Using Lidar to map tree shadows

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  • maplibre-gl-js

    MapLibre GL JS - Interactive vector tile maps in WebGL2

  • Your browser has a very powerful image decoder built into it, offloading the PNG decoding into Javascript is very resource hungry.

    Using maplibre (or any map viewer) you can load blobs of image data out of a tiff and use `Image` or `Canvas` to render the data onto a map.

    Its even easier if the tiffs are already Cloud optimized as they perfectly align to a 1-to-1 map tile and they don't need to be rescaled, you can then just render the images onto the map. eg here is a viewer that loads webps out of a 15GB tiff and uses Canvas to render them onto a map [1]

    Unless you are trying to layer all your maps together, you also could stop reprojecting them into webmercator, or if your goal is to layer them, then storing them in webmercator would save a ton of user's compute time.

    There are a bunch of us that talk web maping and imagery in the #maplibre and #imagery slack channels in OSMUS's slack [2]

    [1] https://blayne.chard.com/cogeotiff-web/index.html?view=cog&i...

    [2] https://github.com/maplibre/maplibre-gl-js#getting-involved

  • elevation

    NZ elevation data freely available to use under an open license. (by linz)

  • Those comments were more at pastmaps.

    For elevation data, we store our DEM/DSM in S3 as LERC [1] COGS, LERC has a WASM bundle which I think can be used in the browser. We found LERC COGs to be one of the most space efficient ways of storing highresolution DEM/DSM data [2], If you wanted to you could fetch LERC tiles directly out of a remote COG and use that directly for the terrain heights.

    I am more focused on storage/archiving/publishing of our LiDAR capture program [3] than web based visualizations of it though, so I am unsure if a LERC COG would even be better for you than a PNG TerrainRGB.

    [1] https://www.npmjs.com/package/lerc

    [2] https://github.com/linz/elevation/tree/master/docs/tiff-comp...

    [3] https://linz.maps.arcgis.com/apps/MapSeries/index.html?appid...

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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  • sqlite-s3-query

    Python functions to query SQLite files stored on S3

  • Awesome project!

    What about hosting the data in an S3 bucket with "Requestor Pays"? You'd only have the storage cost.

    Disables anonymous access (so would a Dropbox share) but reduces your cost massively.

    https://docs.aws.amazon.com/AmazonS3/latest/userguide/Reques...

    You wouldn't necessarily need an SQL frontend as it's readonly anyway, and there are multiple ways of letting SQLite access databases in S3 buckets, e.g. https://github.com/michalc/sqlite-s3-query

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