Published December 21, 2025 | Version v1
Dataset Open

Global model for riverine suspended sediment concentration from Landsat

Authors/Creators

  • 1. ROR icon University of Pittsburgh

Description

This dataset contains (1) the model's coefficients for harmonizing Landsat Surface Reflectance, (2) the data used for training and validation of the global model for riverine suspended sediment concentration, (3) the codes to train the suspended sediment concentration model, (4) our SSC predictive model, and (5) sample code for using the model with Landsat surface reflectance in tabular format. The Landsat harmonization equation based on our coefficients is written as: adjusted band SR = intercept + coef1 * band SR + coef2 * (band SR)². The file metadata contains the column abbreviations used for band combinations in the train and test sets.

Files

applying the model.ipynb

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Additional details

Dates

Submitted
2025-12-21