This document summarizes a study that used portable X-ray fluorescence spectrometry (XRF) to rapidly detect toxic metals like lead in non-crushed oyster shells. The researchers developed a methodology to use a portable XRF to simultaneously detect multiple elements in oyster shells without crushing them. Lead contamination was confirmed in contaminated oyster shells using both XRF and scanning electron microscopy with energy dispersive spectroscopy (SEMeEDS). The portable XRF provided a quick, non-destructive, and cost-effective way to assess lead contamination in oyster shells.
Determination of Bacteriological and Physiochemical Properties of Som-Breiro ...RSIS International
The study seeks to examine the Bacteriological and
physiochemical properties of Sambrero River in Ahoada East
Local Government Area of Rivers State. Three (3) points were
sampled from different locations designated as location (L1)
location (L2) and location (L3) respectively, samples were
collected in 0.1m of Sterile containers and were transported to
the laboratory for immediate analysis. Ten (10) physiochemical,
three (3) heavy metal sand three microbiological parameters
were observed. Data was analyzed using standard methods
(ALPHA, 1998) 20th edition and Ms-Excel version 2013 software.
The result showed little variation in physiochemical parameters
which are in line with World Health Organization (WHO)
standard of potable water but shows much variation in
microbiological parameters which are not in line with WHO
standard, thereby making the water not wholesome and not
potable for consumption except after proper treatment of the
water. The work therefore recommends that members of Ekpena
Community should ensure basic water treatment such as boiling
and chlorination before consumption.
Near and mid-infrared spectroscopic determination of algal compositionzhenhua82
The objective of this study was to evaluate whether near-infrared reflectance spectroscopy (NIRS) or mid-infrared reflectance spectroscopy (MIRS) could be used to determine the composition of algal turf scrubber samples. We assayed a set of algal turf scrubber (ATS) samples (n = 117) by NIRS, MIRS, and conventional means for ash, total sugar, mono-sugar, total N, and P content. A subset of these samples (n = 64) were assayed by conventional means, MIRS, and NIRS for total lipid and total fatty acid content. We developed calibrations using all the samples and a one-out cross-validation procedure under partial least-squares regression. This process was repeated using 75% of randomly selected samples to develop the calibration and the remaining samples as an independent test set. Results using the entire sample set demonstrated that NIRS and MIRS can accurately determine ash (r (2) = 0.994 and 0.995, respectively) and total N (r (2) = 0.787 and 0.820, respectively) content, but not phosphorus, total sugar, or mono-sugar content in ATS samples. Results using the 64 sample subset indicated that neither NIRS nor MIRS can accurately determine lipid or total fatty acid content in ATS samples.
Determination of Bacteriological and Physiochemical Properties of Som-Breiro ...RSIS International
The study seeks to examine the Bacteriological and
physiochemical properties of Sambrero River in Ahoada East
Local Government Area of Rivers State. Three (3) points were
sampled from different locations designated as location (L1)
location (L2) and location (L3) respectively, samples were
collected in 0.1m of Sterile containers and were transported to
the laboratory for immediate analysis. Ten (10) physiochemical,
three (3) heavy metal sand three microbiological parameters
were observed. Data was analyzed using standard methods
(ALPHA, 1998) 20th edition and Ms-Excel version 2013 software.
The result showed little variation in physiochemical parameters
which are in line with World Health Organization (WHO)
standard of potable water but shows much variation in
microbiological parameters which are not in line with WHO
standard, thereby making the water not wholesome and not
potable for consumption except after proper treatment of the
water. The work therefore recommends that members of Ekpena
Community should ensure basic water treatment such as boiling
and chlorination before consumption.
Near and mid-infrared spectroscopic determination of algal compositionzhenhua82
The objective of this study was to evaluate whether near-infrared reflectance spectroscopy (NIRS) or mid-infrared reflectance spectroscopy (MIRS) could be used to determine the composition of algal turf scrubber samples. We assayed a set of algal turf scrubber (ATS) samples (n = 117) by NIRS, MIRS, and conventional means for ash, total sugar, mono-sugar, total N, and P content. A subset of these samples (n = 64) were assayed by conventional means, MIRS, and NIRS for total lipid and total fatty acid content. We developed calibrations using all the samples and a one-out cross-validation procedure under partial least-squares regression. This process was repeated using 75% of randomly selected samples to develop the calibration and the remaining samples as an independent test set. Results using the entire sample set demonstrated that NIRS and MIRS can accurately determine ash (r (2) = 0.994 and 0.995, respectively) and total N (r (2) = 0.787 and 0.820, respectively) content, but not phosphorus, total sugar, or mono-sugar content in ATS samples. Results using the 64 sample subset indicated that neither NIRS nor MIRS can accurately determine lipid or total fatty acid content in ATS samples.
REMOVAL PARAQUAT FROM AQUEOUS SOLUTIONS WITH ZEOLITE NANOPARTICLES OPTIMIZED ...EDITOR IJCRCPS
Nowadays, much attention for using chemicals as adsorbent for removal herbicide from aqueous solution has been aroused.
Zeolite as low-cost adsorbent was used in this paper for removal paraquat from water. Iran has a variety resources of zeolite.
Zeolite was collected from Semnan region and after modification, zeolite nano-particles was used for adsorption. Box-Behnken
experimental design was used for simplifying and optimizing the experiment condition. Three factor was studied in this paper; pH
(6-8), temperature (25-45◦C) and the amount of adsorbent (0.5-2 g). The residue of paraquat after each experiment was
determined by injection of 250 μl of each sample to HPLC equipped with column (150mm×4.6mm, ODS (C18)-H-OL), UV-detector
at 258 nm. The mobile phase composition was a mixture of tetramethylammonium hydroxide pentahydrate and ammonium
sulphate in ultra-pure water and adjusted to pH 2 with sulphuric acid. According to BBD the optimum condition was pH 6,
temperature 45◦C and 2 g of adsorbent. At this condition the removal efficiency was about 80%. The results of this study showed
thatby increasing the pH, the percentage of removal was decreased. However, the higher temperatureslead to more removal
capacity of zeolite nano-particles but it was not statistically significant.
Keywords: Paraquat, Zeolite, Box-Behnken design, HPLC.
