AIMC Topic: Climate Change

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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...
Animal Migration Climate Change Climate Birds Spatio-Temporal Analysis Forests Machine Learning Random Forest Seasons Animals
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Comparative analysis of machine learning approaches for heatwave event prediction in India.

Scientific reports Jul 1, 2025
Heatwaves, are identified as prolonged durations of unusually high temperatures, which pose significant threats to human health, animal health and agriculture. With the increasing frequency and intensity of heatwaves driven by climate change, accurat...
Humans Neural Networks, Computer Support Vector Machine Climate Change Extreme Heat Machine Learning India
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Environmental drivers of calling activity in the critically endangered lemur leaf frog, (Hylidae: Phyllomedusinae).

Philosophical transactions of the Royal Society of London. Series B, Biological sciences Jun 12, 2025
Tropical frog species are known to exhibit high sensitivity to weather regime alterations, which leaves them vulnerable to ongoing climate change. This challenge is exacerbated by limited knowledge of species-specific responses to environmental chang...
Endangered Species Climate Change Humidity Temperature Animals Vocalization, Animal Anura
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Spatiotemporal patterns and climate-induced macroeconomic burden of malaria in sub-Saharan Africa.

BMC public health May 29, 2025
BACKGROUND: The global malaria burden is characterized by economic, geographical, and climatic disparities, especially in sub-Saharan Africa (SSA). Moreover, meteorological factors have become increasingly important to understand the malaria burden i...
Climate Change Cost of Illness Weather Africa South of the Sahara Geographic Information Systems Spatio-Temporal Analysis Bayes Theorem Malaria Incidence Humans Machine Learning
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Aligning With the Goals of the Planetary Health Concept Regarding Ecological Sustainability and Digital Health: Scoping Review.

Journal of medical Internet research May 28, 2025
BACKGROUND: Climate change, driven by greenhouse gas emissions, threatens human health and biodiversity. While the digitalization of health care, including telemedicine and artificial intelligence, offers sustainability benefits, it also raises conce...
Telemedicine Climate Change Humans Artificial Intelligence Delivery of Health Care Digital Health Global Health
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Modeling climate change impacts and predicting future vulnerability in the Mount Kenya forest ecosystem using remote sensing and machine learning.

Environmental monitoring and assessment May 6, 2025
The Mount Kenya forest ecosystem (MKFE), a crucial biodiversity hotspot and one of Kenya's key water towers, is increasingly threatened by climate change, putting its ecological integrity and vital ecosystem services at risk. Understanding the intera...
Machine Learning Environmental Monitoring Remote Sensing Technology Ecosystem Conservation of Natural Resources Forests Kenya Climate Change
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Using large language models to learn from recent climate change discourse in public health.

PloS one Apr 29, 2025
BACKGROUND: Public health has increasingly recognized the links between climate change and health, emphasizing the need to address related inequities. This is reflected in work led by the Intergovernmental Panel on Climate Change, the UN Framework Co...
Climate Change Humans Public Health Large Language Models Language Models, Theoretical
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Harnessing deep learning to monitor people's perceptions towards climate change on social media.

Scientific reports Apr 28, 2025
Social media has become a popular stage for people's views over climate change. Monitoring how climate change is perceived on social media is relevant for informed decision-making. This work advances the way social media users' perceptions and reacti...
Climate Change Perception Deep Learning Social Media Humans
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Deep learning-based spatial optimization of green and cool roof implementation for urban heat mitigation.

Journal of environmental management Apr 23, 2025
Intensifying urban heat extremes require efficient mitigation strategies; therefore, we propose a methodological framework for optimizing the implementation of urban green and cool roofs to reduce heat stress while maximizing their cost-effectiveness...
Algorithms Deep Learning Hot Temperature Cities Climate Change
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A sustainable industrial waste control with AI for predicting CO2 for climate change monitoring.

Journal of environmental management Apr 23, 2025
As the challenge of climate change continues to grow, we need creative solutions to predict better and track industrial waste carbon emissions, focusing on sustainable waste management practices. The present study proposes a state-of-the-art Metavers...
Waste Management Climate Change Industrial Waste Environmental Monitoring Carbon Dioxide Neural Networks, Computer Artificial Intelligence
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