Speciation of five arsenic species (arsenite, arsenate, MMAA V, DMAA V and AsBet) in different kind of water by HPLC-ICP-MS
|
|
- Lynn Cornelia Walters
- 6 years ago
- Views:
Transcription
1 Chemosphere 66 (2007) Specition of five rsenic species (rsenite, rsente, MMAA V, DMAA V nd AsBet) in different kind of wter by HPLC-ICP-MS Sébstien N. Ronkrt, *, Vincent Lurent b,1, Philippe Crbonnelle b,1, Nicols Mbon,2, Alfred Copin,2, Jen-Pul Brthélemy,2 Gembloux Agriculturl University, Unité de chimie nlytique et Phytophrmcie, Pssge des Déportés, 2, B-5030 Gembloux, Belgium b Lbortoire Centrl de l Société Wllonne Des Eux, Avenue de l Espérnce, B-6220 Fleurus, Belgium Received 22 Jnury 2006; received in revised form 19 July 2006; ccepted 20 July 2006 Avilble online 7 September 2006 Abstrct A method using Ion Chromtogrphy hyphented to n Inductively Coupled Plsm-Mss Spectrometer hs been developed to ccurtely determine rsenite (As III ), rsente (As V ), mono-methylrsonic cid (MMAA V ), dimethylrsinic cid (DMAA V ) nd rsenobetine (AsBet) in different wter mtrices. The developed method showed high sensitivity with detection limits for ech rsenic species close to 0.4 pg injected. Arsenite nd rsente were the mjor species found in surfce nd well wters, but AsBet nd DMAA V were found in some surfce wters, which hs never been reported before, while in some nturl minerl wters locted in volcnic region, the rsenic content exceeded the mximl dmissible rsenic content by Europen legisltion stndrds nd the predominnt form ws As V. Ó 2006 Elsevier Ltd. All rights reserved. Keywords: Arsenic; IC-ICP-MS; Specition; Trce nlysis 1. Introduction Arsenic exists under the form of vrious chemicl species differing, not only by their physicochemicl behviour, but lso in toxicity, biovilbility nd biotrnsformtion (Med, 1994). With more thn 20 rsenic compounds present in the nturl environment nd biologicl systems, it is importnt to identify ech individul chemicl species of the element in the smples (Le et l., 2004). For this reson, the notion of specition, defined s the determintion of ll the individul physicochemicl forms of n element, hs gined interest in recent yers. * Corresponding uthor. Tel.: ; fx: E-mil ddresses: ronkrt.s@fsgx.c.be (S.N. Ronkrt), lbo@swde. be (V. Lurent). 1 Tel.: ; fx: Tel.: ; fx: Arsenite (As III ) nd rsente (As V ) re the most toxic forms, considered nd clssified s humn crcinogen substnces nd re the predominnt forms found in wter. Biologiclly-medited methyltion rections, occurring in terrestril nd mrine orgnisms, convert rsenite nd rsente to methylted compounds of moderte toxicity, such s methylrsonic cid (MMAA V ) nd dimethylrsinic cid (DMAA V ). Arsenobetine (AsBet), more complex rsenic compound, ws identified essentilly in mrine biot (Goessler et l., 1998,b; Ackley et l., 1999; Kohlmeyer et l., 2002) or in mrine sediments (Tkeuchi et l., 2005) nd is considered to be reltively non-toxic (Kise et l., 1985). The dmissible level of rsenic in nturl minerl wter (Commission Directive 2003/40/CE of 16 My 2003) nd in wter intended for humn consumption (Commission Directives 98/83/CE of 3 November 1998), hs been lowered to 10 lg l 1 of totl rsenic. However, s reported previously in literture (Vn Holderbeke et l., 1999), some /$ - see front mtter Ó 2006 Elsevier Ltd. All rights reserved. doi: /j.chemosphere
2 S.N. Ronkrt et l. / Chemosphere 66 (2007) commercilly vilble nturl minerl wter exceeded this limit of 10 lg l 1. In order to ssess the individul forms of rsenic, which my be present in wter, nd thus the potentil toxicity, the nlyticl equipment must chieved very low detection limits. Hyphented nlyticl techniques re often necessry to chieve both selectivity nd sensitivity for rsenic specition t low concentrtion level. Numerous instrumentl methods for these five rsenic species specition re reported in the literture. Most of them re bsed on chromtogrphic seprtion techniques such s High Performnce Liquid Chromtogrphy (HPLC) (Giler nd Irgolic, 1996; Teräshde et l., 1996; Le nd M, 1997; Dgnc et l., 1999; Kohlmeyer et l., 2002) or Cpillry Zone Electrophoresis (Vn Holderbeke et l., 1999), coupled with selective nd sensitive detector such s Atomic Absorption Spectrometry (AAS) (Giler nd Irgolic, 1996) or Inductively Coupled Plsm-Mss Spectrometry (ICP- MS) (Teräshde et l., 1996; Kohlmeyer et l., 2002). Post column derivtiztion of rsenic species