An automated early-season method to map winter wheat using time-series Sentinel-2 data: A case study of Shandong, China.
Hongyan ZhangHongyu DuChengkang ZhangLiangpei ZhangPublished in: Comput. Electron. Agric. (2021)
Keyphrases
- synthetic data
- data sets
- multivariate time series
- data analysis
- input data
- remote sensing data
- statistical methods
- fully automatic
- test data
- missing data
- detection method
- high accuracy
- prior knowledge
- noisy data
- image data
- training samples
- significant improvement
- preprocessing
- data points
- temporal data
- data sources
- clustering method
- original data
- objective function
- prior information
- data mining tasks
- moving average
- missing values
- segmentation method
- maximum likelihood
- knowledge discovery
- probabilistic model
- xml documents
- high quality
- training data
- case study