[In Preparation]
Jeong, M., McCarty, D., & Kim, HW.* Enhancing Urban Resilience through Green Infrastructure: NDVI-Based Assessment of Jakarta's Flood Risk. Climate Services. Under 2nd Review.
McCarty, D. & Kim, HW.* Temporal Barriers and Transport Disadvantage in Pedestrian Networks: A Persona-Based MSPA Analysis of a Korean Smart City, Songdo. Transport Geography. Under 2nd Review.
McCarty, D., Lee, H., Jeong, M., & Kim, HW.* Green Infrastructure Connectivity and Residential Electricity Usage During the Cooling Season: An Explainable Machine Learning Approach in Incheon, South Korea. Journal of Asian Architecture and Building Engineering. Under 1st Review.
[Published Journals]
¹ First Author * Corresponding Author
2026
[42] Jeong, M., McCarty, D., & Kim, HW.* A Machine Learning Approach to Predict Urban Flood Risk under Future Climate Change Scenarios: A Case Study of Jakarta, Indonesia. Journal of the Korean Society of Hazard Mitigation, 26(2). In Press.
[41] Kim, K., Jeong, M., & Kim, HW.* Analyzing Pedestrian Environment Perceptions and Commercial Vitality in Local Brand Commercial Districts Using a Multimodal Large Language Model and Necessary Condition Analysis. Journal of Korea Urban Regeneration Association. In Press.
2025
[40] Kim, K., Jeong, M., & Kim, HW.* Examining the Characteristics and Dynamic Changes in Seoul’s Alley Commercial District Using Commercial Vitality and Business Diversity Indices. The Korea Spatial Planning Review. 125, 19-39. Link
[39] Jeong, M., Kim, K., Lee, C., & Kim, HW.* Flood Risk Prediction Using the Grid-Based Machine Learning Models in Incheon. Land and Housing Review. 16(2), 35-48. Link
[38] Kim, M., Park, Y., Lee, J., Kim, HW., & Kim, J. Quantifying Perceived Decline through Deep Learning Predictions and Analyzing Association with Objective Measures: A Case Study of Seoul, S. Korea. Cities, 159, 105749. Link
2024
[37] McCarty, D., Jeong, M., Kim, K., & Kim, HW.* Assessing the Accessibility and Equity of Urban Parks Using Park Desert Index: The Case of Seoul, South Korea. The Studies in Regional Development, 56(2), 1-34. Link
[36] McCarty, D., Lee, D., Park, Y., & Kim, HW.* (2024). Exploring Road Safety through Urban Fabric Characteristics and Theory-driven Prediction Modeling with SEM-XGBoost. Environment and Planning B: Urban Analytics and City Science, 52(2), 303-321. Link
[35] Jeong, M., Park, Y. & Kim, HW.* (2024). Unraveling the Impact of Pandemic: Investigating COVID-19 Effects on Seoul’s Alley Market Districts through Sales Variance and Urban Decline Assessment. Applied Spatial Analysis and Policy, 17, 301-322. Link
[34] McCarty, D., & Kim, HW.* (2024). Risky Behaviors and Road Safety: An Exploration of Age and Gender Influences on Road Accident Rates. Plos One, 19(1), e0296663. Link
[33] Jeong, M., Ahn, J., Kim, H., & Kim, HW.* (2024). Machine Learning-Based Business Diversification Strategies for Building Resilient Alley Market Districts nearby Subway Station after the Pandemic. Crisisonomy, 20(1), 61-81.Link
2023
[32] Kim HW¹, McCarty D, Jeong M. (2023). Examining Commercial Crime Call Determinants in Alley Commercial Districts Before and After COVID-19: A Machine Learning-Based SHAP Approach. Applied Sciences, 13(21), 11714. Link
[31] Jeong, M. & Kim, HW.* (2023). Diagnostic Study of Commercial District Revitalization Factors based on Principal Component Analysis. Journal of Urban Science, 12(1), 49-58. Link
[30] Jeong, M. & Kim, HW.* (2023). Analyzing the Influence of Cognitive Indices on Alley Commercial District Crime and Exploring Spatial Variation–Before and After COVID-19. Journal of the Korean Urban Management Association, 36(3), 147-165. Link
[29] McCarty, D., & Kim, HW.* (2023). A Standardized European Hexagon Gridded Dataset Based on OpenStreetMap POIs. Data in Brief, 49, 109315. Link
2022
[28] Kim, K., Lee, C., & Kim, HW.* (2022). Understanding the Accessibility of Urban Parks and Connectivity of Green Spaces in Single-person Household Distribution: Case Study of Incheon, South Korea. Land, 11(9), 1441. Link
[27] Kim, D., Kim, HW., & Lee, C. (2022). Examining the Performance Measurement Factors Impacting on the Effectiveness of Disaster Management System. Journal of Safety and Crisis Management, 12(4), 9-18. Link
[26] Jeong, M., Kim, K., & Kim, HW.* (2022). Establishing Urban Green Infrastructure Networks through Connectivity Analysis: Focused on Incheon. Journal of Environmental Policy and Administration, 30(1), 31-62. Link
2021
[25] McCarty, D., Lee, J., & Kim, HW.* (2021). Machine Learning Simulation of Land Cover Impact on Surface Urban Heat Island Surrounding Park Areas. Sustainability, 13, 12678. Link
[24] Lee, J. & Kim, HW.* (2021). Examining the Role of Urban Parks in the Post-COVID-19 Era through the Assessment of Alley Market District Sales. Journal of the Korean Urban Management Association, 34(3), 133-155. Link
