A Novel Method to Downscale Daily Wind Statistics to Hourly Wind Data for Wind Erosion Modelling.
Zhongling GuoChunping ChangRende WangPublished in: GRMSE (2015)
Keyphrases
- synthetic data
- statistical methods
- wind speed
- data sets
- input data
- meteorological data
- database
- test data
- missing data
- data analysis
- detection method
- statistical analysis
- image data
- pairwise
- prior knowledge
- data collection
- correlation analysis
- high accuracy
- probabilistic model
- significant improvement
- training samples
- data sources
- statistical information
- segmentation method
- morphological operations
- missing values
- training data
- image segmentation
- neural network
- noisy data
- original data
- high quality
- high dimensional data
- preprocessing
- data mining techniques
- edge detection