Individual level spatial-temporal modelling of exposure potential of livestock in the Cove Wash watershed, Arizona

References

• Allan, B. M., J. P. Arnould, J. K. Martin, and E. G. Ritchie. 2013. “A cost-effective and Informative Method of GPS Tracking Wildlife.” Wildlife Research 40 (5): 345–348. doi:10.1071/WR13069.
   Web of Science ®Google Scholar
• Anke, M., O. Seeber, R. Müller, U. Schäfer, and J. Zerull. 2009. “Uranium Transfer in the Food Chain from Soil to Plants, Animals and Man.” Geochemistry 69: 75–90. doi:10.1016/j.chemer.2007.12.001.
   Google Scholar
• Augustine, D. J., and J. D. Derner. 2013. “Assessing Herbivore Foraging Behavior with GPS Collars in a Semiarid Grassland.” Sensors 13 (3): 3711–3723. doi:10.3390/s130303711.
   PubMed Web of Science ®Google Scholar
• Barbone, F., M. Bovenzi, F. Cavallieri, and G. Stanta. 1995. “Air Pollution and Lung Cancer in Trieste, Italy.” American Journal of Epidemiology 141 (12): 1161–1169. doi:10.1093/oxfordjournals.aje.a117389.
   PubMed Web of Science ®Google Scholar
• Bolt, A. M., S. Medina, F. T. Lauer, H. Xu, A. M. Ali, K. J. Liu, S. W. Burchiel, and M. F. Khan. 2018. “Minimal Uranium Accumulation in Lymphoid Tissues following an Oral 60-day Uranyl Acetate Exposure in Male and Female C57BL/6J Mice.” Plos one 13 (10): e0205211. doi:10.1371/journal.pone.0205211.
   PubMed Web of Science ®Google Scholar
• Brown, J. D. 2004. “Knowledge, Uncertainty and Physical Geography: Towards the Development of Methodologies for Questioning Belief.” Transactions of the Institute of British Geographers 29 (3): 367–381. doi:10.1111/j.0020-2754.2004.00342.x.
   Web of Science ®Google Scholar
• Brugge, D., and R. Goble. 2002. “The History of Uranium Mining and the Navajo People.” American Journal of Public Health 92 (9): 1410–1419. doi:10.2105/AJPH.92.9.1410.
   PubMed Web of Science ®Google Scholar
• Brugge, D., J. L. deLemos, and B. Oldmixon. 2005. “Exposure Pathways and Health Effects Associated with Chemical and Radiological Toxicity of Natural Uranium: A Review.” Reviews on Environmental Health 20 (3): 177–194. doi:10.1515/REVEH.2005.20.3.177.
   PubMedGoogle Scholar
• Bunzl, K., R. Kretner, M. Szeles, and R. Winkler. 1994. “Transect Survey of 238U, 228Ra, 226Ra, 210Pb, 137Cs and 40K in an Agricultural Soil near an Exhaust Ventilating Shaft of a Uranium Mine.” Science of the Total Environment 149 (3): 225–232. doi:10.1016/0048-9697(94)90181-3.
   Web of Science ®Google Scholar
• Craft, E. S., A. W. Abu-Qare, M. M. Flaherty, M. C. Garofolo, H. L. Rincavage, and M. B. Abou-Donia. 2004. “Depleted and Natural Uranium: Chemistry and Toxicological Effects.” Journal of Toxicology and Environmental Health, Part B 7 (4): 297–317. doi:10.1080/10937400490452714.
   PubMed Web of Science ®Google Scholar
• Eichstaedt, P. H. 1994. If You Poison Us: Uranium and Native Americans. 1st. New Mexico, USA: Red Crane Books.
   Google Scholar
• Fettus, G. H., and M. G. McKinzie. 2012. Nuclear Fuel’s Dirty Beginnings. https://www.nrdc.org/sites/default/files/uranium-mining-report.pdf
   Google Scholar
• Fijałkowska–Lichwa, L. 2016. “Extremely High Radon Activity Concentration in Two Adits of the Abandoned Uranium Mine ‘Podgórze’in Kowary (Sudety Mts., Poland).” Journal of Environmental Radioactivity 165: 13–23. doi:10.1016/j.jenvrad.2016.08.016.
   PubMed Web of Science ®Google Scholar
• Fortnow, L. 2009. “The Status of the P versus NP Problem.” Communications of the ACM 52 (9): 78–86. doi:10.1145/1562164.1562186.
   Web of Science ®Google Scholar
• Gong, G., S. Mattevada, and S. E. O’Bryant. 2014. “Comparison of the Accuracy of Kriging and IDW Interpolations in Estimating Groundwater Arsenic Concentrations in Texas.” Environmental Research 130: 59–69. doi:10.1016/j.envres.2013.12.005.
