Rui Li
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Rui Li has a total of 44 co-authors. Here are the top co-authors by number of shared publications:
- Mikhail Chester
Arizona State Univ
5 shared publications - Alysha Helmrich
College of Engineering, University of Georgia, Athens, GA, United States of America
4 shared publications Ariane Middel
Arizona State University
3 shared publicationsJennifer K. Vanos
Arizona State University
3 shared publicationsMikhail V. Chester
Arizona State University
3 shared publications- Abbie Dirks
Arizona State Univ, 660 S Coll Ave, Tempe, AZ 85281 USA
2 shared publications
Latest Publications
- Open Access
- 25 June 2026
- Published by Elsevier in Climate Risk Management
- Vol. 53
Occupational productivity under extreme heat: Climate impacts and adaptive strategies
- 25 June 2026
- Published by Elsevier in Climate Risk Management
- Vol. 53
Open AccessOccupational productivity under extreme heat: Climate impacts and adaptive strategies
- Open Access
- 15 May 2026
- Published by International Society of Global Health in Journal of Global Health
- Vol. 16, 04162
The impact of culturally tailored video interventions for Long COVID among Hispanic/Latino populations
Long COVID has disproportionately affected Hispanic/Latino communities, particularly in Arizona. Structural inequities contribute to disparities, but limited culturally tailored health information remains an underexplored barrier to effective communication. This study evaluated the impact of culturally designed Long COVID educational videos for Hispanic/Latino audiences. We developed animated videos incorporating cultural symbols and diversity cues. Participants completed pre- and post-intervention surveys assessing Long COVID knowledge. Pre-post regression analyses examined knowledge gains, subgroup differences (education, gender, lived experience), and the influence of cultural design elements. Baseline knowledge was higher among participants with greater educational attainment; however, post-intervention knowledge levels were similar across education groups. Female participants demonstrated lower scores than males, diverging from typical health information-seeking trends. Participants with lived experience of Long COVID reported higher baseline knowledge. Cultural design features, including symbolism and perceived diversity, showed modest effects, particularly among younger viewers. Overall, knowledge increased significantly following video exposure across all subgroups. Culturally tailored Long COVID videos effectively enhanced knowledge among Hispanic/Latino audiences, mitigating educational disparities and engaging individuals with diverse experiences. While cultural design elements had limited influence, they may enhance relevance for specific subgroups. These findings support the potential of culturally responsive video interventions to improve health education access in underserved communities and highlight areas for refinement in future multimedia health communication strategies.
- 15 May 2026
- Published by International Society of Global Health in Journal of Global Health
- Vol. 16, 04162
Open AccessThe impact of culturally tailored video interventions for Long COVID among Hispanic/Latino populations
Long COVID has disproportionately affected Hispanic/Latino communities, particularly in Arizona. Structural inequities contribute to disparities, but limited culturally tailored health information remains an underexplored barrier to effective communication. This study evaluated the impact of culturally designed Long COVID educational videos for Hispanic/Latino audiences. We developed animated videos incorporating cultural symbols and diversity cues. Participants completed pre- and post-intervention surveys assessing Long COVID knowledge. Pre-post regression analyses examined knowledge gains, subgroup differences (education, gender, lived experience), and the influence of cultural design elements. Baseline knowledge was higher among participants with greater educational attainment; however, post-intervention knowledge levels were similar across education groups. Female participants demonstrated lower scores than males, diverging from typical health information-seeking trends. Participants with lived experience of Long COVID reported higher baseline knowledge. Cultural design features, including symbolism and perceived diversity, showed modest effects, particularly among younger viewers. Overall, knowledge increased significantly following video exposure across all subgroups. Culturally tailored Long COVID videos effectively enhanced knowledge among Hispanic/Latino audiences, mitigating educational disparities and engaging individuals with diverse experiences. While cultural design elements had limited influence, they may enhance relevance for specific subgroups. These findings support the potential of culturally responsive video interventions to improve health education access in underserved communities and highlight areas for refinement in future multimedia health communication strategies.