with formtion of the voltile rsine hydrides, hs been coupled with AAS (Le nd M, 1997), Atomic Fluorescence Spectrometry (Simon et l., 2004) or ICP-MS (Dgnc et l., 1999), but cnnot be used for quntifying AsBet without prior chemicl conversion (Slejkovec et l., 1999). The hyphented HPLC-ICP-MS technique is the most powerful method for rsenic specition, llowing detection limits generlly lower thn 0.5 lg l 1 (B Hymer nd Cruso, 2004, nd references therein). The dvntges ssocited with the HPLC-ICP-MS technique include high elementl specificity, the possibility to record rel time chromtogrms, the bility to seprte the signls of interfering species from the peks of interest, high liner rnge, multi-element cpbility nd the possibility of isotopic informtion. The high sensitivity of ICP-MS llows the nlysis of wter smples without time-consuming preconcentrtion nd derivtiztion steps. This considertion is crucil s species my be converted from one form to nother or lost during the pre-tretment of the smple (Gong et l., 2002). However, the use of ICP-MS s detector for HPLC gives rise to some constrints on the choice of chromtogrphic conditions concerning the nture nd concentrtion of the buffer slts of the mobile phse nd the presence of orgnic solvents. Moreover, becuse of its high sensibility, ICP-MS my suffer from mny isobric interferences cused minly by phenomen occurring either in the plsm or in the ion extrction device. For exmple, presence of chlorine in the smple my give rise to the formtion of 40 Ar 35 Cl + tht interferes strongly with the mono-isotopic 75 As + (Gry, 1986; Hywel Evns nd Giglio, 1993). For these resons, the im of this work ws to develop powerful specition method suitble for trce nlysis of ll rsenic species found in drinking nd surfce wter with pproprite performnce chrcteristics in order to identify nd quntify ech rsenic species. 2. Experimentl 2.1. Stndrds nd regents Stock solutions of rsenic species (1000 mg l 1 ) were prepred from NAsO 2 (rsenite, As III ), N 2 HAsO 4 Æ 7H 2 O (rsente, As V ), (CH 3 ) 2 AsO(OH) (dimethylrsinic cid, DMAA V ), CH 3 AsO(OH) 2 (mono-methylrsonic cid, MMAA V ) nd (CH 3 ) 3 As + CH 2 COO (rsenobetin, AsBet). As III, As V nd DMAA V were obtined from Sigm Aldrich (Steinheim, Germny) while MMAA V nd AsBet were obtined from Argus Chemicls (Florence, Itly). These individul stndrds were checked for purity by IC-ICP-MS, nd the stock solutions were stored t 4 C before nlysis. In these conditions, the stock solutions were stble for t lest one month. Anlyticl working solutions were prepred by diluting the stock solutions with ultrpure wter (18.2 MX cm 1, Millipore, Molsheim, Frnce) prior to nlysis. For the chromtogrphic mobile phse, NH 4 H 2 PO 4 (mmonium dihydrogen phosphte, >99%, Sigm Aldrich, Steinheim, Germny), NH 4 OH (mmonic 25%, Suprpur Ò, Merck, Drmstdt, Germny) nd methnol (Suprsolv Ò, Merck, Drmstdt, Germny) were used Instrumenttion The High Performnce Liquid Chromtogrphy (HPLC) module consisted of n Agilent 1100 Series (Agilent Technologies, Yokogw Anlyticl System Inc., Tokyo, Jpn) with hndheld control module. The seprtion of the rsenic species ws performed on Dionex AS7 nion-exchnge column (250 4 mm; 10 lm) bering lkyl quternry mmonium exchnge sites on styrenedivinylbenzene copolymer. 20 ll of the smple ws injected in the chromtogrphic column. The Inductively Coupled Plsm-Mss Spectrometry (ICP-MS) system consisted of n ICP-MS Hewlett-Pckrd 4500 Series 200 (Agilent Technologies, Yokogw Anlyticl System Inc., Tokyo, Jpn). A 40 cm PEEK Ò tubing (PolyEther Ether Ketone, 1/16 00 OD X ID Blue- Stripe) with pproprite fittings ws used to connect the outlet of the HPLC nlyticl column directly to the inlet of the ICP concentric nebulizer (Conikl Ò Concentric Nebulizer-STF, Glss Expnsion, Switzerlnd). A doublepss spry chmber nd qurtz torch were used in this study. The temperture of the spry chmber ws mintined t 2 C by cooling Peltier Effect. In ccordnce with B Hymer et l. (1998), this concentric nebulizer/double pss spry chmber combintion llows the best signl stbility. In ddition to the ICP-MS Hewlett-Pckrd 4500 Series 200 (only used for the coupling with HPLC), n ICP-MS Hewlett-Pckrd 4500 Series 100 (Agilent Technologies, Yokogw Anlyticl System Inc., Tokyo, Jpn) ws used for the totl rsenic concentrtion in wter. The ICP-MS Hewlett-Pckrd 4500 Series 100 ws equipped with Bbington nebulizer.
