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Rodriguez JS, Bynum M, Laird C, Hart DB, Klise KA, Burkhardt J, Haxton T. Optimal sampling locations to reduce uncertainty in contamination extent in water distribution systems. J Infrastruct Syst 2021; 27:10.1061/(asce)is.1943-555x.0000628. [PMID: 36330233 PMCID: PMC9628260 DOI: 10.1061/(asce)is.1943-555x.0000628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 03/07/2021] [Indexed: 06/16/2023]
Abstract
Drinking water utilities rely on samples collected from the distribution system to provide assurance of water quality. If a water contamination incident is suspected, samples can be used to determine the source and extent of contamination. By determining the extent of contamination, the percentage of the population exposed to contamination, or areas of the system unaffected can be identified. Using water distribution system models for this purpose poses a challenge because significant uncertainty exists in the contamination scenarios (e.g., injection location, amount, duration, customer demands, contaminant characteristics). This article outlines an optimization framework to identify strategic sampling locations in water distribution systems. The framework seeks to identify the best sampling locations to quickly determine the extent of the contamination while considering uncertainty with respect to the contamination scenarios. The optimization formulations presented here solve for multiple optimal sampling locations simultaneously and efficiently, even for large systems with a large uncertainty space. These features are demonstrated in two case studies.
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Affiliation(s)
- J S Rodriguez
- Ph.D. Candidate, Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907
| | - M Bynum
- SMTS, R&D S&E, Computer Science, Sandia National Laboratories, Eubank Blvd SE, Albuquerque, NM, 87123
| | - C Laird
- PMTS, R&D S&E, Computer Science, Sandia National Laboratories, Eubank Blvd SE, Albuquerque, NM, 87123, and Adjunct Assoc. Prof., Davidson School of Chemical Engineering, Purdue University, West Lafayette, IN, 47907
| | - D B Hart
- SMTS, R&D S&E, Computer Science, Sandia National Laboratories, Eubank Blvd SE, Albuquerque, NM, 87123
| | - K A Klise
- PMTS, R&D S&E, Geosciences Engineering, Sandia National Laboratories, Eubank Blvd SE, Albuquerque, NM, 87123
| | - J Burkhardt
- Environmental Engineer, US Environmental Protection Agency, 26 Martin Luther King Dr West, Cincinnati, OH, 45268
| | - T Haxton
- Environmental Engineer, US Environmental Protection Agency, 26 Martin Luther King Dr West, Cincinnati, OH, 45268
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Abstract
Menkes' syndrome is an X-linked recessive multisystem disease which is usually fatal prior to 5 years of age. Though originally felt to be a disorder of copper deficiency, it now appears to be a copper storage disease, with the observed defects resulting from inappropriate systemic copper distribution. Disorders in the metabolism of metallothionein, a metalloprotein involved in cellular copper transport, may be the primary defect in this syndrome. This review summarizes the relevant clinical and pathologic findings seen in this condition to date. It also describes some of the abnormalities in the metabolism of copper and metallothionein in these infants.
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Martin FN, Hart DB. Measurement of speech thresholds of Spanish-speaking children by non-Spanish speaking clinicians. J Speech Hear Disord 1978; 43:255-62. [PMID: 661263 DOI: 10.1044/jshd.4302.255] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
This study investigated the feasibility of a prerecorded speech threshold procedure that was used in a picture-pointing format, and was administered to Spanish-speaking children by non-Spanish-speaking clinicians. The derived Spanish word list was compared for equivalency to English spondees on a group of bilingual adults. The test, administered to 16 children ages three to six years, resulted in good agreement between SRT and pure-tone average. The test was found to be feasible, rapid, and reliable.
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Hart DB. The Nature and Cause of the Physiological Descent of the Testes. J Anat Physiol 1909; 44:4-26. [PMID: 17232824 PMCID: PMC1289220] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. The Physiological Descent of the Ovaries in the Human Foetus. J Anat Physiol 1909; 44:27-34. [PMID: 17232822 PMCID: PMC1289221] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. The Nature and Cause of the Physiological Descent of the Testes. J Anat Physiol 1909; 43:244-65. [PMID: 17232805 PMCID: PMC1289185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. The Microscopical Anatomy of the Genital Tract in the Rat Kangaroo (Female). J Anat Physiol 1907; 42:40-9. [PMID: 17232753 PMCID: PMC1289138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. On the Rôle of the Developing Epidermis in forming Sheaths and Lumina to Organs, illustrated specially in the Development of the Prepuce and Urethra. J Anat Physiol 1907; 42:50-6. [PMID: 17232754 PMCID: PMC1289139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. A CLINICAL LECTURE ON TWO CASES OF CHOREA GRAVIDARUM: Delivered at the Extramural Class of Clinical Medicine in the Edinburgh Royal Infirmary. Br Med J 1903; 1:126. [PMID: 20760635 DOI: 10.1136/bmj.1.2194.126] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Hart DB. THE CURATIVE EFFECT OF THE X RAYS ON CALLOUS SINUSES OF THE ABDOMINAL WALL. West J Med 1902; 1:1330-1. [DOI: 10.1136/bmj.1.2161.1330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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Hart DB. Morphology of the Human Urinogenital Tract. J Anat Physiol 1901; 35:330-75. [PMID: 17232475 PMCID: PMC1287255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- D B Hart
- School of the Royal Colleges, Edinburgh
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Hart DB. Pathology of the Bladder and Ureter-Extroversio Vesicae and Apparent Low Implantation of the Ureter End. J Anat Physiol 1901; 35:376-89. [PMID: 17232476 PMCID: PMC1287256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Affiliation(s)
- D B Hart
- School of the Royal Colleges, Edinburgh
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Hart DB. Preliminary Note on the Development of the Clitoris, Vagina, and Hymen. J Anat Physiol 1896; 31:18-28.11. [PMID: 17232227 PMCID: PMC1327808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB, Gulland GL. The Anatomy of Advanced Pregnancy in Macacus rhesus studied by Frozen Sections, by Casts and Microscopically. J Anat Physiol 1893; 27:360.1-376. [PMID: 17232038 PMCID: PMC1328248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
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Hart DB. The Mechanism and Management of the Third Stage of Labour. West J Med 1885. [DOI: 10.1136/bmj.2.1295.786-a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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