- Open Access
- 17 July 2024
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 4 (3) , 035004
Cross-boundary risks of hinterland hazards to city infrastructure
Extreme weather-related events are showing how infrastructure disruptions in hinterlands can affect cities. This paper explores the risks to city infrastructure services including transportation, electricity, communication, fuel supply, water distribution, stormwater drainage, and food supply from hinterland hazards of fire, precipitation, post-fire debris flow, smoke, and flooding. There is a large and growing body of research that describes the vulnerabilities of infrastructures to climate hazards, yet this work has not systematically acknowledged the relationships and cross-governance challenges of protecting cities from remote disruptions. An evidence base is developed through a structured literature review that identifies city infrastructure vulnerabilities to hinterland hazards. Findings highlight diverse pathways from the initial hazard to the final impact on an infrastructure, demonstrating that impacts to hinterland infrastructure assets from hazards can cascade to city infrastructure. Beyond the value of describing the impact of hinterland hazards on urban infrastructure, the identified pathways can assist in informing cross-governance mitigation strategies. It may be the case that to protect cities, local governments invest in mitigating hazards in their hinterlands and supply chains.
- 17 July 2024
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 4 (3) , 035004
Open AccessCross-boundary risks of hinterland hazards to city infrastructure
Extreme weather-related events are showing how infrastructure disruptions in hinterlands can affect cities. This paper explores the risks to city infrastructure services including transportation, electricity, communication, fuel supply, water distribution, stormwater drainage, and food supply from hinterland hazards of fire, precipitation, post-fire debris flow, smoke, and flooding. There is a large and growing body of research that describes the vulnerabilities of infrastructures to climate hazards, yet this work has not systematically acknowledged the relationships and cross-governance challenges of protecting cities from remote disruptions. An evidence base is developed through a structured literature review that identifies city infrastructure vulnerabilities to hinterland hazards. Findings highlight diverse pathways from the initial hazard to the final impact on an infrastructure, demonstrating that impacts to hinterland infrastructure assets from hazards can cascade to city infrastructure. Beyond the value of describing the impact of hinterland hazards on urban infrastructure, the identified pathways can assist in informing cross-governance mitigation strategies. It may be the case that to protect cities, local governments invest in mitigating hazards in their hinterlands and supply chains.
- Open Access
- 29 April 2024
- Published by Springer Nature in Research Square
Characterizing Individual Occupation and Travel Heat Burdens through Exposure and Reprieve
Heat exposure for urban populations has become more prevalent as the temperature and duration of heat waves in cities increase. Occupational exposure to heat is a major concern for personal health, and excessive heat exposure can cause devastating outcomes. While occupational heat exposure studies have traditionally focused on environmental temperature, work intensity, and clothing, little is known about the daily exposure profile of workers, including their daily travel and working patterns. This study developed a novel measure of exposure and reprieve dynamics, the moving average hourly exposure (MAHE) to balance short-duration but high-exposure events and capture the inability to reprieve from exposure events. MAHE was assessed by combining an activity-based travel model (ABM) and the Occupational Requirement Survey to simulate urban workers' total daily heat exposure. The simulation considers daily travel, work schedules, and outdoor working frequency. The simulation was conducted for 1 million workers in Phoenix, Arizona, using Mean Radiant Temperature (MRT). The results show that 53–89% of workers in Phoenix's construction, agriculture, transportation, raw material extraction, and entertainment industries will likely experience MAHE over 38°C for at least an hour. These industries also have up to 34% of the laborers exposed to over 7 hours of continuous 38°C and above MAHE exposure. The location of the most intense heat exposure was identified near the downtown and central business districts, significantly different from the home locations of the workers in suburban and rural areas. Formulating the MAHE balances heat risk events with cooling benefits and aids in identifying individuals with prolonged high heat exposure.
