Spatial Estimation of Regional PM2.5 Concentrations with GWR Models Using PCA and RBF Interpolation Optimization.
Youbing TangShaofeng XieLiangke HuangLilong LiuPengzhi WeiYabo ZhangChunyang MengPublished in: Remote. Sens. (2022)
Keyphrases
- probabilistic model
- principal component analysis
- optimization algorithm
- artificial neural networks
- parametric models
- response surface
- monte carlo simulation
- spatial information
- dimensionality reduction
- complex systems
- support vector machine
- radial basis function
- global optimization
- neural network model
- evolutionary algorithm
- spatio temporal
- principal components analysis
- spatial constraints
- spatial patterns
- high dimensional