AIMC Topic: Seasons

Clear Filters Showing 1 to 10 of 202 articles

A Deep Learning Framework for Using Search Engine Data to Predict Influenza-Like Illness and Distinguish Epidemic and Nonepidemic Seasons: Multifeature Time Series Analysis.

Journal of medical Internet research Aug 11, 2025
BACKGROUND: The seasonal influenza epidemic poses a persistent and severe threat to global public health. Web-based search data are recognized as a valuable source for forecasting influenza or other respiratory tract infection epidemics. Current infl...
Humans Forecasting Seasons Epidemics Search Engine Deep Learning China Influenza, Human
View on PubMed DOI

Probability-Based Early Warning for Seasonal Influenza in China: Model Development Study.

JMIR medical informatics Aug 6, 2025
BACKGROUND: Seasonal influenza is a major global public health concern, leading to escalated morbidity and mortality rates. Traditional early warning models rely on binary (0/1) classification methods, which issue alerts only when predefined threshol...
Probability China Humans Machine Learning Influenza, Human Risk Assessment Seasons
View on PubMed DOI

The First Seasonal Green View Index Mapping Dataset across Chinese cities powered by deep learning.

Scientific data Aug 5, 2025
Multi-temporal mapping of the Green View Index (GVI) is crucial for understanding how urban residents perceive seasonal changes in streetscape greenness. Compared to street view imagery (SVI), remote sensing data offers higher temporal frequency and ...
Seasons China Cities Satellite Imagery Remote Sensing Technology City Planning Humans Deep Learning
View on PubMed DOI

Advanced spatiotemporal downscaling of MODIS land surface temperature: utilizing Sentinel-1 and Sentinel-2 data with machine learning technique in Qazvin Province, Iran.

Environmental monitoring and assessment Jul 23, 2025
This study presents a spatiotemporal downscaling framework for MODIS land surface temperature (LST) using Sentinel-1 and Sentinel-2 data with machine learning techniques on the Google Earth Engine (GEE) platform. Random Forest regression was applied ...
Machine Learning Seasons Iran Satellite Imagery Temperature Environmental Monitoring Remote Sensing Technology
View on PubMed DOI

Predictiveness and drivers of highly pathogenic avian influenza outbreaks in Europe.

Scientific reports Jul 17, 2025
Avian Influenza (AI) outbreaks are on an increasing trajectory. This disease carries a substantial economic burden, resulting in considerable losses to farmers with profound impacts on economies. As the outbreaks continue in birds and other unusual h...
Europe Seasons Birds Poultry Humans Machine Learning Animals Disease Outbreaks Influenza in Birds
View on PubMed DOI

Modeling impacts of climate-induced yield variability and adaptations on wheat and maize in a sub-tropical monsoon climate - using fuzzy logic.

Scientific reports Jul 16, 2025
Climate change is causing more frequent and extraordinary extreme weather events that are already negatively affecting crop production. There is a need for improved climate risk assessment by developing smart adaptation strategies for sustainable fut...
Rain Crops, Agricultural Bangladesh Adaptation, Physiological Seasons Climate Change Temperature Models, Theoretical Fuzzy Logic Zea mays Triticum
View on PubMed DOI

Tecomella undulata under threat: The impact of climate change on the distribution of a valuable tree species using a machine learning model.

PloS one Jul 9, 2025
Climate change has emerged as a significant driver of biodiversity loss, with profound implications for species distribution. This study assessed the current and future distribution of Tecomella undulata (Desert teak), an economically and medicinally...
Machine Learning Temperature Ecosystem Conservation of Natural Resources Trees Iran Climate Change Biodiversity Seasons
View on PubMed DOI

Predictive analysis of pediatric gastroenteritis risk factors and seasonal variations using VGG Dense HybridNetClassifier a novel deep learning approach.

Scientific reports Jul 4, 2025
Pediatric gastroenteritis is a major reason for sickness and death among children worldwide, especially in places where healthcare and clean sanitation are scarce. Conventional methods of diagnosis overlook possible risks and seasonal trends, which r...
ROC Curve Seasons Gastroenteritis Deep Learning Humans Child, Preschool Female Male Child Risk Factors Infant
View on PubMed DOI

Predictive modelling of air pollution affecting human tuberculosis risk on Mainland China.

Scientific reports Jul 2, 2025
In this study, we investigated the correlation between air pollution indicators and pulmonary tuberculosis (TB) incidence and mortality rates across provincial administrative regions of China from January 2013 to December 2020 to develop predictive m...
Incidence Air Pollutants Air Pollution Tuberculosis Machine Learning Seasons China Tuberculosis, Pulmonary Humans
View on PubMed DOI

Exploring the spatiotemporal influence of climate on American avian migration with random forests.

Scientific reports Jul 1, 2025
Birds have adapted to climatic and ecological cycles to inform their Spring and Fall migration timings, but anthropogenic global warming has affected these long-establish cycles. Understanding these dynamics is critical for conservation during a chan...
Forests Climate Birds Seasons Machine Learning Animal Migration Climate Change Spatio-Temporal Analysis Animals Random Forest
View on PubMed DOI
Popular Topics
Recent Journals