ReviewEnvironmental chemistry letters2023
Artificial intelligence for waste management in smart cities: a review.
Review in Environmental chemistry letters, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
24 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Deploying artificial intelligence for occupational and environmental health in waste management: a systematic review.International journal of public health · 2026Pooled it
- Occurrence, transport, and toxicity of microplastics in tropical food chains: perspectives view and way forward.Environmental geochemistry and health · 2024Pooled it
- Master Mix Localization Algorithm for Autonomous Systems in Indoor Environments.Entropy (Basel, Switzerland) · 2026Article
- Formation of the Structure and Properties of Building Ceramics Based on Coal Ash and Metallurgical Slags: A Review of Modern Research.Materials (Basel, Switzerland) · 2026Review
- Lightweight YOLO object detectors for PET and HDPE classification in recycling facilities.Scientific reports · 2025Article
- Advancing microplastic pollution management in aquatic environments through artificial intelligence.Journal of environmental health science & engineering · 2025Review
- Intelligent waste sorting for urban sustainability using deep learning.Scientific reports · 2025Article
- A decision-support framework for evaluating AI-enabled ESG strategies in the context of sustainable manufacturing systems.Scientific reports · 2025Article
- Circularity of Smart Products and Textiles Containing Flexible Electronics: Challenges, Opportunities, and Future Directions.Sensors (Basel, Switzerland) · 2025Review
- Effective waste management in service industry: Fuzzy-based modelling approach for strategic decision-making.Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA · 2025Article
- Development of Smart Material Identification Equipment for Sustainable Recycling in Future Smart Cities.Polymers · 2025Article
- Internet of Robotic Things: Current Technologies, Challenges, Applications, and Future Research Topics.Sensors (Basel, Switzerland) · 2025Review
- Effective Integration of Artificial Intelligence and Blockchain Technologies for Empowerment of Drug Discovery and Development.Current drug discovery technologies · 2025Review
- Smart Concrete Using Optical Sensors Based on Bragg Gratings Embedded in a Cementitious Mixture: Cure Monitoring and Beam Test.Sensors (Basel, Switzerland) · 2024Article
- Article
- Wireless sensor network-based machine learning framework for smart cities in intelligent waste management.Heliyon · 2024Article
- The synergistic interplay of artificial intelligence and digital twin in environmentally planning sustainable smart cities: A comprehensive systematic review.Environmental science and ecotechnology · 2024Review
- Smarter eco-cities and their leading-edge artificial intelligence of things solutions for environmental sustainability: A comprehensive systematic review.Environmental science and ecotechnology · 2024Review
- Sensors on Internet of Things Systems for the Sustainable Development of Smart Cities: A Systematic Literature Review.Sensors (Basel, Switzerland) · 2024Review
- Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The rising amount of waste generated worldwide is inducing issues of pollution, waste management, and recycling, calling for new strategies to improve the waste ecosystem, such as the use of artificial intelligence. Here, we review the application of artificial intelligence in waste-to-energy, smart bins, waste-sorting robots, waste generation models, waste monitoring and tracking, plastic pyrolysis, distinguishing fossil and modern materials, logistics, disposal, illegal dumping, resource recovery, smart cities, process efficiency, cost savings, and improving public health. Using artificial intelligence in waste logistics can reduce transportation distance by up to 36.8%, cost savings by up to 13.35%, and time savings by up to 28.22%. Artificial intelligence allows for identifying and sorting waste with an accuracy ranging from 72.8 to 99.95%. Artificial intelligence combined with chemical analysis improves waste pyrolysis, carbon emission estimation, and energy conversion. We also explain how efficiency can be increased and costs can be reduced by artificial intelligence in waste management systems for smart cities.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.