暂无分享,去创建一个
[1] Julie M. David. Big Data Mining (巨量資料探勘) , 2014 .
[2] Vesna Kosorić,et al. Design Optimization of Productive Façades: Integrating Photovoltaic and Farming Systems at the Tropical Technologies Laboratory , 2018, Sustainability.
[3] R. Belarbi,et al. A comprehensive study of the impact of green roofs on building energy performance , 2012 .
[4] Sara Wilkinson,et al. Green roof retrofit potential in the central business district , 2009 .
[5] Timothy Carter,et al. Life-cycle cost-benefit analysis of extensive vegetated roof systems. , 2008, Journal of environmental management.
[6] Ursula Eicker,et al. Assessment of the photovoltaic potential at urban level based on 3D city models: A case study and new methodological approach , 2017 .
[7] Kasun Hewage,et al. Probabilistic social cost-benefit analysis for green roofs: A lifecycle approach , 2012 .
[8] Rui Zhu,et al. Assessment of solar photovoltaic potentials on urban noise barriers using street-view imagery , 2021 .
[9] Benjamin H. Mandel,et al. Economic comparison of white, green, and black flat roofs in the United States , 2014 .
[10] J. Nagel,et al. Assessing Performance , 2019, The United States and Canada.
[11] Subhransu Maji,et al. DeepRoof: A Data-driven Approach For Solar Potential Estimation Using Rooftop Imagery , 2019, KDD.
[12] N. Wong,et al. The effects of rooftop garden on energy consumption of a commercial building in Singapore , 2003 .
[13] Theodore G Theodosiou,et al. Summer period analysis of the performance of a planted roof as a passive cooling technique , 2003 .
[14] Jantien Stoter,et al. Bayesian calibration at the urban scale: a case study on a large residential heating demand application in Amsterdam , 2020 .
[15] Filip Biljecki,et al. 3D city models for urban farming site identification in buildings , 2020, Comput. Environ. Urban Syst..
[16] M. Santamouris. Cooling the cities – A review of reflective and green roof mitigation technologies to fight heat island and improve comfort in urban environments , 2014 .
[17] N. Wong,et al. Greenery as a mitigation and adaptation strategy to urban heat , 2021, Nature Reviews Earth & Environment.
[18] Xiao Ping Song,et al. Assessment of light adequacy for vertical farming in a tropical city , 2018 .
[19] Philip L. Smith,et al. The concept of application , 1981 .
[20] Edgar Villarreal-Gonzalez,et al. Response of a Sedum green-roof to individual rain events , 2005 .
[21] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[22] Chi‐Feng Chen,et al. Performance evaluation and development strategies for green roofs in Taiwan: A review , 2013 .
[23] Barbara J. Lence,et al. Assessing the performance of sustainable technologies: a framework and its application , 2007 .
[24] Trevor Darrell,et al. Fully Convolutional Networks for Semantic Segmentation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[25] R. Stouffs,et al. Hierarchical (multi-label) architectural image recognition and classification , 2021, CAADRIA proceedings.
[26] Supratik Mukhopadhyay,et al. DeepSat: a learning framework for satellite imagery , 2015, SIGSPATIAL/GIS.
[27] Dan Stowell,et al. A harmonised, high-coverage, open dataset of solar photovoltaic installations in the UK , 2020, Scientific data.
[28] T. Reindl,et al. Impact of urban block typology on building solar potential and energy use efficiency in tropical high-density city , 2019, Applied Energy.
[29] Marek R. Ogiela,et al. Multimedia tools and applications , 2005, Multimedia Tools and Applications.
[30] Natalia Gimelshein,et al. PyTorch: An Imperative Style, High-Performance Deep Learning Library , 2019, NeurIPS.
[31] Robert Ries,et al. Comparative environmental life cycle assessment of green roofs , 2007 .
[32] Oscar Eugenio Bellini,et al. Rooftop architecture and urban roofscape: designing the new vertical city , 2019 .
[33] Jiafan Yu,et al. DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States , 2018, Joule.
[34] N. Wong,et al. Effects of vertical greenery on mean radiant temperature in the tropical urban environment , 2014 .
[35] N. Kishnani,et al. Building Integrated Agriculture: Utilising Rooftops for Sustainable Food Crop Cultivation in Singapore , 2010 .
[36] Yannis A. Phillis,et al. Urban sustainability assessment and ranking of cities , 2017, Comput. Environ. Urban Syst..
[37] Mathias Kluge,et al. Towards A New Architecture , 2016 .
[38] Muhammad Shafique,et al. Green roof benefits, opportunities and challenges – A review , 2018, Renewable and Sustainable Energy Reviews.
[39] P. Fazio,et al. Parametric investigation of geometric form effects on solar potential of housing units , 2011 .
[40] Heidi Kreibich,et al. Are OpenStreetMap building data useful for flood vulnerability modelling? , 2021, Natural Hazards and Earth System Sciences.
