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Point Source Deposition of Mercury in Northern Florida ”A Tale of 2B (or not 2B)”. Kathleen J. Gosnell William M. Landing Jane Caffrey. Quicksilver: The Quick and the Dead. Mercury = hopefully what’s not for dinner Harmful effects of Hg have been know for centuries
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Point Source Deposition of Mercury in Northern Florida”A Tale of 2B (or not 2B)” Kathleen J. Gosnell William M. Landing Jane Caffrey
Quicksilver: The Quick and the Dead • Mercury = hopefully what’s not for dinner • Harmful effects of Hg have been know for centuries • Methyl mercury is lethal for most organisms • accidental poisoning has become more prominent with increasing anthropogenic input to the environment • Minamata disease brought the problem to light for the public after 1950 • acetaldehyde production company released waste containing high amounts of mercury into the bay • Local fisherman and villagers consumed large amounts of fish -> got really sick -> Neurological disorders
What are the Point Sources of Hg? • Numerous studies have been done to determine global and regional deposition influences on Florida watersheds • Few studies have attempted to determine point source effect of known Hg emitters to the local watershed • How does local point sources influence local and global atmospheric mercury deposition?
This study looks at the influence of one large coal-fired power plant (Gulf Power’s Crist plant) in northeast Pensacola • Coal combustion releases Hg into the atmosphere, primarily as vapor • Elemental Hg can have an atmospheric half-life or ½ to 2 years in the atmosphere before being released to the biosphere • What are other trace metal factors that can point to where mercury actually coming from?
Molino • 3 sample sites located at different distances from main point source • 1 mile • 2 miles • 7 miles (pristine?) • Annual sampling of individual rain events since 2004… Pace Ellyson
Each sample ran for Hg… • Each sample treated with 0.045 M HCl and 0.048 M HNO3, than UV Oxidized for 24 hr. • Analyzed by cold vapor atomic fluorescence spectrometry (CVAFS) • As well as a sweep of other trace elements, including alkaline metals and earth elements, rare earth elements, and all three lines of transition metals • Analyzed via “Element” ICP-MS and “Quad” ICP-MS
Monthly average total-Hg concentrations measured for 3 rain sampling sites
Factor Analysis: • Reduce the number of variables • Detect Structure in the Relationship between variables • Classify variables
1st Factor: Land-Ho!Al, Si, Mn, Fe, Co (REE, Rb, Cs, Th, U) • Indicates land (crust or dust) sources
Factor 4: Sea salt aerosolsSr, Na, Mg • Indicates Marine Source
Factor 3: Plants, Fire or Cement? • Elements associated with plants (P, Zn, Cd) • Byproduct of Cement production?
Pollution factor: Hg, As, Sn, Se, Sb, Pb, Bi, Cu? R2 =0.54 R2 = 0.40 R2 = 0.45 R2 = 0.30
Coal combustion in the southeastern US pollutes regionally with volatile elements such as mercury, arsenic, antimony and lead… • Factor analysis: Hg, As, Sn, Se, Sb, Pb, Bi, Cu • Different Factor Analysis components link Hg to other sources… • can it be narrowed down? • Some factor analysis correlations don’t make much sense… • What about other factors? • Sulfate can be a coal plant by-product
Analysis: Inter-Element Relationships: 4-factors = Hg - Sb - Pb As Se Sn Bi V (Cu) (no major ions) 6 factors = Hg - Sb - (Pb) (Ga) NO3 SO4 NH4 (no As, Se, Sn) 7 factors = Hg - Sb - Pb SO4 (all data) 5 factors = Hg – Sb - Pb (V) NO3 SO4 NH4 (all data)
Conclusions: • Factor analysis successfully yields information regarding possible point source categories for trace elements in rainfall • Alumino-silicate (dust), sea salt (marine) and P, Cd and Zn (plants?) factors appear consistent across all analyses • Number of components and allowed factors has dramatic influence on factor loading and inter-element relationships for Hg • consistent relationships emerges from analysis for Hg - Sb - Pb - SO4
Future Plans? • Set up a fourth sampling site • ‘more pristine’ background site • More Meteorology • What is the reasoning behind the P - Cd – Zn factor analysis relationship? And Why do Hg sources sometimes change with different factors? • How will the future ‘coal scrubber’ affect Hg samples? • Estimated to start up late 2009… • Keep on keeping on…
Acknowledgements: • Dr. William Landing, FSU • Dr. Jane Caffrey, UWF • EPA • Sikha Bagui – UWF (Computer Science) • Subhas Bagui – UWF (Statistics) • Jessie Brown – UWF (Computer Science) • Thalassic Society Officers and Helpers • Student Samplers, delivery man, etc… • Student Symposium 2008 attendees
Major ion analysis Compliments of UWF
Full Data set:7 factors • Factor 1: Dust / Land • Factor 2: Sea salt • Factor 3: Bi, Cd, P, Zn • Factor 4: SO4, Hg, Pb, Sb • Factor 5: As, Se, Sn • Factor 6: NO3, NH4 • Factor 7: Cr, Ni Compliments of UWF
5 Factors: • Factor 1: Al/Si - Dust • looks like F1 of 7 • Factor 2: NO3, SO4, NH4, Hg, Pb, Sb, V • looks like F4+F6 • Factor 3: Sea salt • looks like F2 of 7 • Factor 4: Bi, Cd, P, Zn • looks like F3 • Factor 5: As, Se, Sn • looks like F5 of 7 Compliments of UWF