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所在平台: Udemy |
课程主页: https://www.udemy.com/course/geospatial-analysis-with-python-vector-data/
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**课程名称：** Geospatial Analysis With Python (Vector Data) **课程概览：** 本课程是为希望学习使用Python进行GIS和地理空间分析的初学者设计的入门级课程。课程将涵盖GeoPandas的基础知识，并结合Matplotlib、Shapely和Fiona进行介绍，重点在于使用Python进行矢量数据分析。与传统的GIS软件分析不同，本课程将通过GeoPandas这一开源项目，让Python成为您进行地理空间分析的新工具。GeoPandas是Pandas库的扩展，专注于地理数据处理，使在Python中处理地理空间数据更加便捷。 **学习内容：** * 地理空间数据与GeoPandas简介 * Google ColabHands-on 实践 * GeoPandas安装 * 使用GeoPandas读取矢量数据 * 使用GeoPandas读取元数据 * 使用GeoPandas和Matplotlib进行地图可视化 * 数据写入操作 * 在Python GeoPandas中处理属性数据 * 在Python GeoPandas中处理几何对象 * 使用Fiona创建Python Web地图 **核心技术介绍：** * **GeoPandas：** 一个开源项目，旨在简化Python下的地理空间数据处理。它扩展了Pandas的数据类型，允许对几何类型进行空间操作。几何操作功能由Shapely提供支持。GeoPandas还依赖Fiona进行文件访问，以及Matplotlib进行绘图。 * **Matplotlib：** 一个用于Python编程语言及其数值计算扩展NumPy的绘图库。它提供了一个面向对象的API，可以将图表嵌入到使用Tkinter、wxPython、Qt或GTK等通用GUI工具包的应用程序中。 **注意：** 本课程仅专注于矢量数据分析，不涉及栅格数据。
This "Geospatial Analysis With Python" is a beginner's course for those who want to learn the use of python for gis and geospatial analysis. This course will cover the basics of geopandas for beginners for geospatial analysis, matplotlib, and shapely along with Fiona. We will only do vector data analysis using python in this course. You all might have known about GIS analysis with different software but this is a new approach to using python for gis analysis using geopandas library. GeoPandas is an open-source project to make working with geospatial data in python easier. It can extend the way we have been using pandas with specialty in geodata.You will learn the following topics in this course:Introduction to geospatial data and geopandasHands on google collab Geopandas Installation Reading Vector Data Using Geopandas Reading Meta Data Using Geopandas Map Visualization using geopandas and matplotlib Writing Data Working with attribute data in python geopandas Working with geometry in python geopandas Web Map In Python Using FionaLets get deep into the topics:Geopandas: GeoPandas is an open source project to make working with geospatial data in python easier. GeoPandas extends the datatypes used by pandas to allow spatial operations on geometric types. Geometric operations are performed by shapely. Geopandas further depends on fiona for file access and matplotlib for plotting.Matplotlib: Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension NumPy. It provides an object-oriented API for embedding plots into applications using general-purpose GUI toolkits like Tkinter, wxPython, Qt, or GTK.
