Wind-constrained modeling of bidirectional reflectance for inland lake waters
Abstract
This dataset provides the data and trained models supporting a wind-constrained hybrid BRDF correction method for inland waters. The archive includes satellite surface reflectance imagery, in situ observations, sensor spectral response functions, wind information, and LightGBM-based correction factor models. These data are used for satellite–in situ matchup analysis and evaluation of BRDF-induced reflectance inconsistencies across multiple inland water bodies. The dataset is intended for scientific research, method, Data, and Python code reproducibility.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 January 2026
- Language
- EN
- Document type
- Dataset