3 740 S.N. Ronkrt et l. / Chemosphere 66 (2007) Tuning nd dt cquisition Before ll nlyses, the instrument ws tuned using 10 lg l 1 lithium ( 7 Li), yttrium ( 89 Y), thllium ( 205 Tl) nd cerium ( 140 Ce) solution (ll Certipur Ò, obtined from Merck, Drmstdt, Germny). Resolution nd mss xis were optimized by monitoring m/z 7 Li, 89 Y nd 205 Tl. Sensitivity ws mximized t m/z 89 Y, llowing very high sensitivity for 75 As, nd thus very low detection limits, while mintining the rtio of oxides ( 140 Ce 16 O/ 140 Ce) nd doubly chrged ions ( 140 Ce 2+ / 140 Ce + ) t low level to minimize the potentil interferences. For IC-ICP-MS dt cquisition, the time resolved nlysis mode ws used. In ddition of the rsenic signl t m/z 75, the interferences from chloride were lso checked by monitoring m/z 35, 77, 82 nd 83. The quntifiction of the chromtogrphic peks ws bsed on the pek re Specition of rsenic in wter Surfce, well nd nturl minerl wter smples were nlysed by IC-ICP-MS. These smples were collected from severl loctions in the Wlloon Region (Belgium) nd stored in polyethylene flsks t 4 C without cidifiction to prevent chnges in species distribution. The nlyses were crried out within one week. Nturl minerl wters were obtined from locl mrket, nd covering different geologicl origins. The sum of rsenic species concentrtions ws compred to the totl rsenic content obtined by ICP-MS nlysis. All rel smples were filtered through 5, 0.45 nd 0.2 lm filter membrnes (ll Acrodisc Ò 25 mm Syringe filter with Verspor Ò membrne, Gelmn Sciences, MI, USA) directly into the uto smpler vil nd injected in the chromtogrphic system. All smples were nlysed in triplicte. 3. Results nd discussion The optimized chromtogrphic conditions nd the instrumentl prmeters used for IC-ICP-MS re summrized in Tble Set up of the chromtogrphic elution In HPLC, Ion Chromtogrphy (IC) is n ttrctive technique for elementl specition becuse it cn seprte chrged species. Except AsBet, which is zwitterion, ll the other rsenic species of this study hve rnge of dissocition constnts mking them suitble for nion exchnge column, s they exist in nionic form in lkline mobile phse (Teräshde et l., 1996). N 2 HPO 4 nd NH 2 PO 4 re often used s mobile phse for the rsenic species seprtion, but deposition of slt on the smpling interfce cuses rpid degrdtion nd instbility of the signl. For this reson, the selected mobile phse used in this study ws mmonium dihydrogen phosphte (NH 4 H 2 PO 4 ), less deposit ws observed together with good stbility of the signl. In the investigted NH 4 H 2 PO 4 concentrtion rnge (1 50 mm), the order of elution ws AsBet, DMAA V,As III, MMAA V nd As V (Fig. 1). NH 4 H 2 PO 4 5 mm gve the best compromise between good AsBet/DMAA V resolution nd minimum tiling for As III. Furthermore, the effect of the ph of the mobile phse ws tested (7.0, 8.0, 9.0 nd 10.0) by djusting with NH 4 OH 1.35 M. Incresing the Tble 1 Instrumentl settings Totl rsenic ICP-MS HP 4500 Series 100 Argon plsm gs flow rte (l min 1 ) 15 Argon crrier gs flow rte (l min 1 ) 1 Argon uxiliry gs flow rte (l min 1 ) 1 Peristltic pump flow rte (l min 1 ) 1 Power (W) 1400 Arsenic specition HPLC Agilent 1100 Series Anlyticl column Dionex IonPk AS7 (250 4 mm; 10 lm) Mobile phse A 2.5 mm NH 4 H 2 PO 4 ph 10.0 (NH 4 OH) Mobile phse B 50 mm NH 4 H 2 PO 4 Grdient progrm Time (min) A (%) B (%) ICP-MS HP 4500 Series 200 Argon plsm gs flow rte (l min 1 ) 15 Argon crrier gs flow rte (l min 1 ) 0.7 Argon uxiliry gs flow rte (l min 1 ) 1.0 Argon blend gs flow rte (l min 1 ) 0.5 Power (W) 1400 Monitored signls (dwell times in ms) 75 As (500), 35 Cl (100), 82 Se (100) nd 83 Kr (100)
4 S.N. Ronkrt et l. / Chemosphere 66 (2007) result of these ntgonist phenomenons. For this reson, 2.5 mm NH 4 H 2 PO 4 solution djusted to ph 10.0 with NH 4 OH llowing good AsBet/DMAA V seprtion together with minimum tiling for rsenite, ws selected. This mobile phse ws suitble for the seprtion of AsBet, DMAA V nd As III, but not for MMAA V nd As V due to the very long retention time. Consequently, n elution grdient with NH 4 H 2 PO 4 50 mm ws used. This grdient llowed correct seprtion of the five molecules within 30 min including column re-equilibrtion time. In order to improve the ionistion of rsenic in the plsm, 3% (v/v) of methnol hve been dded in the mobile phse (Beuchemin et l., 1989; Lrsen nd Stürup, 1994). In spite of the fct tht Brisbin et l. (2002) climed tht the use of crbonte s mobile phse brings less deposit thn phosphte, no