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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: 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 -
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geemap
A Python package for interactive geospaital analysis and visualization with Google Earth Engine.
Project mention: I'm a senior in my CS major and it's incredible I didn't hear about GIS projects until now. Glad to be here. | /r/gis | 2023-05-22Try out Google Earth Engine and browse through it's catalogue to get a feel for what's available. GEE allows you to work with global datasets and immediately see a preview of the results (there's also geemap if you prefer doing this from a Python notebook instead of the online JS editor)
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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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Project mention: Python: How to save NumPy 2d-array to an asc-file so that it can be opened in ArcGIS Pro? | /r/gis | 2023-07-04
You're missing transform headers etc, you can write it out with GDAL but rasterio is generally easier to use than the Python GDAL bindings, here's an example.
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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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As has been said the definition of a GIS dev is far from written in stone, but to chime in from a personal standpoint: most of what I do is data wrangling/analysis with shapely/geopandas for vectors (or pygeos / fiona for performance when data volumes get large, but seeing as Shapely 2.0 just got released one can likely skip this part) + rasterio for rasters as well as parallelising these tasks for performance if needed (ray is great for that) and then performing machine learning learning against the data (mostly with sklearn and torch).
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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django-rest-framework-gis
Geographic add-ons for Django REST Framework. Maintained by the OpenWISP Project.
Is this something similar to OpenWISP? It all sounds cool, but might be an overkill for small installations…
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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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qgis-earthengine-examples
A collection of 300+ Python examples for using Google Earth Engine in QGIS
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30DayMapChallenge
Official repo for the #30DayMapChallenge data visualization project. Open to everyone!
Although it will take some time before it takes place again, i would advice to participate in the 30 day map challenge. Try to make something that you think is cool and is just outside your knowledge zone.
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awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
Project mention: Any tips or resources for vegetation analysis using 8 band imagery compared to 4 band? | /r/gis | 2023-05-02You might find this github repo useful: https://github.com/awesome-spectral-indices/awesome-spectral-indices
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Project mention: COMTiles (Cloud Optimized Map Tiles) hosted on Amazon S3 and Visualized with MapLibre GL JS | dev.to | 2022-12-23
GeoParquet
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Need help using https://github.com/AliFlux/MapTilesDownloader to download the following maps 1944, 1956 and 1993: https://gis.sinica.edu.tw/showwmts/index.php?s=tileserver&l=AM50K_1944
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I just released EOmaps v6.5!
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We are currently using this project. I've been looking for someting similar in Rust but couldn't find anything on my own.
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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).
The latest post mention was on 2023-09-27.
Python Gis related posts
- NumPy issues
- 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.
- Python: How to save NumPy 2d-array to an asc-file so that it can be opened in ArcGIS Pro?
- 3D topographic map with Blender and GIS
- Need help making a terrain based on a country.
- OpenWrt 23.05.0-rc1 – First Release Candidate
- Console for managing multiple OpenWRT nodes?
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getonboard.dev | 30 Nov 2023
Index
What are some of the best open-source Gi projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | BlenderGIS | 6,887 |
| 2 | osmnx | 4,446 |
| 3 | geemap | 2,993 |
| 4 | leafmap | 2,631 |
| 5 | rasterio | 2,048 |
| 6 | mesa | 2,046 |
| 7 | Fiona | 1,089 |
| 8 | django-rest-framework-gis | 1,049 |
| 9 | Photogrammetry-Guide | 889 |
| 10 | qgis-earthengine-examples | 824 |
| 11 | basemap | 750 |
| 12 | 30DayMapChallenge | 723 |
| 13 | awesome-spectral-indices | 696 |
| 14 | h3-py | 696 |
| 15 | pysheds | 650 |
| 16 | geoparquet | 646 |
| 17 | MapTilesDownloader | 353 |
| 18 | whitebox-python | 347 |
| 19 | EOmaps | 278 |
| 20 | opentopodata | 254 |
| 21 | localtileserver | 254 |
| 22 | WhiteboxTools-ArcGIS | 242 |
| 23 | wxee | 188 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com