Artificial neural networks forecasting of the PM10 quantity in London considering the Harwell and Rochester Stoke PM10 measurements

Journal of Environmental Protection and Ecology

Volumn 14, Issue 4, 2013, Pages 1473-1481

  Popescu, M ^a   Ilie, C ^a   Panaitescu, L ^a   Lungu, M L ^a   Ilie, M ^a   Lungu, D ^a  

^a OVIDIUS UNIVERSITY   (Romania)

Author keywords

Artificial neural network (ANN); Forecasting; London; PM10; Pollution

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; COMPUTER SIMULATION; FORECASTING METHOD; MEASUREMENT METHOD; NUMERICAL MODEL; PARTICULATE MATTER; TRAINING; WIND DIRECTION; WIND VELOCITY;

ENGLAND; KENSINGTON AND CHELSEA; LONDON [ENGLAND]; UNITED KINGDOM;

EID: 84893258740     PISSN: 13115065     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. E. BUCUR, I. IONITA, I. NICOLESCU, M. PETRESCU: Considerations Concerning Impact Assessment of Pollution with Breathable PM2.5 Particulate Matter. Part 1. Pollution Monitoring in Urban Areas with Intense Road Traffic. J Environ Prot Ecol, 11(3), 809 (2010).
2. M. KOCHUBOVSKI, V. KENDROVSKI: Monitoring of the Ambient Air Quality (PM10) in Skopje and Evaluation of the Health Affects in 2010. J Environ Prot Ecol, 13(2), 789 (2012).
3. K. NIKOLAU, N. PAPADAKIS, S. BASBAS, P. ERMIDIS, P. SPYROGLOU, P. DIMOU: Spatial and Temporal Variation of Air Quality in Greek Cities. J Environ Prot Ecol, 9(3), 494 (2008).
4. http://uk-air.defra.gov.uk/data/data-selector?q=200786&s=otr&l= l#mid
5. A. AJITH, B. BAETS, A. ABRAHAM, B. BAETS, M. KOPPEN, B. NICKOLAY: Applied Soft Computing Techniques. The Challenge of Complexity. Springer-Verlag, Berlin Heidelberg, 2006.
6. C. ILIE, M. ILIE, A. TOPALU, L. MELNIC: The Simulation of US Consumer Credit Fluctuation Using Artificial Neural Networks. Communications of the IBIMA (CIBIMA), IBIMA Publishing, 2012.
7. H. AKIRA: Complex-valued Neural Networks: Theories and Applications. World Science Publishing Co Re. Ltd., Singapore, 2003.
8. Alyuda Neurointelligence - http://Www. Alyuda. Com/Neural-Networks- Software.html.