- 29 April 2024
- Published by Springer Nature in Research Square
Open AccessCharacterizing Individual Occupation and Travel Heat Burdens through Exposure and Reprieve
Heat exposure for urban populations has become more prevalent as the temperature and duration of heat waves in cities increase. Occupational exposure to heat is a major concern for personal health, and excessive heat exposure can cause devastating outcomes. While occupational heat exposure studies have traditionally focused on environmental temperature, work intensity, and clothing, little is known about the daily exposure profile of workers, including their daily travel and working patterns. This study developed a novel measure of exposure and reprieve dynamics, the moving average hourly exposure (MAHE) to balance short-duration but high-exposure events and capture the inability to reprieve from exposure events. MAHE was assessed by combining an activity-based travel model (ABM) and the Occupational Requirement Survey to simulate urban workers' total daily heat exposure. The simulation considers daily travel, work schedules, and outdoor working frequency. The simulation was conducted for 1 million workers in Phoenix, Arizona, using Mean Radiant Temperature (MRT). The results show that 53–89% of workers in Phoenix's construction, agriculture, transportation, raw material extraction, and entertainment industries will likely experience MAHE over 38°C for at least an hour. These industries also have up to 34% of the laborers exposed to over 7 hours of continuous 38°C and above MAHE exposure. The location of the most intense heat exposure was identified near the downtown and central business districts, significantly different from the home locations of the workers in suburban and rural areas. Formulating the MAHE balances heat risk events with cooling benefits and aids in identifying individuals with prolonged high heat exposure.
- Open Access
- 9 March 2023
- Published by Frontiers Media SA in Frontiers in Sustainable Cities
- Vol. 5
Effectiveness of travel behavior and infrastructure change to mitigate heat exposure
Urban heat exposure is an increasing health risk among urban dwellers. Many cities are considering accommodating active mobility, especially walking and biking, to reduce greenhouse gas emissions. However, promoting active mobility without proper planning and transportation infrastructure to combat extreme heat exposure may cause more heat-related morbidity and mortality, particularly in future with projected climate change. This study estimated the effectiveness of active trip heat exposure mitigation under built environment and travel behavior change. Simulations of the Phoenix metro region's 624,987 active trips were conducted using the activity-based travel model (ABM), mean radiant temperature (TMRT, net human radiation exposure), transportation network, and local climate zones. Two scenarios were designed to reduce traveler exposure: one that focuses on built environment change (making neighborhoods cooler) and the other on travel behavior (switching from shorter travel time but higher exposure routes to longer travel time but cooler routes) change. Travelers experienced TMRT heat exposure ranging from 29°C to 76°C (84°F to 168°F) without environmental or behavioral change. Active trip TMRT exposures were reduced by an average of 1.2–3.7°C when the built environment was changed from a hotter to cooler design. Behavioral changes cooled up to 10 times more trips than changes in built environment changes. The marginal benefit of cooling decreased as the number of cooled corridors transformed increased. When the most traveled 10 km of corridors were cooled, the marginal benefit affected over 1,000 trips/km. However, cooling all corridors results in marginal benefits as low as 1 trip/km. The results reveal that heavily traveled corridors should be prioritized with limited resources, and the best cooling results come from environment and travel behavior change together. The results show how to surgically invest in travel behavior and built environment change to most effectively protect active travelers.
