AIMC Topic: Conservation of Natural Resources

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Spatiotemporal change and prediction of land use in Manasi region based on deep learning.

Environmental science and pollution research international Jun 19, 2023
The Manasi region is located in an arid and semi-arid region with fragile ecology and scarce resources. The land use change prediction is important for the management and optimization of land resources. We utilized Sankey diagram, dynamic degree of l...
Algorithms Environmental Monitoring Conservation of Natural Resources Deep Learning China
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AI explainability framework for environmental management research.

Journal of environmental management May 13, 2023
Deep learning networks powered by AI are essential predictive tools relying on image data availability and processing hardware advancements. However, little attention has been paid to explainable AI (XAI) in application fields, including environmenta...
Conservation of Natural Resources Deep Learning
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An expert-based system to predict population survival rate from health data.

Conservation biology : the journal of the Society for Conservation Biology Apr 10, 2023
Timely detection and understanding of causes for population decline are essential for effective wildlife management and conservation. Assessing trends in population size has been the standard approach, but we propose that monitoring population health...
Humans Survival Rate Cetacea Bayes Theorem Animals, Wild Inflammation Expert Systems Animals Bottle-Nosed Dolphin Conservation of Natural Resources
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A Fine-Grained Recognition Neural Network with High-Order Feature Maps via Graph-Based Embedding for Natural Bird Diversity Conservation.

International journal of environmental research and public health Mar 10, 2023
The conservation of avian diversity plays a critical role in maintaining ecological balance and ecosystem function, as well as having a profound impact on human survival and livelihood. With species' continuous and rapid decline, information and inte...
Animals Birds Neural Networks, Computer Biodiversity Conservation of Natural Resources
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Modeling Production-Living-Ecological Space for Chengdu, China: An Analytical Framework Based on Machine Learning with Automatic Parameterization of Environmental Elements.

International journal of environmental research and public health Feb 22, 2023
Cities worldwide are facing the dual pressures of growing population and land expansion, leading to the intensification of conflicts in urban productive-living-ecological spaces (PLES). Therefore, the question of "how to dynamically judge the differe...
Urban Renewal China Cities Conservation of Natural Resources Urbanization Computer Simulation Ecosystem Machine Learning
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Effectiveness of an artificial intelligence-based system to curtail wind turbines to reduce eagle collisions.

PloS one Jan 26, 2023
Operating wind-power projects often includes protecting volant wildlife. One method for doing this uses an automated system to detect, identify (through use of artificial intelligence; AI), track animals (targets) and curtail turbines when risk of a ...
Artificial Intelligence Animals Animals, Wild Conservation of Natural Resources
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Assessment of the effects of the biotic and abiotic harmful factors on the amount of industrial wood production with deep learning.

Environmental science and pollution research international Jan 16, 2023
The protection and sustainability of forest assets is possible with planned production of forest products to lead to minimum loss. One of the products obtained from forests is the industrial wood, which is the most important raw material for many sec...
Conservation of Natural Resources Industry Forestry Wood Forests Trees Deep Learning
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Research on the potential for China to achieve carbon neutrality: A hybrid prediction model integrated with elman neural network and sparrow search algorithm.

Journal of environmental management Dec 20, 2022
China's carbon reduction is of substantial significance in combating global climate change. In the context of the COVID-19 epidemic hit and economic and social development uncertainty, this study intends to discover whether China can attain the strat...
Renewable Energy Neural Networks, Computer Conservation of Natural Resources COVID-19 Economic Development Climate Change Carbon Humans Algorithms Carbon Dioxide China
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Foresight science in conservation: Tools, barriers, and mainstreaming opportunities.

Ambio Oct 26, 2022
Foresight science is a systematic approach to generate future predictions for planning and management by drawing upon analytical and predictive tools to understand the past and present, while providing insights about the future. To illustrate the app...
Forecasting Artificial Intelligence Conservation of Natural Resources
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Use of support vector machine and cellular automata methods to evaluate impact of irrigation project on LULC.

Environmental monitoring and assessment Oct 20, 2022
Land use and land cover (LULC) both define the earth's surface both anthropogenically and naturally. It helps maintain global balance but changes in land use create inequality. The LULC modification adversely affects physical parameters such as infil...
Water Conservation of Natural Resources Environmental Monitoring Support Vector Machine Cellular Automata
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