Xiaomeng Jin
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View article: Global patterns and trends in ground-level ozone chemical formation regimes from 1996 to 2022
Global patterns and trends in ground-level ozone chemical formation regimes from 1996 to 2022 Open
Ground-level ozone (O3) formation in urban areas is nonlinearly dependent on the relative availability of its precursors: oxides of nitrogen (NOx) and volatile organic compounds (VOCs). To mitigate O3 pollution, a crucial question is to id…
View article: Impacts of wildfire smoke aerosols on near-surface ozone photochemistry
Impacts of wildfire smoke aerosols on near-surface ozone photochemistry Open
Wildfires have been an increasing concern for the environment, yet the ozone (O3) production from wildfires remains poorly characterized. Here, we aim to elucidate the role of aerosols from wildfire smoke in near-surface O3 photochemistry …
View article: Physics‐Based Spatial Oversampling of TROPOMI NO<sub>2</sub> Observations to US Neighborhoods Reveals the Disparities of Air Pollution
Physics‐Based Spatial Oversampling of TROPOMI NO<sub>2</sub> Observations to US Neighborhoods Reveals the Disparities of Air Pollution Open
Satellite observations provide continuous and global coverage observations of air pollutants, widely used to inform health impacts and air pollution disparities. Linking satellite retrievals with socioeconomic or health data involves match…
View article: Observing the Diurnal Variations of Ozone‐NO<sub>x</sub>‐VOC Chemistry Over the U.S. From the Geostationary TEMPO Instrument
Observing the Diurnal Variations of Ozone‐NO<sub>x</sub>‐VOC Chemistry Over the U.S. From the Geostationary TEMPO Instrument Open
Ground‐level ozone (O 3 ) is an air pollutant formed by the photochemical reactions between oxides of nitrogen (NO x ) and volatile organic compounds (VOCs). A key challenge in mitigating O 3 pollution is to determine whether the O 3 produ…
View article: Using Satellites to Track Indicators of Global Air Pollution and Climate Change Impacts: Lessons Learned From a NASA‐Supported Science‐Stakeholder Collaborative
Using Satellites to Track Indicators of Global Air Pollution and Climate Change Impacts: Lessons Learned From a NASA‐Supported Science‐Stakeholder Collaborative Open
The 2018 NASA Health and Air Quality Applied Science Team (HAQAST) "Indicators" Tiger Team collaboration between NASA-supported scientists and civil society stakeholders aimed to develop satellite-derived global air pollution and climate i…
View article: Impacts of wildfire smoke aerosols on near-surface ozone photochemistry
Impacts of wildfire smoke aerosols on near-surface ozone photochemistry Open
Wildfires have been an increasing concern for the environment, yet the ozone (O3) production from wildfires remains poorly characterized. Here, we aim to elucidate the role of aerosols from wildfire smoke in near-surface O3 photochemistry …
View article: REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation
REAL: Realism Evaluation of Text-to-Image Generation Models for Effective Data Augmentation Open
Recent advancements in text-to-image (T2I) generation models have transformed the field. However, challenges persist in generating images that reflect demanding textual descriptions, especially for fine-grained details and unusual relation…
View article: Global Patterns and Trends in Ground-Level Ozone Chemical Formation Regimes from 1996 to 2022
Global Patterns and Trends in Ground-Level Ozone Chemical Formation Regimes from 1996 to 2022 Open
Ground-level ozone (O3) formation in urban areas is nonlinearly dependent on the relatively availability of its precursors: oxides of nitrogen (NOx) and volatile organic compounds (VOCs). To mitigate O3 pollution, a crucial question is to …
View article: Evaluating estimation methods for wildfire smoke and their implications for assessing health effects
Evaluating estimation methods for wildfire smoke and their implications for assessing health effects Open
Growing wildfire smoke represents a substantial threat to air quality and human health in the US and across much of the globe. However, the impact of wildfire smoke on human health remains imprecisely understood, due to uncertainties in bo…
View article: Effusanin B Inhibits Lung Cancer by Prompting Apoptosis and Inhibiting Angiogenesis
Effusanin B Inhibits Lung Cancer by Prompting Apoptosis and Inhibiting Angiogenesis Open
Cancer is one of the deadliest human diseases, causing high rates of illness and death. Lung cancer has the highest mortality rate among all malignancies worldwide. Effusanin B, a diterpenoid derived from Isodon serra, showed therapeutic p…
