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- topography.py: initialize elevation column as float64 (0.0 instead of 0) to prevent TypeError/FutureWarning when writing interpolated floats into an int64 column (Pandas 2+/3 compatibility) - analysis.py: replace deprecated pd.api.types.is_datetime64tz_dtype() with isinstance(dtype, pd.DatetimeTZDtype) (Pandas4Warning) - presentationLayer.py: replace matplotlib.cm.get_cmap with matplotlib.colormaps; fix dask.dataframe.core.DataFrame reference to dask.dataframe.DataFrame; fix plotScatter to guard against empty DataFrames and use .to_numpy() to avoid duplicate-index reindex errors in Pandas 3 - demography.py: fix plotPopulationInPolygon to set CRS without transforming when inputCRS is None, preventing "Cannot transform naive geometries" ValueError - test_demography.py: add getImageFromCorners to MockTilesToolkit; correct small_polygon_itm fixture to intersect only one data block so partial-coverage assertion holds - pytest.ini: register 'unit' marker to silence PytestUnknownMarkWarning Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Project geometries to ITM (EPSG:2039) before computing .area so that areaFraction and population estimates are based on metric units instead of degrees, eliminating the UserWarning and incorrect values. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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