silvicultura v1.0¶

Silvicultural output (eucalyptus, pine, charcoal, timber) by state or municipality.

Sources¶

Priority	Source	Description
1	IBGE PEVS	Plant Extraction and Silviculture Production

Products¶

carvao, lenha, madeira_tora, madeira_celulose, madeira_outras_finalidades, acacia_negra, eucalipto_folha, resina

Schema¶

Column	Type	Nullable	Description
`ano`	int	❌	Reference year
`localidade`	str	✅	State or municipality
`localidade_cod`	int	✅	IBGE code
`produto`	str	❌	Product name
`valor`	float64	✅	Value (tons or cubic meters)
`unidade`	str	❌	Unit of measure
`fonte`	str	❌	Data origin

Primary Key¶

[ano, produto, localidade]

Guarantees¶

Consolidated annual data
Typical latency: Y+1 (data available the following year)
Historical series since 1986

Example¶

from agrobr import datasets

# Timber (logs) output by state
df = await datasets.silvicultura("madeira_tora", ano=2023)

# Charcoal in Minas Gerais
df = await datasets.silvicultura("carvao", ano=2023, uf="MG")

# Eucalyptus planted area (via ibge directly)
from agrobr import ibge
df = await ibge.silvicultura("eucalipto", variavel="area")

# With metadata
df, meta = await datasets.silvicultura("madeira_tora", ano=2023, return_meta=True)

JSON Schema¶

Available at agrobr/schemas/silvicultura.json.

from agrobr.contracts import get_contract
contract = get_contract("silvicultura")
print(contract.to_json())

Territorial Levels¶

Level	Description
`brasil`	National total
`uf`	By state (default)
`municipio`	By municipality