(originally aired 07-26-12)
U.S. EPA and many state agencies are investigating fracking in Marcellus Shale’s impact on environmental water quality. Public outcry has led to drafting legislation. Increased levels of bromide in drinking water systems correlate to higher levels of brominated disinfection byproducts. Trace metals (i.e., arsenic, selenium, lead), important constituents of flowback water, must be accurately determined for regulatory compliance, challenging due to high levels of dissolved salts which can cause physical and spectral interferences. Here, experts discuss monitoring and measuring anion concentrations in water from recycling impoundments, the typical constituents reported for Marcellus Shale fracking operations, flowback water preparation, and ICP-OES and ICP-MS metals analysis.
Dr. Abhijit Mitra, Associate Professor and former Head, Dept. of Marine Science, University of Calcutta (INDIA) has been active in the sphere of Oceanography since 1985. He obtained his Ph.D as NET qualified scholar in 1994. Since then he joined Calcutta Port Trust and WWF (World Wide Fund), in various capacities to carry out research programmes on environmental science, biodiversity conservation, climate change and carbon sequestration. Presently Dr. Mitra is serving as the advisor of Oceanography Division of Techno India University, Kolkata. He has to his credit about 388 scientific publications in various National and International journals, and 34 books of postgraduate standards. Dr. Mitra has successfully completed about 16 projects on biodiversity loss in fishery sector, coastal pollution, alternative livelihood, climate change and carbon sequestration. Dr. Mitra also visited as faculty member and invited speakers in several foreign Universities of Singapore, Kenya, Oman and USA. In 2008, Dr. Mitra was invited as visiting fellow at University of Massachusetts at Dartmouth, USA to deliver a series of lecture on Climate Change. Dr. Mitra also successfully guided 29 Ph.D students. Presently his domain of expertise includes environmental science, mangrove ecology, sustainable aquaculture, alternative livelihood, climate change and carbon sequestration.
ABSTRACT This research paper presents the microbial and hydrobiological indicators and the physicochemical quality of water samples from a lentic ecosystem in Ibeno LGA, Nigeria, after sixteen (16) years of an aviation fuel spill. Using culture-dependent methodologies, the hydrocarbonoclastic bacterial and fungal counts (HBC & HFC) ranged from 3.4 x 104 to 1.2 x 105cfu/l and 4.7 x 103 to 1.8 x 104 cfu/l, respectively with the ratios of total heterotrophic bacterial counts to HBC and total fungal counts to HFC ranging from 8 to 12% and 15 to 22%, respectively. Predominant bacterial indicators included Pseudomonas aeruginosa, Bacillus subtilis, Micrococcus varians and Enterobacter aerogenes while predominant fungal indicators included Aspergillus niger, A. terreus, Candida sp, Saccharomyces sp, Phoma sp. and Botrytis sp. Predominant zooplanktons in the sampled area were rotatoria while the least were nematodes and followed the trend: Rotatoria > Copepoda > Cladocera > Nematoda. Water samples from the area showed evidence of oil sheen when disturbed; with pH values (6.2 to 7.8) tending generally towards neutral. Total petroleum hydrocarbon (TPH) from this aviation fuel-contaminated lentic system ranged from 81.5 mg/l to 505.2 mg/l. Dissolved oxygen (DO) were generally low with high BOD and COD of 46.3 mg/l and 321.1mg/l, respectively. Other physicochemical parameters were typical of lentic ecosystems in the Niger Delta region, Nigeria. The impact of this and many other spills are enormous. This confirms that it takes a long time for recovery once the environment is polluted.
Key-words: Aquatic pollution, Aviation fuel, Hydrobiological parameters, Hydrocarbonoclastic Microorganisms, Lentic ecosystem, Physicochemical characteristics
Formulation Of Acalypha Wilkesiana Muell. Arg. Ethanol Leaf Extract into Crea...inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
1Department of Biotechnology, Techno India University, Salt Lake Campus Kolkata, India
2Department of Microbiology, Techno India University, Salt Lake Campus, Kolkata, India
3Department of Marine Science, University of Calcutta, 35 B.C. Road, Kolkata, India
*Address for Correspondence: Atanu Roy, Research Scholar, Department of Biotechnology, Techno India University,
Salt lake Campus, Kolkata, India
ABSTRACT- Three decades data (1984 – 2015) was used to study the effect of surface water temperature, pH, dissolved
oxygen, nitrate, phosphate and silicate on chlorophyll a concentration in three water bodies meant for fish culture (locally
known as Bheries) in East Kolkata Wetlands. The data revealed significant spatio-temporal variations (p < 0.01). The
increasing trend of temperature, nitrate and phosphate reflects the effect of intense urbanization at local level. The
pronounced variation of dissolved oxygen and chlorophyll a (decreasing trend) may be attributed to increased load of
sewage in the selected water bodies, which has posed an adverse impact on the phytoplankton standing stock as revealed
through decreasing chlorophyll a trend.
Key-words- East Kolkata Wetlands (EKW), Phytoplankton, Chlorophyll a, Nutrients, ANOVA
This study highlighted the pernicious elements present in the sediment and water of Aba River.Upstream and downstream sediment and water samples were collected at four different sampling points along Aba River. The samples were analyzed for the presence of heavy metals. Microbiological analyses were carried out using the spread plate method and bacterial and fungal isolates identified using standard methods. Analyses were carried out to determine the physicochemical properties using standard methods. Results obtained showed the presence of heavy metals in sediment physicochemical parameters in the ranges of turbidity (11.00-15.00NTU), conductivity (1.80-3.09µS/cm), BOD5 (2.10-5.05mg/g), COD (19.50-25.60mg/g), TDS (610-840mg/g), pH (7.20-7.55), temperature (29.00-30.10°C), K (7.16-9.15mg/g), Na (3.53-4.85mg/g), Mg (4.30-5.40 mg/g), Cr (0.04-0.20mg/g), Zn (0.21-0.35mg/g), Fe (3.75-4.42mg/g), Al (1.05-1.25 mg/g), SO42- (11.75-13.11mg/g), PO42- (0.30-1.1 1mg/g), NO3 (6.35-8.16mg/g). Water physicochemical parameters were in the ranges of turbidity (3.30-9.00mg/l), conductivity (0.63-1.80mg/l), BOD5 (1.72-2. 50mg/l), COD (14.39-22.40mg/l), DO (2.95-5.6mg/l), TDS (245-556mg/l), pH (6.90-7.50), temperature (28.50-30.50°C), K (0.001-6.55mg/l), Na (1.25-3.55mg/l), Mg (1.50-4.60mg/l), Cr (0.00-0.15mg/l), Zn (0.01-0.13mg/l), Fe (1.15-3.95mg/l), Al (0.001-1.12mg/l), SO42- (11.75-13.30mg/l), PO42- (0.30-1.11mg/l), NO3 (6.35-8.16mg/l). The mean bacterial counts recorded for the different sampling points were higher in the wet season for sediment samples (0.97-6.00 x 106 cfu/g) than in the dry season (2.15-5.85 x 106 cfu/g), also the mean bacterial counts recorded for water samples were higher in the wet season (1.41-2.95 x 106 cfu/ml) than in the dry season (1.31-2.39 x 106 cfu/ml). The diversity of microorganisms isolated and identified were; Escherichia coli, Klebsiella pneumoniae, Staphylococcus aureus, Salmonella typhi, Shigella dysentariea,, Bacillus cereus, Enterobacter aerogenes, Enterococcus faecalis, Serratia mercences, Micrococcus luteus, Micrococcus roseus, Aspergillus niger, Penicillium notatum, Saccharomyces cerevisae, Fusarium poae, Rhizopus stolonifer, Rhizopus nigricans, Mucor sp. The distribution of these organisms varied between samples, distance and season. The high level of both microorganisms and heavy metals suggest that the anthropogenic activities in the River could cause health menace to users and therefore should be put to check regularly.
