (7): 1640-1652.doi: 10.11947/j.AGCS.2022.20220143
• Cartography and Geoinformation • Previous Articles Next Articles
AI Tinghua1, ZHANG Xiang2
Received:
2022-02-25
Revised:
2022-05-11
Published:
2022-08-13
CLC Number:
AI Tinghua, ZHANG Xiang. An interpretation and representation of scale concept in geo-information sciences[J]. Acta Geodaetica et Cartographica Sinica, 2022, 51(7): 1640-1652.
[1] WEST G. Scale:the universal laws of growth, innovation, sustainability, and the pace of life, in organisms, cities, economies, and companies[M]. London:Weidenfeld Nicolson, 2017:479. [2] BARABÁSI A L. The origin of bursts and heavy tails in human dynamics[J]. Nature, 2005, 435(7039):207-211. [3] BATTY M. The size, scale, and shape of cities[J]. Science, 2008, 319(5864):769-771. [4] GOODCHILD M F. Geographical information science[J]. International Journal of Geographical Information Systems, 1992, 6(1):31-45. [5] 李双成,蔡运龙.地理尺度转换若干问题的初步探讨[J].地理研究, 2005, 24(1):11-18. LI Shuangcheng, CAI Yunlong. Some scaling issues of geography[J]. Geographical Research, 2005, 24(1):11-18. [6] 吕一河,傅伯杰.生态学中的尺度及尺度转换方法[J].生态学报, 2001, 21(12):2096-2105. LV Yihe, FU Bojie. Ecological scale and scaling[J]. Acta Ecologica Sinica, 2001, 21(12):2096-2105. [7] 邬建国.景观生态学:格局、过程、尺度与等级[M]. 2版.北京:高等教育出版社, 2007. WU Jianguo. Landscape ecology:pattern, process, scale and hierarchy[M]. 2nd ed. Beijing:Higher Education Press, 2007. [8] 孟斌,王劲峰.地理数据尺度转换方法研究进展[J].地理学报, 2005, 60(2):277-288. MENG Bin, WANG Jinfeng. A review on the methodology of scaling with geo-data[J]. Acta Geographica Sinica, 2005, 60(2):277-288. [9] 艾廷华.大数据驱动下的地图学发展[J].测绘地理信息, 2016, 41(2):1-7. AI Tinghua. Development of cartography driven by big data[J]. Journal of Geomatics, 2016, 41(2):1-7. [10] 艾廷华.深度学习赋能地图制图的若干思考[J].测绘学报, 2021, 50(9):1170-1182. DOI:10.11947/j.AGCS.2021.20210091. AI Tinghua. Some thoughts on deep learning enabling cartography[J]. Acta Geodaetica et Cartographica Sinica, 2021, 50(9):1170-1182. DOI:10.11947/j.AGCS.2021.20210091. [11] REICHSTEIN M, CAMPS-VALLS G, STEVENS B, et al. Deep learning and process understanding for data-driven Earth system science[J]. Nature, 2019, 566(7743):195-204. [12] 艾廷华.多尺度空间数据库建立中的关键技术与对策[J].科技导报, 2004(12):4-8. AI Tinghua. Key technologies and strategies in the development of multi-scale spatial database[J]. Science&Technology Review, 2004(12):4-8. [13] 艾廷华,成建国.对空间数据多尺度表达有关问题的思考[J].武汉大学学报(信息科学版), 2005, 30(5):377-382. AI Tinghua, CHENG Jianguo. Key issues of multi-scale representation of spatial data[J]. Geomatics and Information Science of Wuhan University, 2005, 30(5):377-382. [14] GOODCHILD M F. Models of scale and scales of modelling[M]//TATE N J, ATKINSON P M. Modelling Scale in Geographical Information Science. New York:John Wiley&Sons Ltd., 2001:3-10. [15] STEVENS S S. On the theory of scales of measurement[J]. Science, 1946, 103(2684):677-680. [16] 李志林,王继成,谭诗腾,等.地理信息科学中尺度问题的30年研究现状[J].武汉大学学报(信息科学版), 2018, 43(12):2233-2242. LI Zhilin, WANG Jicheng, TAN Shiteng, et al. Scale in geo-information science:an overview of thirty-year development[J]. Geomatics and Information Science of Wuhan University, 2018, 43(12):2233-2242. [17] FOTHERINGHAM A S, BRUNSDON C F, CHARLTON M E. Scale issues and geographically weighted regression[M]//TATE N J, ATKINSON P M. Modelling Scale in Geographical Information Science. New York:John Wiley&Sons Ltd, 2001:123-140. [18] 张景雄.