Critical Analysis of Machine Learning Approaches for Vegetation Fractional Cover Estimation Using Drone and Sentinel-2 Data.
Ajay Kumar MauryaMaryam NadeemDharmendra SinghKeshav Prasad SinghNaveen Singh RajputPublished in: IGARSS (2021)
Keyphrases
- data analysis
- machine learning approaches
- statistical analysis
- knowledge discovery
- data collection
- training data
- data quality
- data acquisition
- high quality
- data sets
- machine learning
- databases
- image analysis
- xml documents
- data structure
- data mining techniques
- synthetic data
- data mining methods
- statistical methods
- empirical data
- historical data
- satellite images
- estimation process
- original data
- data distribution
- input data
- small number
- image data
- preprocessing
- database systems