Leaking Underground Storage Tanks (LUSTs) in Rhode IslandEva Do
Background: The case represents the integrated impact of LUSTs in Rhode Island and how to address the issue.
Recommendations: We highly recommend that the state and EPA should continue law reinforcement.
Implication: When the authorities try to strengthen the law, policy gap will be filled, health impact on community would be minimised and the environment will be better saved from being contaminated.
REfacTool - Uma ferramenta de refactoring para disciplinar anotações em linha...Antonio Correia
O projeto envolverá o desenvolvimento de uma ferramenta de refactoring e
transformação de programas, que receberá como entrada o código de um sistema
(possivelmente) contendo anotações não disciplinadas e produzirá como saída o código
do sistema com todas as anotações disciplinadas. Serão utilizadas técnicas de análise estática
e transformação de programas para implementar os refactorings.
REMOVAL PARAQUAT FROM AQUEOUS SOLUTIONS WITH ZEOLITE NANOPARTICLES OPTIMIZED ...EDITOR IJCRCPS
Nowadays, much attention for using chemicals as adsorbent for removal herbicide from aqueous solution has been aroused.
Zeolite as low-cost adsorbent was used in this paper for removal paraquat from water. Iran has a variety resources of zeolite.
Zeolite was collected from Semnan region and after modification, zeolite nano-particles was used for adsorption. Box-Behnken
experimental design was used for simplifying and optimizing the experiment condition. Three factor was studied in this paper; pH
(6-8), temperature (25-45◦C) and the amount of adsorbent (0.5-2 g). The residue of paraquat after each experiment was
determined by injection of 250 μl of each sample to HPLC equipped with column (150mm×4.6mm, ODS (C18)-H-OL), UV-detector
at 258 nm. The mobile phase composition was a mixture of tetramethylammonium hydroxide pentahydrate and ammonium
sulphate in ultra-pure water and adjusted to pH 2 with sulphuric acid. According to BBD the optimum condition was pH 6,
temperature 45◦C and 2 g of adsorbent. At this condition the removal efficiency was about 80%. The results of this study showed
thatby increasing the pH, the percentage of removal was decreased. However, the higher temperatureslead to more removal
capacity of zeolite nano-particles but it was not statistically significant.
Keywords: Paraquat, Zeolite, Box-Behnken design, HPLC.
(originally aired 07-26-12)
U.S. EPA and many state agencies are investigating fracking in Marcellus Shale’s impact on environmental water quality. Public outcry has led to drafting legislation. Increased levels of bromide in drinking water systems correlate to higher levels of brominated disinfection byproducts. Trace metals (i.e., arsenic, selenium, lead), important constituents of flowback water, must be accurately determined for regulatory compliance, challenging due to high levels of dissolved salts which can cause physical and spectral interferences. Here, experts discuss monitoring and measuring anion concentrations in water from recycling impoundments, the typical constituents reported for Marcellus Shale fracking operations, flowback water preparation, and ICP-OES and ICP-MS metals analysis.
Dr. Abhijit Mitra, Associate Professor and former Head, Dept. of Marine Science, University of Calcutta (INDIA) has been active in the sphere of Oceanography since 1985. He obtained his Ph.D as NET qualified scholar in 1994. Since then he joined Calcutta Port Trust and WWF (World Wide Fund), in various capacities to carry out research programmes on environmental science, biodiversity conservation, climate change and carbon sequestration. Presently Dr. Mitra is serving as the advisor of Oceanography Division of Techno India University, Kolkata. He has to his credit about 388 scientific publications in various National and International journals, and 34 books of postgraduate standards. Dr. Mitra has successfully completed about 16 projects on biodiversity loss in fishery sector, coastal pollution, alternative livelihood, climate change and carbon sequestration. Dr. Mitra also visited as faculty member and invited speakers in several foreign Universities of Singapore, Kenya, Oman and USA. In 2008, Dr. Mitra was invited as visiting fellow at University of Massachusetts at Dartmouth, USA to deliver a series of lecture on Climate Change. Dr. Mitra also successfully guided 29 Ph.D students. Presently his domain of expertise includes environmental science, mangrove ecology, sustainable aquaculture, alternative livelihood, climate change and carbon sequestration.
