LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS
Air quality is one of the biggest environmental problems today, and airborne particles are a well-studied indicator given their impacts on health and climate. The cost of regulatory measurement equipment leads to limited information availability in many parts of the world, as in Argentina. This work...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | Spanish |
| Published: |
CEILAP-UNIDEF-CONICET-CITEDEF
2022-04-01
|
| Series: | Anales (Asociación Física Argentina) |
| Subjects: | |
| Online Access: | https://anales.fisica.org.ar/index.php/analesafa/article/view/2311/2744 |
| _version_ | 1797739782928859136 |
|---|---|
| author | A. F. Scagliotti G. A. Jorge |
| author_facet | A. F. Scagliotti G. A. Jorge |
| author_sort | A. F. Scagliotti |
| collection | DOAJ |
| description | Air quality is one of the biggest environmental problems today, and airborne particles are a well-studied indicator given their impacts on health and climate. The cost of regulatory measurement equipment leads to limited information availability in many parts of the world, as in Argentina. This work proposes modeling of particulate matter from Artificial Neural Networks, fed with data from low-cost equipment developed and used for this purpose. In this way, a study of air quality in the Center-North of the Buenos Aires suburbs is presented, providing new information on quantities and types of particles in a region without historical antecedents. Coarse particles were mostly found at low concentrations and a prediction model for particulate matter with good performance was developed. |
| first_indexed | 2024-03-12T14:02:11Z |
| format | Article |
| id | doaj.art-d03868749d924d6f84d2450bd37d0bee |
| institution | Directory Open Access Journal |
| issn | 0327-358X 1850-1168 |
| language | Spanish |
| last_indexed | 2024-03-12T14:02:11Z |
| publishDate | 2022-04-01 |
| publisher | CEILAP-UNIDEF-CONICET-CITEDEF |
| record_format | Article |
| series | Anales (Asociación Física Argentina) |
| spelling | doaj.art-d03868749d924d6f84d2450bd37d0bee2023-08-22T03:48:21ZspaCEILAP-UNIDEF-CONICET-CITEDEFAnales (Asociación Física Argentina)0327-358X1850-11682022-04-013311823https://doi.org/10.31527/analesafa.2022.33.1.18LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBSA. F. Scagliotti0G. A. Jorge1Instituto de Ciencias - Universidad Nacional de General Sarmiento - CONICET,J. M. Gutierrez 1150 - (1613) Buenos Aires - ArgentinaInstituto de Ciencias - Universidad Nacional de General Sarmiento - CONICET,J. M. Gutierrez 1150 - (1613) Buenos Aires - ArgentinaAir quality is one of the biggest environmental problems today, and airborne particles are a well-studied indicator given their impacts on health and climate. The cost of regulatory measurement equipment leads to limited information availability in many parts of the world, as in Argentina. This work proposes modeling of particulate matter from Artificial Neural Networks, fed with data from low-cost equipment developed and used for this purpose. In this way, a study of air quality in the Center-North of the Buenos Aires suburbs is presented, providing new information on quantities and types of particles in a region without historical antecedents. Coarse particles were mostly found at low concentrations and a prediction model for particulate matter with good performance was developed.https://anales.fisica.org.ar/index.php/analesafa/article/view/2311/2744air qualitylow cost measurementsneural networks |
| spellingShingle | A. F. Scagliotti G. A. Jorge LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS Anales (Asociación Física Argentina) air quality low cost measurements neural networks |
| title | LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS |
| title_full | LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS |
| title_fullStr | LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS |
| title_full_unstemmed | LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS |
| title_short | LOW-COST METHODS TO PARTICULATE MATTER PRELIMINARY STUDY IN THECENTER-NORTH OF BUENOS AIRES SUBURBS |
| title_sort | low cost methods to particulate matter preliminary study in thecenter north of buenos aires suburbs |
| topic | air quality low cost measurements neural networks |
| url | https://anales.fisica.org.ar/index.php/analesafa/article/view/2311/2744 |
| work_keys_str_mv | AT afscagliotti lowcostmethodstoparticulatematterpreliminarystudyinthecenternorthofbuenosairessuburbs AT gajorge lowcostmethodstoparticulatematterpreliminarystudyinthecenternorthofbuenosairessuburbs |