Jing Yang
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View article: Bridging the “Last-mile Gap” in Climate Services Delivery: A Dynamical-AI Hybrid Framework for Next-Month Wildfire Danger Prediction and Emergency Action
Bridging the “Last-mile Gap” in Climate Services Delivery: A Dynamical-AI Hybrid Framework for Next-Month Wildfire Danger Prediction and Emergency Action Open
Precise forecasts of wildfire danger are crucial for proactive fuel management and emergency responses, yet they pose a challenge at the subseasonal scale due to limitations in prediction capabilities and a gap between forecast outputs and…
View article: Evaluation of the multiple HPV-based “screen and triage” algorithms in real-world settings of rural China
Evaluation of the multiple HPV-based “screen and triage” algorithms in real-world settings of rural China Open
Objective: Drawbacks of human papillomavirus (HPV) primary screening, including high referral rates and low specificity, highlight the necessity for triage strategies to balance the screening benefits with potential harms. Methods: A cross…
View article: Reducing a Tropical Cyclone Weak-Intensity Bias in a Global Numerical Weather Prediction System
Reducing a Tropical Cyclone Weak-Intensity Bias in a Global Numerical Weather Prediction System Open
The operational Canadian Global Deterministic Prediction System suffers from a weak-intensity bias for simulated tropical cyclones. The presence of this bias is confirmed in progressively simplified experiments using a hierarchical system …
View article: Assimilating summer sea ice thickness enhances predictions of Arctic sea ice and surrounding atmosphere within two months
Assimilating summer sea ice thickness enhances predictions of Arctic sea ice and surrounding atmosphere within two months Open
Subseasonal prediction of Arctic sea ice and associated atmospheric conditions during the melting season remains challenging due to limited understanding of sea ice initial conditions. This study integrates sea ice assimilation into the co…
View article: Landsat scene- and pixel-based cloud cover research: a review
Landsat scene- and pixel-based cloud cover research: a review Open
Clouds present a difficulty for optical remote sensing and a variable in regional climate change assessments. The likelihood of acquiring imagery under different cloud cover is crucial for assessing Landsat's capacity to investigate enviro…
View article: Evaluation of Seasonal Precipitation in South Asian Monsoon Using FGOALS-f2 Seamless Prediction System
Evaluation of Seasonal Precipitation in South Asian Monsoon Using FGOALS-f2 Seamless Prediction System Open
Timely and effective seasonal climate prediction is crucial to reduce the losses from hydrometeorological disasters by providing early warning. Evaluating the model’s performance is essential for its accurate interpretation and implementat…
View article: Foundation Models as Assistive Tools in Hydrometeorology: Opportunities, Challenges, and Perspectives
Foundation Models as Assistive Tools in Hydrometeorology: Opportunities, Challenges, and Perspectives Open
Most state‐of‐the‐art AI applications in hydrometeorology are based on classic deep learning approaches. However, such approaches cannot automatically integrate multiple functions to construct a single intelligent agent, as each function i…
View article: Severe Extreme Cold Event in Beijing‐Tianjin‐Hebei Region Tied to Mid‐High‐Latitude Intraseasonal Waves
Severe Extreme Cold Event in Beijing‐Tianjin‐Hebei Region Tied to Mid‐High‐Latitude Intraseasonal Waves Open
Extreme cold events (ECEs) have intensified in East Asia over the past decades, disrupting socio‐economic activities and public health. Understanding the mechanism and accurate prediction are crucial yet challenging. This study explores th…
View article: Leveraging Data-Driven Weather Forecasting for Improving Numerical Weather Prediction Skill Through Large-Scale Spectral Nudging
Leveraging Data-Driven Weather Forecasting for Improving Numerical Weather Prediction Skill Through Large-Scale Spectral Nudging Open
Operational weather forecasting has traditionally relied on physics-based numerical weather prediction (NWP) models, but the rise of AI-based weather emulators is reshaping this paradigm. However, most data-driven models for medium-range f…
View article: The Importance of Humidity in the Afternoon Local-Scale Precipitation Intensity over Eastern China and Its Impacts on the Aerosol Effects
The Importance of Humidity in the Afternoon Local-Scale Precipitation Intensity over Eastern China and Its Impacts on the Aerosol Effects Open
Thermally driven local-scale precipitation (LSP) is an important type of summer precipitation over China, but the prestorm environmental conditions remain unclear. In order to investigate the major factors controlling the LSP intensity, th…
View article: From Play to Progress: Student Learning of Social Skills with a Solution-Focused Approach
From Play to Progress: Student Learning of Social Skills with a Solution-Focused Approach Open
Social skills are essential for fostering healthy relationships and promoting positive social interactions. Supporting students’ development of these skills has become increasingly important in educational contexts and is emphasized within…
View article: Elderly vulnerability to temperature-related mortality risks in China
Elderly vulnerability to temperature-related mortality risks in China Open
The elderly face elevated mortality risk due to rising temperature. Previous assessments of temperature-related mortality, however, lack a comprehensive analysis of distinct impacts of temperature change across different timescales and cha…
