AIMC Topic: Climate Change

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Green finance growth prediction model based on time-series conditional generative adversarial networks.

PloS one Jul 24, 2024
Climate change mitigation necessitates increased investment in green sectors. This study proposes a methodology to predict green finance growth across various countries, aiming to encourage such investments. Our approach leverages time-series Conditi...
Asia Humans Neural Networks, Computer Europe Climate Change
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Short- and long-term weather prediction based on a hybrid of CEEMDAN, LMD, and ANN.

PloS one Jul 22, 2024
Agriculture is one of the major economic sectors in Africa, and it predominantly depends on the climate. However, extreme climate changes do have a negative impact on agricultural production. The damage resulting from extreme climate change can be mi...
Climate Change Agriculture Humans Weather Neural Networks, Computer Forecasting
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European beech spring phenological phase prediction with UAV-derived multispectral indices and machine learning regression.

Scientific reports Jul 9, 2024
Acquiring phenological event data is crucial for studying the impacts of climate change on forest dynamics and assessing the risks associated with the early onset of young leaves. Large-scale mapping of forest phenological timing using Earth observat...
Unmanned Aerial Devices Machine Learning Fagus Plant Leaves Seasons Forests Climate Change
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Impact of climate change on future flood susceptibility projections under shared socioeconomic pathway scenarios in South Asia using artificial intelligence algorithms.

Journal of environmental management Jul 8, 2024
This study investigated the impact of climate change on flood susceptibility in six South Asian countries Afghanistan, Bangladesh, Bhutan, Bharat (India), Nepal, and Pakistan-under two distinct Shared Socioeconomic Pathway (SSP) scenarios: SSP1-2.6 a...
Climate Change Floods Asia, Southern Artificial Intelligence Algorithms
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Machine learning in soil nutrient dynamics of alpine grasslands.

The Science of the total environment Jun 25, 2024
As a terrestrial ecosystem, alpine grasslands feature diverse vegetation types and play key roles in regulating water resources and carbon storage, thus shaping global climate. The dynamics of soil nutrients in this ecosystem, responding to regional ...
Grassland Phosphorus Climate Change Soil Machine Learning Ecosystem Nitrogen Nutrients Environmental Monitoring
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Assessing the impact of climate variability on maize yields in the different regions of Ghana-A machine learning perspective.

PloS one Jun 25, 2024
Climate variability has become one of the most pressing issues of our time, affecting various aspects of the environment, including the agriculture sector. This study examines the impact of climate variability on Ghana's maize yield for all agro-ecol...
Ghana Crops, Agricultural Climate Carbon Dioxide Climate Change Machine Learning Support Vector Machine Zea mays Temperature Agriculture
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Climate change and artificial intelligence in healthcare: Review and recommendations towards a sustainable future.

Diagnostic and interventional imaging Jun 24, 2024
The rapid advancement of artificial intelligence (AI) in healthcare has revolutionized the industry, offering significant improvements in diagnostic accuracy, efficiency, and patient outcomes. However, the increasing adoption of AI systems also raise...
Sustainable Development Carbon Footprint Artificial Intelligence Forecasting Delivery of Health Care Climate Change Humans
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Analyzing variation of water inflow to inland lakes under climate change: Integrating deep learning and time series data mining.

Environmental research Jun 23, 2024
The alarming depletion of global inland lakes in recent decades makes it essential to predict water inflow from rivers to lakes (WIRL) trend and unveil the dominant influencing driver, particularly in the context of climate change. The raw time serie...
Lakes Deep Learning Climate Change Environmental Monitoring Data Mining
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Artificial intelligence in the era of planetary health: insights on its application for the climate change-mental health nexus in the Philippines.

International review of psychiatry (Abingdon, England) Jun 22, 2024
This review explores the transformative potential of Artificial Intelligence (AI) in the light of evolving threats to planetary health, particularly the dangers posed by the climate crisis and its emerging mental health impacts, in the context of a c...
Humans Artificial Intelligence Mental Health Climate Change Mental Health Services Philippines
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A hybrid SWAT-ANN model approach for analysis of climate change impacts on sediment yield in an Eastern Himalayan sub-watershed of Brahmaputra.

Journal of environmental management Jun 20, 2024
The current study focuses on analyzing the impacts of climate change and land use/land cover (LULC) changes on sediment yield in the Puthimari basin, an Eastern Himalayan sub-watershed of the Brahmaputra, using a hybrid SWAT-ANN model approach. The a...
Neural Networks, Computer Geologic Sediments Environmental Monitoring Climate Change Soil Models, Theoretical
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