paper
2021
Local & station forecasting
Sub-seasonal to seasonal New model or method
Classical ML (trees, GP, linear, kernels)Seasonal to annual Journal
2021-03-22
008
Mar 2021
Meysam Ghamariadyan, Monzur Alam Imteaz
Journal of Hydrometeorology
Wavelet neural networks forecast monthly rainfall at Queensland stations up to 12 months ahead, reducing three-month RMSE to 38.6 mm versus 72.2 mm for plain ANN.
Monthly rainfall forecasting using temperature and climate indices through a hybrid method in Queensland, Australia
In one sentence. Wavelet neural networks forecast monthly rainfall at Queensland stations up to 12 months ahead, reducing three-month RMSE to 38.6 mm versus 72.2 mm for plain ANN.
Labels
- Topic
- Local & station forecasting, Sub-seasonal to seasonal
- Type
- New model or method
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- Seasonal to annual
- Domain
- Local / station
- Data
- Station / in-situ, NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- DOI:10.1175/jhm-d-20-0169.1 OpenAlex:W3138821319
- Added
- 2026-10-22
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