ML4WX

Observations & remote sensing

Application of a Dynamic Clustered Bayesian Model Averaging (DCBA) Algorithm for Merging Multisatellite Precipitation Products over Pakistan

Khalil Ur Rahman, Songhao Shang, Muhammad Shahid, Yeqiang Wen, Zeeshan Khan

Journal of Hydrometeorology · · Tsinghua University (NowcastNet)

PaperPDF

In one sentence. Dynamic clustered Bayesian model averaging merges four satellite precipitation products over Pakistan, outperforming each input product against gauges.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Satellite, Station / in-situ, ERA5 / reanalysis
Status
Research
Identifiers
DOI:10.1175/jhm-d-19-0087.1 OpenAlex:W2985698636
Added
2026-10-22

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