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Etchie TO, Etchie AT, Jauro A, Pinker RT, Swaminathan N. Season, not lockdown, improved air quality during COVID-19 State of Emergency in Nigeria. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 768:145187. [PMID: 33736334 PMCID: PMC7825968 DOI: 10.1016/j.scitotenv.2021.145187] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 01/09/2021] [Accepted: 01/10/2021] [Indexed: 05/24/2023]
Abstract
Globally, ambient air pollution claims ~9 million lives yearly, prompting researchers to investigate changes in air quality. Of special interest is the impact of COVID-19 lockdown. Many studies reported substantial improvements in air quality during lockdowns compared with pre-lockdown or as compared with baseline values. Since the lockdown period coincided with the onset of the rainy season in some tropical countries such as Nigeria, it is unclear if such improvements can be fully attributed to the lockdown. We investigate whether significant changes in air quality in Nigeria occurred primarily due to statewide COVID-19 lockdown. We applied a neural network approach to derive monthly average ground-level fine aerosol optical depth (AODf) across Nigeria from year 2001-2020, using the Multi-angle Implementation of Atmospheric Correction (MAIAC) AODs from Terra and Aqua Moderate Resolution Imaging Spectroradiometer (MODIS) satellites, AERONET aerosol optical properties, meteorological and spatial parameters. During the year 2020, we found a 21% or 26% decline in average AODf level across Nigeria during lockdown (April) as compared to pre-lockdown (March), or during the easing phase-1 (May) as compared to lockdown, respectively. Throughout the 20-year period, AODf levels were highest in January and lowest in May or June, but not April. Comparison of AODf levels between 2020 and 2019 shows a small decline (1%) in pollution level in April of 2020 compare to 2019. Using a linear time-lag model to compare changes in AODf levels for similar months from 2002 to 2020, we found no significant difference (Levene's test and ANCOVA; α = 0.05) in the pollution levels by year, which indicates that the lockdown did not significantly improve air quality in Nigeria. Impact analysis using multiple linear regression revealed that favorable meteorological conditions due to seasonal change in temperature, relative humidity, planetary boundary layer height, wind speed and rainfall improved air quality during the lockdown.
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Affiliation(s)
| | | | - Aliyu Jauro
- National Environmental Standards and Regulations Enforcement Agency (NESREA), Garki-Abuja, Nigeria.
| | - Rachel T Pinker
- Department of Atmospheric and Oceanic Science, University of Maryland, College Park, USA.
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Etchie AT, Etchie TO, Elemile OO, Boladale O, Oni T, Akanno I, Bankole DT, Ibitoye OO, Pillarisetti A, Sivanesan S, Afolabi TY, Krishnamurthi K, Swaminathan N. Burn to kill: Wood ash a silent killer in Africa. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 748:141316. [PMID: 32814289 DOI: 10.1016/j.scitotenv.2020.141316] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/22/2020] [Accepted: 07/26/2020] [Indexed: 06/11/2023]
Abstract
Aside the emissions, burning of wood in traditional cookstoves (TCs) also generates substantial amount of ash containing hazardous pollutants such as polycyclic aromatic hydrocarbons (PAHs) and toxic metals. But, their concentrations in the ash, particularly in Africa where over 70% of the population utilize TCs, remain unknown. Here, we determined concentrations of sixteen PAHs and eleven heavy metals in ashes from twelve different African TCs, comprising six three-stone fires (TSFs) and six built-in-place cookstoves (BIPCs), burning common African wood species under real world situation. For each TC, ash samples were collected for six consecutive days (Monday-Saturday), and a total of seventy-two daily samples were collected from January-June 2019. Ash yields were measured gravimetrically, and concentrations of the pollutants were determined following standard analytical protocols. The results were used alongside secondary data (annual fuelwood consumption, African fuelwood densities, population proportion using fuelwood and surface human population density) to estimate annual tonnage, exposure potential and risk to health in Africa, using Monte Carlo simulation technique. The ash yields from all TCs studied exceeded 1% on dry weight basis, indicating that ash is a major waste by-product of wood combustion in TCs. TSFs produced more ash (5.7 ± 0.7%) than BIPCs (3.4 ± 1.0%). Concentrations of As, Cd, Hg and Pb in ashes were significantly higher (α = 0.05) for TSFs than BIPCs. In contrast, concentrations of PAHs were higher in ashes from BIPCs than TSFs. Assuming ash consumption rates range from 250 to 500 mg/day for young children weighing 10 to 30 kg, the upper dose (μg/kg-day) of Pb (0.2-3.9) or Σ16PAHs (0.02-0.34), for instance, surpasses the 0.3 μg/kg-day of Pb or PAH recognized as causing adverse effects in children, indicating a concern. The top five countries with the highest annual tonnage or exposure potential to toxic pollutants are Nigeria>Ethiopia>DR-Congo>Tanzania>Uganda, or Rwanda>Burundi>Uganda>Nigeria>Guinea-Bissau, respectively.
