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published: 22 October 2020 |
doi: 10.3389/frai.2020.543305 |
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Artificial Intelligence, Big Data, and mHealth: The Frontiers of the Prevention of Violence Against Children |
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Xanthe Hunt 1* , Mark Tomlinson 1,2 , Siham Sikander³, Sarah Skeen¹, Marguerite Marlow¹, Stefani du Toit¹ and Manuel Eisner⁴ |
¹Department of Global Health, Institute for Life Course Health Research, Stellenbosch University, Stellenbosch, South Africa, ²School of Nursing and Midwifery, Queens University Belfast, Belfast, United Kingdom, ³Global Health Department, Health Services Academy, Islamabad, Pakistan, ⁴Institute of Criminology, Universi... |
Violence against children is a global public health threat of considerable concern. At least half of all children worldwide experience violence every year; globally, the total number of children between the ages of 2 and 17 years who have experienced violence in any given year is one billion. Based on a review of the l... |
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OPEN ACCESS |
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Edited by: Alain B. Labrique, Johns Hopkins University, United States |
Reviewed by: Guohua Huang, Shaoyang University, China Melissa O’Donnell, University of South Australia, Australia |
*Correspondence: Xanthe Hunt xanthehuntwrites@gmail.com |
Specialty section: This article was submitted to Medicine and Public Health, a section of the journal Frontiers in Artificial Intelligence |
Received: 16 March 2020 |
Accepted: 08 September 2020 |
Published: 22 October 2020 |
Citation: Hunt X, Tomlinson M, Sikander S, Skeen S, Marlow M, du Toit S and Eisner M (2020) Artificial Intelligence, Big Data, and mHealth: The Frontiers of the Prevention of Violence Against Children. Front. Artif. Intell. 3:543305. doi: 10.3389/frai.2020.543305 |
Keywords: violence, child abuse, artificial intelligence, mHealth, big data, machine learning, LMIC |
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Frontiers in Artificial Intelligence | www.frontiersin.org |
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1 |
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October 2020 | Volume 3 | Article 543305 |
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Permit Number: EPR/BU5453IY Operator: AGC Chemicals Europe Limited Facility: AGC Chemicals Europe, Hillhouse AGC Chemicals Permit No: EPR/BU5453IY |
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Reporting of Continuously Monitored Emissions to Air for NOₓ, Emission Point A14 - TTP for Jun, 2024 |
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30 min ELV Daily ELV |
mg/Nm3 |
600 480 360 240 120 0 |
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Key Daily average ELV 30 min. average ELV Mean 30 min. average Max. 30 min average Min. 30 min average Daily mean |
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95th Percentile = 141.6 No. of valid averages = 1109 |
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Day 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 |
30 min ELV 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 400 |
Max. Off Off Off Off Off Off 140.6 151.8 148.6 146.7 151.4 155.7 153.7 140.3 150.5 156.0 156.6 131.5 133.2 136.2 153.2 133.5 136.1 127.4 124.7 134.9 132.5 138.6 139.9 134.3 |
Mean Off Off Off Off Off Off 124.9 127.9 123.3 113.8 109.1 137.0 128.1 125.6 126.8 133.8 128.8 121.8 120.6 122.8 127.1 122.7 121.6 117.0 113.7 117.1 121.3 126.5 120.8 123.9 |
Min. Off Off Off Off Off Off 111.4 110.6 115.7 94.8 84.2 112.9 97.1 114.9 116.9 120.5 106.2 104.4 104.9 114.0 109.2 112.1 95.1 92.8 104.1 109.5 89.5 107.2 112.9 113.1 |
No invalid 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
No > ELV 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 |
Daily ELV 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 200 |
Daily Mean Off Off Off Off Off Off N/A 127.9 123.3 113.8 109.1 137.0 128.1 125.6 126.8 133.8 128.8 121.8 120.6 122.8 127.1 122.7 121.6 N/A 113.7 117.1 121.3 126.5 120.8 123.9 |
Invalid day N N N N N N N N N N N N N N N N N N N N N N N N N N N N N N |
> ELV N N N N N N N N N N N N N N N N N N N N N N N N N N N N N N |
Report day N N N N N N N Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y Y N Y Y Y Y Y Y |
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Month summary |
30 min ELV |
Monthly max. 156.6 |
Monthly mean 123.2 |
Monthly min. 84.2 |
Total invalid 0 |
Sum > ELV 0 |
Daily ELV |
Monthly max 137.0 |
No. invalid days 0 |
No. > ELV 0 |
No. report days 22 |
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mCERTS THE ENVIRONMENT AGENCY’S |
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Data is as processed without repairs. |
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Signature |
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Authorised Representative |
Date 26/07/2024 |
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Source: https://www.industrydocuments.ucsf.edu/docs/ftgd0346 |
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Permit Number: EPR/BU543IY |
Operator: AGC Chemicals Europe Limited |
Facility: AGC Chemicals Europe, Hillhouse |
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