AIMC Topic: Conservation of Natural Resources

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Exploring the impact of land use on bird diversity in high-density urban areas using explainable machine learning models.

Journal of environmental management Jan 11, 2025
Amid rapid urbanization, land use shifts in cities globally have profound effects on ecosystems and biodiversity. Birds, as a crucial component of urban biodiversity, are highly sensitive to environmental changes and often serve as indicator species ...
Ecosystem Birds Machine Learning Animals Urbanization China Cities Biodiversity Conservation of Natural Resources
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Assessment of wetland ecological restoration effect based on fuzzy analytic hierarchy process: a case study of Tianjin Qilihai Wetland.

Environmental monitoring and assessment Jan 4, 2025
Scientific evaluation of the effectiveness of ecological restoration could provide support for sustainable management and protection of wetlands. However, due to the multiple and difficult to quantify factors affecting wetlands, commonly used spatiot...
Conservation of Natural Resources Wetlands Fuzzy Logic Environmental Restoration and Remediation Ecosystem China Environmental Monitoring
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AI-driven participatory environmental management: Innovations, applications, and future prospects.

Journal of environmental management Jan 2, 2025
The rapid advancement of Artificial Intelligence (AI) presents unprecedented opportunities for participatory environmental management. This paper explores the integration of AI technologies into participatory approaches, which engage diverse stakehol...
Decision Making Humans Sustainable Development Artificial Intelligence Conservation of Natural Resources
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Do circular innovations and carrying capacity of natural environment enhance circular economy in the European Union? Evidence from simulation and machine learning methods.

Journal of environmental management Dec 27, 2024
The longevity of the natural environment is fundamental for sustainable production and consumption. The circular economy conserves natural resources, ensures sustainable production and consumption, and protects the natural environment. The role of ci...
European Union Natural Resources Conservation of Natural Resources Recycling Machine Learning
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PoachNet: Predicting Poaching Using an Ontology-Based Knowledge Graph.

Sensors (Basel, Switzerland) Dec 20, 2024
Poaching poses a significant threat to wildlife and their habitats, necessitating advanced tools for its prediction and prevention. Existing tools for poaching prediction face challenges such as inconsistent poaching data, spatiotemporal complexity, ...
Neural Networks, Computer Algorithms Conservation of Natural Resources Elephants Semantic Web Geographic Information Systems Deep Learning Animals Ecosystem
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The potential for AI to revolutionize conservation: a horizon scan.

Trends in ecology & evolution Dec 17, 2024
Artificial Intelligence (AI) is an emerging tool that could be leveraged to identify the effective conservation solutions demanded by the urgent biodiversity crisis. We present the results of our horizon scan of AI applications likely to significantl...
Artificial Intelligence Animals Biodiversity Conservation of Natural Resources
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Does smart city construction promote urban green development? Evidence from a double machine learning model.

Journal of environmental management Dec 17, 2024
The issue of whether smart city construction (SCC) can promote urban green development (UGD) is controversial. To address this problem, first, a UGD evaluation index system with four dimensions, namely, green production, green living, green growth, a...
Cities Conservation of Natural Resources Machine Learning China
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Assessing the performance of machine learning algorithms for analyzing land use changes in the Hyrcanian forests of Iran.

Environmental science and pollution research international Nov 30, 2024
Land use changes are of critical importance in understanding and managing environmental sustainability and resource utilization. Machine learning algorithms (MLAs) have emerged as powerful tools for analyzing and predicting land use changes, offering...
Forests Environmental Monitoring Machine Learning Iran Support Vector Machine Algorithms Conservation of Natural Resources
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Harnessing Artificial Intelligence for Sustainable Bioenergy: Revolutionizing Optimization, Waste Reduction, and Environmental Sustainability.

Bioresource technology Nov 27, 2024
Assessing the mutual benefits of artificial intelligence (AI) and bioenergy systems, to promote efficient and sustainable energy production. By addressing issues with conventional bioenergy techniques, it highlights how AI is revolutionising optimisa...
Conservation of Natural Resources Environment Biomass Biofuels Artificial Intelligence
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Understanding ecosystem services of detailed forest and wetland types using remote sensing and deep learning techniques in Northern China.

Journal of environmental management Nov 20, 2024
Spanning both temperate and sub-frigid zones, Northeast China boasts typical boreal forests and abundant wetland resources. Because of these attributes, the region is critically significant for global climate regulation, carbon sequestration, and bio...
Conservation of Natural Resources Wetlands Biodiversity Forests China Remote Sensing Technology Ecosystem Neural Networks, Computer Deep Learning Soil
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