Ying Pan
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View article: Constructing the 3D spatial distribution of PM2.5 concentrations during the 2022 Beijing Winter Olympics using LiDAR vertical observation networks and machine learning models
Constructing the 3D spatial distribution of PM2.5 concentrations during the 2022 Beijing Winter Olympics using LiDAR vertical observation networks and machine learning models Open
Air pollution in China has shown significant improvement due to the strict implementation of emission control measures; however, pollution episodes caused by regional transport still occur frequently. This study investigates the three-dime…
View article: Spatial biomarker-driven deep learning model via digital pathology predicts response to PI3K inhibitor buparlisib in head and neck squamous cell carcinoma
Spatial biomarker-driven deep learning model via digital pathology predicts response to PI3K inhibitor buparlisib in head and neck squamous cell carcinoma Open
Purpose Buparlisib, a pan-class I PI3K inhibitor, combined with paclitaxel, demonstrated improved survival in the BERIL-1 trial for patients with recurrent/metastatic (R/M) head and neck squamous cell carcinoma (HNSCC). However, predictive…
View article: Study on the Mechanism and Effectiveness of Community Collaborative Micro-Renewal Based on Nature-Based Solutions: A Case Study of an Old Residential Area in Haidian District, Beijing
Study on the Mechanism and Effectiveness of Community Collaborative Micro-Renewal Based on Nature-Based Solutions: A Case Study of an Old Residential Area in Haidian District, Beijing Open
As a core part of Beijing’s built-up urban area, Haidian District is home to a large number of old residential areas constructed before 2000, which are confronted with the dual dilemma of ecological function degradation and insufficient so…
View article: Divergent responses of plant growth forms to climate and urban expansion
Divergent responses of plant growth forms to climate and urban expansion Open
Urbanization and climate change are rapidly altering large-scale plant distributions and local community compositions, profoundly impacting ecosystem functions and services. However, it remains unclear how life form compositions, one of th…
View article: Religious uses shape the selection and distribution of Chinese Buddhist tree species
Religious uses shape the selection and distribution of Chinese Buddhist tree species Open
As a widely disseminated world religion, Buddhism's selection of religious species may profoundly impact candidate species distribution. This study sampled 246 Chinese temples covering diverse regions to investigate the selection modes of …
View article: Elucidating the ozone formation and transport mechanism in the Pearl River Delta against the backdrop of heatwave
Elucidating the ozone formation and transport mechanism in the Pearl River Delta against the backdrop of heatwave Open
Ozone plays a crucial role in shaping atmospheric environments, and understanding its vertical distribution is essential for deciphering its formation and transport mechanisms. This study integrates ozone lidar observations, WRF-Chem model…
View article: Dispersal mode mediates the seed functional traits of woody plants’ responses to urbanization in remnant forest patches
Dispersal mode mediates the seed functional traits of woody plants’ responses to urbanization in remnant forest patches Open
View article: RLDBF: Enhancing LLMs Via Reinforcement Learning With DataBase FeedBack
RLDBF: Enhancing LLMs Via Reinforcement Learning With DataBase FeedBack Open
While current large language models (LLMs) demonstrate remarkable linguistic capabilities through training on massive unstructured text corpora, they remain inadequate in leveraging structured scientific data (e.g., chemical molecular prop…
View article: A multi-modal deep learning solution for precise pneumonia diagnosis: the PneumoFusion-Net model
A multi-modal deep learning solution for precise pneumonia diagnosis: the PneumoFusion-Net model Open
Background Pneumonia is considered one of the most important causes of morbidity and mortality in the world. Bacterial and viral pneumonia share many similar clinical features, thus making diagnosis a challenging task. Traditional diagnost…
View article: Convergent Strategies for Leaf Traits in Tree Species From Divergent Habitats
Convergent Strategies for Leaf Traits in Tree Species From Divergent Habitats Open
Plant trait expressions and their trade‐offs reflect the responses and long‐term ecological adaptation to environmental gradients. However, how such expressions and trade‐offs help plants to acclimate to a new environment remains poorly un…
View article: Wisdom "Nurturing" Childhood, Holding up the Future: Effectiveness and Experience of Intelligent Children Care Model Service in Hangzhou Based on Implicit Interaction Theory
Wisdom "Nurturing" Childhood, Holding up the Future: Effectiveness and Experience of Intelligent Children Care Model Service in Hangzhou Based on Implicit Interaction Theory Open
How to accelerate the construction of a childcare service system for infants and toddlers aged 0-3 years old to meet the growing demand for diversified services is not only related to the implementation of the macro population policy, but …
View article: Constructing the 3d Spatial Distribution of Pm2.5 Concentrations Using Lidar Vertical Observation Networks and Machine Learning Models
Constructing the 3d Spatial Distribution of Pm2.5 Concentrations Using Lidar Vertical Observation Networks and Machine Learning Models Open
View article: Constructing the 3d Spatial Distribution of Pm2.5 Concentrations Using Lidar Vertical Observation Networks and Machine Learning Models
Constructing the 3d Spatial Distribution of Pm2.5 Concentrations Using Lidar Vertical Observation Networks and Machine Learning Models Open
View article: Global richness patterns of alpine genus <i>Gentiana</i> depend on multiple factors