   PubMed Web of Science ®Google Scholar
• Gottlieb, L. S., and L. A. Husen. 1982. “Lung Cancer among Navajo Uranium Miners.” Chest 81 (4): 449–452. doi:10.1378/chest.81.4.449.
   PubMed Web of Science ®Google Scholar
• Gramss, G., and K.-D. Voigt. 2014. “Forage and Rangeland Plants from Uranium Mine Soils: Long-term Hazard to Herbivores and Livestock?” Environmental Geochemistry and Health 36 (3): 441–452. doi:10.1007/s10653-013-9572-5.
   PubMed Web of Science ®Google Scholar
• Hägerstraand, T. 1970. “What about People in Regional Science?” Papers in Regional Science 24 (1): 7–24. doi:10.1111/j.1435-5597.1970.tb01464.x.
   Google Scholar
• Handcock, R. N., D. L. Swain, G. J. Bishop-Hurley, K. P. Patison, T. Wark, P. Valencia, C. J. O’Neill, and C. O’Neill. 2009. “Monitoring Animal Behaviour and Environmental Interactions Using Wireless Sensor Networks, GPS Collars and Satellite Remote Sensing.” Sensors 9 (5): 3586–3603. doi:10.3390/s90503586.
   PubMed Web of Science ®Google Scholar
• Harrison, R. M., P. L. Leung, L. Somervaille, R. Smith, and E. Gilman. 1999. “Analysis of Incidence of Childhood Cancer in the West Midlands of the United Kingdom in Relation to Proximity to Main Roads and Petrol Stations.” Occupational and Environmental Medicine 56 (11): 774–780. doi:10.1136/oem.56.11.774.
   PubMed Web of Science ®Google Scholar
• Holaday, D. A. 1969. “History of the Exposure of Miners to Radon.” Health Physics 16 (5): 547–552. doi:10.1097/00004032-196905000-00001.
   PubMed Web of Science ®Google Scholar
• Hoover, J., M. Gonzales, C. Shuey, Y. Barney, and J. Lewis. 2017. “Elevated Arsenic and Uranium Concentrations in Unregulated Water Sources on the Navajo Nation, USA.” Exposure and Health 9 (2): 113–124. doi:10.1007/s12403-016-0226-6.
   PubMed Web of Science ®Google Scholar
• Hoover, J. H., E. Erdei, D. Begay, M. Gonzales, J. M. Jarrett, P. Y. Cheng, and J. Lewis; NBCS Study Team. 2020. “Exposure to Uranium and co-occurring Metals among Pregnant Navajo Women.” Environmental Research 190: 109943. doi:10.1016/j.envres.2020.109943.
   PubMed Web of Science ®Google Scholar
• Hornung, R. W., and T. J. Meinhardt. 1987. “Quantitative Risk Assessment of Lung Cancer in US Uranium Miners.” Health Physics 52 (4): 417–430. doi:10.1097/00004032-198704000-00002.
   PubMed Web of Science ®Google Scholar
• Jenelius, E., T. Petersen, and L. G. Mattsson. 2006. “Importance and Exposure in Road Network Vulnerability Analysis.” Transportation Research Part A: Policy and Practice 40 (7): 537–560.
   Web of Science ®Google Scholar
• Kim, H. M., and M. P. Kwan. 2003. “Space-time Accessibility Measures: A Geocomputational Algorithm with A Focus on the Feasible Opportunity Set and Possible Activity Duration.” Journal of Geographical Systems 5 (1): 71–91. doi:10.1007/s101090300104.
   Google Scholar
• Kurttio, P., A. Harmoinen, H. Saha, L. Salonen, Z. Karpas, H. Komulainen, and A. Auvinen. 2006. “Kidney Toxicity of Ingested Uranium from Drinking Water.” American Journal of Kidney Diseases 47 (6): 972–982. doi:10.1053/j.ajkd.2006.03.002.
   PubMed Web of Science ®Google Scholar
• Kwan, M. P. 1998. “Space‐time and Integral Measures of Individual Accessibility: A Comparative Analysis Using a Point‐based Framework.” Geographical Analysis 30 (3): 191–216. doi:10.1111/j.1538-4632.1998.tb00396.x.
   Web of Science ®Google Scholar
• Kwan, M. P., and T. Schwanen. 2018. “Context and Uncertainty in Geography and GIScience: Advances in Theory, Method, and Practice.” Annals of the American Association of Geographers 108 (6): 1473–1475. doi:10.1080/24694452.2018.1457910.
   Web of Science ®Google Scholar
• Leelasakultum, K., and N. T. Kim Oanh. 2017. “Mapping Exposure to Particulate Pollution during Severe Haze Episode Using Improved MODIS AOT‐PM10 Regression Model with Synoptic Meteorology Classification.” GeoHealth 1 (4): 165–179. doi:10.1002/2017GH000059.
