| Installation d’un environnement Python pour Windows avec Anaconda et VSCodium | https://riatecom.github.io/Formation-Python-OFB/installation.html |
| Python | https://www.python.org/ |
| CPython | https://github.com/python/cpython |
| Anaconda | https://anaconda.org/ |
| anaconda.org | https://anaconda.org |
| Spyder | https://www.spyder-ide.org/ |
| PyCharm | https://www.jetbrains.com/pycharm/ |
| Jupyter Lab | https://jupyter.org/ |
| Visual Studio Code | https://code.visualstudio.com/ |
| Modules de la bibliothèque standard | https://docs.python.org/3/library/index.html |
| PyPI | https://pypi.org/ |
| conda-forge | https://conda-forge.org/ |
| Documentation Matplotlib | https://matplotlib.org/stable/api/index |
| Documentation pandas | https://pandas.pydata.org/docs/reference/index.html#api |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-10 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-11 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-12 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-13 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-14 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-15 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-16 |
| https://riatecom.github.io/Formation-Python-OFB/#cb1-17 |
| https://riatecom.github.io/Formation-Python-OFB/#cb3-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb3-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb3-3 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb3-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb3-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb3-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb5-1 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb7-3 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb7-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb7-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb7-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb7-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb7-9 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb30-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb32-1 |
| Documentation officielle : string — Opérations usuelles sur des chaînes | https://docs.python.org/fr/3/library/string.html |
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| Wikipedia:Altitude#Adaptations_physiologiques_et_réponses_physiopathologiques_du_corps_humain | https://fr.wikipedia.org/wiki/Altitude#Adaptations_physiologiques_et_r%C3%A9ponses_physiopathologiques_du_corps_humain |
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| https://riatecom.github.io/Formation-Python-OFB/#cb145-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-10 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-11 |
| https://riatecom.github.io/Formation-Python-OFB/#cb145-12 |
| pandas | https://pandas.pydata.org/ |
| NumPy | https://numpy.org/ |
| https://riatecom.github.io/Formation-Python-OFB/#cb146-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb146-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb146-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb147-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb148-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb150-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb151-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb152-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb152-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb152-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb152-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb152-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb153-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb153-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb153-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb153-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb154-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb154-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb154-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb155-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb156-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb158-1 |
| NumPy | https://numpy.org/ |
| notebook sur NumPy | https://riatecom.github.io/Formation-Python-OFB/notebooks/ExempleNumpy.html |
| SciPy | https://www.scipy.org/ |
| Matplotlib | https://matplotlib.org/ |
| Scikit-learn | https://scikit-learn.org/ |
| Statsmodels | https://www.statsmodels.org/ |
| Seaborn | https://seaborn.pydata.org/ |
| Plotly | https://plotly.com/python/ |
| Bindings Python de GDAL/OGR | https://gdal.org/api/python_bindings.html |
| GDAL/OGR contributors, 2022 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Fiona | https://fiona.readthedocs.io/en/stable/ |
| Gillies, Buffat, et al., 2023 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Shapely | https://shapely.readthedocs.io/ |
| Gillies, Wel, et al., 2023 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| GEOS | https://github.com/libgeos/geos |
| GEOS contributors, 2021 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Pyproj | https://pyproj4.github.io/pyproj |
| Snow, Whitaker, et al., 2023 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| PROJ | https://proj.org/ |
| PROJ contributors, 2021 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Geopandas | https://geopandas.org/ |
| Jordahl et al., 2020 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| pandas | https://pandas.pydata.org/ |
| The pandas development team, s. d. | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Import et lecture | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-1 |
| Affichage | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-2 |
| SCR | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-3 |
| Affichage avec fond de carte | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-4 |
| Centroide | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-5 |
| Boundary | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-6 |
| Zone tampon | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-7 |