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Affiliation(s)
| | | | | | - Oluwatobi Boladale
- Department of Physical Sciences, Landmark University, Omu-Aran, Nigeria.
| | - Timileyin Oni
- Department of Civil Engineering, Landmark University, Omu-Aran, Nigeria.
| | - Ifeanyi Akanno
- Department of Civil Engineering, Landmark University, Omu-Aran, Nigeria.
| | | | | | - Ajay Pillarisetti
- Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, USA.
| | - Saravanadevi Sivanesan
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
| | | | - Kannan Krishnamurthi
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
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Etchie AT, Etchie TO, Shen H, Pillarisetti A, Popovicheva O. Burden of disease at the same limit of exposure to airborne polycyclic aromatic hydrocarbons varies significantly across countries depending on the gap in longevity. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2019; 180:420-429. [PMID: 31108419 DOI: 10.1016/j.ecoenv.2019.04.028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Revised: 04/03/2019] [Accepted: 04/08/2019] [Indexed: 06/09/2023]
Abstract
Atmospheric polycyclic aromatic hydrocarbons (PAHs) disproportionately affect human health across the globe, and differential exposure is believed to drive the unequal health burden. Therefore, this study assessed and compared the burden of disease, in disability-adjusted life years (DALYs), at the same level (or limit) of exposure to atmospheric PAHs in nine countries. We calculated the DALYs per person-year per ng/m3 of benzo[a]pyrene from ten cancers and thirty-four non-cancer adverse outcomes using published toxicity information and country-specific disease severity. Exposure duration was averaged over 30 years and we adjusted for early-life vulnerability to cancer. The DALYs per person-year per ng/m3 of fifteen other individual PAHs was calculated using relative potency factors, and toxicity factors derived from quantitative structure-activity relationships. We found that even at the same level of exposure to PAHs, the incremental burdens of disease varied substantially across countries. For instance, they varied by about 2-3 folds between Nigeria and the USA. Countries having the lowest longevity had the highest DALYs per person-year per ng/m3 of each PAH. Kruskal-Wallis test (α = 0.05) showed that the variation across countries was significant. The post hoc tests detected a significant difference between two countries when the gap in longevity was >10 years. This suggests that countries having very low average life expectancy require more stringent PAH limit. Linear or exponential function of average longevity gave valid approximation of the DALYs per person-year per ng/m3 of benzo[a]pyrene or phenanthrene, respectively. Furthermore, we used global gridded surface benzo[a]pyrene concentrations and global population dataset for 2007, with spatial resolution of 0.1° × 0.1°, to calculate the contribution of differential exposures to the estimated DALYs per person-year. We found that in six out of nine countries, differential exposures to PAH contribute less to the estimated health loss than differential severities of the diseases. This indicates that the risk to health from PAHs may be underreported if the severities of the diseases in the countries are not considered.
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Affiliation(s)
| | | | - Huizhong Shen
- School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, USA.
| | | | - Olga Popovicheva
- Department of Microelectronics, Institute of Nuclear Physics, Moscow State University, Leninskie Gory, Moscow, Russia.
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Etchie TO, Sivanesan S, Etchie AT, Adewuyi GO, Krishnamurthi K, George KV, Rao PS. The burden of disease attributable to ambient PM2.5-bound PAHs exposure in Nagpur, India. CHEMOSPHERE 2018; 204:277-289. [PMID: 29665530 DOI: 10.1016/j.chemosphere.2018.04.054] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2018] [Revised: 04/07/2018] [Accepted: 04/10/2018] [Indexed: 06/08/2023]
Abstract
Exposure to PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) can elicit several types of cancer and non-cancer effects. Previous studies reported substantial burdens of PAH-induced lung cancer, but the burdens of other cancer types and non-cancer effects remain unknown. Thus, we estimate the cancer and non-cancer burden of disease, in disability-adjusted life years (DALYs), attributable to ambient PM2.5-bound PAHs exposure in Nagpur district, India, using risk-based approach. We measured thirteen PAHs in airborne PM2.5 sampled from nine sites covering urban, peri-urban and rural areas, from February 2013 to June 2014. We converted PAHs concentrations to benzo[a]pyrene equivalence (B[a]Peq) for cancer and non-cancer effects using relative potency factors, and relative toxicity factors derived from quantitative structure-activity relationships, respectively. We calculated time-weighted exposure to B[a]Peq, averaged over 30 years, and adjusted for early-life susceptibility to cancer. We estimated the DALYs/year using B[a]Peq exposure levels, published toxicity data, and severity of the diseases from Global Burden of Disease 2016 database. The annual average concentration of total PM2.5-bound PAHs was 458 ± 246 ng/m3 and resulted in 49,500 DALYs/year (0.011 DALYs/person/year). The PAH-related DALYs followed this order: developmental (mostly cardiovascular) impairments (55.1%) > cancer (26.5%) or lung cancer (23.1%) > immunological impairments (18.0%) > reproductive abnormalities (0.4%).
