AIMC Topic: Cities

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Is the energy quota trading policy a solution to carbon inequality in China? Evidence from double machine learning.

Journal of environmental management Apr 15, 2025
Implementing China's energy quota trading policy, as a typical market-based environmental regulation, thoroughly deepens the reform of energy market allocation. While the inhibitory effect of energy quota trading on carbon emissions is evident, its i...
Environmental Policy Cities Carbon Machine Learning China
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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 Machine Learning Algorithms Geographic Information Systems
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A method for delineating traffic low emission control zone based on deep learning and multi-objective optimization.

Environmental monitoring and assessment Apr 8, 2025
Current methods for defining traffic low emission control zones (TLEZ) often face limitations that hinder their widespread implementation and effectiveness. This study addresses these challenges by employing a comprehensive approach to analyze PM con...
Deep Learning Cities Air Pollution Environmental Monitoring Particulate Matter Air Pollutants Vehicle Emissions
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Comparing automated valuation models for real estate assessment in the Santiago Metropolitan Region: A study on machine learning algorithms and hedonic pricing with spatial adjustments.

PloS one Mar 25, 2025
This study compares the precision and interpretability of two automated valuation models for evaluating the real estate market in the Santiago Metropolitan Region of Chile: machine learning algorithms, specifically LightGBM, and hedonic prices with s...
Cities Chile Costs and Cost Analysis Commerce Humans Machine Learning Neural Networks, Computer Algorithms
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Forecasting the concentration of the components of the particulate matter in Poland using neural networks.

Environmental science and pollution research international Mar 21, 2025
Air pollution is a significant global challenge with profound impacts on human health and the environment. Elevated concentrations of various air pollutants contribute to numerous premature deaths each year. In Europe, and particularly in Poland, air...
Humans Poland Environmental Monitoring Cities Air Pollution Air Pollutants Neural Networks, Computer Particulate Matter Forecasting
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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...
Models, Theoretical Environmental Monitoring Neural Networks, Computer Urbanization Conservation of Natural Resources China Machine Learning Cities
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Urban change detection: assessing biophysical drivers using machine learning and Google Earth Engine.

Environmental monitoring and assessment Mar 20, 2025
Urban areas are experiencing rapid transformations, driven by population growth, economic development, and policy changes. Understanding and monitoring these dynamic changes is crucial for sustainable urban planning and management. This study leverag...
Environmental Monitoring Urbanization Nigeria Cities Machine Learning
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The analysis of rural revitalization serviceplatform in smart city under back propagation neural network.

PloS one Mar 18, 2025
To achieve rural revitalization and enhance the development of rural tourism, this study employs a back propagation neural network (BPNN) to construct a rural revitalization development model. Additionally, the Grey Relation Analysis (GRA) algorithm ...
Algorithms Cities Humans Transportation Neural Networks, Computer Rural Population Tourism
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Disease detection on exterior surfaces of buildings using deep learning in China.

Scientific reports Mar 12, 2025
Urban infrastructure, particularly in ageing cities, faces significant challenges in maintaining building aesthetics and structural integrity. Traditional methods for detecting diseases on building exteriors, such as manual inspections, are often ine...
Humans Deep Learning China Cities
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Flood resilience through hybrid deep learning: Advanced forecasting for Taipei's urban drainage system.

Journal of environmental management Mar 7, 2025
The escalating impacts of climate change have intensified extreme rainfall events, placing urban drainage systems under unprecedented pressure and increasing flood risks. Addressing these challenges requires advanced flood mitigation strategies, opti...
Deep Learning Cities Neural Networks, Computer Forecasting Floods Rain Taiwan Climate Change
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