Modelling of impact of water quality on infiltration rate of soil by random forest regression

Author:

Singh BalrajORCID,Sihag Parveen,Singh Karan

Publisher

Springer Science and Business Media LLC

Subject

Computers in Earth Sciences,Statistics, Probability and Uncertainty,General Agricultural and Biological Sciences,General Environmental Science

Reference24 articles.

1. Breiman L (1996) Bagging predictors. Mach learn 24(2):123–140

2. Breiman L (1999) Random forests—random features. Technical Report 567, Statistics Department. University of California, Berkeley. ftp://ftp.stat.berkeley.edu/pub/users/breiman

3. Breiman L, Friedman JH, Olshen RA, Stone CJ (1984) Classification and regression trees. Wadsworth, Monterey

4. Chahinian N, Moussa R, Andrieux P, Voltz M (2005) Comparison of infiltration models to simulate flood events at the field scale. J Hydrol 306(1):191–214

5. Dahan O, Shani Y, Enzel Y, Yechieli Y, Yakirevich A (2007) Direct measurements of floodwater infiltration into shallow alluvial aquifers. J Hydrol 344:157–170

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