ABSTRACT This research paper presents the microbial and hydrobiological indicators and the physicochemical quality of water samples from a lentic ecosystem in Ibeno LGA, Nigeria, after sixteen (16) years of an aviation fuel spill. Using culture-dependent methodologies, the hydrocarbonoclastic bacterial and fungal counts (HBC & HFC) ranged from 3.4 x 104 to 1.2 x 105cfu/l and 4.7 x 103 to 1.8 x 104 cfu/l, respectively with the ratios of total heterotrophic bacterial counts to HBC and total fungal counts to HFC ranging from 8 to 12% and 15 to 22%, respectively. Predominant bacterial indicators included Pseudomonas aeruginosa, Bacillus subtilis, Micrococcus varians and Enterobacter aerogenes while predominant fungal indicators included Aspergillus niger, A. terreus, Candida sp, Saccharomyces sp, Phoma sp. and Botrytis sp. Predominant zooplanktons in the sampled area were rotatoria while the least were nematodes and followed the trend: Rotatoria > Copepoda > Cladocera > Nematoda. Water samples from the area showed evidence of oil sheen when disturbed; with pH values (6.2 to 7.8) tending generally towards neutral. Total petroleum hydrocarbon (TPH) from this aviation fuel-contaminated lentic system ranged from 81.5 mg/l to 505.2 mg/l. Dissolved oxygen (DO) were generally low with high BOD and COD of 46.3 mg/l and 321.1mg/l, respectively. Other physicochemical parameters were typical of lentic ecosystems in the Niger Delta region, Nigeria. The impact of this and many other spills are enormous. This confirms that it takes a long time for recovery once the environment is polluted.
Key-words: Aquatic pollution, Aviation fuel, Hydrobiological parameters, Hydrocarbonoclastic Microorganisms, Lentic ecosystem, Physicochemical characteristics
Formulation Of Acalypha Wilkesiana Muell. Arg. Ethanol Leaf Extract into Crea...inventionjournals
International Journal of Pharmaceutical Science Invention (IJPSI) is an international journal intended for professionals and researchers in all fields of Pahrmaceutical Science. IJPSI publishes research articles and reviews within the whole field Pharmacy and Pharmaceutical Science, new teaching methods, assessment, validation and the impact of new technologies and it will continue to provide information on the latest trends and developments in this ever-expanding subject. The publications of papers are selected through double peer reviewed to ensure originality, relevance, and readability. The articles published in our journal can be accessed online.
1Department of Biotechnology, Techno India University, Salt Lake Campus Kolkata, India
2Department of Microbiology, Techno India University, Salt Lake Campus, Kolkata, India
3Department of Marine Science, University of Calcutta, 35 B.C. Road, Kolkata, India
*Address for Correspondence: Atanu Roy, Research Scholar, Department of Biotechnology, Techno India University,
Salt lake Campus, Kolkata, India
ABSTRACT- Three decades data (1984 – 2015) was used to study the effect of surface water temperature, pH, dissolved
oxygen, nitrate, phosphate and silicate on chlorophyll a concentration in three water bodies meant for fish culture (locally
known as Bheries) in East Kolkata Wetlands. The data revealed significant spatio-temporal variations (p < 0.01). The
increasing trend of temperature, nitrate and phosphate reflects the effect of intense urbanization at local level. The
pronounced variation of dissolved oxygen and chlorophyll a (decreasing trend) may be attributed to increased load of
sewage in the selected water bodies, which has posed an adverse impact on the phytoplankton standing stock as revealed
through decreasing chlorophyll a trend.
Key-words- East Kolkata Wetlands (EKW), Phytoplankton, Chlorophyll a, Nutrients, ANOVA
This study highlighted the pernicious elements present in the sediment and water of Aba River.Upstream and downstream sediment and water samples were collected at four different sampling points along Aba River. The samples were analyzed for the presence of heavy metals. Microbiological analyses were carried out using the spread plate method and bacterial and fungal isolates identified using standard methods. Analyses were carried out to determine the physicochemical properties using standard methods. Results obtained showed the presence of heavy metals in sediment physicochemical parameters in the ranges of turbidity (11.00-15.00NTU), conductivity (1.80-3.09µS/cm), BOD5 (2.10-5.05mg/g), COD (19.50-25.60mg/g), TDS (610-840mg/g), pH (7.20-7.55), temperature (29.00-30.10°C), K (7.16-9.15mg/g), Na (3.53-4.85mg/g), Mg (4.30-5.40 mg/g), Cr (0.04-0.20mg/g), Zn (0.21-0.35mg/g), Fe (3.75-4.42mg/g), Al (1.05-1.25 mg/g), SO42- (11.75-13.11mg/g), PO42- (0.30-1.1 1mg/g), NO3 (6.35-8.16mg/g). Water physicochemical parameters were in the ranges of turbidity (3.30-9.00mg/l), conductivity (0.63-1.80mg/l), BOD5 (1.72-2. 50mg/l), COD (14.39-22.40mg/l), DO (2.95-5.6mg/l), TDS (245-556mg/l), pH (6.90-7.50), temperature (28.50-30.50°C), K (0.001-6.55mg/l), Na (1.25-3.55mg/l), Mg (1.50-4.60mg/l), Cr (0.00-0.15mg/l), Zn (0.01-0.13mg/l), Fe (1.15-3.95mg/l), Al (0.001-1.12mg/l), SO42- (11.75-13.30mg/l), PO42- (0.30-1.11mg/l), NO3 (6.35-8.16mg/l). The mean bacterial counts recorded for the different sampling points were higher in the wet season for sediment samples (0.97-6.00 x 106 cfu/g) than in the dry season (2.15-5.85 x 106 cfu/g), also the mean bacterial counts recorded for water samples were higher in the wet season (1.41-2.95 x 106 cfu/ml) than in the dry season (1.31-2.39 x 106 cfu/ml). The diversity of microorganisms isolated and identified were; Escherichia coli, Klebsiella pneumoniae, Staphylococcus aureus, Salmonella typhi, Shigella dysentariea,, Bacillus cereus, Enterobacter aerogenes, Enterococcus faecalis, Serratia mercences, Micrococcus luteus, Micrococcus roseus, Aspergillus niger, Penicillium notatum, Saccharomyces cerevisae, Fusarium poae, Rhizopus stolonifer, Rhizopus nigricans, Mucor sp. The distribution of these organisms varied between samples, distance and season. The high level of both microorganisms and heavy metals suggest that the anthropogenic activities in the River could cause health menace to users and therefore should be put to check regularly.
Leaking Underground Storage Tanks (LUSTs) in Rhode IslandEva Do
Background: The case represents the integrated impact of LUSTs in Rhode Island and how to address the issue.
Recommendations: We highly recommend that the state and EPA should continue law reinforcement.
Implication: When the authorities try to strengthen the law, policy gap will be filled, health impact on community would be minimised and the environment will be better saved from being contaminated.
