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PoisotLab/SpeciesDistributionToolkit.jl: SimpleSDMLayers-v1.3.3

Authors: Timothée Poisot; Gabriel Dansereau; michael catchen; Michael Krabbe Borregaard; Michiel Stock; Anshul Singhvi; Daniel S. Katz; +3 Authors

PoisotLab/SpeciesDistributionToolkit.jl: SimpleSDMLayers-v1.3.3

Abstract

SimpleSDMLayers SimpleSDMLayers-v1.3.3 Diff since SimpleSDMLayers-v1.3.2 Merged pull requests: Clipping Polygons w/ Bounding Boxes (#495) (@gottacatchenall) boundingbox for MultiPolygon hotfix (#496) (@gottacatchenall) Training and thresholding improvements for SDeMo (#498) (@tpoisot) Adding CRS to construct polygons (#500) (@gottacatchenall) Explict specification of delimiter to GBIF CSV.File (#501) (@jeetsukumaran) Update to make decision stubs actually work (#502) (@tpoisot) SDeMo: PCA and Logistic automatically apply a z-score (#514) (@tpoisot) Fix PCA bug (#515) (@tpoisot) Fix for decision stumps (#518) (@tpoisot) Calibration improvements (#519) (@tpoisot) SDeMo v1.6.1 (#524) (@tpoisot) Occurrences with missing coordinates are handled during boundingbox (#526) (@tpoisot) Add a function to use the distance in degrees to generate pseudo-absences (#527) (@tpoisot) AdaBoost learning rate (#531) (@tpoisot) AdaBoost tweaks + rebalanced LOOCV (#532) (@tpoisot) Add admin areas from ESRI (#533) (@tpoisot) Update CHELSA to the new location (#537) (@tpoisot) Read scale and offset from geotiff layers (#541) (@tpoisot) Closed issues: Add global land use data projections (#31) CrossValidation type (#420) No boundinngbox method for multipolygons (#494) Improvements to model thresholding (#497) Clipped polygons cannot be used to mask layers (#499) bug in virtual species documentation (#511) vcat doesn't work for MultiPolygons (#512) Decision stumps make weird predictions (#517) Add weights to isotonic calibration (#521) Platt calibration is very slow (#522) Re-balanced LOOCV (#529) Learning rate for AdaBoost (#530) CHELSA2 has been updated (#536) Check if layers have scale and offset info when reading from geotiff (#540)

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average