A transfer learning-based YOLO network for sewer defect detection in comparison to classic object detection methods

Autor: Zuxiang Situ, Shuai Teng, Wanen Feng, Qisheng Zhong, Gongfa Chen, Jiongheng Su, Qianqian Zhou

Publikováno v: Developments in the Built Environment, Vol 15, Iss , Pp 100191- (2023)

Deep learning has shown promising performance in automated sewer defect detection, however, is generally data-driven and computationally intensive. Transfer learning (TL) solves the problem of data limitations and avoids the need to build models from

Externí odkaz: https://doaj.org/article/7e58bfde480744e6b184bf2856b9f784

Conceptual planning approach of low impact developments for combined water quality‐quantity control at an urban scale: A case study in Southern China

Autor: Qianqian Zhou, Jinhua Luo, Zhao Qin, Jiongheng Su, Yi Ren

Publikováno v: Journal of Flood Risk Management, Vol 15, Iss 1, Pp n/a-n/a (2022)

Abstract Managing urban water in many cities becomes more challenging under impacts of climate change and urbanization. Low impact development (LID) measures have been increasingly recognized and applied thanks to their capability of tackling multi�

Externí odkaz: https://doaj.org/article/a2239dc358e04b9badcce5c8d23f70d9

Recent changes in vulnerability and responses of economic and human systems to major extreme weather hazards in the United States

Autor: Jinhua Luo, Qianqian Zhou, Guoyong Leng, Jiongheng Su

Publikováno v: Geomatics, Natural Hazards & Risk, Vol 11, Iss 1, Pp 357-376 (2020)

Reducing the impacts and risk of weather hazards requires better knowledge of the regions that are most affected in terms of economic damage, fatality and injury. While understanding of weather hazards has greatly improved, regional vulnerability to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::083008a52689f418e8a9a1d1540d17d4
https://doi.org/10.1080/19475705.2020.1725151

Magnetic multi-walled carbon nanotubes modified with polyaluminium chloride for removal of humic acid from aqueous solution

Autor: Chan Lai, Jiongheng Su, Li Zhijun, Zhifeng He, Huang Su, Cui Yiyang, Shaoxiu Li, Pan Zhengyu, Dongmei Li, Bohan Ke

Publikováno v: Journal of Molecular Liquids. 279:241-250

Magnetic multi-walled carbon nanotubes (MWCNTs) prepared by chemical co-precipitation method were loaded with polyaluminium chloride (PAC) using microwave irradiation to synthesize magnetic PAC multi-walled carbon nanotubes (M-PAC-MWCNTs) for removal

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3a50201c463a1b3ed02cd5408fd646ec
https://doi.org/10.1016/j.molliq.2019.01.016

A GIS-Based Hydrological Modeling Approach for Rapid Urban Flood Hazard Assessment

Autor: Junman Feng, Yi Ren, Jiongheng Su, Zijian Ye, Jinhua Luo, Qianqian Zhou, Karsten Arnbjerg-Nielsen

Publikováno v: Zhou, Q, Su, J, Arnbjerg-Nielsen, K, Ren, Y, Luo, J, Ye, Z & Feng, J 2021, ' A GIS-Based Hydrological Modeling Approach for Rapid Urban Flood Hazard Assessment ', Water, vol. 13, no. 11, 1483 . https://doi.org/10.3390/w13111483
Water, Vol 13, Iss 1483, p 1483 (2021)
Water
Volume 13
Issue 11

Urban floods are detrimental to societies, and flood mapping techniques provide essential support for decision-making on the better management of flood risks. This study presents a GIS-based flood characterization methodology for the rapid and effici

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31e5de548556a8fe032e57671cd74fd1
https://orbit.dtu.dk/en/publications/2a0c1b7a-a603-405d-825e-1aa5ad3ecadd