Python for Geographic Information System (GIS)培训

课程编码

pygis

课程时长

21 小时 通常来说是3天,包括中间休息。

要求

A prior experience with Python for Machine Learning and with the libraries like pandas, matplotlib is highly recommended.

课程概览

地理信息系统( GIS )是一种旨在捕获,存储,操纵,分析,管理和呈现空间或地理数据的系统。缩略词GIS有时用于地理信息科学( GIS科学),指的是研究地理信息系统的学科,是更广泛的地理信息学学科的一个大领域。

在过去的二十年中, PythonGIS的使用大大增加,特别是在2000年引入了Python 2.0系列,其中包括许多新的编程功能,使语言更容易部署。从那时起, Python不仅被用于商业GIS例如Esri的产品,还被用于开源平台,包括作为Q GIS和GRASS的一部分。事实上,今天的Python是迄今为止GIS用户和程序员使用最广泛的语言。

该程序涵盖了Python及其高级库(如geopandas,pysal,bokeh和osmnx)的使用,以实现您自己的GIS功能。该程序还包括围绕Arc GIS API和Q GIS toolboox的入门模块。

Machine Translated

课程大纲

  • Introduction to GIS

  • Installation and Required Packages

  • Introduction to Shapely for Geometric Objects

  • Intro to Pandas and GeoPandas

  • Managing maps and Projections

  • Geocoding and ArcGIS API

  • Geocoding Point in Polygons with GeoPandas

  • Spatial join

  • Data Classification; pysal map classifier

  • Overlay Analysis

  • Aggregating spatial data

  • Geometries simplifications

  • Visualization with Bokeh

    • Static and Interactive Maps

  • Using GIS Applications

    • ArcGIS API usage and processing toolbox

    • Python in QGIS; Processing toolbox & graphical modeller

    • Creating own processing toolbox;

  • Network Analysis and OpenStreetMap

    • Downloading and working with OpenStreetMap data; Osmnx

    • Network analysis in Python; Networkx; Osmnx;

  • Conclusion

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