buckai-observatory

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• README says the land/sea mask must match the XS grid; the demo mask does not, and Step 4 works

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  documentation

  Difficulty 2/5 1-3 hours Newbie friendliness 72/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#52 · Opened Nov 13, 2026

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• test_packaging: leftover egg-info makes the installed-package tests fail instead of skip

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  bug

  Difficulty 2/5 1-3 hours Newbie friendliness 86/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#50 · Opened Nov 13, 2026

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• Set a nodata value on output GeoTIFFs

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  enhancement

  Difficulty 3/5 1-2 days Newbie friendliness 66/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#49 · Opened Nov 12, 2026

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• Silence deprecation and overflow warnings users see during install and Steps 2-4

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  enhancement

  Difficulty 4/5 3-5 days Newbie friendliness 55/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#48 · Opened Nov 12, 2026

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• README: configuration details out of date with the templates and the code

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  documentation

  Difficulty 2/5 1-3 hours Newbie friendliness 78/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#47 · Opened Nov 12, 2026

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• Demo: clear error for --skip-download without data; update demo README numbers

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  bug documentation

  Difficulty 2/5 1-3 hours Newbie friendliness 73/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#46 · Opened Nov 12, 2026

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• Tests: no coverage of Step 3 or the main flow of each step; the demo does not check its results

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  enhancement

  Difficulty 5/5 Over a week Newbie friendliness 38/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#21 · Opened Nov 4, 2026

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• Typos in Step 4 messages and comments

  May be free again @Sonali182002 claimed this 8 days ago, and no pull request is open. Open

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  documentation good first issue

  Difficulty 1/5 1-3 hours Newbie friendliness 90/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#20 · 1 comment · Opened Nov 4, 2026

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• Multi-temporal repeat fetches over the same AOI may land on different UTM grids; add optional pinned-grid + (T,H,W,C) time-stacked cube

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  Difficulty 5/5 Over a week Newbie friendliness 18/100

  buckai-observatory/geoai-datacubes#35 · Opened Sep 17, 2026

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• Add raster-shaped LIDAR / altimetry products (GEDI L3/L4, ICESat-2 ATL14/15, NISAR)

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  Difficulty 4/5 Over a week Newbie friendliness 35/100

  buckai-observatory/geoai-datacubes#8 · Opened Jun 19, 2026

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• Add second-tier public data sources (VIIRS, GOES, CHIRPS, ERA5, CCI LC, ALOS, MERIT, PACE, Dynamic World)

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  Difficulty 4/5 3-5 days Newbie friendliness 40/100

  buckai-observatory/geoai-datacubes#7 · Opened Jun 19, 2026

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• Recover GeoDataCollection git history (Aug-Oct 2025)

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  help wanted

  Difficulty 3/5 1-2 days Newbie friendliness 15/100

  buckai-observatory/geoai-datacubes#3 · Opened Jun 19, 2026

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• Verify Sentinel Hub provider end-to-end

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  help wanted

  Difficulty 3/5 Half a day Newbie friendliness 56/100

  buckai-observatory/geoai-datacubes#1 · Opened Jun 19, 2026

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• Before JOSS: add CONTRIBUTORS.md with each author's role

  Possibly taken A pull request linked to this issue is open or already merged. Open

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  documentation needs-maintainer

  Difficulty 2/5 1-3 hours Newbie friendliness 35/100

  buckai-observatory/Automated-Cloud-Removal-and-Seamless-Satellite-Image-Mosaicking-Pipeline#8 · Opened Oct 15, 2026

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• MODIS cross-tile mosaicking (eliminate sinusoidal-tile-seam NaN)

  Possibly taken @jmoortgat claimed this 101 days ago. Open

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  Difficulty 4/5 3-5 days Newbie friendliness 25/100

  buckai-observatory/geoai-datacubes#10 · 2 comments · Opened Jun 19, 2026

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