Visualizing large stacks of results #140
Labels
enhancement
New feature or request
ux
improving user experience/usability
visualization
Viewing and browsing outputs
Opening an issue here for possible ways to visualize case studies where we have 10s of GB of data or more, either locally or in an S3 bucket. We're going to have multiple layers (unwrapped phase, coherence, etc.) for each date. We'll usually have somewhere in the 50-500 images over time, with each image being ~5000 x 5000 pixels.
Below is what I've found from browsing around, so please add more options to this as you find them
Nicer lofty goals
EGMS / Norway web platforms: https://egms.land.copernicus.eu/ https://insar.ngu.no/
The nicest open-source web mapper I've seen for 3-D (or 4-D) raster data is this: https://maps.demo.carbonplan.org/ (repo here https://github.com/carbonplan/maps)
.nc
file per date Support for Kerchunk data sources carbonplan/maps#100Existing simple options
sweets
: https://github.com/isce-framework/sweets/blob/6ee8de6332b92a0475e38efc7afea7e8b56f87c0/src/sweets/plotting.py#L121Lower hanging fruit which could be improvements for interactivity
add_raster
show up in jupyter for a single image, after 30 minutes of installing things.Unknown options
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