Li Dong
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Researcher
Formerly Arkansas Affiliated with Arkansas State University through 2017; recent publications list Yuncheng University, Columbia University.
Faculty Researcher
Upstream record may be merged OpenAlex, the source of these figures, lists 48 institutions in 4 countries for this author record — a pattern that usually means it combines several researchers with similar names. The totals above may include work by other people.
Research Areas
Biomedical Subjects
Links
Biography and Research Information
OverviewAI-generated summary
Li Dong's research focuses on environmental science and public health, with a particular emphasis on air pollution in China and the application of artificial intelligence in environmental and health-related analyses. Dong has investigated the characteristics of air pollution during the COVID-19 outbreak in China and developed machine learning models for estimating PM2.5 concentrations. Their work also includes analyzing long-term trends in atmospheric aerosol distribution and transport using satellite data, and studying watershed evaporation through isotopic analysis.
Further research extends to the intersection of technology and human behavior, including assessing university students' health information needs in the post-COVID-19 era using the Kano model and developing spatio-temporal attention networks for urban traffic flow prediction. Dong has received federal funding from the National Science Foundation for research on counterfactually fair machine learning through causal modeling and on fair regression under sample selection bias.
With a scholarly record including 97 publications and 557 citations, Dong has an h-index of 12. Their recent work has been published in 2021, 2022, 2023, and 2024, demonstrating recent activity in their research areas.
Metrics
- h-index: 12
- Publications: 97
- Citations: 557
Selected Publications
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Consumer learning of product quality with time delay: Insights from spatial price equilibrium models with differentiated products (2017)
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Supply Chain Network Oligopolies with Product Differentiation (2016)
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Supply Chain Network Competition in Prices and Quality (2016)
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Information Asymmetry in Perfectly Competitive Spatial Price Equilibrium Problems (2016)
Federal Grants 2 $634,828 total
III:Small: Counterfactually Fair Machine Learning through Causal Modeling
Collaboration Network
Top Collaborators
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Evapotranspiration responses to CO2 and its driving mechanisms in four ecosystems based on CMIP6 simulations: Forest, shrub, farm and grass
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
Showing 5 of 9 shared publications
- Analysis on the Characteristics of Air Pollution in China during the COVID-19 Outbreak
- Estimation of PM <sub>2.5</sub> concentration in China using linear hybrid machine learning model
- Analysis of Long‐Term Trends in the Vertical Distribution and Transport Paths of Atmospheric Aerosols in Typical Regions of China Using 15 Years of CALIOP Data
- Using Lidar and Historical Similar Meteorological Fields to Evaluate the Impact of Anthropogenic Control on Dust Weather During COVID-19
- Estimation of Near-Surface High Spatiotemporal Resolution Ozone Concentration in China Using Himawari-8 AOD
Showing 5 of 8 shared publications
- Evapotranspiration responses to CO2 and its driving mechanisms in four ecosystems based on CMIP6 simulations: Forest, shrub, farm and grass
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Precipitation Characteristics and Mechanisms over Sri Lanka against the Background of the Western Indian Ocean: 1981–2020
- Long-term Assessment of Black Carbon Variation and Mechanisms Driving Extreme Events in Major Global Source Regions
Showing 5 of 8 shared publications
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
Showing 5 of 7 shared publications
- Analysis on the Characteristics of Air Pollution in China during the COVID-19 Outbreak
- Estimation of PM <sub>2.5</sub> concentration in China using linear hybrid machine learning model
- Analysis of Long‐Term Trends in the Vertical Distribution and Transport Paths of Atmospheric Aerosols in Typical Regions of China Using 15 Years of CALIOP Data
- Comment on amt-2021-64
- Comment on amt-2021-64
Showing 5 of 6 shared publications
- Evapotranspiration responses to CO2 and its driving mechanisms in four ecosystems based on CMIP6 simulations: Forest, shrub, farm and grass
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Long-term Assessment of Black Carbon Variation and Mechanisms Driving Extreme Events in Major Global Source Regions
- Distributional characteristics and causes of single-layer stratiform clouds in the Southeastern Pacific Ocean
Showing 5 of 6 shared publications
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Interaction between aerosol and thermodynamic stability within the planetary boundary layer during wintertime over the North China Plain: aircraft observation and WRF-Chem simulation
- Interaction between aerosol and thermodynamic stability within the PBL during the wintertime over the North China Plain: Aircraft observation and WRF-Chem simulation
- Comment on acp-2021-769
- Comment on acp-2021-769
- Comment on acp-2021-769
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Long-term Assessment of Black Carbon Variation and Mechanisms Driving Extreme Events in Major Global Source Regions
- Distributional characteristics and causes of single-layer stratiform clouds in the Southeastern Pacific Ocean
- Distributional characteristics and causes of single-layer stratiform clouds over typical region in the southeastern Pacific Ocean
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