   PubMed Web of Science ®Google Scholar
• Lin, Y., J. Hoover, D. Beene, E. Erdei, and Z. Liu. 2020. “Environmental Risk Mapping of Potential Abandoned Uranium Mine Contamination on the Navajo Nation, USA, Using a GIS-based multi-criteria Decision Analysis Approach.” Environmental Science and Pollution Research International 27 (24): 30542–30557. doi:10.1007/s11356-020-09257-3.
   PubMed Web of Science ®Google Scholar
• Lu, Y., and T. B. Fang. 2015. “Examining Personal Air Pollution Exposure, Intake, and Health Danger Zone Using Time Geography and 3D Geovisualization.” ISPRS International Journal of Geo-Information 4 (1): 32–46. doi:10.3390/ijgi4010032.
   Web of Science ®Google Scholar
• Medina, S., F. T. Lauer, E. F. Castillo, A. M. Bolt, A. M. S. Ali, K. J. Liu, and S. W. Burchiel. 2020. “Exposures to Uranium and Arsenic Alter Intraepithelial and Innate Immune Cells in the Small Intestine of Male and Female Mice.” Toxicology and Applied Pharmacology 403: 115155. doi:10.1016/j.taap.2020.115155.
   PubMed Web of Science ®Google Scholar
• Meinrath, A., P. Schneider, and G. Meinrath. 2003. “Uranium Ores and Depleted Uranium in the Environment, with a Reference to Uranium in the Biosphere from the Erzgebirge/Sachsen, Germany.” Journal of Environmental Radioactivity 64 (2–3): 175–193. doi:10.1016/S0265-931X(02)00048-6.
   PubMed Web of Science ®Google Scholar
• Miller, H. J. 1991. “Modelling Accessibility Using space-time Prism Concepts within Geographical Information Systems.” International Journal of Geographical Information Systems 5 (3): 287–301. doi:10.1080/02693799108927856.
   Web of Science ®Google Scholar
• Moolgavkar, S. H. 2000. “Air Pollution and Daily Mortality in Three US Counties.” Environmental Health Perspectives 108 (8): 777–784. doi:10.1289/ehp.00108777.
   PubMed Web of Science ®Google Scholar
• Mudd, G. M. 2008. “Radon Releases from Australian Uranium Mining and Milling Projects: Assessing the UNSCEAR Approach.” Journal of Environmental Radioactivity 99 (2): 288–315. doi:10.1016/j.jenvrad.2007.08.001.
   PubMed Web of Science ®Google Scholar
• Mulloy, K. B., D. S. James, K. Mohs, and M. Kornfeld. 2001. “Lung Cancer in a Nonsmoking Underground Uranium Miner.” Environmental Health Perspectives 109 (3): 305–309. doi:10.1289/ehp.01109305.
   PubMed Web of Science ®Google Scholar
• Oren, T. I., and N. Ghasem-Aghaee (2003, July). Personality Representation Processable in Fuzzy Logic for Human Behavior Simulation. In Summer Computer Simulation Conference, Montreal, PQ, Canada (pp. 11–18). Society for Computer Simulation International; 1998.
   Google Scholar
• Raubal, M., H. J. Miller, and S. Bridwell. 2004. “User‐centred Time Geography for Location‐based Services.” Geografiska annaler. Series B, Human geography 86 (4): 245–265. doi:10.1111/j.0435-3684.2004.00166.x.
   Google Scholar
• Rife, J., and S. M. Rock 2001, . Visual Tracking of Jellyfish in Situ. In Proceedings 2001 International Conference on Image Processing (Cat), Thessaloniki, Greece (Vol. 1, pp. 289–292). IEEE.
   Google Scholar
• Rodriguez-Baena, D. S., F. A. Gomez-Vela, M. García-Torres, F. Divina, C. D. Barranco, N. Daz-Diaz, G. Montalvo, and G. Montalvo. 2020. “Identifying Livestock Behavior Patterns Based on Accelerometer Dataset.” Journal of Computational Science 41: 101076. doi:10.1016/j.jocs.2020.101076.
   Web of Science ®Google Scholar
• Ryan, P. H., and G. K. LeMasters. 2007. “A Review of land-use Regression Models for Characterizing Intraurban Air Pollution Exposure.” Inhalation Toxicology 19 (sup1): 127–133. doi:10.1080/08958370701495998.
   PubMed Web of Science ®Google Scholar
• Samet, J. M., D. M. Kutvirt, R. J. Waxweiler, and C. R. Key. 1984. “Uranium Mining and Lung Cancer in Navajo Men.” New England Journal of Medicine 310 (23): 1481–1484. doi:10.1056/NEJM198406073102301.