- 9 March 2023
- Published by Frontiers Media SA in Frontiers in Sustainable Cities
- Vol. 5
Open AccessEffectiveness of travel behavior and infrastructure change to mitigate heat exposure
Urban heat exposure is an increasing health risk among urban dwellers. Many cities are considering accommodating active mobility, especially walking and biking, to reduce greenhouse gas emissions. However, promoting active mobility without proper planning and transportation infrastructure to combat extreme heat exposure may cause more heat-related morbidity and mortality, particularly in future with projected climate change. This study estimated the effectiveness of active trip heat exposure mitigation under built environment and travel behavior change. Simulations of the Phoenix metro region's 624,987 active trips were conducted using the activity-based travel model (ABM), mean radiant temperature (TMRT, net human radiation exposure), transportation network, and local climate zones. Two scenarios were designed to reduce traveler exposure: one that focuses on built environment change (making neighborhoods cooler) and the other on travel behavior (switching from shorter travel time but higher exposure routes to longer travel time but cooler routes) change. Travelers experienced TMRT heat exposure ranging from 29°C to 76°C (84°F to 168°F) without environmental or behavioral change. Active trip TMRT exposures were reduced by an average of 1.2–3.7°C when the built environment was changed from a hotter to cooler design. Behavioral changes cooled up to 10 times more trips than changes in built environment changes. The marginal benefit of cooling decreased as the number of cooled corridors transformed increased. When the most traveled 10 km of corridors were cooled, the marginal benefit affected over 1,000 trips/km. However, cooling all corridors results in marginal benefits as low as 1 trip/km. The results reveal that heavily traveled corridors should be prioritized with limited resources, and the best cooling results come from environment and travel behavior change together. The results show how to surgically invest in travel behavior and built environment change to most effectively protect active travelers.
- Open Access
- 1 March 2023
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 3 (1) , 015011
Dynamic criticality for infrastructure prioritization in complex environments
As infrastructure confront rapidly changing environments, there is an immediate need to provide the flexibility to pivot resources and how infrastructures are prioritized. Yet infrastructures are often categorized based on static criticality framings. We describe dynamic criticality as the flexibility to reprioritize infrastructure resources during disturbances. We find that the most important prerequisite for dynamic criticality is organizational adaptive capacity characterized by flexible goals, structures, sensemaking, and strategies. Dynamic capabilities are increasingly important in the Anthropocene, where accelerating conditions, uncertainty, and growing complexity are challenging infrastructures. We review sectors that deployed dynamic management approaches amidst changing disturbances: leadership and organizational change, defense, medicine, manufacturing, and disaster response. We use an inductive thematic analysis to identify key themes and competencies and analyze capabilities that describe dynamic criticality. These competencies drive adaptive capacity and open up the flexibility to pivot what is deemed critical, depending on the particulars of the hazard. We map these competencies to infrastructure systems and describe how infrastructure organizations may build adaptive capacity toward flexible priorities.
- 1 March 2023
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 3 (1) , 015011
Open AccessDynamic criticality for infrastructure prioritization in complex environments
As infrastructure confront rapidly changing environments, there is an immediate need to provide the flexibility to pivot resources and how infrastructures are prioritized. Yet infrastructures are often categorized based on static criticality framings. We describe dynamic criticality as the flexibility to reprioritize infrastructure resources during disturbances. We find that the most important prerequisite for dynamic criticality is organizational adaptive capacity characterized by flexible goals, structures, sensemaking, and strategies. Dynamic capabilities are increasingly important in the Anthropocene, where accelerating conditions, uncertainty, and growing complexity are challenging infrastructures. We review sectors that deployed dynamic management approaches amidst changing disturbances: leadership and organizational change, defense, medicine, manufacturing, and disaster response. We use an inductive thematic analysis to identify key themes and competencies and analyze capabilities that describe dynamic criticality. These competencies drive adaptive capacity and open up the flexibility to pivot what is deemed critical, depending on the particulars of the hazard. We map these competencies to infrastructure systems and describe how infrastructure organizations may build adaptive capacity toward flexible priorities.
