Graduate Student
Caryl Anne Barquilla
PhD Candidate (21.03~)
Research Area : Machine Learning for Urban Air quality prediction
LinkedIn: Caryl Anne Barquilla
Publication
Barquilla, C. A. M., Lee, J. and He, S. Y. (2023) “The impact of greenspace proximity on stress levels and travel behavior among residents in Pasig city, Philippines during the COVID-19 pandemic,” Sustainable Cities and Society. Elsevier BV. doi: 10.1016/j.scs.2023.104782.
Conference
Barquilla C.M. and Lee, J. "Exploring the Effects of Built Environment Characteristics on Traffic Collisions via Image Segmentation and Machine Learning Techniques", International Conference of Asia-Pacific Planning Societies, 2023.08.18
Barquilla C.M. and Lee, J. "Predicting air pollution and seasonal variation using random forest model: The case study of Seoul, Korea", 5th World Planning Schools Congress 16th Asian Planning Schools Association Congress, 2022.08.31
Barquilla C.M. and Lee, J. "Analysis of the influence of urban forms on the seasonal variation of particulate matter using machine learning approach: A case study of Seoul, Korea", International Conference of Asia-Pacific Planning Societies, 2022.08.20
Barquilla C.M. and Lee, J. "Accessibility, perception and usability to urban greenspaces in times of COVID-19 pandemic: a case study in Pasig City, Philippines", International Conference of Asia-Pacific Planning Societies, 2021.08.21
Award
Best paper award, International Conference of Asia-Pacific Planning Societies, Barquilla C.M. and Lee, J. "Exploring the Effects of Built Environment Characteristics on Traffic Collisions via Image Segmentation and Machine Learning Techniques", 2023.08.18
Best paper award, International Conference of Asia-Pacific Planning Societies, Barquilla C.M. and Lee, J. "Accessibility, perception and usability to urban greenspaces in times of COVID-19 pandemic: a case study in Pasig City, Philippines", 2021.08.21
Research Project
“Development of evaluation model of green infrastructure : measuring public health effect using big-data simulators", National Research Foundation of Korea(2022-2025)
“Developing an integrated assessment tool to define pedestrian exposure to fine dust pollutants at micro-scale level : Analysis of the influence of pedestrianization on the environmental quality", National Research Foundation of Korea(2019−2022)
이다은
MS Course (24.03~)
Research Area : Study Air Quality using CFD (Computational Fluid Dynamics) Simulation
Email : ldaeun4832@gmail.com
Conference
이다은·이정우, "CFD 시뮬레이션을 활용한 도로 및 건물 형상에 따른 미세먼지 분포 특성 연구", (사)한국도시설계학회 춘계학술대회, 한양대학교, 2024.04.20
Award
우수논문상, (사)한국도시설계학회 춘계학술대회 - 이다은·이정우, "CFD 시뮬레이션을 활용한 도로 및 건물 형상에 따른 미세먼지 분포 특성 연구", 2024.04.20
Conference
신예송·이정우, "근린환경요소 빅데이터 기반의 건강인프라 접근지수에 대한 연구", (사)한국도시설계학회 춘계학술대회, 한양대학교, 2024.04.20
Award
우수논문상, (사)한국도시설계학회 춘계학술대회 - 신예송·이정우, "근린환경요소 빅데이터 기반의 건강인프라 접근지수에 대한 연구", 2024.04.20