This repository contains R code and data used in Iwasaki et al. (2024), "Predicting macroinvertebrate average score per taxon (ASPT) at water quality monitoring sites in Japanese rivers." https://doi.org/10.1007/s11356-024-33053-y
The paper is not open access. However, preprints can be accessed at https://doi.org/10.32942/X2JW3P.
The "Data_XXX" sheets contains the data used for model development (modeldev), validation (validation), and prediction (allWQMsites). The "Note_XXX" sheets provides additional notes related to the corresponding "Data_XXX" sheets.
The R code for model development, validation, and prediction. Please see our manuscript for more details.
Please contact Yuichi Iwasaki at yuichi-iwasaki (at) aist.go.jp or yuichiwsk (at) gmail.com if you have any queries and questions.