Published January 28, 2026
| Version v1
Peer review
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On the spatial distance between training and validation data in model evaluation
Description
The code for reproducing the experiment and result is stored in "Origin_code.rar", with the required data stored in "Data_files.rar". Specifically:
- 'simulation_experiment.R' is for reproducing the simulation experiment.
- 'Modelling.R' is for reproducing the case study.
- "Casestudy_Rmarkdown.pdf" is the R markdown for showing the outputs for the case study step by step.
- 'compute_sliding_window_metrics.R' is the function for the moving distance validation (MDV) model
- 'fun_spatially_weighted_validation.R' is the function for spatial validation.
Files
Files
(59.4 MB)
| Name | Size | Download all |
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md5:9015c93b8b39168f925db7628bbeb62b
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57.4 MB | Download |
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md5:45d3c30928276f30505d1817c1dca883
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2.0 MB | Download |