paper
2023
Downscaling & super-resolution
New model or method
RNN / LSTM / ConvLSTMClassical ML (trees, GP, linear, kernels)Climate projections / centennial Journal
2023-01-01
008
Jan 2023
Sirimon Pinthong, Pakorn Ditthakit, Nureehan Salaeh et al.
Engineered Science
Combines LSTM and genetic programming to downscale CMIP5 and CMIP6 monthly rainfall at three Thai stations, projecting 2030s to 2080s trends.
Downscaling & super-resolution
Combining Long-Short Term Memory and Genetic Programming for Monthly Rainfall Downscaling in Southern Thailand's Thale Sap Songkhla River Basin
In one sentence. Combines LSTM and genetic programming to downscale CMIP5 and CMIP6 monthly rainfall at three Thai stations, projecting 2030s to 2080s trends.
Labels
- Topic
- Downscaling & super-resolution
- Type
- New model or method
- Method
- RNN / LSTM / ConvLSTM, Classical ML (trees, GP, linear, kernels)
- Time scale
- Climate projections / centennial
- Domain
- Regional
- Data
- CMIP / climate model output, Station / in-situ
- Status
- Research
- Identifiers
- DOI:10.30919/es1047 OpenAlex:W4389484457
- Added
- 2026-10-22
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