https://orcid.org/0000-0003-3810-9450
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Miguel Loyola, John D Nelson, Geoffrey Clifton & David Levinson. (2023) The influence of cycle lanes on road users’ perception of road space. Urban, Planning and Transport Research 11:1.
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Sheng Hu, Hanfa Xing, Wei Luo, Liang Wu, Yongyang Xu, Weiming Huang, Wenkai Liu & Tianqi Li. (2023) Uncovering the association between traffic crashes and street-level built-environment features using street view images. International Journal of Geographical Information Science 37:11, pages 2367-2391.
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Pedro Gullon, Dustin Fry, Jesse J. Plascak, Stephen J. Mooney & Gina S. Lovasi. (2023) Measuring changes in neighborhood disorder using Google Street View longitudinal imagery: a feasibility study. Cities & Health 7:5, pages 823-829.
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Huan Ning, Zhenlong Li, Xinyue Ye, Shaohua Wang, Wenbo Wang & Xiao Huang. (2022) Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation. International Journal of Geographical Information Science 36:7, pages 1317-1342.
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Xiao Li, Huan Ning, Xiao Huang, Bahar Dadashova, Yuhao Kang & Andong Ma. (2022) Urban infrastructure audit: an effective protocol to digitize signalized intersections by mining street view images. Cartography and Geographic Information Science 49:1, pages 32-49.
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Yao Yao, Jiaqi Zhang, Chen Qian, Yu Wang, Shuliang Ren, Zehao Yuan & Qingfeng Guan. (2021) Delineating urban job-housing patterns at a parcel scale with street view imagery. International Journal of Geographical Information Science 35:10, pages 1927-1950.
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Articles from other publishers (89)
Omar Faruqe Hamim & Satish V. Ukkusuri. (2024) Towards safer streets: A framework for unveiling pedestrians’ perceived road safety using street view imagery. Accident Analysis & Prevention 195, pages 107400.
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Linchuan Yang, Haosen Yang, Bingjie Yu, Yi Lu, Jianqiang Cui & Dong Lin. (2024) Exploring non-linear and synergistic effects of green spaces on active travel using crowdsourced data and interpretable machine learning. Travel Behaviour and Society 34, pages 100673.
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Cheng Liu & Weixuan Song. (2024) Mapping property redevelopment via GeoAI: Integrating computer vision and socioenvironmental patterns and processes. Cities 144, pages 104644.
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Małgorzata B. Starzyńska-Grześ, Robin Roussel, Sam Jacoby & Ali Asadipour. (2023) Computer Vision-based Analysis of Buildings and Built Environments: A Systematic Review of Current Approaches. ACM Computing Surveys 55:13s, pages 1-25.
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Kejia Hu, Zuhui Zhang, Yuanyuan Li, Shiyi Wang, Tingting Ye, Jinglu Song, Yunquan Zhang, Jing Wei, Jian Cheng, Yujie Shen, Jiahao Pan, Jingqiao Fu, Jin Qi, Yiwen Guo, Yi Zeng & Yao Yao. (2023) Urban overall and visible greenness and diabetes among older adults in China. Landscape and Urban Planning 240, pages 104881.
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Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu, Fabio Duarte, Carlo Ratti, Diansheng Guo & Yu Liu. (2023) Comprehensive urban space representation with varying numbers of street-level images. Computers, Environment and Urban Systems 106, pages 102043.
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Bon Woo Koo, Uijeong Hwang & Subhrajit Guhathakurta. (2023) Streetscapes as part of servicescapes: Can walkable streetscapes make local businesses more attractive?. Computers, Environment and Urban Systems 106, pages 102030.
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Yao Yao, Anning Dong, Zhiqian Liu, Ying Jiang, Zijin Guo, Junyi Cheng, Qingfeng Guan & Peng Luo. (2023) Extracting the pickpocketing information implied in the built environment by treating it as the anomalies. Cities 143, pages 104575.
