AIMC Journal:
Journal of environmental management

Showing 201 to 210 of 344 articles

Environmental impact assessment of ocean energy converters using quantum machine learning.

Journal of environmental management Jun 4, 2024
The depletion of fossil energy reserves and the environmental pollution caused by these sources highlight the need to harness renewable energy sources from the oceans, such as waves and tides, due to their high potential. On the other hand, the large...
Ecosystem Environmental Monitoring Algorithms Oceans and Seas Renewable Energy Environment Machine Learning
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Research on runoff process vectorization and integration of deep learning algorithms for flood forecasting.

Journal of environmental management Jun 4, 2024
Accurate multi-step ahead flood forecasting is crucial for flood prevention and mitigation efforts as well as optimizing water resource management. In this study, we propose a Runoff Process Vectorization (RPV) method and integrate it with three Deep...
Models, Theoretical Floods Rivers Forecasting Deep Learning Algorithms
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Predicting the pulse of the Amazon: Machine learning insights into deforestation dynamics.

Journal of environmental management Jun 4, 2024
This study aims to analyze deforestation in the Brazilian Amazon from 1999 to 2020 using machine learning techniques to assess 16 critical factors. Our approach leverages the capabilities of machine learning, particularly Random Forest, which proved ...
Conservation of Natural Resources Brazil Machine Learning Forests
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Assessment of monthly runoff simulations based on a physics-informed machine learning framework: The effect of intermediate variables in its construction.

Journal of environmental management Jun 3, 2024
Hydrological forecasting is of great importance for water resources management and planning, especially given the increasing occurrence of extreme events such as floods and droughts. The physics-informed machine learning (PIML) models effectively int...
Models, Theoretical Machine Learning Hydrology
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Enhancement of ANN-based wind power forecasting by modification of surface roughness parameterization over complex terrain.

Journal of environmental management May 31, 2024
Wind energy plays an important role in the sustainable energy transition towards a low-carbon society. Proper assessment of wind energy resources and accurate wind energy prediction are essential prerequisites for balancing electricity supply and dem...
Forecasting Neural Networks, Computer Models, Theoretical Wind Weather
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Do green finance and green innovation affect corporate credit rating performance? Evidence from machine learning approach.

Journal of environmental management May 26, 2024
This study investigates the impact of green finance (GF) and green innovation (GI) on corporate credit rating (CR) performance in Chinese A-share listed firms from 2018 to 2021. The least absolute shrinkage and selection operators (LASSOs) machine le...
China Machine Learning Algorithms
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Identifying ESG types of Chinese solid waste disposal companies based on machine learning methods.

Journal of environmental management May 25, 2024
In the context of China's efforts to combat climate change and promote sustainable development, the solid waste treatment industry's environmental, social, and corporate governance (ESG) performance is receiving significant attention. To comprehensiv...
Refuse Disposal Machine Learning Solid Waste China Waste Management
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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...
Support Vector Machine Sustainable Development Carbon Dioxide Wind Models, Theoretical Conservation of Energy Resources
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Geospatial artificial intelligence for estimating daytime and nighttime nitrogen dioxide concentration variations in Taiwan: A spatial prediction model.

Journal of environmental management May 20, 2024
Nitrogen dioxide (NO) is a major air pollutant primarily emitted from traffic and industrial activities, posing health risks. However, current air pollution models often underestimate exposure risks by neglecting the bimodal pattern of NO levels thro...
Nitrogen Dioxide Air Pollutants Artificial Intelligence Environmental Monitoring Taiwan Seasons Air Pollution
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Path to autonomous soil sampling and analysis by ground-based robots.

Journal of environmental management May 20, 2024
Good site characterization is essential for the selection of remediation alternatives for impacted soils. The value of site characterization is critically dependent on the quality and quantity of the data collected. Current methods for characterizing...
Environmental Monitoring Robotics Artificial Intelligence Soil
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