Table · dataset · 2026
<b>Multimodal Assessment of Historic Building Facades: From Component Core Morphotypes to Building-Level Visible Vulnerability</b>
Listed in ZivaHub and Deakin Research Online and DMU Figshare and HKU DataHub and Swinburne Figshare and DaYta Ya Rona and SUNScholarData and figshare and Loughborough Research Repository and GRANTS Data and UP Research Data Repository — shown once because both records carry DOI 10.6084/m9.figshare.33406402.v1
Description
<p dir="ltr">该数据集和可重复性包随手稿<b>历史建筑立面检查与建筑层评估的多模态计算》一书。</b> 该研究开发了一种多模态计算工作流程，用于对地理分散的历史建筑立面进行初步检查和建筑层级评估。</p><p dir="ltr">该研究包括<b>220座历史建筑、448张实地照片，以及来自</b>中国东铁路沿线三个研究区的2770个立面构件实例。该工作流程集成了YOLO26m-seg用于组件实例分割，Qwen2.5-VL用于结构化可视化解释，以及基于SAM2的Grounding DINO用于可见光构建和立面测量。</p><p dir="ltr">该库包含补充材料、机器可读统计表、建筑级分析结果、鲁棒性和敏感性分析、空间邻接输出、人工审核统计数据以及研究中使用的可重复性脚本。补充材料包括<b>图S1–S10和表S1–S38</b>，涵盖模型参数、编码粒度分析、立面质量阈值、群集感知统计检验、形态-材料-条件关系、建筑层级指标、条件-评分敏感性、空间邻接敏感性及人工验证。</p><p dir="ltr">为不同目的进行了两次人工验证程序：一次为注释质量控制进行600实例的两轮标签审核，以及由三位评审员对150个分层组件实例进行独立审查以验证工作流程。</p><p dir="ltr">原始现场照片不会在公共包中重新分发，因为该包适用图片所有权、隐私或数据共享限制。发布的处理数据和分析成果旨在支持对手稿中统计分析的验证和复制。</p>
Links
Where it is published
- DOI doi.org/10.6084/m9.figshare.33406402.v1 ↗
DOI / persistent id · from zivahub uct ac za
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from zivahub uct ac za
Topics
- From keywords
- Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Architectural heritage and conservation · Astronomy & Astrophysics · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer Science & AI · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Computer vision · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Engineering · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science · Social Science
Provenance · 11 source records, 83 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ZivaHub | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| Deakin Research Online | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| DMU Figshare | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| HKU DataHub | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| Swinburne Figshare | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| DaYta Ya Rona | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| SUNScholarData | oai:figshare.com:article/33406402 | 5 d ago | JSON v1 |
| figshare | oai:figshare.com:article/33406402 | 4 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/33406402 | 4 d ago | JSON v1 |
| GRANTS Data | oai:figshare.com:article/33406402 | 4 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/33406402 | 4 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].anzsrc:field:330103 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:330103 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Architectural heritage and conservation'] |
| concepts[field].anzsrc:field:460304 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · dro deakin edu au | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · figshare dmu ac uk | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · dayta nwu ac za | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · grantsdata jst go jp | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · scholardata sun ac za | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · zivahub uct ac za | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].anzsrc:field:460304 | mapping · figshare swinburne edu au | vocabulary-mapper@1.0.0 | keywords['computer vision'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare dmu ac uk | connector:figshare_dmu_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scholardata sun ac za | connector:scholardata_sun_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dro deakin edu au | connector:dro_deakin_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · grantsdata jst go jp | connector:grantsdata_jst_go_jp@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare swinburne edu au | connector:figshare_swinburne_edu_au@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:social-science | mapping · dayta nwu ac za | connector:dayta_nwu_ac_za@1.0.0 | |
| description | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/description |
| license | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/rights |
| publication_date | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | |
| title | source · zivahub uct ac za | connector:zivahub_uct_ac_za@1.0.0 | /metadata/dc/title |