Evaluating the performance of CE-QUAL-W2 version 4.5 sediment diagenesis model (Manuscript related material: input data and source code)

This archive includes materials related to the manuscript Evaluating the Performance of the CE-QUAL-W2 Version 4.5 Sediment Diagenesis Model, such as the model code, pre-/post-processing scripts, and model input/output data. The contents are organized as follows:

i)       Model forcing datasets and scripts

Loadest: input files: est.inp; Calib.inp; control.inp; header.inp

                   executable files: loadest.exe;

                    Manual: Load Estimator (LOADEST) Manual.pdf

Support_Vector_Regressor: input files in folder input files

                   script: Torrão_SVR_hyper_run_py39.py (replace the input file name for each constituent in the script lines: data = pd.read_excel('Input_chla.xlsx', index_col=0, header=0) and dataR = pd.read_excel('unseen_chla.xlsx', index_col=0, header=0)       

XGboost: input files in folder input files

                   script: Torrão_XG_boost_hyper_run_py39.py (replace the input file name for each constituent in the script lines: data = pd.read_excel('Input_chla.xlsx', index_col=0, header=0) and dataR = pd.read_excel('unseen_chla.xlsx', index_col=0, header=0)

ii)    CE-QUAL-W2 Model documentation

Model user manual and sedimentt diagenesis model documentation

iii)  CE-QUAL-W2 input files and .exe files for each model run:

W2_v4.5_0_order model: runs SOD: 0.5, 1.0, 1.5, 2.0, 2.5 and 3.0 g O2/m2/day

W2_v4.5_sediment_diagenesis model: runs 1 to 6

W2_v4.5 PON sensitivity analysis: runs 7 to 15

W2_v4.5 POP  sensitivity analysis: runs 16 to 24