mercury;
hazard quotient;
artisanal small-scale gold mining;
global sensitivity uncertainty analysis;
Monte Carlo filtering;
D O I:
10.1080/10807039.2020.1855576
中图分类号:
X176 [生物多样性保护];
学科分类号:
090705 ;
摘要:
The goal of this study was to evaluate the age-differentiated health risks associated with exposure to mercury in drinking water from artisanal small-scale gold mining (ASGM) sites on nearby communities in Yolombo, Colombia. In 2017, nine samples were collected from a local regulatory agency to report mercury concentrations in locations near mining sites. We performed a risk assessment to find 100% of the water samples collected downstream of mining sites exceed Hazard Quotient (HQ) risk thresholds (set by the US-Environmental Protection Agency and Health Canada). HQ model, coupled with global sensitivity and uncertainty analysis (GSUA), was used to conclude infants as the most vulnerable, with 50% of the population exceeding HQ thresholds. Length of exposure was the most significant input that contributed to risk variance, explaining 30-55% of risk across all age groups. Monte-Carlo filtering was used to identify effective strategies to reduce the number of individuals exceeding allowable HQ thresholds. After Monte-Carlo filtering intervention strategies, all individuals are below HQ thresholds. This work shows the importance of combining risk assessment tools with sensor data to inform the need for filters, stakeholder education, and alternative mining approaches to gain a multi-perspective risk approach. This work provides a valuable risk and decision modeling methodology and baseline information to gain a deeper understanding of the probability of experiencing detrimental health effects from water contamination in ASGM communities.
机构:
Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Pisconte, Jessica N.
Vega, Claudia M.
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机构:
Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Wake Forest Univ, Sabin Ctr Environm & Sustainabil, Winston Salem, NC 27106 USA
Wake Forest Univ, Dept Biol, Winston Salem, NC 27106 USACtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Vega, Claudia M.
Sayers II, Christopher J.
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机构:
Univ Calif Los Angeles, Dept Ecol & Evolutionary Biol, Los Angeles, CA 90095 USACtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Sayers II, Christopher J.
Sevillano-Rios, C. Steven
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h-index: 0
机构:
Ctr Ornitol & Biodivers CORBIDI, Lima, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Sevillano-Rios, C. Steven
Pillaca, Martin
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h-index: 0
机构:
Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Pillaca, Martin
Quispe, Edwin
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Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Quispe, Edwin
Tejeda, Vania
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h-index: 0
机构:
World Wildlife Fund Peru, Trinidad Moran 853, Lima 14, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Tejeda, Vania
Ascorra, Cesar
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Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, PeruCtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Ascorra, Cesar
Silman, Miles R.
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h-index: 0
机构:
Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Wake Forest Univ, Sabin Ctr Environm & Sustainabil, Winston Salem, NC 27106 USA
Wake Forest Univ, Dept Biol, Winston Salem, NC 27106 USACtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Silman, Miles R.
Fernandez, Luis E.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
Wake Forest Univ, Sabin Ctr Environm & Sustainabil, Winston Salem, NC 27106 USA
Carnegie Inst Sci, Dept Global Ecol, Stanford, CA 94305 USACtr Innovac Cient Amazon CINCIA, Puerto Maldonado 17000, Madre De Dios, Peru
机构:
State Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia
Res Inst Humanity & Nat RIHN, Kita Ku, Kyoto, JapanState Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia
Arifin, Yayu Indriati
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h-index:
机构:
Sakakibara, Masayuki
Takakura, Sayaka
论文数: 0引用数: 0
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机构:
Tsuneishi Shipbldg Co Ltd, Fukuyama, Hiroshima, JapanState Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia
Takakura, Sayaka
Jahja, Mohamad
论文数: 0引用数: 0
h-index: 0
机构:
Res Inst Humanity & Nat RIHN, Kita Ku, Kyoto, Japan
State Univ Gorontalo, Dept Phys, Kota Gorontalo, IndonesiaState Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia
Jahja, Mohamad
Lihawa, Fitryane
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gorontalo, Dept Educ Geog, Kota Gorontalo, IndonesiaState Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia
Lihawa, Fitryane
Sera, Koichiro
论文数: 0引用数: 0
h-index: 0
机构:
Iwate Med Univ, Cyclotron Res Ctr, Takizawa, JapanState Univ Gorontalo, Dept Geol, Kota Gorontalo, Indonesia