Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods.
Zhenwang LiJianghao WangHuan TangChengquan HuangFan YangBaorui ChenXu WangXiaoping XinYong GePublished in: Remote. Sens. (2016)
Keyphrases
- pros and cons
- machine learning methods
- hybrid approaches
- linear regression
- machine learning algorithms
- computational cost
- significant improvement
- regression model
- indexing techniques
- empirical studies
- regression methods
- cross validation
- search methods
- benchmark datasets
- support vector regression
- alternative methods
- indexing methods