Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region.
Umakant MishraSagar GautamWilliam J. RileyForrest M. HoffmanPublished in: Frontiers Big Data (2020)
Keyphrases
- machine learning
- data sets
- data analysis
- spatial data
- database
- training data
- data structure
- data sources
- knowledge discovery
- data processing
- data collection
- data mining
- spatial distribution
- data quality
- training samples
- statistical analysis
- image data
- data mining techniques
- high quality
- decision trees
- d objects
- machine learning algorithms
- wireless sensor networks
- financial data
- predicted values