signl decrese ws observed with ten repetitions. The reltive stndrd devitions of the pek re were 1.5, 1.5, 2.0, 0.8 nd 1.6% for AsBet, DMAA V,As III, MMAA V, nd As V, respectively. The stbility of the signl nd the low stndrd devition void the use of n internl stndrd Vlidtion of the method Fig. 1. Anion exchnge HPLC-ICP-MS chromtogrm of 20 ll injected stndrd solution contining 5 lg l 1 of ech rsenic species. Pek identifiction: (1) AsBet, (2) DMAA V, (3) As III, (4) MMAA V nd (5) As V. The nlysis ws performed ccording to the optimum conditions shown in Tble 1. ph of the mobile phse led to higher ionistion degree of rsenic compounds ccording to their pk nd should induced higher ffinity for the vilble exchnge sites on the column nd thus their retention time. But, the dissocition of the phosphte ions of the buffer, nd thus the eluent power of the mobile phse, lso incresed with the ph. The retention time obtined s function of the ph is the For the pplicbility of method to rel smples, vlidtion study is indispensble. Thus, the performnce of the method ws estimted by determining the limit of detection (LOD), the limit of quntifiction (LOQ), the linerity nd the precision (within-ssy nd between-ssy precision) of results following the XP T (1994) guideline nd clcultions ccording to ISO 5725 (1996) (Tble 2). The linerity ws checked in the concentrtion rnge lgl 1 for ech rsenic species by clculting the coefficient of determintion (R 2 ) of the liner regression bsed on six different concentrtions (three replictes) including the blnk. The liner regression equtions were y = x ; y = x ; y = x ; y = 19.09x nd y = x for respectively AsBet, DMAA V,As III, MMAA V nd As V. R 2 obtined fter liner regression were in ll cses better thn , clerly illustrting dequte linerity for ll the five rsenic species in the concentrtion rnge investigted. Precision ws expressed by within-ssy precision (WAP) nd between-ssy precision (BAP) nd were clculted ccording to Eqs. (1) nd (2), Tble 2 Within-ssy precision (WAP), between-ssy precision (BAP), limit of detection (LOD) nd limit of quntifiction (LOQ) of the method using conditions in Tble 1 Arsenic species b WAP BAP (%) LOD LOQ Reltive (ng l 1 ) Absolute (pg) Reltive (ng l 1 ) Absolute (pg) AsBet DMAA V As III MMAA V As V Concentrtions used for clculting these prmeters re expressed in lgl 1. b AsBet (rsenobetine), DMAA V (dimethylrsinic cid), As III (rsenite), MMAA V (methylrsonic cid), As V (rsente).
5 742 S.N. Ronkrt et l. / Chemosphere 66 (2007) Tble 3 Specition of the stndrd mteril wter nd comprison with the totl rsenic expecting concentrtion Wter smples IC-ICP-MS b Expecting vlue AsBet DMAA V As III MMAA V As V Totl Aquckeck ± ± ± ± 1.10 Aquckeck ± ± ± ± 0.49 Aquckeck ± ± ± ± 0.60 Aquckeck ± ± ± ± 1.15 The vlues re expressed in lg l 1. <LOD. b AsBet (rsenobetine), DMAA V (dimethylrsinic cid), As III (rsenite), MMAA V (methylrsonic cid), As V (rsente). vffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi P k WAP ¼ 100 ðn j 1ÞS 2 j m j¼1 u t P k n j! k P k j¼1 BAP ¼ 100 ½n j ðm j mþ 2 Š m n j¼1 ð2þ k 1 where m is the used concentrtion; S 2 j is the intergroup vrince; n j is the number of the group j repetition; k is the number of the group (k = 4); m j is the verge of the j group; m is the verge m j nd n is the verge number of vlues per group. WAP nd BAP were determined t 0.1, 10 nd 50 lg l 1 with four nlysis groups. The first group included 10 repetitions, while for the three others, only six replictes were crried out. At concentrtions close to the LOQ, WAPs were <6%, showing good precision of the obtined results for trce rsenic nlysis. Moreover, BAPs were similr to WAPs, proving low vrition of the results in the course of time. Limit of detection nd quntifiction (LOD nd LOQ) were evluted by nlysing ten smples contining n rsenicl concentrtion close to the expected LOD nd LOQ in repetbility conditions nd using Eqs. (3) nd (4), LOD ¼ y signl þ 5 S signl ð3þ LOQ ¼ y signl þ 10 S signl ð4þ where y signl is the medium vlue nd S signl is the stndrd devition. LODs were closely the sme for ll the compounds nd mde the method prticulrly suitble for trce rsenic species determintion in rel wter smples nd were better thn detection limits previously reported in the literture. LOQ vlues were confirmed by nlysing ten replictes of solution contining ll the rsenic species t the LOQ. Vrition coefficient of 9.87, 8.38, 8.33, 12.3 nd 8.84% were obtined for respectively AsBet, DMAA V, As III, MMAA V nd As V