   PubMed Web of Science ®Google Scholar
• Tannenbaum, A., H. Silverstone, and J. Koziol. 1948. Tracer Studies on the Distribution and Excretion of Uranium in Mice, Rats, and Dogs. Oak Ridge, Tennessee, USA: US Atomic Energy Commission, Technical Information Division.
   Google Scholar
• Tobler, W. R. 1970. “A Computer Movie Simulating Urban Growth in the Detroit Region.” Economic Geography 46 (sup1): 234–240. doi:10.2307/143141.
   Web of Science ®Google Scholar
• Turner, L. W., M. C. Udal, B. T. Larson, and S. A. Shearer. 2000. “Monitoring Cattle Behavior and Pasture Use with GPS and GIS.” Canadian Journal of Animal Science 80 (3): 405–413. doi:10.4141/A99-093.
   Web of Science ®Google Scholar
• Vaupotić, J. 2001. “Radon and gamma-radiation Measurements in Schools on the Territory of the Abandoned Uranium Mine “Žirovski Vrhl”.” Journal of Radioanalytical and Nuclear Chemistry 247 (2): 291–295. doi:10.1023/A:1006741215350.
   Web of Science ®Google Scholar
• Wan, N., and G. Lin. 2016. “Classifying Human Activity Patterns from Smartphone Collected GPS Data: A Fuzzy Classification and Aggregation Approach.” Transactions in GIS 20 (6): 869–886. doi:10.1111/tgis.12181.
   PubMed Web of Science ®Google Scholar
• Wang, J., M. P. Kwan, and Y. Chai. 2018. “An Innovative context-based crystal-growth Activity Space Method for Environmental Exposure Assessment: A Study Using GIS and GPS Trajectory Data Collected in Chicago.” International Journal of Environmental Research and Public Health 15 (4): 703. doi:10.3390/ijerph15040703.
   PubMed Web of Science ®Google Scholar
• Weber, J. 2003. “Individual Accessibility and Distance from Major Employment Centers: An Examination Using space-time Measures.” Journal of Geographical Systems 5 (1): 51–70. doi:10.1007/s101090300103.
   Google Scholar
• Weston Solutions, Inc. (2014) Mesa I, Mines 10-15-Abandoned Uranium Mine Site Reassessment Report. (EPA ID No.: NND983466772). https://www.epa.gov/sites/production/files/2016-10/documents/mesa_i_mines_final_reassessment_report_2014-01.pdf
   Google Scholar
• Xie, D., H. Wang, K. J. Kearfott, Z. Liu, and S. Mo. 2014. “Radon Dispersion Modeling and Dose Assessment for Uranium Mine Ventilation Shaft Exhausts under Neutral Atmospheric Stability.” Journal of Environmental Radioactivity 129: 57–62. doi:10.1016/j.jenvrad.2013.12.003.
   PubMed Web of Science ®Google Scholar
• Yazzie, S. A., S. Davis, N. Seixas, and M. G. Yost. 2020. “Assessing the Impact of Housing Features and Environmental Factors on Home Indoor Radon Concentration Levels on the Navajo Nation.” International Journal of Environmental Research and Public Health 17 (8): 2813. doi:10.3390/ijerph17082813.
   PubMed Web of Science ®Google Scholar
• Zadeh, L. A. 1965. “Fuzzy Sets.” Information and Control 8 (3): 338–353. doi:10.1016/S0019-9958(65)90241-X.
   Google Scholar
• Zadeh, L. A. 2008. “Is There a Need for Fuzzy Logic?” Information Sciences 178 (13): 2751–2779. doi:10.1016/j.ins.2008.02.012.
   Web of Science ®Google Scholar
• Zamora, M. L., B. L. Tracy, J. M. Zielinski, D. P. Meyerhof, and M. A. Moss. 1998. “Chronic Ingestion of Uranium in Drinking Water: A Study of Kidney Bioeffects in Humans.” Toxicological Sciences 43 (1): 68–77. doi:10.1093/toxsci/43.1.68.
   PubMed Web of Science ®Google Scholar
• Zehner, N., C. Umstätter, J. J. Niederhauser, and M. Schick. 2017. “System Specification and Validation of a Noseband Pressure Sensor for Measurement of Ruminating and Eating Behavior in stable-fed Cows.” Computers and Electronics in Agriculture 136: 31–41. doi:10.1016/j.compag.2017.02.021.
   Web of Science ®Google Scholar
• Zhan, Y., Y. Luo, X. Deng, K. Zhang, M. Zhang, M. L. Grieneisen, and B. Di. 2018. “Satellite-based Estimates of Daily NO2 Exposure in China Using Hybrid Random Forest and Spatiotemporal Kriging Model.” Environmental Science & Technology 52 (7): 4180–4189. doi:10.1021/acs.est.7b05669.
   PubMed Web of Science ®Google Scholar