Mapping Water Clarity in Small Oligotrophic Lakes Using Sentinel-2 Imagery and Machine Learning Methods: A Case Study of Canandaigua Lake in Finger Lakes, New York.
Rabia Munsaf KhanBahram SalehiMilad Niroumand JadidiMasoud MahdianPariPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2024)
Keyphrases
- machine learning methods
- satellite data
- machine learning
- machine learning algorithms
- machine learning approaches
- water quality
- ensemble methods
- small number
- statistical methods
- remote sensing
- climate change
- water supply
- aerial imagery
- image processing
- computer vision
- digital elevation models
- data mining techniques
- data sets
- high resolution
- image sequences
- case study
- decision trees
- learning algorithm
- data mining
- real world