mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

mtry can not be larger than number of variables in data. Ranger will EXIT now.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.

area_of_applicability(): dropping predictor(s) with no variance in the training data: const. A prediction point taking a different value there is extrapolation the dissimilarity index cannot represent.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.

area_of_applicability(): dropping predictor(s) with no variance in the training data: const. A prediction point taking a different value there is extrapolation the dissimilarity index cannot represent.

make_folds(random_kfold): k > n; reducing.

.pick_local_projected_crs(): longitude extent spans 358.0 deg. This is either global coverage or data straddling the antimeridian, which a bounding box cannot distinguish; the centroid is unreliable either way. Falling back to EPSG:3857. Pass target_crs to ensure_projected() to choose a projection suited to your extent.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

area_of_applicability(): dropping predictor(s) with no variance in the training data: const. A prediction point taking a different value there is extrapolation the dissimilarity index cannot represent.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.

area_of_applicability(): dropping predictor(s) with no variance in the training data: const. A prediction point taking a different value there is extrapolation the dissimilarity index cannot represent.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.

area_of_applicability(): dropping predictor(s) with no variance in the training data: const. A prediction point taking a different value there is extrapolation the dissimilarity index cannot represent.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 7.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (8.0 deg longitude span in total). Using Albers equal-area (lat_1=38.7, lat_2=41.3, lon_0=-96.1) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 23.0 deg from the central meridian of UTM zone 31, well beyond the 3 deg the zone is designed for (40.0 deg longitude span in total). Using Lambert Azimuthal Equal Area centred on (0.0, 0.0) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

.pick_local_projected_crs(): extent reaches 32.0 deg from the central meridian of UTM zone 14, well beyond the 3 deg the zone is designed for (57.0 deg longitude span in total). Using Albers equal-area (lat_1=29.0, lat_2=45.0, lon_0=-100.5) instead; a single UTM zone would distort distances by several percent, which propagates into variogram ranges, block sizes, GWR bandwidth and GP length-scales. Pass target_crs to ensure_projected() to override.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=10.00, xmax=15.00, ymin=20.00, ymax=25.00). Set CRS explicitly to suppress this warning.

ensure_projected(): CRS is missing; assuming EPSG:4326 because bbox looks like lon/lat (xmin=-0.14, xmax=-0.13, ymin=51.50, ymax=51.51). Set CRS explicitly to suppress this warning.

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

fit_rf_model(): include_coords = TRUE. A forest given the coordinates can reproduce the training surface by memorising location and then fail wherever it has not been; random cross-validation will not detect this. Score the result with cv_rf() and blocked folds, not with the out-of-bag error (Meyer et al. 2019).

area_of_applicability(): dropping 1 training row(s) with missing or non-finite predictor values.