空间信息的尺度、不确定性与融合[M].武汉:武汉大学出版社, 2008. ZHANG Jingxiong. Scale, uncertainty, and fusion of spatial information[M]. Wuhan:Wuhan University Press, 2008. [19] ENGLUND G, COOPER S D. Scale effects and extrapolation in ecological experiments[J]. Advances in Ecological Research, 2003, 33:161-213. [20] BATTY M, LONGLEY P. Fractal cities:a geometry of form and function[M]. London:Academic Press, 1994. [21] GOODCHILD M F, MARK D M. The fractal nature of geographic phenomena[J]. Annals of the Association of American Geographers, 1987, 77(2):265-278. [22] BROCKMANN D, HUFNAGEL L, GEISEL T. The scaling laws of human travel[J]. Nature, 2006, 439(7075):462-465. [23] WEST G B, BROWN J H, ENQUIST B J. A general model for the origin of allometric scaling laws in biology[J]. Science, 1997, 276(5309):122-126. [24] WEST G B, BROWN J H. The origin of allometric scaling laws in biology from genomes to ecosystems:towards a quantitative unifying theory of biological structure and organization[J]. Journal of Experimental Biology, 2005, 208(9):1575-1592. [25] BETTENCOURT L M A, LOBO J, HELBING D, et al. Growth, innovation, scaling, and the pace of life in cities[J]. Proceedings of the National Academy of Sciences of the United States of America, 2007, 104(17):7301-7306. [26] SAMANIEGO H, MOSES M E. Cities as organisms:allometric scaling of urban road networks[J]. Journal of Transport and Land Use, 2008, 1(1):21-39. [27] TÖPFER F, PILLEWIZER W. The principles of selection[J]. The Cartographic Journal, 1966, 3(1):10-16. [28] 维克托·迈尔·舍恩伯格,肯尼思·库克耶.大数据时代:生活、工作与思维的大变革[M].盛杨燕,周涛,译.杭州:浙江人民出版社, 2013. SCHONBERGER V M, CUKIER K. Big data:a revolution that will transform how we live, work and think[M]. SHENG Yangyan, ZHOU Tao, Trans. Hangzhou:Zhejiang People's Publishing House, 2013. [29] ZIKOPOULOS P, EATON C. Understanding big data:analytics for enterprise class hadoop and streaming data[M]. New York:McGraw-Hill Education, 2012. [30] 王家耀,李志林,武芳.数字地图综合进展[M].北京:科学出版社, 2011. WANG Jiayao, LI Zhilin, WU Fang. Advances in digital map generalization[M]. Beijing:Science Press, 2011. [31] 熊礼阳,汤国安,杨昕,等.面向地貌学本源的数字地形分析研究进展与展望[J].地理学报, 2021, 76(3):595-611. XIONG Liyang, TANG Guoan, YANG Xin, et al. Geomorphology-oriented digital terrain analysis:progress and perspectives[J]. Acta Geographica Sinica, 2021, 76(3):595-611. [32] 李精忠,艾廷华,王洪.一种基于谷地填充的DEM综合方法[J].测绘学报, 2009, 38(3):272-275. LI Jingzhong, AI Tinghua, WANG Hong. The DEM generalization based on the filling valley coverage[J]. Acta Geodaetica et Cartographica Sinica, 2009, 38(3):272-275. [33] 张良培,沈焕锋.遥感数据融合的进展与前瞻[J].遥感学报, 2016, 20(5):1050-1061. ZHANG Liangpei, SHEN Huanfeng. Progress and future of remote sensing data fusion[J]. Journal of Remote Sensing, 2016, 20(5):1050-1061. [34] 艾廷华,郭仁忠.基于格式塔识别原则挖掘空间分布模式[J].测绘学报, 2007, 36(3):302-308. AI Tinghua, GUO Renzhong. Polygon cluster pattern mining based on gestalt principles[J]. Acta Geodaetica et Cartographica Sinica, 2007, 36(3):302-308. [35] 钱海忠,武芳,郭健,等.基于制图综合知识的空间数据检查[J].测绘学报, 2006, 35(2):184-190. QIAN Haizhong, WU Fang, GUO Jian, et al. Spatial data checking with generalization knowledge[J]. Acta Geodaetica et Cartographica Sinica, 2006, 35(2):184-190. [36] 武芳,巩现勇,杜佳威.地图制图综合回顾与前望[J].