xarray-spatial

(★ 966)

Spatial analysis algorithms for xarray implemented in numba

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최종 버전 다운로드 (.zip)

- sweep-accuracy-state.csv
- sweep-api-consistency-state.csv
- sweep-benchmarks-state.csv
- sweep-dependencies-state.csv
- sweep-documentation-state.csv
- sweep-error-handling-state.csv
- sweep-metadata-state.csv
- sweep-performance-state.csv
- sweep-reference-validation-state.csv
- sweep-security-state.csv
- sweep-style-state.csv
- sweep-test-coverage-state.csv
- sweep-accuracy-state.csv
- sweep-api-consistency-state.csv
- sweep-metadata-state.csv
- sweep-performance-state.csv
- sweep-security-state.csv
- sweep-style-state.csv
- sweep-test-coverage-state.csv
- - bug_report.md
  - feature-proposal.md
  - new-contributor.md
- - benchmarks.yml
  - copilot-review.yml
  - docs.yml
  - labeler.yml
  - pypi-publish.yml
  - test-cog-validator.yml
  - test-geotiff-corpus.yml
  - test.yml
  - welcome-contributor.yml
- labeler.yml
- pull_request_template.md
- sweep-accuracy-state.csv
- sweep-api-consistency-state.csv
- sweep-metadata-state.csv
- sweep-performance-state.csv
- sweep-security-state.csv
- sweep-style-state.csv
- sweep-test-coverage-state.csv
- - __init__.py
  - aspect.py
  - balanced_allocation.py
  - bump.py
  - classify.py
  - common.py
  - convolution.py
  - cost_distance.py
  - curvature.py
  - dasymetric.py
  - diffusion.py
  - edge_detection.py
  - erosion.py
  - flood.py
  - flow_accumulation.py
  - flow_direction.py
  - flow_length.py
  - focal.py
  - geotiff.py
  - gpu_rtx_mesh.py
  - hand.py
  - hillshade.py
  - interpolate.py
  - multispectral.py
  - normalize.py
  - pathfinding.py
  - perlin.py
  - polygonize.py
  - proximity.py
  - rasterize.py
  - reproject.py
  - slope.py
  - surface_distance.py
  - terrain.py
  - terrain_metrics.py
  - twi.py
  - viewshed.py
  - watershed.py
  - zonal.py
- asv.conf.json
- benchmark_polygonize.py
- POLYGONIZE_BENCHMARKS.md
- RASTERIZER_BENCHMARKS.md
- rasterizer_benchmarks.py
- README.md
- reproject_benchmark.md
- REPROJECT_BENCHMARKS.md
- results.md
- - conf.py
  - index.rst
- .gitignore
- make.bat
- Makefile
- - distributed_reprojection.ipynb
- - 0_Getting_Setup.ipynb
  - 10_Mahalanobis_Distance.ipynb
  - 11_Hydrology.ipynb
  - 12_Flood_Analysis.ipynb
  - 13_Fire_Analysis.ipynb
  - 14_Dasymetric_Mapping.ipynb
  - 15_Balanced_Allocation.ipynb
  - 16_Diffusion.ipynb
  - 17_Morphological_Operators.ipynb
  - 18_Landform_Classification.ipynb
  - 19_Bilateral_Filter.ipynb
  - 1_Surface.ipynb
  - 20_Water_Indices.ipynb
  - 21_Kriging.ipynb
  - 22_Corridor_Analysis.ipynb
  - 23_Hydraulic_Erosion.ipynb
  - 24_Sky_View_Factor.ipynb
  - 25_GLCM_Texture.ipynb
  - 26_Contour_Lines.ipynb
  - 27_Stream_Analysis_Dinf_MFD.ipynb
  - 28_Rasterize.ipynb
  - 29_Preview.ipynb
  - 2_Proximity.ipynb
  - 30_Zonal_Crosstab.ipynb
  - 31_Viewshed.ipynb
  - 32_Flow_Length_MFD.ipynb
  - 33_Porto_Taxi_Trajectories.ipynb
  - 34_Vegetation_Flood_Modeling.ipynb
  - 35_Normalization.ipynb
  - 36_Reproject.ipynb
  - 37_Edge_Detection.ipynb
  - 38_Focal_Variety.ipynb
  - 39_GeoTIFF_IO.ipynb
  - 3_Zonal.ipynb
  - 40_JPEG2000_Compression.ipynb
  - 41_MCDA.ipynb
  - 42_Northness_Eastness.ipynb
  - 43_Spectral_Indices.ipynb
  - 44_Rechunk_No_Shuffle.ipynb
  - 45_Fused_Overlap.ipynb
  - 46_GeoTIFF_Performance.ipynb
  - 47_Streaming_GeoTIFF_Write.ipynb
