AIMC Topic: Conservation of Natural Resources

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Assessment of marine eutrophication: Challenges and solutions ahead.

Marine pollution bulletin Apr 18, 2025
Marine eutrophication remains a pressing global environmental challenge, demanding urgent advances in science-based assessment frameworks to mitigate its ecological and socio-economic impacts. Current methodologies, however, face critical limitations...
Biodiversity Conservation of Natural Resources Seawater Eutrophication Environmental Monitoring Ecosystem
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Exploring the nexus between coastal tourism growth and eutrophication: Challenges for environmental management.

Marine pollution bulletin Apr 16, 2025
Coastal tourism has witnessed rapid growth over the past two decades, often accompanied by increasing environmental concerns, particularly eutrophication in sensitive marine zones. This study explores the relationship between coastal tourism expansio...
Water Pollutants, Chemical Nitrogen Environmental Monitoring Support Vector Machine Conservation of Natural Resources Tourism Eutrophication Mediterranean Sea Phosphorus Water Quality
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Management of sustainable urban green spaces through machine learning-supported MCDM and GIS integration.

Environmental science and pollution research international Apr 12, 2025
This study evaluates green space suitability in İzmir's Konak district using the analytic hierarchy process, machine learning, weighted linear combination, and the technique for order preference by similarity to ideal solution methods, integrated wit...
Cities Conservation of Natural Resources Algorithms Machine Learning Geographic Information Systems
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Sustainable development with Artificial Intelligence: Examining the absorptive capacity pathways to green innovation.

Journal of environmental management Apr 9, 2025
Artificial intelligence holds a lot of promise in tackling global societal challenges. However, there is still no consensus on how companies can effectively harness AI to promote green innovation (GI). We develop a moderated mediation model grounded ...
Sustainable Development Conservation of Natural Resources Artificial Intelligence China
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A novel deep learning-based floating garbage detection approach and its effectiveness evaluation in environmentally sustainable development.

Journal of environmental management Apr 5, 2025
Floating garbage removal is an essential environmental strategy to reduce water pollution and achieve environmental sustainability, and it is a pressing issue for global ecological restoration. Under the interference of complex environments, floating...
Conservation of Natural Resources Water Pollution Sustainable Development Deep Learning Environmental Monitoring
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Understanding and predicting animal movements and distributions in the Anthropocene.

The Journal of animal ecology Apr 4, 2025
Predicting animal movements and spatial distributions is crucial for our comprehension of ecological processes and provides key evidence for conserving and managing populations, species and ecosystems. Notwithstanding considerable progress in movemen...
Animals Conservation of Natural Resources Animal Distribution Animal Migration Ecosystem Models, Biological Anthropogenic Effects
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Optimization of Decision Support Technology for Offshore Oil Condition Monitoring with Carbon Neutrality as the Goal in the Enterprise Development Process.

PloS one Mar 25, 2025
This study aims to explore the integration of the Faster R-CNN (Region-based Convolutional Neural Network) algorithm from deep learning into the MobileNet v2 architecture, within the context of enterprises aiming for carbon neutrality in their develo...
Environmental Monitoring Decision Support Techniques Carbon Conservation of Natural Resources Neural Networks, Computer Deep Learning Petroleum Algorithms
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Evaluating the change and trend of construction land in Changsha City based GeoSOS-FLUS model and machine learning methods.

Scientific reports Mar 20, 2025
This study systematically analyzes the land use changes in Changsha City from 2000 to 2023. Three classification models-Random Forest (RF), Gradient Boosting Decision Tree (GBDT), and Artificial Neural Network (ANN) were employed to evaluate the accu...
China Cities Neural Networks, Computer Machine Learning Conservation of Natural Resources Urbanization Models, Theoretical Environmental Monitoring
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Optimizing deep neural networks for high-resolution land cover classification through data augmentation.

Environmental monitoring and assessment Mar 18, 2025
This study presents an innovative approach to high-resolution land cover classification using deep learning, tackling the challenge of working with an exceptionally small dataset. Manual annotation of land cover data is both time-consuming and labor-...
Spain Environmental Monitoring Conservation of Natural Resources Neural Networks, Computer Deep Learning
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Forecasting deforestation and carbon loss across New Guinea using machine learning and cellular automata.

The Science of the total environment Mar 7, 2025
The island of New Guinea harbors some of the world's most biologically diverse and highly endemic tropical ecosystems. Nevertheless, progressing land-use change in the region threatens their integrity, which will adversely affect their biodiversity a...
Machine Learning Forecasting New Guinea Ecosystem Environmental Monitoring Forests Papua New Guinea Carbon Conservation of Natural Resources
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