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Jin Zhu, Yao Gong, Changchang Liu, Jinglong Du, Ci Song, Jie Chen & Tao Pei. (2023) Assessing the Effects of Subjective and Objective Measures on Housing Prices with Street View Imagery: A Case Study of Suzhou. Land 12:12, pages 2095.
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Qinyu Cui, Yan Zhang, Guang Yang, Yiting Huang & Yu Chen. (2023) Analysing gender differences in the perceived safety from street view imagery. International Journal of Applied Earth Observation and Geoinformation 124, pages 103537.
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Bin Wu, Hailan Huang, Yu Wang, Shuxian Shi, Jianping Wu & Bailang Yu. (2023) Global spatial patterns between nighttime light intensity and urban building morphology. International Journal of Applied Earth Observation and Geoinformation 124, pages 103495.
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Xiawei Chen, Ling Zhang, Zheyuan Zhao, Fengji Zhang, Shaojun Liu & Yi Long. (2023) Characterizing and Measuring the Environmental Amenities of Urban Recreation Leisure Regions Based on Image and Text Fusion Perception: A Case Study of Nanjing, China. Land 12:11, pages 1998.
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Chuanbo Hu, Shan Jia, Fan Zhang, Changjiang Xiao, Mindi Ruan, Jacob Thrasher & Xin Li. (2023) UPDExplainer: An interpretable transformer-based framework for urban physical disorder detection using street view imagery. ISPRS Journal of Photogrammetry and Remote Sensing 204, pages 209-222.
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Jiwei Xu, Qiangqiang Xiong, Ying Jing, Lijun Xing, Rui An, Zhaomin Tong, Yanfang Liu & Yaolin Liu. (2023) Understanding the nonlinear effects of the street canyon characteristics on human perceptions with street view images. Ecological Indicators 154, pages 110756.
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Lili Liu, Zhan Gao, Pingping Luo, Weili Duan, Maochuan Hu, Mohd Remy Rozainy Mohd Arif Zainol & Mohd Hafiz Zawawi. (2023) The Influence of Visual Landscapes on Road Traffic Safety: An Assessment Using Remote Sensing and Deep Learning. Remote Sensing 15:18, pages 4437.
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Longhao Zhang, Lei Wang, Jun Wu, Pengbo Li, Jiali Dong & Tianrun Wang. (2023) Decoding urban green spaces: Deep learning and google street view measure greening structures. Urban Forestry & Urban Greening 87, pages 128028.
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Zhaowu Yu, Weiyuan Ma, Shiyuan Hu, Xihan Yao, Gaoyuan Yang, Zhaowen Yu & Bin Jiang. (2023) A simple but actionable metric for assessing inequity in resident greenspace exposure. Ecological Indicators 153, pages 110423.
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Yuhao Kang, Jonatan Abraham, Vania Ceccato, Fábio Duarte, Song Gao, Lukas Ljungqvist, Fan Zhang, Per Näsman & Carlo Ratti. (2023) Assessing differences in safety perceptions using GeoAI and survey across neighbourhoods in Stockholm, Sweden. Landscape and Urban Planning 236, pages 104768.
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Han Yue, Lin Liu & Luzi Xiao. (2023) Investigating the effect of people on the street and streetscape physical environment on the location choice of street theft crime offenders using street view images and a discrete spatial choice model. Applied Geography 157, pages 103025.
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Jorrit Ypenga, Maarten Sukel & Hamed S. Alavi. (2023) Fence detection in Amsterdam: transparent object segmentation in urban context. Frontiers in Computer Science 5.
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Jiakun Liu, Dick Ettema & Marco Helbich. (2023) Street view environments are associated with the walking duration of pedestrians: The case of Amsterdam, the Netherlands. Landscape and Urban Planning 235, pages 104752.
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Fangli Guan, Zhixiang Fang, Xucai Zhang, Haoyu Zhong, Jianhui Zhang & Haosheng Huang. (2023) Using street-view panoramas to model the decision-making complexity of road intersections based on the passing branches during navigation. Computers, Environment and Urban Systems 103, pages 101975.
