AIMC Topic: Cities

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Dynamic patterns and potential drivers of river water quality in a coastal city: Insights from a machine-learning-based framework and water management.

Journal of environmental management Oct 15, 2024
River water quality continues to deteriorate under the coupled effects of climate change and human activities. Machine learning (ML) is a promising approach for analyzing water quality. Nevertheless, the spatiotemporal dynamics of river water quality...
China Cities Environmental Monitoring Water Quality Machine Learning Nitrogen Phosphorus Rivers
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Can " Zero waste city" policy promote green technology? Evidence from econometrics and machine learning.

Journal of environmental management Oct 13, 2024
The promotion of green technology innovation (GTI) is regarded as an effective way to protect the environment and achieve sustainable development. The "Zero waste city" construction pilot policy (ZWCP), is an important policy for the promotion of was...
Machine Learning Cities Sustainable Development Waste Management
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Unraveling the determinants of traffic incident duration: A causal investigation using the framework of causal forests with debiased machine learning.

Accident; analysis and prevention Oct 7, 2024
Predicting the duration of traffic incidents is challenging due to their stochastic nature. Accurate predictions can greatly benefit end-users by informing their route choices and safety warnings, while helping traffic operation managers more effecti...
Machine Learning Causality Humans China Cities Time Factors Accidents, Traffic Environment Design
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Justice-centered best practices for accessibility to public buildings in a tier II city: Insights from a Delphi expert consensus.

F1000Research Oct 7, 2024
BACKGROUND: Despite beneficial progress in policies, awareness and advocacy, accessibility gaps exist in public buildings in India. Challenges achieving full inclusivity still exist, due to a lack of clear guidance for implementing accessible solutio...
India Consensus Cities Social Justice Humans Architectural Accessibility Delphi Technique Persons with Disabilities
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Predicting plateau atmospheric ozone concentrations by a machine learning approach: A case study of a typical city on the southwestern plateau of China.

Environmental pollution (Barking, Essex : 1987) Oct 4, 2024
Atmospheric ozone (O) has been placed on the priority control pollutant list in China's 14th Five-Year Plan. Due to their unique meteorological conditions, plateau regions contain high concentrations of atmospheric O. However, traditional experimenta...
Machine Learning China Cities Ozone Volatile Organic Compounds Atmosphere Air Pollutants Air Pollution Environmental Monitoring
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The fuzzy system ensembles entomological, epidemiological, demographic and environmental data to unravel the dengue transmission risk in an endemic city.

BMC public health Sep 27, 2024
BACKGROUND: The effectiveness of dengue control interventions depends on an effective integrated surveillance system that involves analysis of multiple variables associated with the natural history and transmission dynamics of this arbovirus. Entomol...
Animals Risk Assessment Humans Mosquito Vectors Endemic Diseases Dengue Cities Fuzzy Logic Aedes Brazil Disease Outbreaks
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Analysis of influencing factors of traffic accidents on urban ring road based on the SVM model optimized by Bayesian method.

PloS one Sep 24, 2024
Based on small scale sample of accident data from specific scenarios, fully exploring the potential influencing factors of the severity of traffic accidents has become a key and effective research method. In order to analyze the factors mentioned abo...
Bayes Theorem Accidents, Traffic China Cities Support Vector Machine Humans
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Assessing the nonlinear impact of green space exposure on psychological stress perception using machine learning and street view images.

Frontiers in public health Sep 18, 2024
INTRODUCTION: Urban green space (GS) exposure is recognized as a nature-based strategy for addressing urban challenges. However, the stress relieving effects and mechanisms of GS exposure are yet to be fully explored. The development of machine learn...
Perception Algorithms Adult Cities Humans Support Vector Machine Female China Machine Learning Environment Design Stress, Psychological Male Middle Aged
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Urban road BC emissions of LDGVs: Machine learning models using OBD/PEMS data.

Chemosphere Sep 14, 2024
Urban Black Carbon (BC) emissions from light-duty gasoline vehicles (LDGVs) are challenging to quantify in real-world settings. This study employed a Portable Emission Measurement System (PEMS) to assess BC emissions from five LDGVs on urban roads. W...
Gasoline Soot China Cities Air Pollutants Vehicle Emissions Environmental Monitoring Machine Learning
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A predictive fuzzy logic and rule-based control approach for practical real-time operation of urban stormwater storage system.

Water research Sep 12, 2024
Predictive real-time control (RTC) strategies are usually more effective than reactive strategies for the intelligent management of urban stormwater storage systems. However, it remains a challenge to ensure the practicality of RTC strategies that us...
Rain Water Movements Fuzzy Logic Floods Cities Models, Theoretical
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