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Common queries

analog_impact()
Climate impact assessment via analog impact model
analog_regression()
Local weighted regression across analog neighborhoods
analog_velocity()
Climate velocity: geographically nearest climate analogs
analog_availability()
Analog availability: count of all analogs within climate/geographic limits
analog_density()
Analog density: kernel-weighted analog count within climate/geographic limits
analog_similarity()
Analog similarity: best climate analogs within a geographic envelope

Core architecture

analog_search()
Generalized analog search
build_analog_index()
Build Analog Index
print(<analog_index>)
Print Method for Analog Index
metadata()
Get metadata from analog search results

Cross-validation

analog_cv()
Cross-validate an analog function
cv_performance()
Performance metrics for cross-validation output

Performance optimization

tiled_analog_search()
Tiled analog search for memory-constrained queries
tune_index_res()
Tune Index Resolution

Other

mahalanobis_transform()
Transform Climate Data for Global Mahalanobis Distance
example_rasters()
Example spatiotemporal climate rasters
kernel_params()
Kernel parameter recommendations