AIMC Topic: Air Pollution, Indoor

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Sequential prediction of quantitative health risk assessment for the fine particulate matter in an underground facility using deep recurrent neural networks.

Ecotoxicology and environmental safety Nov 17, 2018
Particulate matter with aerodynamic diameter less than 2.5 µm (PM) in indoor public spaces such as subway stations, has represented a major public health concern; however, forecasting future sequences of quantitative health risk is an effective metho...
Risk Assessment Humans Environmental Monitoring Neural Networks, Computer Forecasting Republic of Korea Air Pollutants Air Pollution, Indoor Particulate Matter Railroads
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Fuzzy comprehensive evaluation of multiple environmental factors for swine building assessment and control.

Journal of hazardous materials Jul 12, 2017
In confined swine buildings, temperature, humidity, and air quality are all important for animal health and productivity. However, the current swine building environmental control is only based on temperature; and evaluation and control methods based...
Temperature Animals Environmental Monitoring Fuzzy Logic Swine Animal Husbandry Humidity Hydrogen Sulfide Carbon Dioxide Ammonia Air Pollution, Indoor
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A Novel Semi-Supervised Method of Electronic Nose for Indoor Pollution Detection Trained by M-S4VMs.

Sensors (Basel, Switzerland) Sep 10, 2016
Electronic nose (E-nose), as a device intended to detect odors or flavors, has been widely used in many fields. Many labeled samples are needed to gain an ideal E-nose classification model. However, the labeled samples are not easy to obtain and ther...
Electronic Nose Support Vector Machine Air Pollution, Indoor Databases as Topic
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Bagged neural network model for prediction of the mean indoor radon concentration in the municipalities in Czech Republic.

Journal of environmental radioactivity Jul 18, 2016
The purpose of the study is to determine radon-prone areas in the Czech Republic based on the measurements of indoor radon concentration and independent predictors (rock type and permeability of the bedrock, gamma dose rate, GPS coordinates and the a...
Radon Air Pollutants, Radioactive Air Pollution, Radioactive Radiation Monitoring Neural Networks, Computer Models, Theoretical Air Pollution, Indoor Czech Republic
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Use of a Robotic Sampler (PIPER) for Evaluation of Particulate Matter Exposure and Eczema in Preschoolers.

International journal of environmental research and public health Feb 19, 2016
While the association of eczema with asthma is well recognized, little research has focused on the potential role of inhalable exposures and eczema. While indoor air quality is important in the development of respiratory disease as children in the U....
Environmental Monitoring Robotics Female Air Pollution, Indoor Asthma Particulate Matter Humans Dermatitis, Atopic Male Respiratory Sounds Infant Inhalation Exposure Child, Preschool Eczema
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Estimating indoor galaxolide concentrations using predictive models based on objective assessments and data about dwelling characteristics.

Inhalation toxicology Jan 1, 2017
BACKGROUND: Galaxolide (HHCB) is used for fragrance in many consumer products. The aim of the current study was to use objective assessments of HHCB to build a predictive model in order to estimate indoor-measured HHCB concentrations from questionnai...
Benzopyrans Linear Models Perfume Cross-Sectional Studies Surveys and Questionnaires France Models, Theoretical Air Pollution, Indoor Data Analysis Humans Forecasting
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