[23] Lee, J., Kim, H., & Kim, HW.* (2021). Commercial Vacancy Prediction Using LSTM Neural Networks. Sustainability, 13, 5400. Link
2020
[22] McCarty, D., Kim, HW, & Lee, H. (2020). Evaluation of Light Gradient Boosted Machine Learning Technique in Large Scale Land Use and Land Cover Classification. Environments, 7, 84. Link
[21] Park, Y., Kim, HW, & Kim, Y. (2020). Reconciling New Urbanist Plans: Plan Quality Evaluation for Cities in Florida, U.S. International Journal of Urban Sciences, 24(4), 462-484. Link
[20] Lee, H. & Kim, HW.* (2020).Examining the Effect of Green Infrastructure Configurations and Patterns on Urban Thermal Environment in Incheon, South Korea. Journal of Korean Regional Development Association, 32(3), 67-94. Link
[19] Kim, HW¹., McCarty, D., & Lee, J. (2020). Enhancing Sustainable Urban Regeneration through Smart Technologies: An Assessment of Local Urban Regeneration Strategic Plans in Korea. Sustainability, 12(17), 6868. Link
[18] Sohn, W., Kim, HW.*, Kim, J.-H., & Li, M.-H. (2020). The Capitalized Amenity of Green Infrastructure in Single-family Housing Values: An Application of the Spatial Hedonic Pricing Method. Urban Forestry & Urban Greening, 49, 126643. Link
[17] Kim, HW¹*. (2020). Examining the Impact of LID Practices on Mitigating Stormwater Runoff in a Repetitively Flooded Area. Journal of Safety and Crisis Management, 10(1), 27-34. Link
2019
[16] Lee, J., & Kim, HW.* (2019). Analysis of Stormwater Runoff Reduction Effect Through Applying Low Impact Development Practices in a Flood Prone Area: Case of Incheon, South Korea. The Korea Spatial Planning Review, 102(9), 49-67. Link
[15] Lee, J., Park, Y., & Kim, HW.* (2019). Evaluation of Local Comprehensive Plans to Vacancy Issue in a Growing and Shrinking City. Sustainability, 11(18), 4966. Link
[14] Park, H., Lee, J., & Kim, HW.* (2019). Evaluation of Local Comprehensive Plan for Sustainable Urban Regeneration. Journal of Urban Science, 8(1), 15-23. Link
[13] Choi, M. & Kim, HW.* (2019). Identifying Priority Management Area for Unexecuted Urban Parks in Long-term by Considering the Pattern of Green Infrastructure. Journal of the Environmental Policy and Administration, 27(1), 243-265. Link
[12] Lee, J. & Kim, HW.* (2019). Increasing Urban Resiliency by Examining the Flood Mitigation Effect of LID Practices in Urban Regeneration Project Areas. Crisisnomy, 15(9), 95-109. Link
2018
[11] Kim, HW.¹, & Tran, T. (2018). An Evaluation of Local Comprehensive Plans Toward Green Infrastructure in US. Sustainability, 10(11), 4143. Link
[10] Woo, J., Kim, HW., Lee, KJ.* (2018). Can Another Sustainability Rating System replace LEED-ND Certification for Multi-family Housing Projects? International Journal of Sustainable Building Technology and Urban Development, 9(3), 139-157. Link
2017
[9] Kim, J., Kim, C., & Kim, HW.* (2017). Using GIS Spatial Analysis to Protect Critical Habitats in the Big Cyprus Watershed, South Florida. Journal of Korean Institute of Building Information Modeling, 7(4), 31-38. Link
[8] Kim, HW.¹, Kim, JH., Li, W. Yang, P., & Cao, Y. (2017). Exploring the Impact of Green Space Health on Runoff Reduction using NDVI. Urban Forestry & Urban Greening, 28, 81-87. Link
[7] Kim, HW.¹, & Li, MH. (2017). Managing Stormwater for Urban Sustainability: An Evaluation of Local Comprehensive Plans in the Chesapeake Bay Watershed Region. Journal of Environmental Planning and Management, 60(10), 1702-1725. Link
[6] Park, Y., & Kim, HW.* (2017). The Cross-level Impact of Landscape Patterns on Housing Premiums in Micro-neighborhoods. Urban Forestry & Urban Greening, 24, 80-91. Link
2016
[5] Kim, HW.¹, & Park, Y. (2016). Urban Green Infrastructure and Local Flooding: The Impact of Landscape Pattern on Peak Runoff in Four Texas MSAs. Applied Geography, 77, 72-81. Link
[4] Kim, HW.¹, Li, MH., Kim, H., & Lee, H. (2016). Cost-benefit Analysis and Equitable Cost Allocation for Residential Rainwater Harvesting Systems in the City of Austin, Texas. International Journal of Water Resources Development, 32(5), 749-764. Link
[3] Kim, HW.¹, & Li, MH. (2016). Sustainable Stormwater Management: Examining the Role of Local Planning Capacity in Mitigating Peak Surface Runoff. Sustainability, 8(9), 763. Link
[2] Kim, HW.¹, Li, MH., Kim, J., & Jaber, F. (2016). Examining the Impact of Suburbanization on Surface Runoff Using the SWAT. International Journal of Environmental Research, 10(3), 379-390. Link
[1] Kim, HW.¹* (2016). Towards Sustainable Stormwater Management and Planning: Evaluating Local Comprehensive Plan Policies in the Mid-Atlantic Region. Journal of the Regional Association of Architectural Institute of Korea, 18(2), 189-196. Link