ML4WX

Observations & remote sensing

CCClim - A machine-learning powered cloud class climatology

Arndt Kaps, Axel Lauer, Veronika Eyring

HAL (Le Centre pour la Communication Scientifique Directe) ·

PaperPDF

In one sentence. Machine-learning-derived 1° global climatology of eight WMO cloud types from ESA Cloud_cci retrievals, almost gapless from 1982 to 2016.

Labels

Topic
Observations & remote sensing, Benchmarks, datasets & evaluation
Type
Benchmark or dataset
Method
Classical ML (trees, GP, linear, kernels)
Domain
Global
Data
Satellite
Status
Research
Identifiers
DOI:10.5281/zenodo.8369201 OpenAlex:W4393680432
Added
2026-10-22

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