测绘学报, 2017, 46(10):1645-1664. DOI:10.11947/j.AGCS.2017.20170287. WU Fang, GONG Xianyong, DU Jiawei. Overview of the research progress in automated map generalization[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(10):1645-1664. DOI:10.11947/j.AGCS.2017.20170287. [37] SESTER M, FENG Y, THIEMANN F. Building generalization using deep learning[C]//Proceedings of the International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Delft, The Netherlands:ISPRS, 2018:565-572. [38] YANG Min, YUAN Tuo, YAN Xiongfeng, et al. A hybrid approach to building simplification with an evaluator from a backpropagation neural network[J]. International Journal of Geographical Information Science, 2022, 36(2):280-309. [39] TOUYA G, ZHANG Xiang, LOKHAT I. Is deep learning the new agent for map generalization?[J]. International Journal of Cartography, 2019, 5(2-3):142-157. [40] COURTIAL A, EL AYEDI A, TOUYA G, et al. Exploring the potential of deep learning segmentation for mountain roads generalisation[J]. ISPRS International Journal of Geo-Information, 2020, 9(5):338. [41] YAN Xiongfeng, AI Tinghua, YANG Min, et al. Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps[J]. International Journal of Geographical Information Science, 2021, 35(3):490-512. [42] YAN Xiongfeng, AI Tinghua, YANG Min, et al. A graph convolutional neural network for classification of building patterns using spatial vector data[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2019, 150:259-273. [43] FONSECA F T, EGENHOFER M J, AGOURIS P, et al. Using ontologies for integrated geographic information systems[J]. Transactions in GIS, 2022, 6(3):231-257. [44] 塔娜,柴彦威.行为地理学的学科定位与前沿方向[J].地理科学进展, 2022, 41(1):1-15. TA Na, CHAI Yanwei. Disciplinary position and research frontiers of behavioral geography[J]. Progress in Geography, 2022, 41(1):1-15. [45] 信睿,艾廷华,晏雄锋,等.相似性度量支持下的隐喻地图轮廓设计[J].武汉大学学报(信息科学版), 2019, 44(4):625-632. XIN Rui, AI Tinghua, YAN Xiongfeng, et al. Similarity measurement-based outline design of metaphor map[J]. Geomatics and Information Science of Wuhan University, 2019, 44(4):625-632. [46] 信睿,艾廷华,何亚坤. Gosper地图的非空间层次数据隐喻表达与分析[J].测绘学报, 2017, 46(12):2006-2015. DOI:10.11947/j.AGCS.2017.20160596. XIN Rui, AI Tinghua, HE Yakun. Visualisation and analysis of non-spatial hierarchical data of Gosper map[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(12):2006-2015. DOI:10.11947/j.AGCS.2017.20160596. [47] RODRIGUEZ M A, EGENHOFER M J. Determining semantic similarity among entity classes from different ontologies[J]. IEEE Transactions on Knowledge and Data Engineering, 2003, 15(2):442-456. [48] EGENHOFER M J, MARK D M. Modelling conceptual neighbourhoods of topological line-region relations[J]. International Journal of Geographical Information Systems, 1995, 9(5):555-565. [49] EGENHOFER M J, FRANZOSA R D. Point-set topological spatial relations[J]. International Journal of Geographical Information Systems, 1991, 5(2):161-174. [50] FRANK A U. Qualitative spatial reasoning:cardinal directions as an example[J]. International Journal of Geographical Information Systems, 1996, 10(3):269-290. [51] 艾廷华.适宜空间认知结果表达的地图形式[J].遥感学报, 2008, 12(2):347-354. AI Tinghua. Maps adaptable to represent spatial cognition[J]. Journal of Remote Sensing, 2008, 12(2):347-354. [52] HERNÁNDEZ D, CLEMENTINI E, DE FELICE P. Qualitative distances[C]//Proceedings of the International Conference on Spatial Information Theory. Semmering, Austria:Springer, 1995:45-57. |
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