References (ML)
Abbreviations of Journals (copied)
- Atmos. Sci.
- Atmos. Meas. Tech.
- Bull. Am. Meteorol. Soc.
- Clim. Dyn.
- Earth’s Future
- Environ. Res. Lett.
- Fluid Dyn. Res.,
- Geosci. Model Dev.
- Geophys. Res. Lett.
- Hydrol. Earth Syst. Sci.
- Hydrol. Res. Lett.
- Int. J. Remote Sens.
- J. Adv. Modeling Earth Syst.
- J. Appl. Meteor. Climatol.
- J. Atmos. Oceanic Technol.
- J. Atmos. Sci.
- J. Comput. Phys.
- J. Geophys. Res.
- J. Hydrometeoro.
- J. Meteor. Soc. Japan
- J. Meteor. Appl.
- Mon. Wea. Rev.
- Nature
- Nat. Clim. Chang.
- Nat. Hazards Earth Sys. Sci.
- Nonlin. Processes Geophys.
- Phys. Rev. Lett.
- Proc. Natl. Acad. Sci.
- PLOS ONE
- Prog. Earth Planet. Sci
- Q. J. R. Meteorol. Soc.
- Science
- Sci. Rep.
- Wea. and Forecasting
- J. R. Statist. Soc. B
Edits from “APA” of google scholar
- “-” –> “–” : for page numbers
- & –> and : for list of authors
- (YYYY). –> (YYYY): for publication years
- Breiman, L. (2001): Random forests. Machine learning, 45, 5-32. doi: 10.1023/A:1010933404324
- Zou, H., and Hastie, T. (2005): Regularization and variable selection via the elastic net. J. R. Statist. Soc. B, 67, 301–320. doi: 10.1111/j.1467-9868.2005.00503.x
- Johnson, J. S., Cui, Z., Lee, L. A., Gosling, J. P., Blyth, A. M., and Carslaw, K. S. (2015): Evaluating uncertainty in convective cloud microphysics using statistical emulation. J. Adv. Modeling Earth Syst., 7, 162–187. doi: 10.1002/2014MS000383
- Schiller, H., and Doerffer, R. (1999): Neural network for emulation of an inverse model operational derivation of Case II water properties from MERIS data. Int. J. Remote Sens., 20, 1735–1746. doi: 10.1080/014311699212443
- Silver, D., and coauthors (2017): Mastering the game of go without human knowledge. Nature, 550, 354–359. doi: 10.1038/nature24270
- Weyn J. A., Durran D. R., Caruana R. (2019): Can machines learn to predict weather? Using deep learning to predict gridded 500‐hPa geopotential height from historical weather data. J. Adv. Modeling Earth Syst., 11, 2680–2693. doi: 10.1029/2019MS001705
- https://www.youtube.com/watch?v=2Bw5f4vYL98&app=desktop