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Affiliation(s)
- Tunde O Etchie
- Meteorology, Environment & Demographic Surveillance (MEDsurveillance) Ltd, Port Harcourt, Nigeria.
| | - Saravanadevi Sivanesan
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
| | | | | | - Kannan Krishnamurthi
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
| | - K V George
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
| | - Padma S Rao
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), Nagpur, India.
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Erarpat S, Özzeybek G, Chormey DS, Bakırdere S. Determination of lead at trace levels in mussel and sea water samples using vortex assisted dispersive liquid-liquid microextraction-slotted quartz tube-flame atomic absorption spectrometry. CHEMOSPHERE 2017; 189:180-185. [PMID: 28938199 DOI: 10.1016/j.chemosphere.2017.09.072] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/07/2017] [Revised: 09/09/2017] [Accepted: 09/15/2017] [Indexed: 06/07/2023]
Abstract
In this study, dispersive liquid-liquid microextraction (DLLME) and slotted quartz tube (SQT) were coupled to flame atomic absorption spectrometry (FAAS) to increase the sensitivity of lead. Conditions such as the formation of the lead-dithizone complex, efficiency of the DLLME method and the output of the SQT were systematically optimized to improve the detection limit for the analyte. The conventional FAAS system was improved upon by about 3.0 times with SQT-FAAS, 32 times with DLLME-FAAS and 142 times with DLLME-SQT-FAAS. The method was applicable over a wide linear range (10-500 μg L-1). The limit of detection (LOD) determined by DLLME-SQT-FAAS for seawater and mussel were 2.7 μg L-1 and 270 μg kg-1, respectively. The percent recoveries obtained for mussel and seawater samples (spiked at 20 and 50 μg L-1) were 95-96% and 98-110%, respectively.
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Affiliation(s)
- Sezin Erarpat
- Yıldız Technical University, Department of Chemistry, 34349 İstanbul, Turkey
| | - Gözde Özzeybek
- Yıldız Technical University, Department of Chemistry, 34349 İstanbul, Turkey
| | | | - Sezgin Bakırdere
- Yıldız Technical University, Department of Chemistry, 34349 İstanbul, Turkey.
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Bakırdere S, Chormey DS, Büyükpınar Ç, San N, Keyf S. Determination of Lead in Drinking and Wastewater by Hydride Generation Atomic Absorption Spectrometry. ANAL LETT 2016. [DOI: 10.1080/00032719.2015.1127380] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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Sustainability of Water Safety Plans Developed in Sub-Saharan Africa. SUSTAINABILITY 2015. [DOI: 10.3390/su70811139] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Etchie AT, Etchie TO, Adewuyi GO, Kannan K, Wate SR, Sivanesan S, Chukwu AU. Influence of seasonal variation on water quality in tropical water distribution system: is the disease burden significant? WATER RESEARCH 2014; 49:186-196. [PMID: 24333520 DOI: 10.1016/j.watres.2013.11.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2013] [Revised: 11/13/2013] [Accepted: 11/15/2013] [Indexed: 06/03/2023]
Abstract
Recent evidence shows that water distribution system (WDS) is a major risk factor in piped water supply system and the degree of contamination of water in WDS is usually influenced by seasonal variation. Risk assessment studies eliminate the effect of seasonality whenever annualized estimate of concentration of contaminants in water is used to determine the risk to health. In tropical climate where strong seasonal variation prevails, the excess risk during dry and hot season, above the annualized risk can be significant. This study investigates what impact seasonal adjustment may have on health improvement targets for WDS. Water quality data of two Nigerian water supply schemes were used to estimate the impact of WDS on water quality. Seasonal deviation from the annualized impact was quantified as the latent risk in disability-adjusted life years (DALYs). The hazards identified in both WDSs were cadmium and lead, and the estimated 95th-percentile risk of the metals, over the course of dry season was about 31-38%, and 1-3% higher than the estimated yearly average risk, respectively. Wilcoxon signed-rank test showed that the risk distributions during the dry season was significantly higher (p < 0.05) than the yearly average. The median latent risks (5th, 95th-percentiles), for both WDS were 0.014 (7.6 × 10(-3), 0.023) and 4.8 × 10(-3) (-, 7.6 × 10(-3)) DALYs/person/year for cadmium and 0.87 × 10(-3) (0, 0.1 × 10(-3)) and 0.16 × 10(-3) (0, 0.031 × 10(-3)) DALYs/person/year, respectively, for lead. These risks are substantially higher than the WHO limit (1 × 10(-6) DALYs/person/year). Therefore, to achieve effective health improvement target, mitigation measures should be planned and executed by season.
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Affiliation(s)
| | - Tunde O Etchie
- Department of Chemistry, University of Ibadan, Ibadan, Nigeria; National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), India.
| | | | - Krishnamurthi Kannan
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), India.
| | - Satish R Wate
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), India.
| | - Saravanadevi Sivanesan
- National Environmental Engineering Research Institute, Council of Scientific and Industrial Research (CSIR-NEERI), India.
| | - Angela U Chukwu
- Department of Statistics, University of Ibadan, Ibadan, Nigeria.
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