Arsenic nlysis in reference mterils ð1þ Certified reference mterils for rsenic specition were not vilble for drinking wter. Therefore, interlbortory solutions with well estblished concentrtions for totl rsenic were selected, nmely Aqucheck Ò (Aqucheck Ltd, Bury Greter Mnchester, Englnd). The certified totl rsenic concentrtion grees closely with the specition results (Tble 3). However, simultneous presence of As III nd As V ws lso noticed, probbly Fig. 2. Anion exchnge HPLC-ICP-MS chromtogrm of 20 ll injected stndrd solution contining 10 lgl 1 of As V nd 200 mg l 1 of NCl. Pek identifiction: (1) Chloride nd (2) As V. The nlysis ws performed ccording to the optimum conditions shown in Tble 1.
6 S.N. Ronkrt et l. / Chemosphere 66 (2007) resulting from the oxidtion of the trivlent to the pentvlent form. Indeed, these solutions were prepred with n rsenite form nd this conversion cn be relted to the 2% Aqucheck Ò HNO 3 cidifiction nd prove the rsenic-form stbilistion problem in wter. This hypothesis ws confirmed by Bohri et l. (2001) who showed tht 0.5% HNO 3 cidifiction chnged rsenic specition fter ten dys of storge. Thus, it will be importnt to consider this spect for the preprtion of certified wter smples contining rsenic species, s this kind of smple does not exist yet Arsenic specition in rel smples The possible interference of 40 Ar 35 Cl + with the monoisotopic 75 As +, hs been studied by nlysing solutions contining incresed concentrtion (200, 500 nd 1000 mg l 1 ) of chloride nd compring the signl obtined t m/z 75 with the signl of blnk (Milli-Q wter) using t-test. This test ws of prticulr importnce since chloride eluted t the sme retention time s rsente (Fig. 2). We found tht there is no noticeble 40 Ar 35 Cl + interference up to 500 mg l 1 chloride. These results re in good greement with those published by Sverwyns et l. (1997) nd Pntsr-Kllio nd Mnninen (1997). Possible mtrix effects on the clibrtion were estimted by spiking representtive rel wter smples. These smples were collected t vrious loctions in order to hve different mtrix contents, e.g. high suspended colloids. Smples from ground, well nd surfce wter were spiked with stndrd mixture of the five rsenic species giving n dded rsenic concentrtion of 0.5 nd 5 lg l 1 ech. When the IC-ICP-MS procedure ws pplied to the nlysis of three spiked rel wter smples, recoveries were stisfctory with vlues rnging from 95% to 108%. Then, surfce, well nd nturl minerl wters were nlysed for the ntive rsenic species quntifiction (Tble 4). As III nd As V were the mjor rsenic species found in surfce nd well wters, but AsBet nd DMAA V were present only in surfce wter. To our knowledge, it ws the first time AsBet ws found in surfce wters, but the detection of this compound cn be relted to the fct tht the proposed method ws chrcterized by the lowest LOD in literture, permitting n AsBet ultr trce quntifiction. The presence of such methylted compounds probbly results from more intense biologicl ctivity in this kind of environment, s the bioccumultion of the methylted forms hs been lrgely discussed in terrestril nd mrine orgnisms. Moreover, Hnok et l., 1997 found AsBet in suspended prticles in mrine biot (probbly from degrded orgnisms), while Tkeuchi et l. (2005) climed n incorportion of this rsenic specie into the sediment. They quntified AsBet nd DMAA V s the mjor compounds in the sediment, lthough the concentrtion of these orgnorsenicls decresed with depth nd is considered to be degrded within 60 yers of deposition. In ddition, Hsegw (1997) found tht the detritus on the surfce of lke sediment ws consumed by the nerobic respirtion of bcteri. The methylrsenic species were degrdtion products nd/or the results of in situ bcteril methyltion nd were decomposed to inorgnic rsenic under noxic conditions by fculttive nd obligte nerobes. It ws lso reported tht portion of the DMAA V ws trnsformed in vitro to AsBet by some orgnisms (Kise Tble 4 Results of different nturl smple nlysis (concentrtion in lg l 1 ) Wter smples IC-ICP-MS ICP-MS AsBet DMAA V As III MMAA V As V Totl Drinking wters Well wter ± ± ± Well wter ± ± ± Well wter ± ± ± Surfce wter 1 b 0.12 ± ± ± ± Surfce wter 2 b b 0.11 ± ± ± Nturl minerl wters Smple 1 d 8.52 ± ± Smple 2 d 0.32 ± ± Smple 3 d 0.07 ± ± ± Smple 4 d ± ± Smple 5 e 0.25 Smple 6 c 0.08 ± ± 0.01 Smple 7 c Smple 8 d 7.59 ± ± Smple 9 d 0.55 ± ± Smple 10 d 3.57 ± ± <LOD. <LOQ. c Belgin minerl nturl wter. d French nturl minerl wter. e Itlin nturl minerl wter.
