Climate-Decent Work Risk Assessment - Brazilian agriculture

Output data from manuscript: Climate-Decent Work Risk Assessment in Brazilian Agriculture This dataset provides integrated indicators for a Climate-Decent Work Risk Assessment of rural agricultural workers in Brazil.It covers all 5,570 Brazilian municipalities and a harmonised spatial grid at 0.05-degree(~5.5 km) resolution. The dataset integrates three analytical pillars following the IPCC framework(Risk = Hazard × Exposure × Vulnerability): (1) CLIMATE HAZARD SCORE — A composite index combining 23 indicators from 7international datasets into 9 hazard groups: Excessive Heat, UV Radiation,Droughts, Floods, Wildfires, Air Pollution, Vector-borne Diseases,Agrochemicals, and WASH. Indicators are normalised to 0–100 andweighted using expert priors adjusted by Data Quality Assessment (DQA) scores.Primary sources: CCVI v2.0, Global Inequalities in Environmental Conditions, TEMIS UV, ThinkHazard!(World Bank), AdaptaBrasil (MCTI), IDSC-BR 2025, Tang et al. pesticide risk. (2) AGRICULTURAL EXPOSURE — Crop harvested area and crop area per municipality× crop type (~113 crops) from CROPGRIDSv1.08 (not included in the dataset). Total worker by demographics from IBGE agricultural census activity classes. (3) DECENT WORK SCORE — A composite index of 35 indicators organisedinto 10 ILO Decent Work elements, including employment opportunities, adequateearnings, working time, equality of opportunity, forced labour, occupationalsafety, and social security. Derived from PNADC (2021–2024), IDSC-BR 2025,IPS Brasil, SINAN, and CPT forced-labour rescue data. Bayesian shrinkageestimators stabilise state-level PNADC estimates. All datasets are linkable via the IBGE 7-digit municipality code (CD_MUN).The primary files are provided in Excel formats.本数据集来自手稿《巴西农业领域气候-体面工作风险评估》，旨在为巴西农村农业从业者的气候-体面工作风险评估提供集成指标。数据集覆盖巴西全部5570个市政辖区，并采用分辨率为0.05度（约5.5千米）的标准化空间格网。 本数据集遵循政府间气候变化专门委员会（Intergovernmental Panel on Climate Change, IPCC）的风险评估框架（风险=灾害×暴露×脆弱性），整合了三大分析支柱： (1) 气候灾害得分（Climate Hazard Score）：该综合指数将7个国际数据集的23项指标整合为9类灾害组别：极端高温、紫外线辐射、干旱、洪涝、野火、大气污染、媒介传播疾病、农用化学品以及饮水卫生与环境卫生（WASH）。指标已归一化至0-100区间，并采用经数据质量评估（Data Quality Assessment, DQA）得分校准的专家先验权重进行加权。原始数据来源包括：CCVI v2.0、全球环境条件不平等数据集、TEMIS UV、世界银行ThinkHazard!、巴西科技与创新部（Ministério da Ciência, Tecnologia e Inovação, MCTI）下属的AdaptaBrasil、IDSC-BR 2025以及Tang等人的农药风险研究数据集。 (2) 农业暴露度（Agricultural Exposure）：数据包含各市政辖区按作物类型（约113种作物）划分的作物收获面积与种植面积（数据源自CROPGRIDSv1.08，未包含于本数据集内）；以及基于巴西地理与统计研究所（IBGE）农业普查活动分类的分人口统计特征从业者总人数。 (3) 体面工作得分（Decent Work Score）：该综合指数包含35项指标，归为10项国际劳工组织（International Labour Organization, ILO）体面工作维度，涵盖就业机会、足额薪酬、工作时长、机会平等、强迫劳动、职业安全与社会保障等。数据源自巴西持续家庭抽样调查（Pesquisa Nacional por Amostra de Domicílios Contínua, PNADC）2021-2024年数据、IDSC-BR 2025、IPS Brasil、巴西国家传染病监测信息系统（Sistema de Informação de Vigilância Epidemiológica, SINAN）以及巴西天主教土地委员会（Comissão Pastoral da Terra, CPT）的强迫劳动救援数据。采用贝叶斯收缩估计量对州级PNADC估算结果进行平滑稳定处理。 所有数据集均可通过IBGE 7位市政辖区代码（CD_MUN）进行关联。核心文件均以Excel格式提供。