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Top 23 Python Geospatial Projects
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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.
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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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segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
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InfluxDB
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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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pygeoapi
pygeoapi is a Python server implementation of the OGC API suite of standards. The project emerged as part of the next generation OGC API efforts in 2018 and provides the capability for organizations to deploy a RESTful OGC API endpoint using OpenAPI, GeoJSON, and HTML. pygeoapi is open source and released under an MIT license.
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gopro-dashboard-overlay
Programs to process GoPro MP4 & Generic GPX/FIT files and create video dashboards & maps
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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.
Project mention: 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. | /r/india | 2023-07-13
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
Project mention: Parquet-WASM: Rust-based WebAssembly bindings to read and write Parquet data | news.ycombinator.com | 2024-04-22I'll let Kyle chime in but I tested it a few months ago with millions of polygons on an M2 16GB of RAM laptop and it worked very well.
There is a library by the same author called lonboard that provides the JS bits inside JupyterLab. https://github.com/developmentseed/lonboard
I think it is based on the Kepler.gl / Deck.gl data loaders that go straight to GPU from network.
This should be possible with the streamlit-folium component (demo app here)
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 Geospatial related posts
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NumPy issues
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how i can create a timelapse of a specfic region
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3D topographic map with Blender and GIS
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Need help making a terrain based on a country.
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On the fly conversion of raster to vector spatial index (h3)
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🌍EOmaps v6.5 released!
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Rust Local Tile Server to display Geotiffs layer ?
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A note from our sponsor - InfluxDB
www.influxdata.com | 6 Jun 2024
Index
What are some of the best open-source Geospatial projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | BlenderGIS | 7,349 |
| 2 | osmnx | 4,706 |
| 3 | geopandas | 4,257 |
| 4 | geemap | 3,257 |
| 5 | leafmap | 2,949 |
| 6 | segment-geospatial | 2,693 |
| 7 | torchgeo | 2,277 |
| 8 | Photogrammetry-Guide | 1,053 |
| 9 | pyproj | 1,010 |
| 10 | streamlit-geospatial | 816 |
| 11 | h3-py | 771 |
| 12 | geoparquet | 736 |
| 13 | pygeoapi | 452 |
| 14 | lonboard | 454 |
| 15 | streamlit-folium | 421 |
| 16 | greppo | 381 |
| 17 | whitebox-python | 360 |
| 18 | EOmaps | 323 |
| 19 | opentopodata | 300 |
| 20 | gopro-dashboard-overlay | 308 |
| 21 | localtileserver | 281 |
| 22 | WhiteboxTools-ArcGIS | 249 |
| 23 | stackstac | 227 |
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