ML4WX

Local & station forecasting

PREDICTION OF MARS METEOROLOGICAL VARIABLES USING ARTIFICIAL NEURAL NETWORKS

Alejandro de-Cabo-Garcia, Alfonso Delgado-Bonal, BELEN PEREZ LANCHO, JORGE PLA GARCIA, GERMAN MARTINEZ

DYNA NEW TECHNOLOGIES · · NASA

Paper

In one sentence. Trains a neural network on Viking and Mars Science Laboratory measurements to predict next-day Martian temperature and pressure within 0.5 to 1% accuracy.

Labels

Topic
Local & station forecasting
Type
New model or method
Method
Classical ML (trees, GP, linear, kernels)
Time scale
6 h–3 days
Domain
Local / station
Data
Station / in-situ, Other
Status
Research
Identifiers
DOI:10.6036/nt10369 OpenAlex:W3046926176
Added
2026-10-22

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