8.1 workflow的基本流程
(A) Obtaining and processing occurrence data
(A1) source of occurrence data
(A2) download date; version of data source
(A3) basis of records
(A4) spatial extent
(A5) temporal range
processing
(A6-1) duplicate coordinates
(A6-2) spatial/environmental outlier; error
(A6-3) spatial/coordinate uncertainty
(A7-1) sampling bias
(A7-2) spatial autocorrelation
(B) Obtaining and processing environmental data metadata & processing
(B1) source
(B2) download date; version of data source
(B3) spatial resolution
(B4) temporal range
(C) Model calibration
data input
(C1) modeling domain
(C2) number of background data
(C3) sampling method for background data
(C4) variable selection
algorithm
(C5) name
(C6) version of algorithm and software
(C7) parameterization
(D) Model transfer and evaluation
evaluation
(D1) evaluation index
(D2) threshold for evaluation index
(D3) dataset used to evaluate models
output
(D4) format/transformation
(D5) threshold
extrapolation
(D6) novelty of projected environments compared with training environments
(D7) collinearity shift between training and projected environments
(D8) extrapolation strategy
metadata
(D9) source
(D10) download date; version of data source
(D11) spatial resolution
(D12) temporal range