Member Since 2011
Jing Wei
Assistant Research Scientist, University of Maryland College Park
AGU Research
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Machine and Deep Learning Enhance Ambient Air Quality Monitoring and Forecasting from Space
MACHINE LEARNING AND OTHER NOVEL TECHNIQUES IN ATMOSPHERIC AND ENVIRONMENTAL SCIENCES: APPLICATION AND DEVELOPMENT II ORAL
atmospheric sciences | 12 december 2024
Jing Wei
AI holds significant potential for enhancing air pollution tracking from space. We have developed a series of machine and deep learning models to esti...
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Estimating Aerosol Liquid Water Content in the Contiguous United States from 2000 to 2020 using Machine Learning with Less Biased and High Spatiotemporal Resolution Datasets
ENHANCING AIR QUALITY MONITORING WITH ADVANCED TECHNOLOGIES I POSTER
atmospheric sciences | 10 december 2024
Bingqing Zhang, Lifei Yin, Hongyu Guo, Lu Xu, Qian...
Aerosol liquid water content (ALWC) plays an important role in aerosol mass and compositions by affecting the phase partition of semi-volatile species...
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Satellite-derived long-term (2003-2020) global daily gapless atmospheric XCH4 concentrations using Transformer
ASYNCHRONOUS ONLINE POSTER PRESENTATIONS: ATMOSPHERIC SCIENCES—GREENHOUSE GASES
atmospheric sciences | 09 december 2024
Yu Qu, Hanfa Xing, Jing Wei
AbstractAccurate monitoring of atmospheric methane (CH₄) concentrations is essential for improving carbon accounting and understanding climate change....
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Preference of Afternoon Precipitation Over Dry Soil in the North China Plain During Warm Seasons
JOURNAL OF GEOPHYSICAL RESEARCH: ATMOSPHERES
13 april 2024
sixuan li, Jianping Guo, Xuanze Zhang, Bing Tong, ...
The influence of soil moisture (SM) on atmospheric precipitation has been extensively studied, but few of these studies have considered the role of...
Global daily gapless 1 km PM2.5, driving factors, and health impact
ADVANCES IN ATMOSPHERIC REMOTE SENSING INVERSION I ORAL
atmospheric sciences | 15 december 2023
Zhanqing Li, Jing Wei
Fine particulate matter (PM2.5) is the largest environmental risk factor impacting human health. While PM2.5 has been measured widely across the world...
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Wildfire emissions disrupt PM2.5, BC, and mortality burden trends across the continental US
CONSTELLATION OF SATELLITES FOR ATMOSPHERIC COMPOSITION AND AIR QUALITY II ORAL
atmospheric sciences | 13 december 2023
Jing Wei, Jun Wang, Zhanqing Li
The long-term trends representing improvements in air quality and public health in the continental United States (US) were disrupted over the past dec...
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Separating Daily 1 km PM2.5 Inorganic Chemical Composition from Space in China since 2000 via Deep Learning
ATMOSPHERIC CHEMISTRY IN HIGHLY POLLUTED ENVIRONMENTS II ORAL
atmospheric sciences | 13 december 2023
Jing Wei, Zhanqing Li
Fine particulate matter (PM2.5) chemical composition has strong and diverse impacts on the planetary environment, climate, and health. These effects a...
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Association between ambient wildfire smoke PM2.5 and cause-specific mortality in the contiguous U.S.
ADVANCES IN INTERACTIONS OF AIR QUALITY AND PUBLIC HEALTH USING INTEGRATED MODELING FRAMEWORKS II ORAL
geohealth | 12 december 2023
Yiqun Ma, Emma Zang, Yang Liu, Jing Wei, Yuan Lu, ...
Background:Despite the growing evidence on the health effects of wildfire smoke in the western U.S., a comprehensive understanding of the relationship...
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