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Yan Wang & Chunliang Xiu. (2023) Spatial Quality Evaluation of Historical Blocks Based on Street View Image Data: A Case Study of the Fangcheng District. Buildings 13:7, pages 1612.
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Junghwan Kim & Kee Moon Jang. (2023) An examination of the spatial coverage and temporal variability of Google Street View (GSV) images in small- and medium-sized cities: A people-based approach. Computers, Environment and Urban Systems 102, pages 101956.
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Shuting Chen & Filip Biljecki. (2023) Automatic assessment of public open spaces using street view imagery. Cities 137, pages 104329.
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Yanzhi Lu, Emma Jayne Sakamoto Ferranti, Lee Chapman & Christian Pfrang. (2023) Assessing urban greenery by harvesting street view data: A review. Urban Forestry & Urban Greening 83, pages 127917.
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Xuan He & Sylvia Y. He. (2023) Using open data and deep learning to explore walkability in Shenzhen, China. Transportation Research Part D: Transport and Environment 118, pages 103696.
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Fan Zhang, Jan Dirk Wegner, Bisheng Yang & Yu Liu. (2023) Street-level imagery analytics and applications. ISPRS Journal of Photogrammetry and Remote Sensing 199, pages 195-196.
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Negin Zarbakhsh & Gavin McArdle. (2023) Points-of-Interest from Mapillary Street-level Imagery: A Dataset For Neighborhood Analytics. Points-of-Interest from Mapillary Street-level Imagery: A Dataset For Neighborhood Analytics.
Ting Zhang, Bo Huang, Yizhen Yan, Yinyi Lin, Hung Wong, Samuel Yeung-shan Wong & Roger Yat-Nork Chung. (2023) Street-view and traditional greenness metrics with adults' sitting time in high-density living in Hong Kong: Comparing associations, air pollution and noise roles, and population heterogeneity. Science of The Total Environment 870, pages 161778.
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Ting Zhang, Bo Huang, Yizhen Yan, Yinyi Lin, Hung Wong, Samuel Yeung-shan Wong & Roger Yat-Nork Chung. (2023) Associations of residential greenness with unhealthy consumption behaviors: Evidence from high-density Hong Kong using street-view and conventional exposure metrics. International Journal of Hygiene and Environmental Health 249, pages 114145.
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Yiwei Bai, Yihang Bai, Ruoyu Wang, Tianren Yang, Xinyao Song & Bo Bai. (2023) Exploring Associations between the Built Environment and Cycling Behaviour around Urban Greenways from a Human-Scale Perspective. Land 12:3, pages 619.
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Chun Yin, Ningyezi Peng, Yuchen Li, Yuanyuan Shi, Shujuan Yang & Peng Jia. (2023) A review on street view observations in support of the sustainable development goals. International Journal of Applied Earth Observation and Geoinformation 117, pages 103205.
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Yunzhe Liu, Meixu Chen, Meihui Wang, Jing Huang, Fisher Thomas, Kazem Rahimi & Mohammad Mamouei. (2023) An interpretable machine learning framework for measuring urban perceptions from panoramic street view images. iScience 26:3, pages 106132.
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Peng Zang, Hualong Qiu, Haifan Zhang, Kaihan Chen, Fei Xian, Jianghui Mi, Hongxu Guo, Yanan Qiu & Kaihuai Liao. (2023) The built environment’s nonlinear effects on the elderly’s propensity to walk. Frontiers in Ecology and Evolution 11.
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Cai Liao, Rui Cao, Qi-Li Gao, Jinzhou Cao & Nianxue Luo. (2023) Exploring How Street-Level Images Help Enhance Remote-Sensing-Based Local Climate Zone Mapping. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 7662-7674.
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Mitra Alirezaei, Quynh C. Nguyen, Ross Whitaker & Tolga Tasdizen. (2023) Multi-Task Classification for Improved Health Outcome Prediction Based on Environmental Indicators. IEEE Access 11, pages 73330-73339.
