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Article: 街道绿化品质的人本视角测度框架——基于百度街景数据和机器学习的大规模分析
| Title | 街道绿化品质的人本视角测度框架——基于百度街景数据和机器学习的大规模分析 Measuring Street Greening Quality from Humanistic Perspective: A Large-scale Analysis Based on Baidu Street View Images and Machine Learning Algorithms |
|---|---|
| Authors | |
| Keywords | 风景园林 街道绿化 百度街景 机器学习 人本视角 |
| Issue Date | 2018 |
| Publisher | 风景园林杂志编辑部. The Journal's web site is located at http://www.lalavision.com/fjyl/ch/index.aspx |
| Citation | 风景园林, 2018, v. 2018 n. 8, p. 24-29 How to Cite? |
| Abstract | 新技术条件下测度街道绿化品质，实现人眼视角绿化可见度与街道可达性的整合分析。抓取上海的大规模街景数据，基于机器学习算法提取绿化可见度，将其与基于空间网络分析的街道可达性开展叠合分析，并与基于卫星遥感影像的绿化率比较，发现绿化率难以准确展现市民日常生活中绿化接触度。运用新技术和新数据推动精细化规划导控，实践上能实现大规模分析并保证高精度结果，理论上能为规划政策的人本视角转型提供支撑。 |
| Persistent Identifier | http://hdl.handle.net/10722/277139 |
| ISSN |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | YE, Y | - |
| dc.contributor.author | Zhang, L | - |
| dc.contributor.author | YAN, W | - |
| dc.contributor.author | ZENG, W | - |
| dc.date.accessioned | 2019-09-20T08:45:21Z | - |
| dc.date.available | 2019-09-20T08:45:21Z | - |
| dc.date.issued | 2018 | - |
| dc.identifier.citation | 风景园林, 2018, v. 2018 n. 8, p. 24-29 | - |
| dc.identifier.issn | 1673-1530 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/277139 | - |
| dc.description.abstract | 新技术条件下测度街道绿化品质，实现人眼视角绿化可见度与街道可达性的整合分析。抓取上海的大规模街景数据，基于机器学习算法提取绿化可见度，将其与基于空间网络分析的街道可达性开展叠合分析，并与基于卫星遥感影像的绿化率比较，发现绿化率难以准确展现市民日常生活中绿化接触度。运用新技术和新数据推动精细化规划导控，实践上能实现大规模分析并保证高精度结果，理论上能为规划政策的人本视角转型提供支撑。 | - |
| dc.language | chi | - |
| dc.publisher | 风景园林杂志编辑部. The Journal's web site is located at http://www.lalavision.com/fjyl/ch/index.aspx | - |
| dc.relation.ispartof | 风景园林 = Landscape Architecture | - |
| dc.subject | 风景园林 | - |
| dc.subject | 街道绿化 | - |
| dc.subject | 百度街景 | - |
| dc.subject | 机器学习 | - |
| dc.subject | 人本视角 | - |
| dc.title | 街道绿化品质的人本视角测度框架——基于百度街景数据和机器学习的大规模分析 | - |
| dc.title | Measuring Street Greening Quality from Humanistic Perspective: A Large-scale Analysis Based on Baidu Street View Images and Machine Learning Algorithms | - |
| dc.type | Article | - |
| dc.identifier.email | Zhang, L: zhanglz@hku.hk | - |
| dc.description.nature | link_to_subscribed_fulltext | - |
| dc.identifier.doi | 10.14085/j.fjyl.2018.08.0024.06 | - |
| dc.identifier.hkuros | 305799 | - |
| dc.identifier.volume | 2018 | - |
| dc.identifier.issue | 8 | - |
| dc.identifier.spage | 24 | - |
| dc.identifier.epage | 29 | - |
| dc.publisher.place | Beijing Shi, China | - |
| dc.customcontrol.immutable | csl 191217 | - |
| dc.identifier.issnl | 1673-1530 | - |