7 744 S.N. Ronkrt et l. / Chemosphere 66 (2007) et l., 1997). Indeed, orgnisms re trnsformed to prticulte or dissolved species fter their deth, nd experimentl studies in vitro demonstrted tht rsenobetine contined in orgnisms degrded to inorgnic forms vi DMAA V intermedites (Hnok et l., 1993, 1997). This mechnism could be t the origin of the low levels of AsBet nd DMAA V found in our study. This rsenic cycle shll explin why we detected both methylted nd inorgnic species in surfce wter. Depending on the geologicl origin of the nturl minerl wter, the rsenic content ws very vrible from one type of wter to the other (Tble 4). According to Vn Holderbeke et l. (1999), rsenic in such smples ws exclusively in the rsente form. Nevertheless, it ws very interesting to notice tht some nturl minerl wters hd totl rsenic content exceeding the 10 lg l 1 limit of the Europen Commission Directive 2003/40/CE (2003). The presence of rsenic t this concentrtion level should be ssocited with the geochemicl environment. Indeed, occurrence of rsenic in nturl wter depends on the locl geology, hydrology nd geochemicl chrcteristics of the quifer. In our study, the nturl minerl wters with the higher rsenic content were locted in volcnic region in Frnce. Thoms nd Snitechi (1995) reported tht some minerl or therml wter were exceeding the mximum drinking wter limit for rsenic vlues, e.g. spring wter from Puy du Dôme in the volcnic region of Mssif Centrl in Frnce. 4. Conclusions A method for rsenic specition by IC-ICP-MS ws developed which llowed the simultneous seprtion of five rsenic species (AsBet, DMAA V,As III, MMAA V nd As V ) in vrious types of wter smples with LODs close to 20 ng l 1 for ech rsenic compounds. In ech cse the totl rsenic concentrtion obtined by ICP-MS ws in good greement with the sum of the rsenic species obtined by IC-ICP-MS. Bsed on rsenic specition in well nd surfce wters, rsenite nd rsente were the mjor molecules, while in surfce wter, both DMAA V nd AsBet were found. The occurrence of these methylted forms ws probbly due to micro-orgnisms s in well nd nturl minerl wters, no methylted products were detected. The concentrtion of rsenic in some nturl minerl wters nlysed in this study exceeded the Europen Directive 2003/40/CE limit. The developed method is vilble to identify nd quntify the rsenic species present in nturl nd drinking wter t trce levels, which might be prticulrly importnt for the toxicity ssessment in regions tht my suffer of nturl rsenic contmintion. Acknowledgments The uthors re grteful to Mrs. Ptrici Pierre nd Mr. Léon Ronkrt for technicl ssistnce nd support during experimenttions nd the preprtion of the drft, nd to Prof. Georges C. Logny for criticl remrks during the writing of the mnuscript. References Ackley, K.L., B Hymer, C., Sutton, K.L., Cruso, J.A., Specition of rsenic in fish tissue using microwve ssisted extrction followed by HPLC-ICP-MS. J. Anl. Atom. Spectrom. 14, Beuchemin, D., Siu, K.W.M., McLren, J.W., Bermn, S.S., Determintion of rsenic species by high performnce liquid chromtogrphy inductively coupled plsm mss spectrometry. J. Anl. Atom. Spectrom. 4, B Hymer, C., Cruso, J.A., Arsenic nd its specition nlysis using high performnce liquid chromtogrphy nd inductively coupled plsm mss spectrometry. J. Chromtogr. A. 1045, B Hymer, C., Sutton, K.L., Cruso, J.A., Comprison of four nebulizer spry chmber interfces for the high performnce liquid chromtogrphic seprtion of rsenic compounds using inductively coupled plsm mss spectrometric detection. J. Anl. Atom. Spectrom. 13, Bohri, Y., Astruc, A., Astruc, M., Cloud, J., Improvements of hydride genertion for the specition of rsenic in nturl freshwter smples by HPLC-HG-AFS. J. Anl. Atom. Spectrom. 16, Brisbin, J.A., B Hymer, C., Cruso, J.A., A grdient nion exchnge chromtogrphic method for the specition of rsenic in lobster tissue extrcts. Tlnt 58, Dgnc, T., Pdró, A., Rubio, R., Ruret, G., Specition of rsenic in mussels by the coupled system liquid chromtogrphy UV irrdition hydride genertion inductively coupled plsm mss spectrometry. Tlnt 48, Giler, J., Irgolic, K.J., Retention behvior of rsenobetine, rsenocholine, trimethylrsine oxide nd tetrmethylrsonium iodide on styrene divinylbenzene column with benzenesulfontes s ion piring regents. J. Chromtogr. A. 730, Goessler, W., Kuehnelt, D., Schlgenhufen, C., Slejkovec, Z., Irgolic, K.J., Arsenobetine nd other rsenic compounds in the ntionl reserch council of Cnd certified reference mterils DORM 1 nd DORM 2. J. Anl. Atom. Spectrom. 