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Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
Dec 8, 2024
Jain, Shubham; Bawa, Arun; Mendoza, Katie; Srinivasan, Raghavan; Parmar, Rajbir; Smith, Deron; Wolfe, Kurt; Johnston, John M., 2024, "Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest", https://doi.org/10.18738/T8/8X7QMA, Texas Data Repository, V2
This repository serves as a comprehensive data archive for our paper - "Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest". The associated code is available at...
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Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
PNG Image - 142.3 KB - MD5: 375bec6e21667c09156c6734eab1704e
inputs.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 977.5 MB - MD5: e19f14d5f5651b11309187c02de4b71b
XGBest_accuracy_summaries.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 579.1 KB - MD5: a56f226a97914407462046e8be930fe8
XGBest_models.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 147.9 MB - MD5: 46599080605b337a3b4d4bc1d363264f
XGBest_predicted_conc.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 306.0 MB - MD5: 22b05d27295eebbccaf33262c246323c
XGBest_timeseries_plots.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 184.0 MB - MD5: 174d37e58e1684310a8130a7ba8496e1
XGB_predicted_loads.zip
Dec 8, 2024 - Replication Data for: Enhancing Prediction and Inference of Daily In-stream Nutrient and Sediment Concentrations using an Extreme Gradient Boosting based Water Quality Estimation Tool - XGBest
ZIP Archive - 29.1 MB - MD5: e3c82e99e07d40fe8442005964ff16a1
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