tlohde<p>Seeking recommendations for a <a href="https://fediscience.org/tags/WebMapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WebMapping</span></a> tutorial / course?</p><p>Slightly at sea on where to start.</p><p>- My current JS skill level is _extreme novice_.<br>- I don't have access to ArcGIS.<br>- Comfortable with <a href="https://fediscience.org/tags/QGIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QGIS</span></a> [*] and the <a href="https://fediscience.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://fediscience.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geospatial</span></a> ecosystem (<a href="https://fediscience.org/tags/geopandas" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geopandas</span></a> <a href="https://fediscience.org/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> <a href="https://fediscience.org/tags/rasterio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rasterio</span></a> and plotting with <a href="https://fediscience.org/tags/matplotlib" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>matplotlib</span></a>)</p><p>Suggestions welcome. TIA. 👍 </p><p>* I have looked at the qgis2web plugin, but having some issues associated with my aged laptop (2012 mbp running Ubuntu) and a 'Wayland session'.</p><p><a href="https://fediscience.org/tags/Leaflet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Leaflet</span></a> <a href="https://fediscience.org/tags/OpenLayers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenLayers</span></a> <a href="https://fediscience.org/tags/MapBox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MapBox</span></a> <a href="https://fediscience.org/tags/PrototoMaps" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PrototoMaps</span></a> <a href="https://fediscience.org/tags/MapLibre" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MapLibre</span></a> <a href="https://fediscience.org/tags/d3js" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>d3js</span></a> <a href="https://fediscience.org/tags/OpenStreetMap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenStreetMap</span></a> <a href="https://fediscience.org/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a></p>
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#xarray
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💧🌏 Greg Cocks<p>GSPy - A New Toolbox And Data Standard For Geophysical Datasets<br>--<br><a href="https://doi.org/10.3389/feart.2022.907614" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.3389/feart.2022.907</span><span class="invisible">614</span></a> <-- shared paper<br>--<br><a href="https://doi.org/10.5066/P9XNQVGQ" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.5066/P9XNQVGQ</span><span class="invisible"></span></a> | <a href="https://code.usgs.gov/g3sc/gspy" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">code.usgs.gov/g3sc/gspy</span><span class="invisible"></span></a> <-- shared code repository<br>--<br>[an older paper, but code is in active and ongoing development/evolution]<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/geophysics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geophysics</span></a> <a href="https://techhub.social/tags/geophysical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geophysical</span></a> <a href="https://techhub.social/tags/NetCDF" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NetCDF</span></a> <a href="https://techhub.social/tags/datatypes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datatypes</span></a> <a href="https://techhub.social/tags/code" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>code</span></a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opensource</span></a> <a href="https://techhub.social/tags/library" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>library</span></a> <a href="https://techhub.social/tags/dataformats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataformats</span></a> <a href="https://techhub.social/tags/standardisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>standardisation</span></a> <a href="https://techhub.social/tags/standardization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>standardization</span></a> <a href="https://techhub.social/tags/openstandard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>openstandard</span></a> <a href="https://techhub.social/tags/portable" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>portable</span></a> <a href="https://techhub.social/tags/metadata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>metadata</span></a> <a href="https://techhub.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://techhub.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a> <a href="https://techhub.social/tags/GSPy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GSPy</span></a> <a href="https://techhub.social/tags/methods" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>methods</span></a> <a href="https://techhub.social/tags/workflows" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>workflows</span></a> <a href="https://techhub.social/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> <a href="https://techhub.social/tags/CRS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>CRS</span></a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>opendata</span></a> <a href="https://techhub.social/tags/architecture" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>architecture</span></a> <a href="https://techhub.social/tags/toolbox" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>toolbox</span></a></p>
Alexander Kmoch<p>Justus made a great intro on using <a href="https://fosstodon.org/tags/DGGS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DGGS</span></a> through <a href="https://fosstodon.org/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> <a href="https://fosstodon.org/tags/xdggs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xdggs</span></a> at the <a href="https://fosstodon.org/tags/Pangeo" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Pangeo</span></a> showcase talk. Xdggs is now in a stage where you can use it fairly robustly with <a href="https://fosstodon.org/tags/HEALPIX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HEALPIX</span></a> and <a href="https://fosstodon.org/tags/H3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>H3</span></a>. Other integrations like for <a href="https://fosstodon.org/tags/DGGRID" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DGGRID</span></a> are developed as separate plugins.</p><p><a href="https://youtube.com/watch?v=bAMGFKsxsjs&si=hnfpk04VMn-rggEV" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtube.com/watch?v=bAMGFKsxsj</span><span class="invisible">s&si=hnfpk04VMn-rggEV</span></a></p>
Thomas Lavergne<p>... while I find ChatGPT increasingly useful for technical things like telling me how to manipulate <a href="https://fediscience.org/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> datasets in <a href="https://fediscience.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a>, or how to add a docstring to my python routine.</p>
Donald Hobern<p>My mental picture of image files has always been of pixels covering a surface as tiles each like a tiny rectangular shapefile.</p><p>Investigating <a href="https://scicomm.xyz/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://scicomm.xyz/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a> has made me see the elegance of handling images as a grid of equally spaced dimensionless sensor readings. Upscaling/downscaling and interpolation become more meaningful and lossless, and image data is functionally identical to (although denser than) other point-based sensor data (e.g. weather stations).</p><p>The data science becomes so clean.</p>
Thomas Lavergne<p>I have ace colleagues, part 243:</p><p>My colleague Luke (LukeDataManager) has a Youtube channel where he helps people prepare <a href="https://fediscience.org/tags/OpenData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenData</span></a> <a href="https://fediscience.org/tags/FAIRdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FAIRdata</span></a>:</p><p>His most recent series is about <a href="https://fediscience.org/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a>, <a href="https://fediscience.org/tags/Xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Xarray</span></a>, <a href="https://fediscience.org/tags/NetCDF" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NetCDF</span></a>, etc...</p><p>Give him a follow (on Youtube) and a retoot (here)? <a href="https://youtube.com/@LukeDataManager?si=VMU9ehIPE8eyRaCt" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtube.com/@LukeDataManager?s</span><span class="invisible">i=VMU9ehIPE8eyRaCt</span></a></p>
Thomas Lavergne<p><a href="https://fediscience.org/tags/DYK" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DYK</span></a>?</p><p>One can now open <a href="https://fediscience.org/tags/netCDF" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>netCDF</span></a> files having groups with <a href="https://fediscience.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a> <a href="https://fediscience.org/tags/xarray" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>xarray</span></a>-datatree !</p><p>> datatree.open_datatree('file.nc')</p><p>-> <a href="https://xarray-datatree.readthedocs.io/en/latest/index.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">xarray-datatree.readthedocs.io</span><span class="invisible">/en/latest/index.html</span></a></p><p>So far I had to handle dict() of xarray datasets and it was a pain. Looking forward to giving this a try with actual satellite data files!</p>
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