REfacTool - Uma ferramenta de refactoring para disciplinar anotações em linha...Antonio Correia
O projeto envolverá o desenvolvimento de uma ferramenta de refactoring e
transformação de programas, que receberá como entrada o código de um sistema
(possivelmente) contendo anotações não disciplinadas e produzirá como saída o código
do sistema com todas as anotações disciplinadas. Serão utilizadas técnicas de análise estática
e transformação de programas para implementar os refactorings.
REfacTool - Uma ferramenta de refactoring para disciplinar anotações em linha...Antonio Correia
O projeto envolverá o desenvolvimento de uma ferramenta de refactoring e transformação de programas, que receberá como entrada o código de um sistema (possivelmente) contendo anotações não disciplinadas e produzirá como saída o código do sistema com todas as anotações disciplinadas. Serão utilizadas técnicas de análise estática e transformação de programas para implementar os refactorings.
Cuáles son las partes internas fundamentales de una PC.
Que es tecnología AMD, características, ventajas, desventajas y conclusiones.
Que es Tecnología INTEL, características, ventajas, desventajas y conclusiones.
Ejemplos de partes internas de una PC de ultima generación.
Laser Ablation Molecular Isotopic Spectrometry for rare isotopes of the light...Alexander Bolshakov
Laser ablation molecular isotopic spectrometry (LAMIS) involves measuring isotope-resolved molecular emission. Measurements of several key isotopes (hydrogen, boron, carbon, nitrogen, oxygen, and chlorine) in laser ablation plumes were demonstrated. Requirements for spectral resolution of the optical detection system could be significantly relaxed when the isotopic ratio was determined using chemometric regression models. Multiple applications of LAMIS are anticipated in the nuclear power industry, medical diagnostics and therapies, forensics, carbon sequestration, and agronomy studies.
April 1, 2016 Prof. Brian H. Lower Editor, ScienceBites.docxjustine1simpson78276
April 1, 2016
Prof. Brian H. Lower
Editor, ScienceBites
The Ohio State University
School of Environment & Natural Resources
210 Kottman Hall
2021 Coffey Road
Columbus, Ohio 43210 (USA)
Re: Revised Manuscript Version 2
Dear Dr. Lower,
Thank you for considering my revised manuscript for publication in ScienceBites, I am pleased
that you have requested minor modification of our manuscript. Below is a detailed point-by-point
explanation of how we addressed ALL of the reviewers’ comments in our revised
manuscript. To address these concerns we:
1. Modified and/or added additional text to the manuscript.
2. Modified Figure 1.
3. Added 9 new references.
4. Added 1 new co-author who performed additional work to address the concerns of
Reviewer #2 regarding the specificity of the polyclonal antibodies used in our
experiments.
We have also indicated the page and line number where new text can be found in our revised
manuscript. While these modifications increased the length of our manuscript, we attempted to
make text additions as brief as possible, while still addressing the concerns of both reviewers.
In addition, we moved our figure captions to a separate “Figure Legends” page in our manuscript
as you requested.
Should our revised manuscript be accepted for publication we request that our article appear the
environmental section of ScienceBites.
We appreciate the comments and suggestions of the two anonymous reviewers and the time and
effort of the editor. The input that we received from these people has definitely improved the
quality of our manuscript.
Best regards,
Susie A. Student
Reviewer 1 Comments:
1. The authors need to explain why the performed the AFM measurements in growth medium?
The use of growth medium adds complexity to the measurements as it contains a lot of proteins
and can increase the non-specificity interactions.
We agree with Reviewer #1’s comment that having proteins in the imaging fluid can add
complexity to the measurements. We regret that we mistakenly listed our imaging buffer as
“growth medium” in our original manuscript when we actually performed our AFM measurements
in phosphate buffered saline (PBS) at pH 7.4. We thank the reviewer for her/his careful attention
to detail and we have corrected our mistake in the revised manuscript. These changes can be
found on page 4, lines 11-13. The sentence now reads: “We performed Ig-RFM in phosphate
buffered saline (PBS), pH 7.4, on living S. oneidensis MR-1 cells that were deposited on a
hydrophobic glass cover slip using an Asylum Research MFP-3D-BIO AFM or a Digital
Instruments Bioscope AFM (15, 16).
2. The authors need to comment on the stability of the bacteria during AFM measurements.
Bacteria were only deposited on glass and that allows the cell to move under liquid.
We apologize for not making this point clear in the original manuscript. For the experiments
show.
Removal of heavy metals (Cr, Cd, Ni and Pb) using fresh water algae (Utricula...Innspub Net
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2. Author's personal copy
Rapid detection of toxic metals in non-crushed oyster shells by portable X-ray
fluorescence spectrometry
Ju Chou a,*, Garret Clement a
, Bradley Bursavich a
, Don Elbers a
, Baobao Cao b
, Weilie Zhou b
a
Department of Chemistry and Physics, Southeastern Louisiana University, Hammond, LA 70402, USA
b
Advanced Material Research Institute, University of New Orleans, New Orleans, LA 70148, USA
A rapid, simultaneous multi-element analytical methodology for non-crushed oyster shells has been developed using XRF and contamination
of lead on oyster shells was confirmed by XRF and SEMeEDS.
a r t i c l e i n f o
Article history:
Received 30 August 2009
Received in revised form
10 February 2010
Accepted 15 February 2010
Keywords:
Portable XRF
Lead (Pb)
Contamination
Oyster shells
SEM
EDX
a b s t r a c t
The aim of this study was the multi-elemental detection of toxic metals such as lead (Pb) in non-crushed
oyster shells by using a portable X-ray fluorescence (XRF) spectrometer. A rapid, simultaneous multi-
element analytical methodology for non-crushed oyster shells has been developed using a portable
XRF which provides a quick, quantitative, non-destructive, and cost-effective mean for assessment of
oyster shell contamination from Pb. Pb contamination in oyster shells was further confirmed by scanning
electron microscopy with energy dispersive spectroscopy (SEMeEDS). The results indicated that Pb is
distributed in-homogeneously in contaminated shells. Oyster shells have a lamellar structure that could
contribute to the high accumulation of Pb on oyster shells.
Published by Elsevier Ltd.