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Xiaoge Wang, Ye Liu, Yao Yao, Suhong Zhou, Qia Zhu, Mingyang Liu & Marco Helbich. (2023) Adolescents' environmental perceptions mediate associations between streetscape environments and active school travel. Transportation Research Part D: Transport and Environment 114, pages 103549.
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Tong Qin, Weihua Dong & Haosheng Huang. (2023) Perceptions of space and time of public transport travel associated with human brain activities: A case study of bus travel in Beijing. Computers, Environment and Urban Systems 99, pages 101919.
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Noor Fatehah Mat Sood, Nor Syawallina Azman, Nangkula Utaberta, Ida Marlina Mazlan, Ilyana Sujak, Yijiao Zhou & Xin Yan. 2023. Advances in Civil Engineering Materials. Advances in Civil Engineering Materials
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Ryan Zhenqi Zhou, Yingjie Hu, Jill N. Tirabassi, Yue Ma & Zhen Xu. (2022) Deriving neighborhood-level diet and physical activity measurements from anonymized mobile phone location data for enhancing obesity estimation. International Journal of Health Geographics 21:1.
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Yujun Hou & Filip Biljecki. (2022) A comprehensive framework for evaluating the quality of street view imagery. International Journal of Applied Earth Observation and Geoinformation 115, pages 103094.
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Junjie Luo, Tianhong Zhao, Lei Cao & Filip Biljecki. (2022) Water View Imagery: Perception and evaluation of urban waterscapes worldwide. Ecological Indicators 145, pages 109615.
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Yilun Liu & Yuchen Liu. (2022) Detecting the city-scale spatial pattern of the urban informal sector by using the street view images: A street vendor massive investigation case. Cities 131, pages 103959.
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Jonathan Stiles, Yuchen Li & Harvey J Miller. (2022) How does street space influence crash frequency? An analysis using segmented street view imagery. Environment and Planning B: Urban Analytics and City Science 49:9, pages 2467-2483.
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Pongsakorn Suppakittpaisarn, Yi Lu, Bin Jiang & Marcus Slavenas. (2022) How do computers see landscapes? comparisons of eye-level greenery assessments between computer and human perceptions. Landscape and Urban Planning 227, pages 104547.
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Md. Sadrul Islam Toaha, Sakib Bin Asad, Chowdhury Rafeed Rahman, S.M. Shahriar Haque, Mahfuz Ara Proma, Md. Ahsan Habib Shuvo, Tashin Ahmed & Md. Amimul Basher. (2022) Automatic signboard detection and localization in densely populated developing cities. Signal Processing: Image Communication 109, pages 116857.
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Yiwen Wang, Di Liu & Jiameng Luo. (2022) Identification and Improvement of Hazard Scenarios in Non-Motorized Transportation Using Multiple Deep Learning and Street View Images. International Journal of Environmental Research and Public Health 19:21, pages 14054.
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Pinyang Luo, Bingjie Yu, Pengfei Li & Pengpeng Liang. (2022) Spatially varying impacts of the built environment on physical activity from a human-scale view: Using street view data. Frontiers in Environmental Science 10.
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Zhanjun HE, Zhipeng Wang, Zhong Xie, Liang Wu & Zhanlong Chen. (2022) Multiscale analysis of the influence of street built environment on crime occurrence using street-view images. Computers, Environment and Urban Systems 97, pages 101865.
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Zhen Qian, Min Chen, Yue Yang, Teng Zhong, Fan Zhang, Rui Zhu, Kai Zhang, Zhixin Zhang, Zhuo Sun, Peilong Ma, Guonian Lü, Yu Ye & Jinyue Yan. (2022) Vectorized dataset of roadside noise barriers in China using street view imagery. Earth System Science Data 14:9, pages 4057-4076.