| Aggrégation | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-8 |
| Intersection | https://riatecom.github.io/Formation-Python-OFB/#tabset-1-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb159-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb159-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb159-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb160-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb162-1 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb167-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb169-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb171-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb172-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb172-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb174-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb174-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb174-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb176-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb176-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb176-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb176-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb177-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb177-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb177-3 |
| notebook correspondant | https://riatecom.github.io/Formation-Python-OFB/notebooks/geopandas-rasterio-demo.html |
| Rasterio | https://rasterio.readthedocs.io/ |
| Gillies et al., 2013 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Rasterstats | https://pythonhosted.org/rasterstats/ |
| xarray | https://docs.xarray.dev/en/stable/ |
| Hoyer et al., s. d. | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| rioxarray | https://corteva.github.io/rioxarray/ |
| Snow, Brochart, et al., 2023 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| https://riatecom.github.io/Formation-Python-OFB/#cb179-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb179-2 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb179-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb180-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb180-2 |
| Import et lecture | https://riatecom.github.io/Formation-Python-OFB/#tabset-2-1 |
| Complétion des valeurs manquantes | https://riatecom.github.io/Formation-Python-OFB/#tabset-2-2 |
| Affichage | https://riatecom.github.io/Formation-Python-OFB/#tabset-2-3 |
| SCR | https://riatecom.github.io/Formation-Python-OFB/#tabset-2-4 |
| Découpage | https://riatecom.github.io/Formation-Python-OFB/#tabset-2-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb182-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb182-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb182-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb182-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb183-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb184-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb184-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb184-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb184-4 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb184-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb184-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb186-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb188-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb189-1 |
| PySAL | https://pysal.org/ |
| 2007 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| esda | https://pysal.org/esda/ |
| giddy | https://pysal.org/giddy/ |
| inequality | https://inequality.readthedocs.io/en/latest/ |
| pointpats | https://pysal.org/pointpats/ |
| segregation | https://pysal.org/segregation/ |
| momepy | https://docs.momepy.org/en/stable/ |
| mgwr | https://mgwr.readthedocs.io/en/latest/ |
| spglm | https://spglm.readthedocs.io/en/latest/ |
| spint | https://spint.readthedocs.io/en/latest/ |
| spreg | https://spreg.readthedocs.io/en/latest/ |
| spvcm | https://github.com/pysal/spvcm |
| tobler | https://pysal.org/tobler/ |
| access | https://pysal.org/access/ |
| spopt | https://pysal.org/spopt/ |
| GRASS | https://grass.osgeo.org/grass82/manuals/libpython/index.html |
| Source | https://grass.osgeo.org/news/2022_06_05_results_student_grant_caitlin/ |
| Iris | https://scitools-iris.readthedocs.io/en/stable/ |
| cartopy | https://scitools.org.uk/cartopy/docs/latest/ |
| geoplot | https://residentmario.github.io/geoplot/ |
| PyGMT | https://www.pygmt.org/latest/ |
| geoviews | https://geoviews.org/ |
| https://github.com/sacridini/Awesome-Geospatial#python | https://github.com/sacridini/Awesome-Geospatial#python |
| Scikit-learn | https://scikit-learn.org/ |
| documentation très détaillée | https://scikit-learn.org/stable/tutorial/basic/tutorial.html |
| TensorFlow | https://www.tensorflow.org/ |
| PyTorch | https://pytorch.org/ |
| ce tutoriel | https://www.tensorflow.org/tutorials/quickstart/beginner |
| Keras | https://keras.io/ |
| Beautiful Soup | https://www.crummy.com/software/BeautifulSoup/bs4/doc/ |
| Selenium | https://www.selenium.dev/ |
| Scrapy | https://scrapy.org/ |
| Django | https://www.djangoproject.com/ |
| Flask | https://flask.palletsprojects.com/ |
| FastAPI | https://fastapi.tiangolo.com/ |
| Dash | https://dash.plotly.com/ |
| Streamlit | https://streamlit.io/ |
| Gradio | https://www.gradio.app/ |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-10 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-11 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-12 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb190-15 |
| https://riatecom.github.io/Formation-Python-OFB/#cb190-16 |
| Gradio | https://www.gradio.app/ |
| PyQt | https://riverbankcomputing.com/software/pyqt/ |
| PySide | https://wiki.qt.io/PySide |
| Kivy | https://kivy.org/ |
| PySimpleGUI | https://pysimplegui.readthedocs.io/ |
| Exemple en ligne | https://pysimplegui.trinket.io/demo-programs#/demo-programs/intro-to-this-page |
| la documentation | https://inkscape.org/fr/developper/extensions/ |
| Le tutoriel de la documentation officielle | https://docs.python.org/fr/3/tutorial/ |