View article: Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function
Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function Open
Recent advancements in data-driven weather forecasting models have delivered deterministic models that outperform the leading operational forecast systems based on traditional, physics-based models. However, these data-driven models are ty…
View article: The compulsory use of dust-proof nets led to significant environmental, health and economic benefits in China
The compulsory use of dust-proof nets led to significant environmental, health and economic benefits in China Open
In 2017, China launched a regulation on the compulsory coverage of construction wastes with dust-proof nets (DPNs) to mitigate air pollution resulting from urban construction activities. Challenges exist in quantifying how its implementati…
View article: Boreal Summer Extratropical Intraseasonal Oscillation Prediction in Current Subseasonal‐To‐Seasonal Operational Models Over Eurasia
Boreal Summer Extratropical Intraseasonal Oscillation Prediction in Current Subseasonal‐To‐Seasonal Operational Models Over Eurasia Open
Extratropical intraseasonal oscillations (EISO), which is akin to the tropical ISO, significantly influence mid‐high‐latitude intraseasonal variability. Previous studies have shown that biases in the dynamical prediction of EISOs reduce th…
View article: Effect of modified balanced cupping therapy based on Traditional Chinese Medicine meridian theory combined with head scraping in the treatment of wind-cold type cold
Effect of modified balanced cupping therapy based on Traditional Chinese Medicine meridian theory combined with head scraping in the treatment of wind-cold type cold Open
Objective To observed the effect of modified balanced cupping therapy based on Traditional Chinese Medicine meridian theory combined with head scraping in the treatment of wind-cold type cold. Methods Totally 30 patients with wind-cold typ…
View article: How Does the Tibetan Plateau Land Thermal Initial Condition Influence the Subseasonal Prediction of 2020 Record‐Breaking Mei‐Yu Rainfall
How Does the Tibetan Plateau Land Thermal Initial Condition Influence the Subseasonal Prediction of 2020 Record‐Breaking Mei‐Yu Rainfall Open
Accurate subseasonal prediction of heavy rainfall is helpful for disaster mitigation but challenging. The land thermal condition of Tibetan Plateau (TP), usually with climate memory ranging from weeks to seasons, has been seen as a potenti…
View article: Artificial Intelligence-Assisted Environmental DNA Metabarcoding and High-Resolution Underwater Optical Imaging for Noninvasive and Innovative Marine Environmental Monitoring
Artificial Intelligence-Assisted Environmental DNA Metabarcoding and High-Resolution Underwater Optical Imaging for Noninvasive and Innovative Marine Environmental Monitoring Open
To effectively protect the marine environment, it is crucial to establish effective environ mental monitoring platforms. Traditional marine environmental monitoring methods heavily rely on morphological identification and field expertise, …
View article: Leveraging data-driven weather models for improving numerical weather prediction skill through large-scale spectral nudging
Leveraging data-driven weather models for improving numerical weather prediction skill through large-scale spectral nudging Open
This tar file contains the additional code for spectral nudging with version 5.3.0-a4 of the Global Environmental Multiscale (GEM) model. It also contains the model configuration files representing the optimal nudging configuration. In add…
View article: Synchronous Eurasian heat extremes tied to boreal summer combined extratropical intraseasonal waves
Synchronous Eurasian heat extremes tied to boreal summer combined extratropical intraseasonal waves Open
Heat extremes frequently hit different regions synchronously during boreal summer over the Eurasian continent. A remarkable coupling is first revealed between Eurasian heat extreme occurrence and individual extratropical intraseasonal osci…
View article: Suicidal ideation and suicide attempts among students aged 12 to 24 after the lifting of COVID-19 restrictions in China: prevalence and associated factors
Suicidal ideation and suicide attempts among students aged 12 to 24 after the lifting of COVID-19 restrictions in China: prevalence and associated factors Open
Objective To investigate the prevalence and associated factors of suicidal ideation and suicide attempts among adolescent and young adults in China from December 14, 2022 to February 28, 2023, when COVID-19 restrictions were lifted. Method…
View article: Study on the Influence of Home-school Cooperation on the Mental Health of College Students in China and its Mechanism
Study on the Influence of Home-school Cooperation on the Mental Health of College Students in China and its Mechanism Open
The purpose of this study is to explore the influence of home-school cooperation on the mental health of college students in China and its mechanism. By collecting a large number of sample data and using descriptive statistics, factor anal…
View article: Exercise attenuates the association between pyrethroid exposure and sleep disorders in male adults
Exercise attenuates the association between pyrethroid exposure and sleep disorders in male adults Open
Background: Pyrethroids are widely used in agriculture and household pest management as one of the top three insecticides globally, yet the neurobehavioral impacts of human exposure to these chemicals have attracted increasing concern. Obj…