13, Goessler, W., Rudorfer, A., Mckey, E.A., Becker, P.R., Irgolic, K.J., 1998b. Determintion of rsenic compounds in mrine mmmls with high performnce liquid chromtogrphy nd n inductively coupled plsm mss spectrometer s element specific detector. Appl. Orgnometl. Chem. 12, Gong, Z., Lu, X., M, M., Wtt, C., Le, X.C., Arsenic specition nlysis. Tlnt 58, Gry, A.L., Mss spectrometry with n inductively coupled plsm s n ion source: the influence on ultrtrce nlysis of bckground nd mtrix response. Spectrochim. Act 41B, Hnok, K., Kogure, T., Miur, Y., Tgw, S., Kise, T., Post mortem formtion of inorgnic rsenic from rsenobetine in shrk under nturl conditions. Chemosphere 27, Hnok, K., Gössler, W., Irgolic, K.J., Ueno, S., Kise, T., Occurrence of rsenobetine nd rsenocholine in microsuspended prticles. Chemosphere 35, Hsegw, H., The behvior of trivlent nd pentvlent methylrsenicls in lke biw. Appl. Orgnometl. Chem. 11, Hywel Evns, E., Giglio, J.J., Interferences in inductively coupled plsm mss spectrometry review. J. Anl. Atom. Spectrom. 8, Kise, T., Wtnbe, S., Itoh, K., The cute toxicity of rsenobetine. Chemosphere 14, Kise, T., Ogur, M., Nozki, T., Sitoh, K., Skuri, T., Mtsubr, C., Wtnbe, C., Hnok, K., Biomethyltion of rsenic in n rsenic rich freshwter environment. Appl. Orgnometl. Chem. 11, Kohlmeyer, U., Kubll, J., Jntzen, E., Silmultneous seprtion of 17 inorgnic nd orgnic rsenic compounds in mrine biot by
8 S.N. Ronkrt et l. / Chemosphere 66 (2007) mens of high performnce liquid chromtogrphy inductively coupled plsm mss spectrometry. Rpid Comm. Mss Spectrom. 16, Lrsen, E.H., Stürup, S., Crbon enhnced inductively coupled plsm mss spectrometric detection of rsenic nd selenium nd its ppliction to rsenic specition. J. Anl. Atom. Spectrom. 9, Le, X.C., M, M., Specition of rsenic compounds by using ion pir chromtogrphy with tomic spectrometry nd mss spectrometry detection. J. Chromtogr. A. 764, Le, X.C., Lu, X., Li, X.-F., Arsenic specition. Anl. Chem. 76, 26A 33A. Med, S., Sfety nd Environmentl Effects. In: Pti, S. (Ed.), The Chemistry of Orgnic Arsenic, Antimony nd Bismuth Compounds. John Wiley & Sons, New York, pp Pntsr-Kllio, M., Mnninen, P.K.G., Simultneous determintion of toxic rsenic nd chromium species in wter smples by ion chromtogrphy inductively coupled plsm mss spectrometry. J. Chromtogr. A. 779, Sverwyns, S., Zhng, X., Vnhecke, F., Cornelis, R., Moens, L., Dms, R., Specition of six rsenic compounds using high performnce liquid chromtogrphy inductively coupled plsm mss spectrometry with smple introduction by thermospry nebuliztion. J. Anl. Atom. Spectrom. 12, Simon, S., Trn, H., Pnnier, F., Potin-Gutier, M., Simultneous determintion of twelve inorgnic nd orgnic rsenic compounds by liquid chromtogrphy ultrviolet irrdition hydride genertion tomic fluorescence spectrometry. J. Chromtogr. A. 1024, Slejkovec, Z., vn Elteren, J.T., Byrne, A.R., Determintion of rsenic compounds in reference mterils by HPLC-(UV)-HG-AFS. Tlnt 49, Tkeuchi, M., Terd, A., Nnb, K., Kni, Y., Owki, M., Yoshid, T., Kuroiw, T., Nirei, H., Komi, T., Distribution nd fte of biologiclly formed orgnorsenicls in costl mrine sediment. Appl. Orgnometl. Chem. 19, Teräshde, P., Pntsr-Kllio, M., Mnninen, P.K.G., Silmutneous determintion of rsenic species by ion chromtogrphy inductively coupled plsm mss spectrometry. J. Chromtogr. A. 750, Thoms, P., Snitechi, K., Determintion of trce mounts of rsenic species in nturl wters by high performnce liquid chromtogrphy inductively coupled plsm mss spectrometry. J. Anl. Atom. Spectrom. 10, Vn Holderbeke, M., Zho, Y., Vnhecke, F., Moens, L., Dms, R., Sndr, P., Specition of six rsenic compounds using cpillry electrophoresis inductively coupled plsm mss spectrometry. J. Anl. Atom. Spectrom. 14,
Determination of Anions in Acid Rain by Ion Chromatography
Appliction Updte 16 Determintion of Anions in Acid Rin by Ion Chromtogrphy INTRODUCTION The increse in cidity of wet nd dry tmospheric depositions hs been ttributed to the increse of SO 2 nd NO 2 emissions
More informationThe Predom module. Predom calculates and plots isothermal 1-, 2- and 3-metal predominance area diagrams. Predom accesses only compound databases.
