{"section":"Overview","subsection":"Authorship","element":"Study title"}
{"section":"Overview","subsection":"Authorship","element":"Author names"}
{"section":"Overview","subsection":"Authorship","element":"Contact"}
{"section":"Overview","subsection":"Authorship","element":"Study link"}
{"section":"Overview","subsection":"Model objective","element":"Model objective"}
{"section":"Overview","subsection":"Model objective","element":"Target output"}
{"section":"Overview","subsection":"Focal Taxon","element":"Focal Taxon"}
{"section":"Overview","subsection":"Location","element":"Location"}
{"section":"Overview","subsection":"Scale of Analysis","element":"Spatial extent"}
{"section":"Overview","subsection":"Scale of Analysis","element":"Spatial resolution"}
{"section":"Overview","subsection":"Scale of Analysis","element":"Temporal extent"}
{"section":"Overview","subsection":"Scale of Analysis","element":"Temporal resolution"}
{"section":"Overview","subsection":"Scale of Analysis","element":"Boundary"}
{"section":"Overview","subsection":"Biodiversity data","element":"Observation type"}
{"section":"Overview","subsection":"Biodiversity data","element":"Response data type"}
{"section":"Overview","subsection":"Predictors","element":"Predictor types"}
{"section":"Overview","subsection":"Hypotheses","element":"Hypotheses"}
{"section":"Overview","subsection":"Assumptions","element":"Model assumptions"}
{"section":"Overview","subsection":"Algorithms","element":"Modelling techniques"}
{"section":"Overview","subsection":"Algorithms","element":"Model complexity"}
{"section":"Overview","subsection":"Algorithms","element":"Model averaging"}
{"section":"Overview","subsection":"Workflow","element":"Model workflow"}
{"section":"Overview","subsection":"Software","element":"Software"}
{"section":"Overview","subsection":"Software","element":"Code availability"}
{"section":"Overview","subsection":"Software","element":"Data availability"}
{"section":"Data","subsection":"Biodiversity data","element":"Taxon names"}
{"section":"Data","subsection":"Biodiversity data","element":"Taxonomic reference system"}
{"section":"Data","subsection":"Biodiversity data","element":"Ecological level"}
{"section":"Data","subsection":"Biodiversity data","element":"Data sources"}
{"section":"Data","subsection":"Biodiversity data","element":"Sampling design"}
{"section":"Data","subsection":"Biodiversity data","element":"Sample size"}
{"section":"Data","subsection":"Biodiversity data","element":"Clipping"}
{"section":"Data","subsection":"Biodiversity data","element":"Scaling"}
{"section":"Data","subsection":"Biodiversity data","element":"Cleaning"}
{"section":"Data","subsection":"Biodiversity data","element":"Absence data"}
{"section":"Data","subsection":"Biodiversity data","element":"Background data"}
{"section":"Data","subsection":"Biodiversity data","element":"Errors and biases"}
{"section":"Data","subsection":"Data partitioning","element":"Training data"}
{"section":"Data","subsection":"Data partitioning","element":"Validation data"}
{"section":"Data","subsection":"Data partitioning","element":"Test data"}
{"section":"Data","subsection":"Predictor variables","element":"Predictor variables"}
{"section":"Data","subsection":"Predictor variables","element":"Data sources"}
{"section":"Data","subsection":"Predictor variables","element":"Spatial extent"}
{"section":"Data","subsection":"Predictor variables","element":"Spatial resolution"}
{"section":"Data","subsection":"Predictor variables","element":"Coordinate reference system"}
{"section":"Data","subsection":"Predictor variables","element":"Temporal extent"}
{"section":"Data","subsection":"Predictor variables","element":"Temporal resolution"}
{"section":"Data","subsection":"Predictor variables","element":"Data processing"}
{"section":"Data","subsection":"Predictor variables","element":"Errors and biases"}
{"section":"Data","subsection":"Predictor variables","element":"Dimension reduction"}
{"section":"Data","subsection":"Transfer data","element":"Data sources"}
{"section":"Data","subsection":"Transfer data","element":"Spatial extent"}
{"section":"Data","subsection":"Transfer data","element":"Spatial resolution"}
{"section":"Data","subsection":"Transfer data","element":"Temporal extent"}
{"section":"Data","subsection":"Transfer data","element":"Temporal resolution"}
{"section":"Data","subsection":"Transfer data","element":"Models and scenarios"}
{"section":"Data","subsection":"Transfer data","element":"Data processing"}
{"section":"Data","subsection":"Transfer data","element":"Quantification of Novelty"}
{"section":"Model","subsection":"Variable pre-selection","element":"Variable pre-selection"}
{"section":"Model","subsection":"Multicollinearity","element":"Multicollinearity"}
{"section":"Model","subsection":"Model settings","element":"Model settings (fitting)"}
{"section":"Model","subsection":"Model settings","element":"Model settings (extrapolation)"}
{"section":"Model","subsection":"Model estimates","element":"Coefficients"}
{"section":"Model","subsection":"Model estimates","element":"Parameter uncertainty"}
{"section":"Model","subsection":"Model estimates","element":"Variable importance"}
{"section":"Model","subsection":"Model selection - model averaging - ensembles","element":"Model selection"}
{"section":"Model","subsection":"Model selection - model averaging - ensembles","element":"Model averaging"}
{"section":"Model","subsection":"Model selection - model averaging - ensembles","element":"Model ensembles"}
{"section":"Model","subsection":"Analysis and Correction of non-independence","element":"Spatial autocorrelation"}
{"section":"Model","subsection":"Analysis and Correction of non-independence","element":"Temporal autocorrelation"}
{"section":"Model","subsection":"Analysis and Correction of non-independence","element":"Nested data"}
{"section":"Model","subsection":"Threshold selection","element":"Threshold selection"}
{"section":"Assessment","subsection":"Performance statistics","element":"Performance on training data"}
{"section":"Assessment","subsection":"Performance statistics","element":"Performance on validation data"}
{"section":"Assessment","subsection":"Performance statistics","element":"Performance on test data"}
{"section":"Assessment","subsection":"Plausibility check","element":"Response shapes"}
{"section":"Assessment","subsection":"Plausibility check","element":"Expert judgement"}
{"section":"Prediction","subsection":"Prediction output","element":"Prediction unit"}
{"section":"Prediction","subsection":"Prediction output","element":"Post-processing"}
{"section":"Prediction","subsection":"Uncertainty quantification","element":"Algorithmic uncertainty"}
{"section":"Prediction","subsection":"Uncertainty quantification","element":"Input data uncertainty"}
{"section":"Prediction","subsection":"Uncertainty quantification","element":"Parameter uncertainty"}
{"section":"Prediction","subsection":"Uncertainty quantification","element":"Scenario uncertainty"}
{"section":"Prediction","subsection":"Uncertainty quantification","element":"Novel environments"}