遇见数据集

HK-BFETD: Hong Kong Building Function and Energy Typology Dataset

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Zenodo2026-06-17 更新2026-05-26 收录
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HK-BFETD is a building-level bilingual (English_Chinese) dataset for Hong Kong, developed to support urban building energy modeling (UBEM) and related spatial energy analyses. It provides EMSD-aligned functional typologies, mixed-use proportional vectors, and geospatial building units that enable consistent linkage between official sectoral energy statistics and building-level spatial records. This release (v1.1.0) includes:1) HK_UBEM_Buildings_Public_v1_1.csv2) HK_UBEM_Buildings_Public_v1_1.geojson The tabular product contains 341,153 building records and 30 fields, including footprint/floor attributes, UBEM main and sub classes, mixed-use proportions, classification provenance, and probabilistic outputs for uncertainty-aware allocation. Main-class counts in this release are:- Residential_住宅类别: 251,901- Commercial_商业类别: 49,129- Mixed-use_混合用途: 31,395- Non-assessed_非评估类别: 5,373- Industrial_工业类别: 3,355 Usage scope:HK-BFETD is designed as a spatial typology and allocation dataset for benchmark-informed urban energy applications. It is suitable for city-scale stock characterization, mixed-use allocation, sectoral aggregation, scenario construction, and policy-oriented comparative analysis. For mixed-use buildings, UBEM_Mixed_Proportions can be used as initial allocation weights when distributing area- or emission-related quantities across functional sectors. Interpretation note:Probability vectors represent epistemic uncertainty and should be interpreted as probabilistic allocation weights rather than direct measurements. The dataset does not provide building-specific measured energy consumption, conditioned floor area, HVAC system characteristics, or detailed operational schedules; therefore, detailed building-by-building simulation requires additional project-specific assumptions and external data. Traceability:Classification_Source and related provenance fields support source-aware filtering and uncertainty management. Deterministic preprocessing and rule-based stages are script-traceable, while AI-assisted stages are documented through prompts, thresholds, logs, and workflow metadata. Exact byte-identical replay of API-mediated outputs may depend on external model availability and service state. Data provenance note:Some raw source datasets used in preprocessing (e.g., official or third-party source layers) are governed by their own licenses and are therefore not redistributed in this Zenodo record. This record publishes the release-ready derived products for reuse and citation. The code repository associated with the workflow is available at https://github.com/yizheng-hub/HKBFETD.git.

HK-BFETD是面向香港的建筑级双语(英语-中文)数据集,旨在支撑城市建筑能源建模(Urban Building Energy Modeling, UBEM)及相关空间能源分析。该数据集提供符合香港机电工程署(Electrical and Mechanical Services Department, EMSD)标准的功能分类体系、混合用途比例向量,以及地理空间建筑单元,可实现官方部门能源统计数据与建筑级空间记录的一致性联动。 本版本(v1.0.0)包含以下内容:1)HK_UBEM_Buildings_Public_v1.csv;2)HK_UBEM_Buildings_Public_v1.geojson;3)验证材料(审核表格及辅助文件)。 该表格型产品包含341,153条建筑记录与30个字段,涵盖占地面积/楼层属性、UBEM主分类与子分类、混合用途比例、分类来源,以及用于不确定性感知分配的概率输出结果。 本版本的主分类数量如下: - 住宅类别(Residential):251,901 - 商业类别(Commercial):49,129 - 混合用途(Mixed-use):31,395 - 非评估类别(Non-assessed):5,373 - 工业类别(Industrial):3,355 使用范围:HK-BFETD作为面向基准参考的城市能源应用的空间分类与分配数据集而设计,适用于城市尺度建筑存量特征刻画、混合用途分配、部门聚合、情景构建,以及政策导向的对比分析。针对混合用途建筑,UBEM_Mixed_Proportions可作为初始分配权重,用于在各功能板块间分配面积或排放相关数值。 解读说明:概率向量代表认知不确定性,应被解读为概率分配权重而非直接测量值。本数据集未提供建筑级实测能耗、受控楼面面积、暖通空调(Heating, Ventilation and Air Conditioning, HVAC)系统特性,以及详细运行时间表;因此逐建筑详细模拟需要额外的项目专属假设与外部数据。 可追溯性:Classification_Source及相关来源字段支持源感知过滤与不确定性管理。确定性预处理与基于规则的处理阶段可通过脚本追溯,而AI辅助阶段则通过提示词、阈值、日志与工作流元数据进行记录。通过API介导的输出的精确字节级复现可能依赖于外部模型的可用性与服务状态。 数据来源说明:预处理过程中使用的部分原始源数据集(例如官方或第三方源图层)受其自身许可协议约束,因此未在此Zenodo记录中重新分发。本记录发布可直接使用的衍生产品及配套文档,以供复用与引用。

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创建时间:
2026-04-22
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