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Top 23 Python Gi Projects
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I'm running Linux. I've already tried to run sudo apt -y install python3-numpy as suggested here and tried to install numpy using blender's python console and import pip pip.main.... it's saying everything is installed, but I still cannot enable addon either run import numpy in console. Please ask me if you need more technical details.
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osmnx
OSMnx is a Python package to easily download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
Project mention: Urban spatial order: street network orientation, configuration, and entropy | news.ycombinator.com | 2024-06-16 -
geemap
A Python package for interactive geospatial analysis and visualization with Google Earth Engine.
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leafmap
A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment
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mesa
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors. (by projectmesa)
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Project mention: Building a Dynamic Tile Server Using Cloud Optimized GeoTIFF(COG) with TiTiler | dev.to | 2023-12-21
TiTiler is a dynamic tile server built on FastAPI and Rasterio/GDAL. Its main features include support for Cloud Optimized GeoTIFF(COG), multiple projection methods, various output formats (JPEG, JP2, PNG, WEBP, GTIFF, NumpyTile), WMTS, and virtual mosaic. It also provides Lambda and ECS deployment environments using AWS CDK.
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Your issue is that you're using the default (old) binding to GDAL, based on Fiona [0].
You need to use pyogrio [1], its vectorized counterpart, instead. Make sure you use `engine="pyogrio"` when calling `to_file` [2]. Fiona does a loop in Python, while pyogrio is exclusively compiled. So pyogrio is usually about 10-15x faster than fiona. Soon, in pyogrio version 0.8, it will be another ~2-4x faster than pyogrio is now [3].
[0]: https://github.com/Toblerity/Fiona
[1]: https://github.com/geopandas/pyogrio
[2]: https://geopandas.org/en/stable/docs/reference/api/geopandas...
[3]: https://github.com/geopandas/pyogrio/pull/346
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InfluxDB
Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.
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Photogrammetry-Guide
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
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django-rest-framework-gis
Geographic add-ons for Django REST Framework. Maintained by the OpenWISP Project.
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qgis-earthengine-examples
A collection of 300+ Python examples for using Google Earth Engine in QGIS
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awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
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That's why I'm working on the GeoParquet spec [0]! It gives you both compression-by-default and super fast reads and writes! So it's usually as small as gzipped CSV, if not smaller, while being faster to read and write than GeoPackage.
Try using `GeoDataFrame.to_parquet` and `GeoPandas.read_parquet`
[0]: https://github.com/opengeospatial/geoparquet
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30DayMapChallenge
Official repo for the #30DayMapChallenge data visualization project. Open to everyone!
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Gis discussion
Python Gis related posts
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Urban spatial order: street network orientation, configuration, and entropy
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Friends don't let friends export to CSV
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Building a Dynamic Tile Server Using Cloud Optimized GeoTIFF(COG) with TiTiler
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NumPy issues
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I played with a python module called OSMnx to create the roadmaps of some cities. These include major highways,motorways,roads and streets that carry most of the traffic.
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Python: How to save NumPy 2d-array to an asc-file so that it can be opened in ArcGIS Pro?
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3D topographic map with Blender and GIS
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A note from our sponsor - SaaSHub
www.saashub.com | 8 Sep 2024
Index
What are some of the best open-source Gi projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | BlenderGIS | 7,599 |
| 2 | osmnx | 4,814 |
| 3 | geemap | 3,389 |
| 4 | leafmap | 3,157 |
| 5 | mesa | 2,358 |
| 6 | rasterio | 2,214 |
| 7 | Fiona | 1,144 |
| 8 | Photogrammetry-Guide | 1,120 |
| 9 | django-rest-framework-gis | 1,073 |
| 10 | qgis-earthengine-examples | 880 |
| 11 | awesome-spectral-indices | 833 |
| 12 | h3-py | 808 |
| 13 | geoparquet | 795 |
| 14 | basemap | 774 |
| 15 | 30DayMapChallenge | 758 |
| 16 | pysheds | 708 |
| 17 | MapTilesDownloader | 409 |
| 18 | whitebox-python | 376 |
| 19 | EOmaps | 332 |
| 20 | opentopodata | 312 |
| 21 | localtileserver | 294 |
| 22 | WhiteboxTools-ArcGIS | 257 |
| 23 | wxee | 205 |
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