yuichiwsk / predict_aspt_japan

A repository for the R code and data used in Iwasaki et al. (in prep)

Purpose

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.

Supplementary material for the manuscript

231005_Supplementary_material.pdf

230620_Supplementary_material_TableS3.xlsx

Data

Data_Predict_ASPT_index_ver2.xlsx

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.

R code

Rcode_Predict_ASPT_ver1.r

The R code for model development, validation, and prediction. Please see our manuscript for more details.

Contact

Please contact Yuichi Iwasaki at yuichi-iwasaki (at) aist.go.jp or yuichiwsk (at) gmail.com if you have any queries and questions.