A Quantitative Analysis on the Use of Supervised Machine Learning in Earth Science.
Katrina VirtsAshlyn ShireyGeorge PriftisKumar AnkurMuthukumaran RamasubramanianHassan MuhammadAshish AcharyaRahul RamachandranPublished in: IGARSS (2020)
Keyphrases
- image processing
- quantitative analysis
- supervised machine learning
- earth science
- remote sensing
- earth science data
- qualitative analysis
- data intensive
- manually annotated
- qualitative evaluation
- change detection
- supervised learning
- multispectral
- metadata
- high resolution
- geospatial data
- qualitative and quantitative analysis
- image registration
- computer scientists
- temporal data
- cross disciplinary
- high quality
- database
- multiple sources
- distributed databases
- data management