AIMC Topic: Sustainable Development

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The circular economy through the prism of machine learning and the YouTube video media platform.

Journal of environmental management Aug 7, 2024
The transition to a Circular Economy (CE) is rapidly gaining ground across countries and industries. It is the means of achieving more sustainable development by adopting innovative environmentally friendly strategies and saving primary resources. Th...
Social Media Sustainable Development Industry Humans Machine Learning
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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...
Humans Artificial Intelligence Forecasting Sustainable Development Carbon Footprint Delivery of Health Care Climate Change
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Network science and explainable AI-based life cycle management of sustainability models.

PloS one Jun 13, 2024
Model-based assessment of the potential impacts of variables on the Sustainable Development Goals (SDGs) can bring great additional information about possible policy intervention points. In the context of sustainability planning, machine learning tec...
Hungary Machine Learning Humans Conservation of Natural Resources Artificial Intelligence Models, Theoretical Sustainable Development
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Machine learning-based surrogate modelling of a robust, sustainable development goal (SDG)-compliant land-use future for Australia at high spatial resolution.

Journal of environmental management Jun 5, 2024
We developed a high-resolution machine learning based surrogate model to identify a robust land-use future for Australia which meets multiple UN Sustainable Development Goals. We compared machine learning models with different architectures to pick t...
Sustainable Development Conservation of Natural Resources Australia Biodiversity Machine Learning Ecosystem Agriculture Models, Theoretical
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Utilizing support vector machines to foster sustainable development and innovation in the clean energy sector via green finance.

Journal of environmental management May 25, 2024
As the global demand for clean energy continues to grow, the sustainable development of clean energy projects has become an important topic of research. in order to optimize the performance and sustainability of clean energy projects, this work explo...
Conservation of Energy Resources Models, Theoretical Support Vector Machine Carbon Dioxide Sustainable Development Wind
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Evaluation method for ecology-agriculture-urban spaces based on deep learning.

Scientific reports May 18, 2024
With the increasing global population and escalating ecological and farmland degradation, challenges to the environment and livelihoods have become prominent. Coordinating urban development, food security, and ecological conservation is crucial for f...
Agriculture Environment Design Deep Learning Sustainable Development Urban Renewal
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ChatGPT: Literate or intelligent about UN sustainable development goals?

PloS one Apr 24, 2024
Generative AI tools, such as ChatGPT, are progressively transforming numerous sectors, demonstrating a capacity to impact human life dramatically. This research seeks to evaluate the UN Sustainable Development Goals (SDGs) literacy of ChatGPT, which ...
Intelligence United Nations Goals Artificial Intelligence Sustainable Development Humans Surveys and Questionnaires Literacy
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Transportation infrastructure upgrading and green development efficiency: Empirical analysis with double machine learning method.

Journal of environmental management Apr 23, 2024
In order to deal with the environmental problems such as pollution emissions and climate change, sustainable development in the field of transportation has gradually become a hot topic to all sectors of society. In addition, promoting the green and l...
Transportation Climate Change Sustainable Development Machine Learning Cities Models, Theoretical China
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Cultivating a sustainable future in the artificial intelligence era: A comprehensive assessment of greenhouse gas emissions and removals in agriculture.

Environmental research Feb 23, 2024
Agriculture is a leading sector in international initiatives to mitigate climate change and promote sustainability. This article exhaustively examines the removals and emissions of greenhouse gases (GHGs) in the agriculture industry. It also investig...
Greenhouse Effect Conservation of Natural Resources Climate Change Greenhouse Gases Artificial Intelligence Agriculture Sustainable Development Environmental Monitoring
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A machine learning approach to assess Sustainable Development Goals food performances: The Italian case.

PloS one Jan 2, 2024
In this study, we introduce an innovative application of clustering algorithms to assess and appraise Italy's alignment with respect to the Sustainable Development Goals (SDGs), focusing on those related to climate change and the agrifood market. Spe...
Sustainable Development Climate Change Goals Surveys and Questionnaires Europe Machine Learning
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