python-for-geospatial-data-analysis
所属分类：文章/文档
开发工具：Jupyter Notebook
文件大小：19766KB
下载次数：0
上传日期：2021-03-19 06:43:15
上 传 者：
sh-1993
说明： 这包括简短和极简主义的几节课，涵盖地理空间Python编程语言的基本原理...
(This includes short and minimalistic few sessions covering fundamentals of Python programing language for geospatial data analysis.)
文件列表:
Chapter 0 (0, 2021-03-19)
Chapter 0\Installation.pdf (1544300, 2021-03-19)
Chapter 1 (0, 2021-03-19)
Chapter 1\C1S1 - Fundamentals of Python.ipynb (9113, 2021-03-19)
Chapter 1\C1S2 - Built-in Data Structures.ipynb (12799, 2021-03-19)
Chapter 1\C1S3 - Control Program Flow.ipynb (8554, 2021-03-19)
Chapter 1\C1S4 - Functions and Libraries.ipynb (5702, 2021-03-19)
Chapter 2 (0, 2021-03-19)
Chapter 2\C2S1 - Matrix (Images) in Python.ipynb (15203, 2021-03-19)
Chapter 2\C2S2 - Geo Referenced Images in Python.ipynb (13719, 2021-03-19)
Chapter 2\C2S4 - Analysis - Raster Operations (Case Studies).ipynb (434619, 2021-03-19)
Chapter 2\data (0, 2021-03-19)
Chapter 2\data\MODIS_18Dec17_NIR.tif (22810, 2021-03-19)
Chapter 2\data\MODIS_18Dec17_RED.tif (23436, 2021-03-19)
Chapter 2\data\MODIS_18Nov02_NIR.tif (19650, 2021-03-19)
Chapter 2\data\MODIS_18Nov02_RED.tif (17981, 2021-03-19)
Chapter 2\data\srtm_57_08_1.tif (18036395, 2021-03-19)
Chapter 3 (0, 2021-03-19)
Chapter 3\C3S2 - Working with Attribute Table .ipynb (31482, 2021-03-19)
Chapter 3\C3S3 - Working with Geometries (Vector Operations).ipynb (91769, 2021-03-19)
Chapter 3\data (0, 2021-03-19)
Chapter 3\data\LAO_adm1.cpg (9, 2021-03-19)
Chapter 3\data\LAO_adm1.dbf (4304, 2021-03-19)
Chapter 3\data\LAO_adm1.prj (145, 2021-03-19)
Chapter 3\data\LAO_adm1.sbn (300, 2021-03-19)
Chapter 3\data\LAO_adm1.sbx (132, 2021-03-19)
Chapter 3\data\LAO_adm1.shp (1139996, 2021-03-19)
Chapter 3\data\LAO_adm1.shx (244, 2021-03-19)
Chapter 3\data\LAO_airports.dbf (776, 2021-03-19)
Chapter 3\data\LAO_airports.prj (145, 2021-03-19)
Chapter 3\data\LAO_airports.sbn (300, 2021-03-19)
Chapter 3\data\LAO_airports.sbx (124, 2021-03-19)
Chapter 3\data\LAO_airports.shp (632, 2021-03-19)
Chapter 3\data\LAO_airports.shp.xml (895, 2021-03-19)
Chapter 3\data\LAO_airports.shx (252, 2021-03-19)
Chapter 3\data\LAO_roads.dbf (553514, 2021-03-19)
Chapter 3\data\LAO_roads.prj (145, 2021-03-19)
... ...
# Python for Geospatial Data Analysis
## Introduction
This includes short and minimalistic few sessions covering fundamentals of Python programing language for geospatial data analysis including vector and raster data.
Each chapter includes several Python Jupyter Notebooks with example codes. And data used in example codes are also included in chapter folders.
## Libraries Used
* numpy
* gdal
* matplotlib
* geopandas
## Content
Content of this tutorial is as follows,
* Chapter 0 - Installation
* Chapter 1 - Introduction of Python
* Session 1.1 - Fundamentals of Python
* Session 1.2 - Built-in Data Structures
* Session 1.3 - Control Program Flow
* Session 1.4 - Functions and Libraries
* Chapter 2 - Working with Raster Data in Python
* Session 2.1 - Matrix (Images) in Python
* Session 2.2 - Geo Referenced Images in Python
* Session 2.3 - Plotting, Visualizations in Python
* Session 2.4 - Analysis - Raster Operations (Case Studies)
* Chapter 3 - Working with Vector Data in Python
* Session 3.1 - Read, Write and Visualize Shapefiles
* Session 3.2 - Working with Attribute Table
* Session 3.3 - Working with Geometries (Vector Operations)
## Acknowledgements
Created by [N. Lakmal Deshapriya](https://github.com/lakmalnd) for activites of Geoinformatics Center of Asian Institute of Technology, Thailand.
## References for Sample Data Used
* Farr, T. G., et al. (2007), The Shuttle Radar Topography Mission, Rev. Geophys., 45, RG2004, doi:10.1029/2005RG000183.
* Hijmans, R.J., Guarino, L., Jarvis, A., OBrien, R., Mathur, P., Bussink, C., Cruz, M., Barrantes, I. & Rojas, E. DIVA-GIS. Available at: www.diva-gis.org
* Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment.
近期下载者：
相关文件：
收藏者：