  - 48_Sieve_Filter.ipynb
  - 49_Visibility_Analysis.ipynb
  - 4_Focal.ipynb
  - 50_KDE.ipynb
  - 51_Resample.ipynb
  - 52_COG_Overview_Generation.ipynb
  - 53_Polygonize_Simplification.ipynb
  - 54_Polygon_Clipping.ipynb
  - 55_Reproject_Bounds_Policy.ipynb
  - 56_Vector_Interpolation.ipynb
  - 57_Templates.ipynb
  - 5_Classification.ipynb
  - 6_Remote_Sensing.ipynb
  - 7_Pathfinding.ipynb
  - 8_Emerging_Hotspots.ipynb
  - 9_Cost_Distance.ipynb
- animated_hillshade.py
- composite_map.gif
- contour_explorer.py
- cost_distance_sim.py
- datasets.yml
- erosion_simulation.py
- fire_propagation.py
- flood_simulation.py
- glcm_texture_explorer.py
- landslide_risk.py
- Pathfinding_Austin_Road_Network.ipynb
- pharmacy-deserts.ipynb
- viewshed_gpu.ipynb
- watershed_explorer.py
- xarray-spatial_classification-methods.ipynb
- 0-0.png
- 0-1.png
- 0-2.png
- 0-3.png
- 0-4.png
- 1-0.png
- 1-1.png
- 1-2.png
- 1-3.png
- 1-4.png
- 2-0.png
- 2-1.png
- 2-2.png
- 2-3.png
- 2-4.png
- 3-0.png
- 3-1.png
- 3-2.png
- 3-3.png
- 3-4.png
- 4-0.png
- 4-1.png
- 4-2.png
- 4-3.png
- 4-4.png
- composite_map.gif
- composite_map.png
- dependencies.dot
- dependencies.png
- dependencies.svg
- featured-badge-gh.svg
- makepath-supply-chain-international-shipping.png
- Xarray-Spatial-logo.svg
- - __init__.py
- - __init__.py
  - min_observable_height.py
- - __init__.py
  - _attrs.py
  - _cog_http.py
  - _compression.py
  - _coords.py
  - _crs.py
  - _decode.py
  - _dtypes.py
  - _encode.py
  - _errors.py
  - _geotags.py
  - _gpu_decode.py
  - _header.py
  - _layout.py
  - _nodata.py
  - _overview.py
  - _overview_kernels.py
  - _pam.py
  - _reader.py
  - _runtime.py
  - _safe_xml.py
  - _sidecar.py
  - _sources.py
  - _symbology.py
  - _validation.py
  - _vrt.py
  - _vrt_validation.py
  - _write_layout.py
  - _writer.py
  - _xarray_backend.py
- - __init__.py
  - _memory.py
  - cuda_utils.py
  - hillshade.py
  - mesh_utils.py
  - viewshed.py
- - __init__.py
  - _boundary_store.py
  - basin_d8.py
  - fill_d8.py
  - flow_accumulation_d8.py
  - flow_accumulation_dinf.py
  - flow_accumulation_mfd.py
  - flow_direction_d8.py
  - flow_direction_dinf.py
  - flow_direction_mfd.py
  - flow_length_d8.py
  - flow_length_dinf.py
  - flow_length_mfd.py
  - flow_path_d8.py
  - flow_path_dinf.py
  - flow_path_mfd.py
  - hand_d8.py
  - hand_dinf.py
  - hand_mfd.py
  - sink_d8.py
  - snap_pour_point_d8.py
  - stream_link_d8.py
  - stream_link_dinf.py
  - stream_link_mfd.py
  - stream_order_d8.py
  - stream_order_dinf.py
  - stream_order_mfd.py
  - twi_d8.py
  - watershed_d8.py
  - watershed_dinf.py
  - watershed_mfd.py
- - __init__.py
  - _idw.py
  - _kriging.py
  - _spline.py
  - _validation.py
  - _vector.py
- - __init__.py
  - combine.py
  - constrain.py
  - sensitivity.py
  - standardize.py
  - weights.py
- - __init__.py
  - _crs_utils.py
  - _grid.py
  - _interpolate.py
  - _itrf.py
  - _lite_crs.py
  - _merge.py
  - _projections.py
  - _projections_cuda.py
  - _transform.py
  - _vertical.py
- - __init__.py
  - bench_reproject_vs_rioxarray.py
  - conftest.py
  - general_checks.py
  - test_accessor.py
  - test_aspect.py
  - test_balanced_allocation.py
  - test_bilateral.py
  - test_bump.py
  - test_classify.py
  - test_contour.py
  - test_contract_validate.py
  - test_convolution.py
  - test_corridor.py
  - test_cost_distance.py
  - test_curvature.py
