Python开发GIS的应用组件包
2016-07-30 23:09
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Library name | Description | Reason to install | |
NumPy | This adds support for large multidimensional arrays and matrices | It is a requirement for many other libraries | |
pyproj | This handles projections | It transforms projections | (应用PROJ.4进行投影操作) |
shapely | This handles geospatial operations | It performs fast geometry manipulations and operations | (应用GEOS进行图形操作) |
matplotlib | This plots libraries | It provides a quick visualization of results | |
descartes | This uses Shapely or GeoJSON objects as matplotlib paths and patches | It speedily plots geo-data | 作为matplotlib与Shapely 和 GeoJSON之间的连接桥梁 |
pandas | This provides high-performance data structures and data analysis | It performs data manipulation, CSV creation, and data manipulation | |
SciPy | This provides a collection of Python libraries for scientific computing | It has the best collection of necessary tools | |
PySAL | This contains a geospatial analysis library | It performs a plethora of spatial operations (optional) | (进行空间分析操作) |
IPython | This provides interactive Python computing | It is a helpful notebook to store and save your scripts (optional) | |
Django | This contains a web application framework | It is used for our demo web application , Web Analysis with GeoDjango | |
pyshp | This provides pure Python shapefile manipulation and generation | It helps input and output shapefiles | (对ShapeFile格式的数据进行操作) |
GeoJSON | This contains the JSON format for spatial data | It facilitates the exchange and publication of this format | (对GeoJSON格式的数据进行操作) |
PostgreSQL | This is a relational database | It helps store spatial data | |
PostGIS | This is the spatial extension to PostgreSQL | It stores and performs spatial operations on geographic data in PostgreSQL | |
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