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Chengzhuo Tong, Zhicheng Shi, Wenzhong Shi & Anshu Zhang. (2022)
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Yan Zhang, Fan Zhang & Nengcheng Chen. (2022) Migratable urban street scene sensing method based on vision language pre-trained model. International Journal of Applied Earth Observation and Geoinformation 113, pages 102989.
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Ziyu Tong & Chuanjia Gong. (2022) Integrating Characteristics of Vertical Viewing Angle into Quantitative Analysis of Street View Photos. Integrating Characteristics of Vertical Viewing Angle into Quantitative Analysis of Street View Photos.
L. W. G. Kawshalya, U. G. D. Weerasinghe & D. P. Chandrasekara. (2022) The impact of visual complexity on perceived safety and comfort of the users: A study on urban streetscape of Sri Lanka. PLOS ONE 17:8, pages e0272074.
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Yongchang Li, Li Peng, Chengwei Wu & Jiazhen Zhang. (2022) Street View Imagery (SVI) in the Built Environment: A Theoretical and Systematic Review. Buildings 12:8, pages 1167.
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Wenwen Li & Chia-Yu Hsu. (2022) GeoAI for Large-Scale Image Analysis and Machine Vision: Recent Progress of Artificial Intelligence in Geography. ISPRS International Journal of Geo-Information 11:7, pages 385.
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Huan Ning, Zhenlong Li, Cuizhen Wang, Michael E. Hodgson, Xiao Huang & Xiaoming Li. (2022) Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users. Computers, Environment and Urban Systems 95, pages 101808.
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Boan Chen, Quanlong Feng, Bowen Niu, Fengqin Yan, Bingbo Gao, Jianyu Yang, Jianhua Gong & Jiantao Liu. (2022) Multi-modal fusion of satellite and street-view images for urban village classification based on a dual-branch deep neural network. International Journal of Applied Earth Observation and Geoinformation 109, pages 102794.
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Min Cao, Ying Liang, Yanhui Zhu, Guonian Lü & Zaiyang Ma. (2022) Prediction for Origin-Destination Distribution of Dockless Shared Bicycles: A Case Study in Nanjing City. Frontiers in Public Health 10.
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Chongxian Chen, Haiwei Li, Weijing Luo, Jiehang Xie, Jing Yao, Longfeng Wu & Yu Xia. (2022) Predicting the effect of street environment on residents' mood states in large urban areas using machine learning and street view images. Science of The Total Environment 816, pages 151605.
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Fangli Guan, Zhixiang Fang, Lubin Wang, Xucai Zhang, Haoyu Zhong & Haosheng Huang. (2022) Modelling people’s perceived scene complexity of real-world environments using street-view panoramas and open geodata. ISPRS Journal of Photogrammetry and Remote Sensing 186, pages 315-331.
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Kai Zhang, Zhen Qian, Yue Yang, Min Chen, Teng Zhong, Rui Zhu, Guonian Lv & Jinyue Yan. (2022) Using street view images to identify road noise barriers with ensemble classification model and geospatial analysis. Sustainable Cities and Society 78, pages 103598.
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Akvilė Feiferytė-Skirienė, Lina Draudvilienė, Žaneta Stasiškienė, Sergej Sosunkevič, Kastytis Pamakštys, Laura Daniusevičiūtė-Brazaitė & Inga Gurauskienė. (2022) Co-Creation Hub Is the First Step for the Successful Creation of a Unified Urban Ecosystem-Kaunas City Example. International Journal of Environmental Research and Public Health 19:5, pages 2609.
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Bin Li, Hanfa Xing, Duanguang Cao, Guang Yang & Huanxue Zhang. (2022) Exploring the Effects of Roadside Vegetation on the Urban Thermal Environment Using Street View Images. International Journal of Environmental Research and Public Health 19:3, pages 1272.
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Yong Liu, Shutong Yang & Shijun Wang. (2021) Heterogeneity Study of the Visual Features Based on Geographically Weighted Principal Components Analysis Applied to an Urban Community. Sustainability 13:23, pages 13488.