  - test_dask_cupy_gaps.py
  - test_dask_laziness.py
  - test_dask_task_names.py
  - test_dasymetric.py
  - test_dataset_support.py
  - test_datasets.py
  - test_dependency_metadata_3701.py
  - test_diagnostics.py
  - test_diffusion.py
  - test_edge_detection.py
  - test_emerging_hotspots.py
  - test_erosion.py
  - test_fire.py
  - test_flood.py
  - test_focal.py
  - test_fused_overlap.py
  - test_geodesic_aspect.py
  - test_geodesic_slope.py
  - test_glcm.py
  - test_glcm_metric_order.py
  - test_gpu_extras_metadata.py
  - test_gpu_rtx_has_rtx.py
  - test_gpu_rtx_memory.py
  - test_gpu_rtx_mesh.py
  - test_hillshade.py
  - test_hypsometric_integral.py
  - test_interpolate_vector.py
  - test_interpolation.py
  - test_kde.py
  - test_lite_crs.py
  - test_mahalanobis.py
  - test_mcda.py
  - test_min_observable_height.py
  - test_morphology.py
  - test_morphology_derived.py
  - test_multi_overlap.py
  - test_multispectral.py
  - test_normalize.py
  - test_northness_eastness.py
  - test_open_geotiff_coregister.py
  - test_open_geotiff_resampling.py
  - test_optional_shapely.py
  - test_pathfinding.py
  - test_perlin.py
  - test_polygon_clip.py
  - test_polygonize.py
  - test_polygonize_atol_rtol_backend_coverage_2026_05_27.py
  - test_polygonize_coverage_2026_05_19.py
  - test_polygonize_dask_row_batch_2608.py
  - test_polygonize_issue_2172.py
  - test_polygonize_issue_2583.py
  - test_polygonize_issue_2606.py
  - test_polygonize_issue_2666.py
  - test_polygonize_issue_2677.py
  - test_polygonize_issue_3292.py
  - test_polygonize_issue_3303.py
  - test_polygonize_mask_chunk_mismatch_3299.py
  - test_polygonize_mask_dtype_coverage_2026_05_29.py
  - test_preview.py
  - test_proximity.py
  - test_rasterize.py
  - test_rasterize_accuracy.py
  - test_rasterize_all_touched_dask_grid_line_3384.py
  - test_rasterize_all_touched_supercover_2169.py
  - test_rasterize_alloc_3107.py
  - test_rasterize_categorical_3482.py
  - test_rasterize_coregister_3492.py
  - test_rasterize_coverage_2026_05_17.py
  - test_rasterize_coverage_2026_05_21.py
  - test_rasterize_coverage_2026_05_27.py
  - test_rasterize_coverage_2026_05_29.py
  - test_rasterize_coverage_2026_06_09.py
  - test_rasterize_crs_mismatch_3058.py
  - test_rasterize_descending_x_2568.py
  - test_rasterize_dtype_annot_3291.py
  - test_rasterize_fill_dtype_3054.py
  - test_rasterize_geom_crs_3087.py
  - test_rasterize_gpu_alias_3089.py
  - test_rasterize_gpu_callable_warn_3057.py
  - test_rasterize_gpu_race_2167.py
  - test_rasterize_int_precision_3056.py
  - test_rasterize_linearring_3055.py
  - test_rasterize_lines_all_touched_3102.py
  - test_rasterize_merge_dedup_3304.py
  - test_rasterize_mixed_type_ordered_merge_3296.py
  - test_rasterize_nan_int_fill_2504.py
  - test_rasterize_nan_propagation_2255.py
  - test_rasterize_nonfinite_burn_3085.py
  - test_rasterize_nonfinite_burn_3088.py
  - test_rasterize_nonfinite_coords_3295.py
  - test_rasterize_partial_dims_2569.py
  - test_rasterize_props_hoist_2506.py
  - test_rasterize_resolution_exact_2573.py
  - test_rasterize_resolution_validation_2576.py
  - test_rasterize_signature_annot_2250.py
  - test_rasterize_signed_step_2566.py
  - test_rasterize_tile_props_slice_2020.py
  - test_rechunk_no_shuffle.py
  - test_reproject.py
  - test_reproject_coverage_2026_05_27.py
  - test_reproject_cupy_gate_2564.py