1. Introduction
Environmental pollution by toxic metals such as lead and
arsenic is a global environmental issue. It received special atten-
tions in New Orleans, Louisiana after Hurricane Katrina (Cobb et al.,
2006; Abel et al., 2007; Mielke et al., 2006). Louisiana is the nation's
largest oyster producer in the United States, and simultaneously,
hundreds of million pounds of oyster shells are disposed of annu-
ally as wastes. Enormous amounts of oyster shells have been
disposed into public areas and lands. If they were left in toxic metal
contaminated areas, the toxic metals could accumulate on oyster
shells (Huanxin et al., 2000; Gifford et al., 2006). Very recently our
research group used a portable X-ray fluorescence (XRF) for field
screening for soils in New Orleans to identify lead contaminant
sites. Surprisingly oyster shells were found to be contaminated by
lead in a residential area in New Orleans. Being that New Orleans is
famous for seafood where oyster shells are everywhere, this has
become a major environmental concern.
Oysters could be contaminated with a variety of toxins from their
surroundings (Gold-Bouchot et al., 1995; Hayes et al., 1998). Lead
contamination in oysters and their shells were found in different
countries (Gold-Bouchot et al., 1995; de Astudillo et al., 2005; Jeng
et al., 2000) in the world. Oyster shells are normally analyzed by
different techniques such as atomic absorption spectroscopy
(Huanxin et al., 2000; Tudor et al., 2006), inductivelycoupled plasma-
atomic emission spectroscopy (ICP-AES) (Protasowicki et al., 2008;
Chang et al., 2007; Kilbride et al., 2006), X-ray diffraction analysis
(XRD) (Medakovic et al., 2006), scanning electron microscopy-energy
dispersive spectroscopy (SEMeEDS) (Medakovic et al., 2006; Yoon
et al., 2003) and other techniques. (Almeida et al., 1998; MacFarlane
et al., 2006). Most of analyses were done on crushed shell samples
and required a sample treatment/digestion process.
A portable XRF is a surface analytical technique and has been
widely used for screening heavy metals including toxic metals. It
provides rapid and non-destructive analysis which is an ultimate
goal of the field analysis. It can also spontaneously analyze multi-
elements, mainly heavy metals (Hou et al., 2004; Radu and
Diamond, 2009). So far, its primary use is analyzing multi-
elements in soils and air filters (Mark et al., 1995; Hürkamp et al.,
2009; Melamed, 2005). A recent application for determination of
metal residues in active pharmaceutical ingredients by XRF was
reported (Margui et al., 2009). We are developing an analytical
method for rapid detection of toxic metals, especially Pb on
contaminated oyster shells by a portable XRF. Since the method-
ology is applied to non-destructive shells, it provides toxic metal
* Corresponding author.
E-mail address: Ju.Chou@selu.edu (J. Chou).
Contents lists available at ScienceDirect
Environmental Pollution
journal homepage: www.elsevier.com/locate/envpol
0269-7491/$ e see front matter Published by Elsevier Ltd.
doi:10.1016/j.envpol.2010.02.015
Environmental Pollution 158 (2010) 2230e2234
3. Author's personal copy
contamination on both inner shells and outer shells. It would also
eliminate procedures associated with sample treatment/digestion,
thus this technique can minimize volume of hazardous waste. The
method reported here could be used across the United States and
elsewhere in the world.
2. Material and methods
2.1. Sampling and XRF analysis
Three oyster shells were collected from a residential area in New Orleans and the
Seafood Market located in downtown Hammond, Louisiana. Each oyster shell was
sealed in a reclosable zip-bag bag and was brought back to the research lab for
analysis. All of oyster shells were then carefully washed with distilled water to
remove all dirt on shell surfaces. After each shell was dried completely, it was then
directly analyzed by a portable XRF.
In this study, non-crushed oyster shells were analyzed by a handheld Alpha XRF
analyzer provided by Innov-X Systems, Woburn, MA. The Innov-X Alpha XRF consists
of an X-ray tube and has a solid state silicon PiN diode detector. The XRF analyzer was
configured for Soil Mode and the energy was set at 40 keV and the current was set at
35 mA by the manufacturer. The X-ray beam is 6 mm in diameter. The soil mode is
employed in this analysis. The analyzer was standardized first by a standardization
cap for Soil Mode analysis and this was done each time when it was turned on. A
standard check with a Pb standard solution on a clean oyster shell was measured after
standardization. Various elements (most of metals) were then detected simulta-
neously by the XRF. By determining intensities of X-rays at a particular frequency
during a given amount of time, the concentration of that particular element in the
sample can be determined as ppm (one part per million). In this study, the
measurement time was 30 s for all measurement. The measurement time was
determined bya pre-test on an oyster shell. The time required was less than 30 s when
the relative standard deviation of Pb was set at 10% in the XRF analyzer. After each
measurement, metal concentrations were generated immediately in ppm and
experimental results were exported into a computer for analysis. The ppm unit was
converted to mg/Kg.
The quantitative analysis of Pb is based on emission line of 12.61 eV (Lb1) since this
line does not overlap with any emission lines of As. Typically, the emission line of As
Ka1 (10.54 eV) interferes with the Pb La1 (10.55 eV). The Inno-X XRF analyzer uses the
As Ka1 and Pb La1 lines to quantify As by simple subtraction when they are both
present. This correction usually leads to fairly accurate results for As measurement.
The quantitative analysis of Sr is determined by Sr Ka1 line at 11.47 keV. The detection
limit for Pb and As is 10 ppm claimed by the manufacture. If the concentration of Pb
and As was lower than 10 ppm, <LOD (limit of detection) is reported.
The program employed in this study is supplied by the manufacturer and it is
proprietary. Data can be displayed as concentrations of elements in ppm for each
element measured or be graphed as an X-ray fluorescence spectrum for an indi-
vidual test as desired. The spectrum is displayed as the intensity on the y-axis versus
the energy of the fluorescence X-rays on the x-axis. The program also allows one to
export data into an Excel file for further data analysis.
This standardization does not considered the roughness of oyster shells which
could affect the quality of the measurement. However, sample analysis was performed
by measuring several different areas and averaging out the data in an attempt to
average the surface roughness.
2.2. Verification of XRF with standard lead solution
After the portable XRF was standardized by a standardization cap, it was further
verified by a standard lead nitrite solution. A clean oyster shell was chosen to verify
the lead concentration on the oyster shell. A standard lead nitrite solution with
a concentration of 200 mM was used to spike (contaminate for the purpose of
verification) the clean outer shell. A spot of the oyster shell was marked and chosen
to spike aliquots of the standard solution with varying levels of lead. Then the same
spot was analyzed by the portable XRF after each application.