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Yonglin Zhang, Shanlin Li, Rencai Dong, Hongbing Deng, Xiao Fu, Chenxing Wang, Tianshu Yu, Tianxia Jia & Jingzhu Zhao. (2021) Quantifying physical and psychological perceptions of urban scenes using deep learning. Land Use Policy 111, pages 105762.
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Andrew Larkin, Xiang Gu, Lizhong Chen & Perry Hystad. (2021) Predicting perceptions of the built environment using GIS, satellite and street view image approaches. Landscape and Urban Planning 216, pages 104257.
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Yunkun Bai, Guangmin Sun, Yu Li, Peifeng Ma, Gang Li & Yuanzhi Zhang. (2021) Comprehensively analyzing optical and polarimetric SAR features for land-use/land-cover classification and urban vegetation extraction in highly-dense urban area. International Journal of Applied Earth Observation and Geoinformation 103, pages 102496.
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Maoran Sun, Fan Zhang & Fabio Duarte. (2021) Automatic Building Age Prediction from Street View Images. Automatic Building Age Prediction from Street View Images.
Filip Biljecki & Koichi Ito. (2021) Street view imagery in urban analytics and GIS: A review. Landscape and Urban Planning 215, pages 104217.
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Jacob Kruse, Yuhao Kang, Yu-Ning Liu, Fan Zhang & Song Gao. (2021) Places for play: Understanding human perception of playability in cities using street view images and deep learning. Computers, Environment and Urban Systems 90, pages 101693.
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Yuhao Kang, Fan Zhang, Song Gao, Wenzhe Peng & Carlo Ratti. (2021) Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling. Cities 118, pages 103333.
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Juncheng Yang, Helena Rong, Yuhao Kang, Fan Zhang & Andrea Chegut. (2021) The financial impact of street-level greenery on New York commercial buildings. Landscape and Urban Planning 214, pages 104162.
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Marshall Lloyd, Ellison Carter, Florencio Guzman Diaz, Kento Taro Magara-Gomez, Kris Y. Hong, Jill Baumgartner, Víctor M. Herrera G & Scott Weichenthal. (2021) Predicting Within-City Spatial Variations in Outdoor Ultrafine Particle and Black Carbon Concentrations in Bucaramanga, Colombia: A Hybrid Approach Using Open-Source Geographic Data and Digital Images. Environmental Science & Technology 55:18, pages 12483-12492.
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Linchuan Yang, Jixiang Liu, Yuan Liang, Yi Lu & Hongtai Yang. (2021) Spatially Varying Effects of Street Greenery on Walking Time of Older Adults. ISPRS International Journal of Geo-Information 10:9, pages 596.
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Jesse Whitehead, Melody Smith, Yvonne Anderson, Yijun Zhang, Stephanie Wu, Shreya Maharaj & Niamh Donnellan. (2021) Improving spatial data in health geographics: a practical approach for testing data to measure children’s physical activity and food environments using Google Street View. International Journal of Health Geographics 20:1.
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Jonathan Cinnamon & Lindi Jahiu. (2021) Panoramic Street-Level Imagery in Data-Driven Urban Research: A Comprehensive Global Review of Applications, Techniques, and Practical Considerations. ISPRS International Journal of Geo-Information 10:7, pages 471.
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Linchuan Yang, Yibin Ao, Jintao Ke, Yi Lu & Yuan Liang. (2021) To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults. Journal of Transport Geography 94, pages 103099.
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Stefanie Lumnitz, Tahia Devisscher, Jerome R. Mayaud, Valentina Radic, Nicholas C. Coops & Verena C. Griess. (2021) Mapping trees along urban street networks with deep learning and street-level imagery. ISPRS Journal of Photogrammetry and Remote Sensing 175, pages 144-157.
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Kang Liu, Ling Yin, Meng Zhang, Min Kang, Ai-Ping Deng, Qing-Lan Li & Tie Song. (2021) Facilitating fine-grained intra-urban dengue forecasting by integrating urban environments measured from street-view images. Infectious Diseases of Poverty 10:1.
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