[41] F. Moura,et al. Urban solar potential for vehicle integrated photovoltaics , 2021 .
[42] D. Botteldooren,et al. Reducing the acoustical façade load from road traffic with green roofs , 2009 .
[43] S. Schrader,et al. Soil formation on green roofs and its contribution to urban biodiversity with emphasis on Collembolans , 2006 .
[44] Zachary M. Berzolla,et al. From concept to application: A review of use cases in urban building energy modeling , 2020, Applied Energy.
[45] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[46] Filip Biljecki,et al. Extending CityGML for IFC-sourced 3D city models , 2021 .
[47] Junwei Han,et al. A Survey on Object Detection in Optical Remote Sensing Images , 2016, ArXiv.
[48] Fang Zhao,et al. Vehicle Detection from Satellite Images , 2009 .
[49] Jun Yang,et al. Quantifying air pollution removal by green roofs in Chicago , 2008 .
[50] S. Rousseau,et al. Public versus Private Incentives to Invest in Green Roofs: A Cost Benefit Analysis for Flanders , 2010 .
[51] V. Stovin. The potential of green roofs to manage Urban Stormwater , 2010 .
[52] Siew Eang Lee,et al. Green and cool roofs’ urban heat island mitigation potential in tropical climate , 2018, Solar Energy.
[53] F. Biljecki. EXPLORATION OF OPEN DATA IN SOUTHEAST ASIA TO GENERATE 3D BUILDING MODELS , 2020, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.
[54] Daniel Feldmeyer,et al. An open resilience index: Crowdsourced indicators empirically developed from natural hazard and climatic event data , 2021, Science of The Total Environment.
[55] Shiming Xiang,et al. Vehicle Detection in Satellite Images by Hybrid Deep Convolutional Neural Networks , 2014, IEEE Geoscience and Remote Sensing Letters.
[56] Impact of urban expansion on regional temperature change in the Yangtze River Delta , 2007 .
[57] Jordan M. Malof,et al. Automatic Detection of Solar Photovoltaic Arrays in High Resolution Aerial Imagery , 2016, ArXiv.
[58] F. B. Talbot,et al. Green roof valuation: a probabilistic economic analysis of environmental benefits. , 2008, Environmental science & technology.
[59] Syed Monjur Murshed,et al. Impact of Urban Morphology on Energy Consumption of Vertical Mobility in Asian Cities—A Comparative Analysis with 3D City Models , 2018, Urban Science.
[60] Daniel Hofmann,et al. Scalable Feature Extraction with Aerial and Satellite Imagery , 2018, SciPy.
[61] M. J. Kim,et al. Green Environments and Happiness Level in Housing Areas toward a Sustainable Life , 2019, Sustainability.
[62] Kenji Suzuki,et al. A deep CNN based transfer learning method for false positive reduction , 2018, Multimedia Tools and Applications.
[63] R. Castello,et al. Big data mining for the estimation of hourly rooftop photovoltaic potential and its uncertainty , 2020 .
[64] A. Jäger-Waldau,et al. A high-resolution geospatial assessment of the rooftop solar photovoltaic potential in the European Union , 2019, Renewable and Sustainable Energy Reviews.
[65] Jean-Louis Scartezzini,et al. Deep learning in the built environment: automatic detection of rooftop solar panels using Convolutional Neural Networks , 2019, Journal of Physics: Conference Series.
[66] Liang Chen,et al. A study on the cooling effects of greening in a high-density city: An experience from Hong Kong , 2012 .
[67] Ying Long,et al. Measuring visual quality of street space and its temporal variation: Methodology and its application in the Hutong area in Beijing , 2019, Landscape and Urban Planning.
[68] Ross Maciejewski,et al. Urban form and composition of street canyons: A human-centric big data and deep learning approach , 2019, Landscape and Urban Planning.
[69] Qunshan Zhao,et al. Assessing validation methods for building identification and extraction , 2015, 2015 Joint Urban Remote Sensing Event (JURSE).
[70] S. Brenneisen. Space for urban wildlife : designing green roofs as habitats in Switzerland , 2006 .
[71] K. R I S T I,et al. Carbon Sequestration Potential of Extensive Green Roofs , 2009 .
[72] M. Hauschild,et al. Contributions of Local Farming to Urban Sustainability in the Northeast United States. , 2017, Environmental science & technology.
[73] J. Gonçalves,et al. Quantifying the City’s Green Area Potential Gain Using Remote Sensing Data , 2016 .
[74] Ronald M. Summers,et al. Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning , 2016, IEEE Transactions on Medical Imaging.
[75] J. Ahrendt. Historische Gründächer: Ihr Entwicklungsgang bis zur Erfindung des Eisenbetons , 2007 .
[76] E. Zamperini. Symbiotic architecture : rooftop additiones on existing buildings , 2014 .
[77] Francesco Frontini,et al. An integrated 3D GIS-based method for estimating the urban potential of BIPV retrofit of façades , 2020 .
