Global model for riverine suspended sediment concentration from Landsat
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
Files
(197.0 MB)
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Additional details
Dates
- Submitted
-
2025-12-21