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中国计算机科学评论 :《Python与开源GIS——— 数据处理、空间分析与地图制图》书评

  • 2026-06-30 01:38:38
中国计算机科学评论 :《Python与开源GIS——— 数据处理、空间分析与地图制图》书评

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《Python与开源GIS——— 数据处理、空间分析与地图制图》书评

中国计算机科学评论  2025年第3卷第3期

张婧涵1, 盛双庆2,*

1. 南宁师范大学, 南宁 530100
2. 中国农业大学, 北京 100193

摘要

开源GIS软件体系与Python语言的快速发展, 为地理信息科学和地学研究提供了高效、灵活的技术路线, 但系统梳理二者结合的中文教材仍相对匮乏。《Python与开源GIS———数据处理、空间分析与地图制图》一书[1], 以Python为主线, 系统整合GDAL/OGR、PROJ. 4、Shapely、SpatiaLite、Mapnik、Basemap、GeoPandas、Folium 等开源工具, 构建了从空间数据模型、栅格与矢量数据处理、坐标参考与空间分析, 到空间数据库与地图制图的完整知识体系, 并配套网站、源代码和虚拟机镜像等开放资源。本文在梳理全书结构和主要内容的基础上, 从理论基础、技术方法、应用实践三个层面评述其特色与贡献, 指出该书在工具链完整性、案例可操作性和教学适配性方面具有显著优势, 同时也在新技术覆盖和应用场景拓展方面留有进一步完善空间, 为后续Python开源GIS教材的编写与更新提供借鉴。

Abstract

The rapid development of open-source GIS software and the Python language offers an efficient and flexible technical pathway for geographic information science and Earth science research. However, systematic Chinese textbooks that comprehensively integrate the two are still relatively scarce. The book Python and Open-Source GIS: Data Processing, Spatial Analysis and Cartographic Visualization takes Python as the main thread and systematically integrates a suite of open-source tools such as GDAL/OGR, PROJ. 4, Shapely, SpatiaLite, Mapnik, Basemap, GeoPandas, and Folium. It builds a complete knowledge system covering spatial data models, raster and vector data processing, coordinate reference systems and spatial analysis, as well as spatial databases and cartographic visualization, and it is supported by a companion website, source code, and virtual machine images. On the basis of reviewing the overall structure and main contents of the book, this paper evaluates its features and contributions from three perspectives: theoretical foundations, technical methods, and practical applications. It points out that the book has significant advantages in terms of tool chain completeness, case operability, and suitability for teaching, while there is still room for improvement in its coverage of emerging technologies and extended application scenarios. The review thus provides a useful reference for the compilation and updating of subsequent Pythonbased open-source GIS textbooks.  

关键词:Pytho, 开源GIS, 空间数据处理, 空间分析, 地图制图

◾ Keywords:Python, open-source GIS, spatial data processing, spatial analysis, cartography

◾ 文章类型:书 评

◾ DOI:10.48014/ccsr.20251206002

◾ 收稿日期:2025-09-06

◾ 接收日期:2025-09-12

◾ 出版日期:2025-09-28

◾ 引用本文:张婧涵, 盛双庆. 《Python与开源GIS———数据处理、空间分析与地图制图》书评[J]. 中国计算机科学评论, 2025, 3(3): 9-15.

◾ Citation:ZHANG Jinghan, SHENG Shuangqing. Book review of Python and Open-Source GIS: Data Processing, Spatial Analysis and Cartographic Visualization[J]. Chinese Computer Sciences Review, 2025, 3(3): 9-15.

◾ 原文链接:

http://doi.org/10.48014/ccsr.20251206002

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  1. CONNECT:[ UseTime:0.000798s ] mysql:host=127.0.0.1;port=3306;dbname=f_mffb;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001363s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000605s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.006248s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.000622s ]
  6. SELECT * FROM `set` [ RunTime:0.000611s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.000532s ]
  8. SELECT * FROM `article` WHERE `id` = 501317 LIMIT 1 [ RunTime:0.045158s ]
  9. UPDATE `article` SET `lasttime` = 1783045936 WHERE `id` = 501317 [ RunTime:0.018515s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 66 LIMIT 1 [ RunTime:0.001533s ]
  11. SELECT * FROM `article` WHERE `id` < 501317 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.028574s ]
  12. SELECT * FROM `article` WHERE `id` > 501317 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.004531s ]
  13. SELECT * FROM `article` WHERE `id` < 501317 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.073056s ]
  14. SELECT * FROM `article` WHERE `id` < 501317 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.073146s ]
  15. SELECT * FROM `article` WHERE `id` < 501317 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.037166s ]
0.435132s