ML4WX

Observations & remote sensing

Calibration method of meteorological sensor based on enhanced BP network

Y. M. Wang, Kebin Jia, P.Y. Liu, Wei‐bo Zhang, Jiankun Yang

Journal of Instrumentation ·

PaperPDF

In one sentence. Uses an enhanced back-propagation network with Gaussian activation and Levenberg-Marquardt training to calibrate an atmospheric pressure sensor, cutting MSE from 5.93 to 0.77 on a microcontroller.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Domain
Local / station
Data
Station / in-situ
Status
Pre-operational / experimental
Identifiers
DOI:10.1088/1748-0221/15/10/p10014 OpenAlex:W3121203298
Added
2026-10-22

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