View article: A novel transcription factor SIPA1: identification and verification in triple-negative breast cancer
A novel transcription factor SIPA1: identification and verification in triple-negative breast cancer Open
Transcription factors (TFs) regulate the expression of genes responsible for cell growth, differentiation, and responses to environmental factors. In this study, we demonstrated that signal-induced proliferation-associated 1 (SIPA1), known…
View article: Application of metagenomic next-generation sequencing in the diagnosis of urinary tract infection in patients undergoing cutaneous ureterostomy
Application of metagenomic next-generation sequencing in the diagnosis of urinary tract infection in patients undergoing cutaneous ureterostomy Open
Objective Urinary tract infection (UTI) is an inflammatory response of the urothelium to bacterial invasion and is a common complication in patients with cutaneous ureterostomy (CU). For such patients, accurate and efficient identification…
View article: Toward Consistent and Informative Event-Event Temporal Relation Extraction
Toward Consistent and Informative Event-Event Temporal Relation Extraction Open
Event-event temporal relation extraction aims to extract the temporal order between a pair of event mentions, which is usually used to construct temporal event graphs. However, event graphs generated by existing methods are usually globall…
View article: Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions
Adversarial Robustness for Large Language NER models using Disentanglement and Word Attributions Open
Large language models (LLM’s) have been widely used for several applications such as question answering, text classification and clustering. While the preliminary results across the aforementioned tasks looks promising, recent work has div…
View article: Coordinated Development of the Marine Environment and the Marine Fishery Economy in China, 2011–2020
Coordinated Development of the Marine Environment and the Marine Fishery Economy in China, 2011–2020 Open
The marine environment is the material basis for the survival and development of fishery resources, and changes in the marine environment affect the fishery economy. Therefore, against the background of sustainability and environmental unc…
View article: Investigating Changes in Ozone Formation Chemistry during Summertime Pollution Events over the Northeastern United States
Investigating Changes in Ozone Formation Chemistry during Summertime Pollution Events over the Northeastern United States Open
Understanding the local-scale spatial and temporal variability of ozone formation is crucial for effective mitigation. We combine tropospheric vertical column densities (VCDTrop) of formaldehyde (HCHO) and nitrogen dioxide (NO2), referred …
View article: RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios Open
Xinya Du, Zixuan Zhang, Sha Li, Pengfei Yu, Hongwei Wang, Tuan Lai, Xudong Lin, Ziqi Wang, Iris Liu, Ben Zhou, Haoyang Wen, Manling Li, Darryl Hannan, Jie Lei, Hyounghun Kim, Rotem Dror, Haoyu Wang, Michael Regan, Qi Zeng, Qing Lyu, Charle…
View article: Event Schema Induction with Double Graph Autoencoders
Event Schema Induction with Double Graph Autoencoders Open
Event schema depicts the typical structure of complex events, serving as a scaffolding to effectively analyze, predict, and possibly intervene in the ongoing events. To induce event schemas from historical events, previous work uses an eve…
View article: Direct estimates of biomass burning NO <sub> <i>x</i> </sub> emissions and lifetimes using daily observations from TROPOMI
Direct estimates of biomass burning NO <sub> <i>x</i> </sub> emissions and lifetimes using daily observations from TROPOMI Open
Biomass burning emits an estimated 25 % of global annual nitrogen oxides (NOx), an important constituent that participates in the oxidative chemistry of the atmosphere. Estimates of NOx emission factors, representing the amount of NOx per …
View article: Chemical-Reaction-Aware Molecule Representation Learning
Chemical-Reaction-Aware Molecule Representation Learning Open
Molecule representation learning (MRL) methods aim to embed molecules into a real vector space. However, existing SMILES-based (Simplified Molecular-Input Line-Entry System) or GNN-based (Graph Neural Networks) MRL methods either take SMIL…
View article: Reply on RC2
Reply on RC2 Open
Abstract. Biomass burning emits an estimated 25 % of global annual nitrogen oxides (NOx), an important constituent that participates in the oxidative chemistry of the atmosphere. Estimates of NOx emission factors, representing the amount o…