stackstac
Turn a STAC catalog into a dask-based xarray (by gjoseph92)
titiler
Build your own Raster dynamic map tile services (by developmentseed)
| stackstac | titiler | |
|---|---|---|
| 1 | 8 | |
| 252 | 850 | |
| 0.4% | 3.2% | |
| 3.4 | 8.9 | |
| 8 months ago | 24 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
stackstac
Posts with mentions or reviews of stackstac.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Can you replace Geoserver with COG and MVT from a bucket?
Like they're doing here to access sentinel 2 images https://github.com/gjoseph92/stackstac
titiler
Posts with mentions or reviews of titiler.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-08-06.
- TiTiler: A modern dynamic tile server built on top of FastAPI and Rasterio/GDAL
-
Writing a Tile Server in Python
Note that titiler[0] exists, which is doing a pretty nice job.
[0] https://github.com/developmentseed/titiler
-
How The Post is replacing Mapbox with open source solutions
There's a lot to like about GDAL+Rasterio, although I've found having all HTTP requests go through GDAL's C API does result in some limitations on concurrency and multithreading. GDAL's configuration being based entirely on env vars also has its downsides: https://github.com/developmentseed/titiler/issues/186
-
Extending PostGIS with TiMVT/TiFeatures and PgSTAC
TiMVT and TiFeatures, along with TiTiler for raster services, complete a trio of python-FastAPI services. The current roadmap includes merging TiFeatures & TiMVT, the vector-based services, into a single project to reduce code redundancy.
-
Serverless GIS
COGs are great, but from my experience micro services like titiler don't support complex styling logic. Is there a possibility to create a serverless WMS service with complex styling requirements?
-
geotiff mosaic viewer / qgis?
Consider something like titiler if you want to serve the pile of geotiffs out to the web.
-
Configuring >100GB of imagery as raster tiles, TMS / WTMS, AWS S3 storage?
We were able to host 10gb six band rasters as well as 2cm RGB split into 100m tiles on S3 using COGS, mosaic.json and the TiTiler project which is powered by AWS lambda functions
What are some alternatives?
When comparing stackstac and titiler you can also consider the following projects:
zen3geo - The 🌏 data science library you've been waiting for~
mangum - AWS Lambda support for ASGI applications
rio-toa - Top Of Atmosphere (TOA) calculations for Landsat 8
gdal2tiles-leaflet - Generate raster image tiles for use with leaflet.
eoreader - Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
rasterio - Rasterio reads and writes geospatial raster datasets