Global richness patterns of alpine genus <i>Gentiana</i> depend on multiple factors Open
Environmental factors impact species richness differently across taxonomic groups, and understanding the geographic patterns and drivers influencing alpine plant richness remains limited. This study compiled global distribution data of 404…
View article: Urban plants with different seed dispersal modes have convergent response but divergent sensitivity to climate change and anthropogenic stressors
Urban plants with different seed dispersal modes have convergent response but divergent sensitivity to climate change and anthropogenic stressors Open
Spontaneous plants are crucial components of urban biodiversity. The distribution of spontaneous plants can be profoundly affected by their seed dispersal mode and environmental factors in urban systems. Since a comprehensive investigation…
View article: Grazing Intensity Altered the Economics Spectrum of Newly-Growing Fine Roots Differently
Grazing Intensity Altered the Economics Spectrum of Newly-Growing Fine Roots Differently Open
View article: Above- and below-ground responses to grazing in alpine grasslands: insights from carbon allocation and dynamic in plant-soil-microbe system
Above- and below-ground responses to grazing in alpine grasslands: insights from carbon allocation and dynamic in plant-soil-microbe system Open
Aims Grazing is a widely utilization of natural grasslands globally, yet the impacts of grazing intensity on the short-term carbon (C) cycling dynamics between above- and below-ground remain inadequately understood. Methods we employed an …
View article: Integrating bottom-up building stock model with logistics networks to support the site selection of circular construction hub
Integrating bottom-up building stock model with logistics networks to support the site selection of circular construction hub Open
View article: Woody plant functional traits and phylogenetic signals correlate with urbanization in remnant forest patches
Woody plant functional traits and phylogenetic signals correlate with urbanization in remnant forest patches Open
Exploring the alterations in functional traits of urban remnant vegetation offers a more comprehensive perspective on plant assembly within the context of urbanization. While plant functional traits are influenced by both environmental gra…
View article: Beta diversity of urban spontaneous plants and its drivers in 9 major cities of Yunnan province, China
Beta diversity of urban spontaneous plants and its drivers in 9 major cities of Yunnan province, China Open
View article: Global change and plant-ecosystem functioning in freshwaters
Global change and plant-ecosystem functioning in freshwaters Open
Freshwater ecosystems are of worldwide importance for maintaining biodiversity and sustaining the provision of a myriad of ecosystem services to modern societies. Plants, one of the most important components of these ecosystems, are key to…
View article: An 8-Year-Long Trend of Atmospheric Pollution in the Hefei Region, China: Seasonal Patterns, Vertical Profiles, and Pollution Mechanisms
An 8-Year-Long Trend of Atmospheric Pollution in the Hefei Region, China: Seasonal Patterns, Vertical Profiles, and Pollution Mechanisms Open
View article: Human activities and species biological traits drive the long-term persistence of old trees in human-dominated landscapes
Human activities and species biological traits drive the long-term persistence of old trees in human-dominated landscapes Open
This is the dataset of the paper "Human activities and species biological traits drive the long-term persistence of old trees in human-dominated landscapes", published in Nature Plants.
View article: Global change and plant−ecosystem functioning in freshwaters
Global change and plant−ecosystem functioning in freshwaters Open
Code and data for reproducing figures in Pan, García−Girón, and Iversen: "Global change and plant−ecosystem functioning in freshwaters"
View article: Leading trait dimensions in flood-tolerant plants
Leading trait dimensions in flood-tolerant plants Open
Background and Aims While trait-based approaches have provided critical insights into general plant functioning, we lack a comprehensive quantitative view on plant strategies in flooded conditions. Plants adapted to flooded conditions have…
View article: Aerosol invigoration effect in Guilin (China)
Aerosol invigoration effect in Guilin (China) Open
The data of lightning flash count, rainfall, radar reflectivity, vertical wind shear (WS), surface dew point temperature (DP) and particulate matter up to 10 μm in size (PM 10 ) over Guilin, China from July 2010 to December 2019 were studi…
View article: Towards linking freshwater plants and ecosystems via functional biogeography
Towards linking freshwater plants and ecosystems via functional biogeography Open
Functional biogeography has advanced the field of functional ecology into a more spatiallysingle bondpredictive science. However, freshwater plants are still underrepresented in these traitsingle bondbased advancements. Here, we argue that…
View article: Drivers of spontaneous plant richness patterns in urban green space within a biodiversity hotspot
Drivers of spontaneous plant richness patterns in urban green space within a biodiversity hotspot Open
View article: Relationship between Soil Fungi and Seedling Density in the Vicinity of Adult Conspecifics in an Arid Desert Forest
Relationship between Soil Fungi and Seedling Density in the Vicinity of Adult Conspecifics in an Arid Desert Forest Open
Research Highlights: 1. Soil fungi have a higher influence on seedling density compared to soil environmental factors; 2. Host-specific pathogens and beneficial fungi affect seeding density via different influencing mechanisms. Background …
View article: Consistent Temperature-Dependent Patterns of Leaf Lifespan Across Spatial and Temporal Gradients for Deciduous Trees in Europe
Consistent Temperature-Dependent Patterns of Leaf Lifespan Across Spatial and Temporal Gradients for Deciduous Trees in Europe Open