[78] Julia Md. Tukiran. A STUDY ON THE COOLING EFFECTS OF GREENING FOR IMPROVING THE OUTDOOR THERMAL ENVIRONMENT IN PENANG, MALAYSIA , 2017 .
[79] Francesco Frontini,et al. BIPV Products for Façades and Roofs: a Market Analysis , 2014 .
[80] Leigh J. Whittinghill,et al. The role of green roof technology in urban agriculture , 2011, Renewable Agriculture and Food Systems.
[81] A. Richards. Energy and buildings , 2012 .
[82] Jeremy M. Jungels,et al. Attitudes and aesthetic reactions toward green roofs in the Northeastern United States , 2013 .
[83] Weixing Zhang,et al. Assessing street-level urban greenery using Google Street View and a modified green view index , 2015 .
[84] N. Wong,et al. GIS-based greenery evaluation on campus master plan , 2008 .
[85] Alamah Misni,et al. THE IMPACT OF ROOF GARDENS AT HIGH-RISE RESIDENTIAL BUILDINGS ON PROPERTY VALUES , 2017 .
[86] Chao Fan,et al. Rooftop Surface Temperature Analysis in an Urban Residential Environment , 2015, Remote. Sens..
[87] M. Santamouris,et al. Green and cool roofs’ urban heat island mitigation potential in European climates for office buildings under free floating conditions , 2013 .
[88] Virginia Stovin,et al. Green roofs; building energy savings and the potential for retrofit , 2010 .
[89] Pascal Neis,et al. Quality assessment for building footprints data on OpenStreetMap , 2014, Int. J. Geogr. Inf. Sci..
[90] N. Wong,et al. Investigation of thermal benefits of rooftop garden in the tropical environment , 2003 .
[91] Nyuk Hien Wong,et al. Holistic analysis and prediction of life cycle cost for vertical greenery systems in Singapore , 2021 .
[92] Methods and Applications of Geospatial Technology in Sustainable Urbanism , 2021, Advances in Geospatial Technologies.
[93] Dustin R Partridge,et al. Urban green roofs provide habitat for migrating and breeding birds and their arthropod prey , 2018, PloS one.
[94] A. Mendoza Beltran,et al. Urban agriculture — A necessary pathway towards urban resilience and global sustainability? , 2021, Landscape and Urban Planning.
[95] F. Meneguzzo,et al. Solar Green Roofs: A Unified Outlook 20 Years On , 2019, Energy Technology.
[96] Sam C. M. Hui,et al. Integration of green roof and solar photovoltaic systems , 2011 .
[97] C. Ratti,et al. Green streets − Quantifying and mapping urban trees with street-level imagery and computer vision , 2017 .
[98] Jinli Zhang,et al. Interactions between Building Integrated Photovoltaics and Microclimate in Urban Environments , 2006 .
[99] J. Widén,et al. Urban building energy modeling: State of the art and future prospects , 2020 .
[100] Jordan J. Bird,et al. A Study on CNN Transfer Learning for Image Classification , 2018, UKCI.
[101] Parvaneh Saeedi,et al. A novel approach for polygonal rooftop detection in satellite/aerial imageries , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).
[102] A. Cronin,et al. The Photovoltaic Heat Island Effect: Larger solar power plants increase local temperatures , 2016, Scientific Reports.
[103] V. Benson-Lira,et al. Loss of a lake system in a megacity: The impact of urban expansion on seasonal meteorology in Mexico City , 2016 .
[104] N. D. G. Davies. The Town House in Ancient Egypt , 1929 .
[105] J. Teller,et al. POTENTIAL FOR URBAN GREENING WITH GREEN ROOFS: A WAY TOWARDS SMART CITIES , 2020 .
[106] Huamei Shao,et al. Assessing city-scale green roof development potential using Unmanned Aerial Vehicle (UAV) imagery , 2020 .
[107] Hong-Seok Yang,et al. Acoustic effects of green roof systems on a low-profiled structure at street level , 2012 .
[108] Jimeno A. Fonseca,et al. Identifying carbon emission reduction potentials of BIPV in high-density cities in Southeast Asia , 2019, Journal of Physics: Conference Series.
[109] Jianya Gong,et al. Towards generating network of bikeways from Mapillary data , 2021, Comput. Environ. Urban Syst..
[110] V. Masson,et al. Solar panels reduce both global warming and urban heat island , 2014, Front. Environ. Sci..
[111] J. Beringer,et al. Assessing practical measures to reduce urban heat: Green and cool roofs , 2013 .
[112] J. Monaghan,et al. Vertical farming: a summary of approaches to growing skywards , 2019, The Journal of Horticultural Science and Biotechnology.
[113] D. Yin,et al. Impact of urban expansion on regional temperature change in the Yangtze River Delta , 2007 .
[114] M. Georgescu,et al. Anthropogenic heating of the urban environment due to air conditioning , 2014 .
[115] B. Bhatta. Remote Sensing and GIS , 2008 .