clima

Monthly climate data by state or daily by station.

Sources

Priority	Source	Description
1	INMET	Automatic stations aggregated by state
2	NASA POWER	Satellite reanalysis by state (fallback)

Modes

State mode (multi-source, automatic fallback)

df = await datasets.clima(uf="SP", ano=2024)

Station mode (INMET only)

df = await datasets.clima(estacao="A301", inicio="2024-01-01", fim="2024-12-31")

Contract CLIMA_V1 (state mode)

PK: [mes, uf]

Column	Type	Nullable	INMET	NASA	Unit
mes	DATE	N	✅	✅	—
uf	STRING	N	✅	✅	—
precip_acum_mm	FLOAT	N	✅	✅	mm
temp_media	FLOAT	N	✅	✅	°C
temp_max_media	FLOAT	N	✅	✅	°C
temp_min_media	FLOAT	N	✅	✅	°C
num_estacoes	INTEGER	Y	✅	—	—
umidade_media	FLOAT	Y	—	✅	%
radiacao_media_mj	FLOAT	Y	—	✅	MJ/m²
vento_medio_ms	FLOAT	Y	—	✅	m/s
fonte	STRING	N	✅	✅	—

Contract CLIMA_ESTACAO_V1 (station mode)

PK: [data, estacao]

Column	Type	Nullable
data	DATE	N
estacao	STRING	N
uf	STRING	Y
temp_media	FLOAT	Y
temp_max	FLOAT	Y
temp_min	FLOAT	Y
precipitacao_mm	FLOAT	Y
umidade_media	FLOAT	Y
radiacao_total_kj_m2	FLOAT	Y

Validation only for agregacao="diario".

License

livre — both sources are public and free.