Li Dong Data-verified
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Biography and Research Information
OverviewAI-generated summary
Li Dong's research investigates atmospheric aerosols and their interactions within the planetary boundary layer, particularly focusing on their vertical distribution and transport paths in China. This work utilizes long-term observational data, such as from CALIOP, and employs simulation models like WRF-Chem to analyze air pollution characteristics, especially during events like the COVID-19 outbreak. Dong also explores the estimation of PM 2.5 concentrations using machine learning models and examines the relationship between aerosols and thermodynamic stability.
Beyond atmospheric science, Dong's research extends to human-centric topics. This includes studying university students' information service needs in the post-COVID-19 era and developing machine learning approaches for societal challenges. Dong is a recipient of two NSF grants totaling $634,828: one as Co-PI for "Counterfactually Fair Machine Learning through Causal Modeling" ($484,828) and another as PI for "EAGER: Towards Fair Regression under Sample Selection Bias" ($150,000). Dong maintains an active lab website and has published 97 works, with 556 citations and an h-index of 12.
Metrics
- h-index: 12
- Publications: 97
- Citations: 557
Selected Publications
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Design and synthesis of <scp> <i>N</i> </scp> ‐heterocycle‐fused azolyl selenoureas against <scp> <i>Rhizoctonia solani</i> </scp> and its mode‐of‐action (2025)
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Artificial intelligence for enhancing decision-making in multidisciplinary tumor boards for HCC in China (2025)
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<div> Explainable Image-Centric Forgery Detection: A&nbsp;<span>Survey</span></div> (2025)
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Application and challenges of DeepSeek in primary care in China (2025)
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Study of the Diurnally Asymmetric Precipitation Trends over Land and Ocean in a Warming Climate (2025)
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Distributional characteristics and causes of single-layer stratiform clouds over typical region in the southeastern Pacific Ocean (2025)
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Health information services of academic medical libraries in China during the pandemic era (2025)
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Distributional characteristics and causes of single-layer stratiform clouds in the Southeastern Pacific Ocean (2025)
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Long-term Assessment of Black Carbon Variation and Mechanisms Driving Extreme Events in Major Global Source Regions (2025)
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Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis (2025)
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Estimation of Near-Surface High Spatiotemporal Resolution Ozone Concentration in China Using Himawari-8 AOD (2025)
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Precipitation Characteristics and Mechanisms over Sri Lanka against the Background of the Western Indian Ocean: 1981–2020 (2024)
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Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021 (2024)
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Weather Interaction-Aware Spatio-Temporal Attention Networks for Urban Traffic Flow Prediction (2024)
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An analysis of users’ continuous use intention of academic library social media using the WeChat public platform as an example (2023)
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
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- 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
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- 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
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- 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
- Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001–2021
- Black carbon in major global source areas from 2000 to 2023: Spatiotemporal variation, vertical distribution, and extreme case analysis
- 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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