feat: add risk_cattle column and Ind_12_pasture_2020 placeholder indicator#224
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feat: add risk_cattle column and Ind_12_pasture_2020 placeholder indicator#224andyarnell wants to merge 1 commit into
andyarnell wants to merge 1 commit into
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…_livestock; fix run_pytest.sh venv activation; update copilot-instructions Cattle pathway follows the same decision tree as acrop for now (Ind_01, Ind_02, Ind_04). Ind_12_pasture_2020 exists as a placeholder indicator column with nothing feeding it yet (use_for_risk_cattle=0) -- will be wired into the decision tree once pasture data coverage and silvopastoral nuances are reviewed. Pasture datasets still have use_for_risk=1 (feeding Ind_02 for pcrop/acrop); whether this is correct needs checking with Brazil dataset authors.
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Adds risk_cattle as a new output column, following the same decision tree as acrop for now. Ind_12_pasture_2020 exists as a placeholder indicator with nothing feeding it yet -- it will be wired into a revised cattle decision tree once pasture data coverage and silvopastoral nuances are reviewed (see #188).
Breaking change: risk_livestock renamed to risk_cattle in filter_to_risk_columns() output
Ind_12_pasture_2020 added as indicator column (always "no" until use_for_risk_cattle datasets are added)
run_pytest.sh fixed to activate .venv before running pytest
copilot-instructions.md updated to reflect cattle instead of livestock
Note for review: the 3 Brazil pasture datasets (nBR_INPE_TCamz_pasture_2020, nBR_INPE_TCcer_pasture_2020, nBR_MapBiomas_col9_pasture_2020) currently have use_for_risk=1, meaning they feed Ind_02 for pcrop and acrop. This is likely wrong -- pasture is cattle evidence, not a perennial/annual crop commodity indicator. Flagging here for confirmation before changing, as these were set deliberately in the original Brazil dataset PR.