2.3. SEMeEDS measurement
Scanning electron microscope (SEM, JEOL Model 5410) with energy dispersive
X-ray spectrometer (EDS) was used to image oyster shell surfaces. As a regular
procedure, the oyster shells were deposited with 10 nm Au to improve sample
conductivity, and then subjected to SEMeEDS examinations.
3. Results and discussion
3.1. XRF analysis on oyster shells
Pb is the focus of this paper, but other elements were simulta-
neously detected. An example of heavy metal contaminated oyster
shells and analysis of non-crushed oyster shell by a portable XRF are
shown in Fig. 1. The numbers on the oyster shells were spots
examined by the portable XRF. Both outer and inner shells were
analyzed in this study, but experiment results reported here were
mainly on outer shells.
A clean oyster shell collected from the Seafood Market in
downtown Hammond was chosen to verify the Pb concentration on
the oyster shell. A spot was selected to spike the Pb standard
solution and then examined by the portable XRF. A known quantity
of Pb standard solution was added to the chosen spot on the clean
oyster shell to test whether the portable XRF response of the
sample is the same as that added. The same spot was repeated with
the different concentrations of the standard Pb solution and then
analyzed by the portable XRF after each application. Fig. 2 shows
the plot of the Pb concentration detected by the portable XRF
versus the concentration of the Pb standard solution added. The
detected Pb concentration increased with increasing the concen-
tration of the standard Pb solution added on the oyster shell. A
calibration curve is determined, and the correlation coefficient (R2
)
of the straight line is 0.987 as shown in Fig. 2. Percent recovery of
the spike was calculated for each spike based on the below
equation. The calculated spike recovery on the oyster shell ranged
from 84% to 120%.
%recovery ¼
cðspike sampleÞ
cðaddedÞ
 100%
For comparison, three types of oyster shells (no Pb, medium Pb
and high Pb) were selected for analyses using the portable XRF. A
clean oyster shell (from the Seafood Market in Hammond) was
characterized by the XRF and was compared with two contaminant
Fig. 1. Images of an example of contaminated oyster shells (top) and analysis of non-
crushed oyster shell by a portable XRF (bottom).
J. Chou et al. / Environmental Pollution 158 (2010) 2230e2234 2231
4. Author's personal copy
oyster shells collected from a residential area in New Orleans.
Different areas of oyster shells were analyzed by the portable XRF.
Typical XRF spectra of three oyster shells were shown in Fig. 3.
On the clean oyster, only peaks of Ca (3.7 keV and 4.0 keV) and Sr
(14.2 keV, 15.8 keV) were observed. The chemical composition of
oyster shells is predominantly Ca as calcium carbonate (CaCO3)
with impurities. Besides carbonates, other minor elements such as
Sr were also observed. No Pb peak was observed indicating that the
oyster shell was not contaminated by lead as shown no Pb in Fig. 3.
On the oyster shell with medium Pb level, the XRF spectrum is
shown in Fig. 3 (med Pb). Not only peaks from Ca and Sr were
observed, but peaks from Fe (6.4, 7.1 keV), Zn (8.6, 9.6 keV) and Pb
(10.6, 12.6 kev) were also observed. All peaks were assigned based
on photon energies and emission lines of elements (http://
xdb.lbl.gov/xdb.pdf). The assigned peaks for each element are
shown in Fig. 3. The concentration of Pb in this spectrum (med Pb)
was 970 Æ 40 mg * kgÀ1
. Small amount of other elements such as Fe,
Zn were also detected. On the oyster shell with high Pb level (high
Pb in Fig. 3), strong peaks from Pb were observed. The Pb concen-
tration was detected as 8300 Æ 200 mg * kgÀ1
in the high Pb shell. A
small extra peak from As at 11.7 kev was observed as shown in Fig. 3
(high Pb). As has another emission line at 11.7 kev (Ka2) which
normally is not sensitive enough to quantify As at environmental
legislation levels. However, it does not overlap with any Pb emis-
sion lines, thus it can be used as an indicator of the presence of As
and also can be used for As quantification when As has a high
concentration in samples. The presence of emission line at 11.7 kev
on the oyster shell simply indicated that the shell collected from
New Orleans was contaminated by As. These results indicate that
heavy metals such as Pb, As, Fe, Zn are able to accumulate on oyster
shells (Huanxin et al., 2000).
Different spots of each outer shell were tested by the portable
XRF. The Pb concentration on high Pb oyster shell is listed in Table 1.
The numbers in the Table 2 represent measured spots as shown in
Fig. 1. Pb concentration on different spots on the shell varied and
the distribution of Pb on the shell were found not homogenous.
Without sample treatment, rough surfaces were examined by the
portable XRF and analysis on a single spot could not provide an
accurate result. However, more precise results can be achieved if an
entire shell surface is examined and analysis results are averaged
out. When a shell surface was analyzed by the portable XRF,
different spots, where surface roughness could vary, were selected.
The average of element concentration was calculated to report the
element concentration on the oyster shell measured. The reported
average of concentration of different elements is based on multi-
measurements on the entire surface. By this method, the rough-
ness of shell surface should be taken into account. The mean of Pb,
As and Sr concentrations in three oyster shells was listed in Table 2.
The mean values were obtained based on nine measurements on
different spots on each outer shell. For the clean oyster shell, the
concentration of Pb and As is lower than the limit of detection. For
medium Pb oyster shell, the mean of the Pb concentration was
1380 Æ 533 mg * kgÀ1
(n ¼ 9). The average of Pb concentration in
the oyster shell with high Pb level was determined to be
6474 Æ 1963 mg * kgÀ1
.
For the two contaminated shells, the inner shells were also
examined by the portable XRF. Different spots of inner shells were
marked and tested. The average of lead concentration in the inner
shells with high and medium Pb level was 1310 Æ 420 mg * kgÀ1
and 320 Æ 130 mg * kgÀ1
respectively. The XRF results indicated
that the inner shells contained less Pb and As than their outer shell
surfaces. These results further suggest that oyster outer shells may
accumulate more Pb than inner shells. The lower concentration
observed in the inner shell also suggested that the outer shells have
more porous structure than inner shells and thus has higher surface
area than inner shells.
y = 0.7843x + 12.905
R2
= 0.987
0
20
40
60
80
100
120
140
160
180
0 50 100 150 200 250
Pb added (mg*kg-1
)
gk*gm(detaluclaCFRXbP1-
)
Fig. 2. A plot of Pb concentration in mg * kgÀ1
from XRF results versus concentration of
standard lead solution spiked on the clean oyster shell.
