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商品描述
Geospatial data is hard to ignore. Nearly every car, phone, or camera has a GPS sensor, and aerial photos, satellite imagery, and data representing political boundaries, roads, rivers, and streams are available for free download from many websites. Geoprocessing is the science of reading, analyzing, and presenting geospatial data programmatically. The Python language, along with dozens of open source libraries and tools, makes it possible to take on professional geoprocessing tasks without investing in expensive proprietary packages like ArcGIS and MapInfo.
Geoprocessing with Python teaches how to use the Python programming language along with free and open source tools to read, write, and process geospatial data. It shows how to access available data sets to make maps or perform analyses using free and open source tools like the GDAL, Shapely, and Fiona Python modules. Readers will master core practices like handling multiple vector file formats, editing and manipulating geometries, applying spatial and attribute filters, working with projections, and performing basic analyses on vector data. They'll also learn how to create geospatial data, rather than just consuming it. The book also covers how to manipulate and analyze raster data, such as aerial photographs, satellite images, and digital elevation models.
Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.
商品描述(中文翻譯)
地理空間數據是不容忽視的。幾乎每輛汽車、手機或相機都配備了GPS感應器,而航空照片、衛星影像以及代表政治邊界、道路、河流和溪流的數據可以從許多網站免費下載。地理處理是通過編程方式讀取、分析和呈現地理空間數據的科學。Python語言以及數十個開源庫和工具使得在不投資昂貴的專有軟件包(如ArcGIS和MapInfo)的情況下進行專業地理處理任務成為可能。
《使用Python進行地理處理》教授如何使用Python編程語言以及免費和開源工具來讀取、寫入和處理地理空間數據。它展示了如何使用GDAL、Shapely和Fiona等Python模塊的免費和開源工具來訪問可用的數據集,製作地圖或使用這些工具進行分析。讀者將掌握處理多種矢量文件格式、編輯和操作幾何圖形、應用空間和屬性過濾器、處理投影以及對矢量數據進行基本分析等核心實踐。他們還將學習如何創建地理空間數據,而不僅僅是使用它。該書還介紹了如何操作和分析光柵數據,例如航空照片、衛星影像和數字高程模型。
購買印刷版書籍還包括Manning Publications提供的PDF、Kindle和ePub格式的免費電子書。