- Open Access
- 17 January 2023
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 3 (1) , 015003
Vulnerability of California roadways to post-wildfire debris flows
Post-wildfire debris flows represent a significant hazard for transportation infrastructure. The location and intensity of post-fire debris movements are difficult to predict, and threats can persist for several years until the watershed is restored to pre-fire conditions. This situation might worsen as climate change forecasts predict increasing numbers of wildfire burned areas and extreme precipitation intensity. New insights are needed to improve understanding of how roadways are vulnerable to post-fire flows and how to prioritize protective efforts. Using California as a case study, the vulnerability of transportation infrastructure to post-fire debris flow was assessed considering geologic conditions, vegetation conditions, precipitation, fire risk, and roadway importance under current and future climate scenarios. The results showed significant but uneven statewide increases in the number of vulnerable roadways from the present to future emission scenarios. Under current climate conditions, 0.97% of roadways are highly vulnerable. In the future, the ratio of vulnerable roadways is expected to increase 1.9–2.3 times in the representative concentration pathways (RCPs) 4.5 emission scenarios, and 3.5–4.2 times in the RCP 8.5 emission scenarios. The threat of post-fire debris flow varies across the state, as precipitation changes are uneven. The vulnerability assessment is positioned to (a) identify, reinforce, and fortify highly vulnerable roadways, (b) prioritize watershed fire mitigation, and (c) guide future infrastructure site selection.
- 17 January 2023
- Published by IOP Publishing in Environmental Research: Infrastructure and Sustainability
- Vol. 3 (1) , 015003
Open AccessVulnerability of California roadways to post-wildfire debris flows
Post-wildfire debris flows represent a significant hazard for transportation infrastructure. The location and intensity of post-fire debris movements are difficult to predict, and threats can persist for several years until the watershed is restored to pre-fire conditions. This situation might worsen as climate change forecasts predict increasing numbers of wildfire burned areas and extreme precipitation intensity. New insights are needed to improve understanding of how roadways are vulnerable to post-fire flows and how to prioritize protective efforts. Using California as a case study, the vulnerability of transportation infrastructure to post-fire debris flow was assessed considering geologic conditions, vegetation conditions, precipitation, fire risk, and roadway importance under current and future climate scenarios. The results showed significant but uneven statewide increases in the number of vulnerable roadways from the present to future emission scenarios. Under current climate conditions, 0.97% of roadways are highly vulnerable. In the future, the ratio of vulnerable roadways is expected to increase 1.9–2.3 times in the representative concentration pathways (RCPs) 4.5 emission scenarios, and 3.5–4.2 times in the RCP 8.5 emission scenarios. The threat of post-fire debris flow varies across the state, as precipitation changes are uneven. The vulnerability assessment is positioned to (a) identify, reinforce, and fortify highly vulnerable roadways, (b) prioritize watershed fire mitigation, and (c) guide future infrastructure site selection.
- Open Access
- 1 January 2023
- Published by European Alliance for Innovation n.o.
Research on the Practice and Enlightenment of Strategic Transformation of World-Class Energy and Power Enterprises
The global energy transformation is accelerating. Many traditional energy and power companies have made a strategic transformation. This paper selects world-class energy companies such as TEPCO, EDF, E. ON and some oil companies as the research objects, analyzing their strategic transformation practices and the relevant enlightenments, to provide references for the strategic optimization of other energy and power enterprises.
- 1 January 2023
- Published by European Alliance for Innovation n.o.
Open AccessResearch on the Practice and Enlightenment of Strategic Transformation of World-Class Energy and Power Enterprises
The global energy transformation is accelerating. Many traditional energy and power companies have made a strategic transformation. This paper selects world-class energy companies such as TEPCO, EDF, E. ON and some oil companies as the research objects, analyzing their strategic transformation practices and the relevant enlightenments, to provide references for the strategic optimization of other energy and power enterprises.
- Open Access
- 23 December 2022
- Published by Atlantis Press SARL
- p. 294-304
Research on Maturity Evaluation of Energy Internet Big Data Ecosystem Based on Mathematical Statistical Model
- 23 December 2022
- Published by Atlantis Press SARL
- p. 294-304
Open AccessResearch on Maturity Evaluation of Energy Internet Big Data Ecosystem Based on Mathematical Statistical Model
- 2 December 2022
- Published by Elsevier in Transportation Research Part D: Transport and Environment
- Vol. 114
Repurposing mesoscale traffic models for insights into traveler heat exposure
- 2 December 2022
- Published by Elsevier in Transportation Research Part D: Transport and Environment
- Vol. 114
Repurposing mesoscale traffic models for insights into traveler heat exposure