Fig. 3. XRF spectra of three different oyster shells.
Table 1
Average concentration of Pb, As and Sr on outer oyster shells (values in mg * kgÀ1
).
Oyster shells Mean of concentration (mg * kgÀ1
)
Pb As Sr
No lead (n ¼ 9) <LOD <LOD 1097 Æ 308
Medium lead (n ¼ 9) 1380 Æ 533 178 Æ 59 711 Æ 111
High lead (n ¼ 9) 6474 Æ 1963 662 Æ 165 904 Æ 90
J. Chou et al. / Environmental Pollution 158 (2010) 2230e22342232
5. Author's personal copy
On the clean oyster shell, the content of Sr is 1097 mg * kgÀ1
and
is calculated as 0.13% of SrO (weight percent). The SrO percentage
does not have significant difference with reported value of 0.33%
(Yoon et al., 2003). Almost all environmental samples containing Ca
also contain Sr in the ratio of the geological abundances. The data
presented here seems indicating that the Sr content found in
different regions' oyster shells could vary only slightly with the
geological variance.
3.2. Characterization of oyster shells by SEMeEDS
In order to confirm the results obtained by the XRF, SEMeEDS
was used to characterize oyster shells. Both cleaned and high Pb
contaminated oyster shells were characterized by SEMeEDS. ED
spectra were taken during imaging process on each oyster shell.
Shell samples were coated with 10 nm Au before they were
examined by SEM-EDS.
A typical morphology of the oyster shell with high Pb contam-
ination as well as its ED spectrum is shown in Fig. 4. A large peak
from Ca is observed and it is in good agreement with XRF results. C,
O and Si were also observed by the EDS, but they were not detected
by the portable XRF. These peaks were also observed on the cleaned
oyster shell. The Au peak was observed in the ED spectrum, but it
was attributed to Au sputtering treatment, not from the oyster shell
itself. A small peak at 2.4 kev was detected and it is attributed to Pb.
At 2.3e2.4 keV there is also a K line of S which is an element that
could be present in oyster shells. If this peak was contributed from
the presence of the S, we should have observed it from both clean
and contaminated shells. However, this peak was not observed on
the clean shell by the ED spectrums, indicating that the peak was
not due to the S, but from the Pb.
Peaks from Fe, Zn and As were also detected in other parts of the
oyster shell and were shown in other ED spectra (data not shown
here). Results from the ED spectrum further confirmed semi-
quantitatively existence of Pb, As, Cu Fe and Zn on the contami-
nated shell. However, Sr was not detected by the EDS because their
concentrations maybe too low to be detected by the EDS.
A SEM image of the Pb contaminated oyster shell and a high
resolution SEM (inset) are shown in Fig. 4. The high resolution SEM
image indicates that the oyster shell has a lamellar structure. It was
estimated that oyster shell had 10e20 layers per micrometer on the
shell surface. The accumulation of heavy metals may occur on the
surfaces or between the thin layers, which explains the origin of its
outstanding Pb accumulation ability. This kind of lamellar structure
may provide high surface areas and could contribute to high
accumulation ability to Pb.
3.3. Comparison of crushed and non-crushed oyster shell's analysis
A disadvantage of the XRF method on non-crushed oyster shells
is lack of homogeneity of the matrix and roughness of oyster shells.
However this can be achieved by analyzing more sample spots over
the entire surface obtaining an average of results. When oyster
shells grow in Pb contaminated water, the Pb can bioaccumulate
inside the oyster shells over time. Oyster shells need to be crushed
in order to analyze Pb contamination throughout the oyster shells.
This analysis would give a more accurate result compared to the
XRF analysis on non-crushed samples. However, the analysis on
crushed samples cannot reflect where the contamination was on
the shells, and could not indicate if Pb contaminant is throughout
the shell, or on the inner/outer surface of the shell. When shells
were left in Pb contaminated soils, Pb accumulated on the shell,
most specifically, on the shell surface not the inner layers of shells.
This accumulation is different from live oyster shells that grow in
Pb contaminated water. Pb analysis based on crushed samples will
not be suitable for this purpose. The analysis of oyster shells
reported in this paper for surface analysis of Pb contamination is
preferable to the traditional crushed shell method in determining
the past environment of shells buried in soil.
When oyster shells are left in different environments, different
metals, especially Pb can accumulate on oyster shell surfaces and
this accumulation will result in oyster shell with surface Pb. In New
Orleans, soils are highly contaminated by Pb in some areas. Oyster
shells collected in New Orleans were left in these contaminated
soils and Pb accumulated on the shell surfaces. This is why Pb is
observed on the oyster shells collected in New Orleans. From this
point of view, buried oyster shells can be served as an environ-
mental indicator for Pb contamination.
4. Conclusions
The portable XRF can be used to analyze multi-elements spon-
taneously on a non-crushed oyster shell or a similar species known
to concentrate a variety of heavy metals from its surroundings. The
XRF analysis on non-crushed sample is used to quantitatively
analyze Pb concentrations that Pb accumulates to a surface. In
addition, the portable XRF instrument does not require sample
digestion, thus it is especially suitable for fast screenings, field
testing and rapid identification of oyster shell metal (Pb and As)
contamination.
Table 2
Pb concentration on different spot points of the high Pb oyster shell (in mg * kgÀ1
).
Spot on the shell 1 2 3 4 5 6 7 8 9
Pb (mg * kgÀ1
) 7413 7834 6922 8139 6690 5824 2114 8331 4997
Fig. 4. SEM image (top) of the oyster shell with high lead level and its ED spectrum
(bottom). Inset: high resolution of SEM image of lamellar structure of the oyster shell.
J. Chou et al. / Environmental Pollution 158 (2010) 2230e2234 2233
6. Author's personal copy
Acknowledgements
The authors would like to acknowledge Lead Grant and the
Faculty Development Grant (Southeastern Louisiana University) for
financial support and Innov-X Systems (Woburn, MA) for generous
loan of a portable XRF for this work. L. Zhou acknowledges partial
support from Louisiana Board of Regents Contract No. LEQSF(2007-
12)-ENH-PKSFI-PRS-04.
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