  - test_reproject_cupy_promotion_3281.py
  - test_reproject_fast_path_guard_3697.py
  - test_reproject_inverse_kernels_3274.py
  - test_reproject_itrf_scale_3276.py
  - test_reproject_parallel_kernels_3141.py
  - test_reproject_pyproj_warning_3242.py
  - test_reproject_sphere_ellipsoid_guard_3275.py
  - test_reproject_streaming_3101.py
  - test_resample.py
  - test_resample_coverage_2026_05_27.py
  - test_resample_cupy_agg_fallback_2615.py
  - test_resample_input_validation_2574.py
  - test_resample_irregular_coords_2663.py
  - test_resample_nodata_dask_parity_3073.py
  - test_resample_signature_annot_2544.py
  - test_sieve.py
  - test_sieve_gdal_parity.py
  - test_sky_view_factor.py
  - test_slope.py
  - test_surface_distance.py
  - test_sweep_state_csv_merge_2754.py
  - test_templates.py
  - test_terrain.py
  - test_terrain_metrics.py
  - test_utils.py
  - test_validation.py
  - test_viewshed.py
  - test_visibility.py
  - test_zonal.py
  - test_zonal_backend_coverage_2026_05_27.py
- __init__.py
- __main__.py
- _template_data.py
- accessor.py
- aspect.py
- balanced_allocation.py
- bilateral.py
- bump.py
- classify.py
- contour.py
- convolution.py
- corridor.py
- cost_distance.py
- curvature.py
- dasymetric.py
- dataset_support.py
- diagnostics.py
- diffusion.py
- edge_detection.py
- emerging_hotspots.py
- erosion.py
- fire.py
- flood.py
- focal.py
- geodesic.py
- glcm.py
- hillshade.py
- kde.py
- mahalanobis.py
- morphology.py
- multispectral.py
- normalize.py
- pathfinding.py
- perlin.py
- polygon_clip.py
- polygonize.py
- preview.py
- proximity.py
- rasterize.py
- resample.py
- sieve.py
- sky_view_factor.py
- slope.py
- surface_distance.py
- templates.py
- terrain.py
- terrain_metrics.py
- utils.py
- validate.py
- viewshed.py
- visibility.py
- worley.py
- zonal.py
.efficiency-audit-baseline.json
.efficiency-audit-baseline.prev.json
.gitattributes
.gitignore
.readthedocs.yml
AI_POLICY.md
CHANGELOG.md
Citation-styles.md
CLAUDE.md
CODE_OF_CONDUCT.md
codecov.yml
CONTRIBUTING.md
LICENSE.txt
MANIFEST.in
pyproject.toml
README.md
RELEASE.md
setup.cfg
setup.py

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/xarray-contrib/xarray-spatial

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd xarray-spatial

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. 공식 설치 스크립트

쉬움 추천

사전 준비물

Python 3 pip 명령어를 쓰려면 Python이 필요합니다.

pip install xarray-spatial

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

pip install xarray-spatial[plot]

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

pip install xarray-spatial[vector]

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

✅ 설치 후 새 터미널을 열고, 프로그램의 버전 확인 명령(예: --version)으로 정상 설치됐는지 확인하세요.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

3. Python

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install xarray-spatial

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

pip install xarray-spatial[plot]

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

pip install xarray-spatial[vector]

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

xarray-spatial

파일 탐색기

# 설치 가이드

2. 공식 설치 스크립트

3. Python

오늘의 추천 프로젝트

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xarray-spatial

파일 탐색기

# 설치 가이드

2. 공식 설치 스크립트

3. Python

오늘의 추천 프로젝트

Was this content helpful?

Recent Feedback

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