AIMC Topic: Conservation of Natural Resources

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Predicting green technology innovation in the construction field from a technology convergence perspective: A two-stage predictive approach based on interpretable machine learning.

Journal of environmental management Nov 16, 2024
The construction industry, as a major global energy consumer and carbon emitter, plays a crucial role in achieving global sustainability. A key strategy for the green transformation of this industry-without compromising development-involves fostering...
Technology Conservation of Natural Resources Construction Industry Inventions Machine Learning
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Online public opinion attention, digital transformation, and green investment: A deep learning model based on artificial intelligence.

Journal of environmental management Nov 11, 2024
The digital economy is rising at an unprecedented pace, becoming a key driver of the comprehensive transformation and upgrading of the global economy and society. Existing research widely demonstrates the multifaceted positive impacts of green invest...
Artificial Intelligence Deep Learning Investments Conservation of Natural Resources Humans Public Opinion
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Multi-temporal image analysis of wetland dynamics using machine learning algorithms.

Journal of environmental management Nov 10, 2024
Wetlands play a crucial role in enhancing groundwater quality, mitigating natural hazards, controlling erosion, and providing essential habitats for unique flora and wildlife. Despite their significance, wetlands are facing decline in various global ...
Urbanization Wetlands Ecosystem Environmental Monitoring Climate Change Conservation of Natural Resources Machine Learning Algorithms
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Can urban digital intelligence transformation promote corporate green innovation? Evidence from China.

Journal of environmental management Nov 8, 2024
Can urban digital intelligence transformation (DIT) facilitate corporate green innovation (CGI)? This research uses the staggered difference-in-differences (DID) approach to study how urban DIT, represented by the Artificial Intelligence Innovation D...
China Conservation of Natural Resources Industry Artificial Intelligence
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ONDL: An optimized Neutrosophic Deep Learning model for classifying waste for sustainability.

PloS one Nov 8, 2024
Sustainability has become a key factor on our planet. If this concept is applied correctly, our planet will be greener and more eco-friendly. Nowadays, waste classification and management practices have become more evident than ever. It plays a cruci...
Recycling Waste Management Deep Learning Algorithms Conservation of Natural Resources
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Artificial intelligence correctly classifies developmental stages of monarch caterpillars enabling better conservation through the use of community science photographs.

Scientific reports Nov 7, 2024
Rapid technological advances and growing participation from amateur naturalists have made countless images of insects in their natural habitats available on global web portals. Despite advances in automated species identification, traits like develop...
Animals Larva Algorithms Photography Butterflies Image Processing, Computer-Assisted Conservation of Natural Resources Artificial Intelligence
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How does green manufacturing enhance corporate ESG performance? - Empirical evidence from machine learning and text analysis.

Journal of environmental management Oct 21, 2024
Green manufacturing, widely recognized as a crucial avenue for companies to achieve sustainable competitive advantages, exerts significant spillover effects on both environmental protection and social responsibility. Accordingly, this can significant...
Industry China Conservation of Natural Resources Machine Learning
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Do China's ecological civilization advance demonstration zones inhibit fisheries' carbon emission intensity? A quasi-natural experiment using double machine learning and spatial difference-in-differences.

Journal of environmental management Oct 3, 2024
China's National Ecological Civilization Demonstration Zone (NECDZ) policy has a significant role in ensuring national ecological security, and it is essential to investigate how the NECDZ policy affects the carbon emissions intensity of fisheries (C...
Conservation of Natural Resources Fisheries Machine Learning Ecology China Civilization Carbon
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Digital brains, green gains: Artificial intelligence's path to sustainable transformation.

Journal of environmental management Oct 2, 2024
The environmental impacts of artificial intelligence on a global scale remain underexplored. This study utilizes a balanced panel dataset to examine artificial intelligence's complex role in enhancing global green productivity between 2008 and 2019. ...
Sustainable Development Conservation of Natural Resources Artificial Intelligence
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A machine learning approach to map the potential agroecological complexity in an indigenous community of Colombia.

Journal of environmental management Sep 28, 2024
Agroecological systems are potential solutions to the environmental challenges of intensive agriculture. Indigenous communities, such as the Kamëntšá Biyá and Kamëntšá Inga from the Sibundoy Valley (SV) in Colombia, have their own ancient agroecologi...
Biodiversity Colombia Agriculture Humans Conservation of Natural Resources Machine Learning
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