Concepedia

Development of high-resolution gridded data for water availability identification through GRACE data downscaling: Development of machine learning models

Tao Hai, Ahmed H. Al-Sulttani, Sinan Q. Salih, Mustafa K. A. Mohammed, Mohammad Amir Khan, Beste Hamiye Beyaztaş, Mumtaz Ali, Salah Elsayed, Shamsuddin Shahid, Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬

Atmospheric Research · 2023 · 19 citations · 64 references

DOI

Concepts

References

64

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

The ERA5 global reanalysis

Hans Hersbach, Bill Bell, Paul Berrisford et al. · Quarterly Journal of the Royal Meteorological Society · 2020 · 30.4K citations · Full text

, , +12

A Study of Cross-Validation and Bootstrap for Accuracy Estimation and Model Selection

Ron Kohavi · 1995 · 10.7K citations · Full text

, , +13

ERA5-Land: a state-of-the-art global reanalysis dataset for land applications

Joaquín Muñoz‐Sabater, Emanuel Dutra, Anna Agustí‐Panareda et al. · Earth system science data · 2021 · 4.6K citations · Full text

, , +17

Random forests: from early developments to recent advancements

Khaled Fawagreh, Mohamed Medhat Gaber, Eyad Elyan · Systems Science & Control Engineering · 2014 · 777 citations · Full text

, , +10