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SDT next release - focus on spatial cross-validation#571

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tpoisot wants to merge 62 commits intomainfrom
experiment/sdt/hexagons
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SDT next release - focus on spatial cross-validation#571
tpoisot wants to merge 62 commits intomainfrom
experiment/sdt/hexagons

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@tpoisot tpoisot commented Mar 18, 2026

Closes #566
Closes #548

This will be v1.9 - many new additions here, including

  • tessellate to split objects into tiles
  • spatialfold for spatial CV
  • variogram for any quantitative layer
  • additions and fixes to mosaic and byzone

Also includes a new tutorial on spatial cross-validation

@tpoisot tpoisot marked this pull request as draft March 18, 2026 14:14
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Documentation websites for this pull request
📦 SpeciesDistributionToolkit
🌿 GBIF
📊 Fauxcurrences
🐾 OccurrencesInterface
🗺 SimpleSDMLayers
❇️ SimpleSDMPolygons
💾 SimpleSDMDatasets
✏️ Phylopic
🕳️ PseudoAbsences
🧠 SDeMo

@tpoisot tpoisot marked this pull request as ready for review March 18, 2026 18:35
@tpoisot tpoisot marked this pull request as draft March 18, 2026 20:05
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codecov-commenter commented Mar 18, 2026

Codecov Report

❌ Patch coverage is 1.97368% with 298 lines in your changes missing coverage. Please review.
✅ Project coverage is 51.39%. Comparing base (f3040ce) to head (6413656).
⚠️ Report is 1 commits behind head on main.

Files with missing lines Patch % Lines
src/variogram.jl 0.00% 73 Missing ⚠️
src/tessellation/spatialfold.jl 0.00% 56 Missing ⚠️
src/tessellation/tessellate.jl 0.00% 44 Missing ⚠️
src/tessellation/hexagons.jl 0.00% 39 Missing ⚠️
src/tessellation/triangles.jl 0.00% 36 Missing ⚠️
src/tessellation/squares.jl 0.00% 26 Missing ⚠️
src/polygons/mosaic.jl 0.00% 12 Missing ⚠️
src/polygons/zonal.jl 0.00% 12 Missing ⚠️

❗ There is a different number of reports uploaded between BASE (f3040ce) and HEAD (6413656). Click for more details.

HEAD has 2 uploads less than BASE
Flag BASE (f3040ce) HEAD (6413656)
unittests 3 1
Additional details and impacted files
@@            Coverage Diff             @@
##             main     #571      +/-   ##
==========================================
- Coverage   57.99%   51.39%   -6.60%     
==========================================
  Files          90       96       +6     
  Lines        2271     2574     +303     
==========================================
+ Hits         1317     1323       +6     
- Misses        954     1251     +297     
Flag Coverage Δ
unittests 51.39% <1.97%> (-6.60%) ⬇️

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Quick method to estimate empirical variograms Add cross-validation functions using either features or coordinates

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