A Novel SUHI Referenced Estimation Method for Multicenters Urban Agglomeration using DMSP/OLS Nighttime Light Data.
Jiufeng LiFangfang WangYingchun FuBiyun GuoYaolong ZhaoHuafei YuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2020)
Keyphrases
- synthetic data
- input data
- test data
- data collection
- prior knowledge
- data sets
- similarity measure
- missing data
- detection method
- high accuracy
- estimation accuracy
- information loss
- training samples
- prior information
- missing values
- clustering method
- semi supervised
- knowledge discovery
- data points
- probability distribution
- probabilistic model
- data sources
- noisy data
- training data
- spectral clustering
- probability density
- dimensionality reduction
- image data
- significant improvement
- data analysis
- high quality
- clustering algorithm