ML4WX

Observations & remote sensing

Optimal Rain-Gauge Network Design for Spatial Average Estimation with Missing Data: A Nested Optimization Framework with Genetic Algorithm and Machine Learning

Sumanth Kumar Boya, Deepak Subramani

SSRN Electronic Journal ·

Paper

In one sentence. Nested genetic-algorithm and machine learning framework optimizes rain-gauge network design for spatial average rainfall estimation under missing data; the abstract is unavailable.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Regional
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.2139/ssrn.4481893 OpenAlex:W4380906390
Added
2026-10-22

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