| Le MOOC “Python : des fondamentaux aux concepts avancés du langage” de l’Université Côte d’Azur (6 semaines + semaines optionnelles, dont une semaine “écosystème data-science”) | https://www.fun-mooc.fr/fr/cours/python-3-des-fondamentaux-aux-concepts-avances-du-langage/ |
| “Recherche reproductible : principes méthodologiques pour une science transparente” | https://www.fun-mooc.fr/fr/cours/recherche-reproductible-principes-methodologiques-pour-une-science-transparente/ |
| Openclassrooms - Apprenez les bases du langage Python | https://openclassrooms.com/fr/courses/7168871-apprenez-les-bases-du-langage-python |
| Cours “Geo-Python” (en anglais - présente les bases de la programmation en Python pour l’analyse de données, avec une coloration géospatiale et sans nécessiter de connaissances préalables) | https://geo-python-site.readthedocs.io/en/latest/ |
| Cours “Introduction à la programmation Python pour la biologie” (en français) | https://python.sdv.univ-paris-diderot.fr/ |
| Livre gratuit “Geocomputation with Python” (en anglais) | https://py.geocompx.org/ |
| Dorman et al., 2022 | https://riatecom.github.io/Formation-Python-OFB/#/références-bibliographiques |
| Cours “Automating GIS processes” (en anglais) | https://autogis-site.readthedocs.io/en/latest/ |
| Cours “Use Data for Earth and Environmental Science in Open Source Python” (en anglais) | https://www.earthdatascience.org/courses/use-data-open-source-python/ |
| Livre gratuit “Geographic Data Science with Python” (en anglais) | https://geographicdata.science/book/intro.html |
| Python | https://marketplace.visualstudio.com/items?itemName=ms-python.python |
| Jupyter | https://marketplace.visualstudio.com/items?itemName=ms-toolsai.jupyter |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-6 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-7 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-8 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb192-10 |
| ogc-web-services.ipynb | https://riatecom.github.io/Formation-Python-OFB/notebooks/ogc-web-services.ipynb |
| data.zip | https://riatecom.github.io/Formation-Python-OFB/data/data-notebook.zip |
| geopandas-rasterio.ipynb | https://riatecom.github.io/Formation-Python-OFB/notebooks/geopandas-rasterio.ipynb |
| documentation | https://qgis.org/pyqgis/master/ |
| https://riatecom.github.io/Formation-Python-OFB/#cb193-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb193-2 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb198-1 |
| https://docs.qgis.org/latest/en/docs/user_manual/processing_algs/qgis/vectorgeometry.html#voronoi-polygons | https://docs.qgis.org/latest/en/docs/user_manual/processing_algs/qgis/vectorgeometry.html#voronoi-polygons |
| https://riatecom.github.io/Formation-Python-OFB/#cb199-1 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb199-13 |
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| exemple dans la documentation | https://docs.qgis.org/3.28/en/docs/user_manual/processing/scripts.html#the-alg-decorator |
| https://riatecom.github.io/Formation-Python-OFB/#cb200-1 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb200-4 |
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| QGIS Python Plugins Repository | https://plugins.qgis.org/ |
| PyQGIS developer cookbook (documentation officielle) | https://docs.qgis.org/latest/en/docs/pyqgis_developer_cookbook/index.html |
| PyQGIS API documentation (documentation officielle) | https://qgis.org/pyqgis/master/ |
| TP Python pour QGIS (TP de 12h donné en Licence Pro.) | https://mthh.github.io/TP_PythonQGIS/ |
| QGIS tutorials - Rubrique “Python Scripting (PyQGIS)” | https://www.qgistutorials.com/ |
| données d’exemple | https://riatecom.github.io/Formation-Python-OFB/data/data-qgis.zip |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-1 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-2 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-3 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-4 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-5 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-6 |
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| https://riatecom.github.io/Formation-Python-OFB/#cb201-9 |
| https://riatecom.github.io/Formation-Python-OFB/#cb201-10 |
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| données d’exemple | https://riatecom.github.io/Formation-Python-OFB/data/data-qgis.zip |
| GitHub | https://github.com/semiautomaticgit/SemiAutomaticClassificationPlugin/ |
| Correction | https://riatecom.github.io/Formation-Python-OFB/corrections/ex1.py |
| Notebook | https://riatecom.github.io/Formation-Python-OFB/notebooks/ogc-web-services-solution.ipynb |
| Version HTML | https://riatecom.github.io/Formation-Python-OFB/notebooks/ogc-web-services-solution.html |
| Correction | https://riatecom.github.io/Formation-Python-OFB/notebooks/geopandas-rasterio-solution.ipynb |
| Version HTML | https://riatecom.github.io/Formation-Python-OFB/notebooks/geopandas-rasterio-solution.html |
| Correction | https://riatecom.github.io/Formation-Python-OFB/corrections/qgis-ex1.py |
| Correction | https://riatecom.github.io/Formation-Python-OFB/corrections/qgis-ex2.py |
| https://py.geocompx.org/ | https://py.geocompx.org/ |
| https://doi.org/10.5281/zenodo.5884351 | https://doi.org/10.5281/zenodo.5884351 |
| https://libgeos.org/ | https://libgeos.org/ |
| https://github.com/rasterio/rasterio | https://github.com/rasterio/rasterio |
| https://github.com/Toblerity/Fiona | https://github.com/Toblerity/Fiona |
| https://doi.org/10.5281/zenodo.5597138 | https://doi.org/10.5281/zenodo.5597138 |
| https://doi.org/10.5281/zenodo.598201 | https://doi.org/10.5281/zenodo.598201 |
| https://doi.org/10.5281/zenodo.3946761 | https://doi.org/10.5281/zenodo.3946761 |
| https://proj.org/ | https://proj.org/ |
| https://doi.org/10.5281/zenodo.7829704 | https://doi.org/10.5281/zenodo.7829704 |
| https://doi.org/10.5281/zenodo.7776548 | https://doi.org/10.5281/zenodo.7776548 |
| https://github.com/pandas-dev/pandas | https://github.com/pandas-dev/pandas |
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