Section 1 Section 2 The module clcultes nd plots isotherml 1-, 2- nd 3-metl predominnce re digrms. ccesses only compound dtbses. Tble of Contents Tble of Contents Opening the module Section 3 Stoichiometric
More informationAcceptance Sampling by Attributes
Introduction Acceptnce Smpling by Attributes Acceptnce smpling is concerned with inspection nd decision mking regrding products. Three spects of smpling re importnt: o Involves rndom smpling of n entire
More informationTests for the Ratio of Two Poisson Rates
Chpter 437 Tests for the Rtio of Two Poisson Rtes Introduction The Poisson probbility lw gives the probbility distribution of the number of events occurring in specified intervl of time or spce. The Poisson
More informationADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS
ADVANCEMENT OF THE CLOSELY COUPLED PROBES POTENTIAL DROP TECHNIQUE FOR NDE OF SURFACE CRACKS F. Tkeo 1 nd M. Sk 1 Hchinohe Ntionl College of Technology, Hchinohe, Jpn; Tohoku University, Sendi, Jpn Abstrct:
More informationCHEMICAL KINETICS
CHEMICAL KINETICS Long Answer Questions: 1. Explin the following terms with suitble exmples ) Averge rte of Rection b) Slow nd Fst Rections c) Order of Rection d) Moleculrity of Rection e) Activtion Energy
More informationVILANÓ & RUBIO: JOURNAL OF AOAC INTERNATIONAL VOL. 84, NO. 2,
VILANÓ & RUBIO: JOURNAL OF AOAC INTERNATIONAL VOL. 84, NO. 2, 2001 551 RESIDUES AND TRACE ELEMENTS Determintion of Arsenic in Sefood by Focused Microwve Digestion nd Hydride Genertion Atomic Fluorescence
More informationTHERMAL EXPANSION COEFFICIENT OF WATER FOR VOLUMETRIC CALIBRATION
XX IMEKO World Congress Metrology for Green Growth September 9,, Busn, Republic of Kore THERMAL EXPANSION COEFFICIENT OF WATER FOR OLUMETRIC CALIBRATION Nieves Medin Hed of Mss Division, CEM, Spin, mnmedin@mityc.es
More informationProblem 22: Buffer solutions 1. The equilibrium, which governs the concentration of H + within the solution is HCOOH! HCOO + H + + Hence K
Problem : Buffer solutions. The equilibrium, hich governs the concentrtion of H ithin the solution is HCOOH! HCOO H [HCOO ] 4 Hence. [HCOOH] nd since [HCOOH] 0.00 M nd [HCOO ] 0.50 M -4 0.00 4..8 M 0.50
More informationThe Thermodynamics of Aqueous Electrolyte Solutions
18 The Thermodynmics of Aqueous Electrolyte Solutions As discussed in Chpter 10, when slt is dissolved in wter or in other pproprite solvent, the molecules dissocite into ions. In queous solutions, strong
More informationThe International Association for the Properties of Water and Steam. Release on the Ionization Constant of H 2 O
IAPWS R-7 The Interntionl Assocition for the Properties of Wter nd Stem Lucerne, Sitzerlnd August 7 Relese on the Ioniztion Constnt of H O 7 The Interntionl Assocition for the Properties of Wter nd Stem
More informationCHAPTER 08: MONOPROTIC ACID-BASE EQUILIBRIA
Hrris: Quntittive Chemicl Anlysis, Eight Edition CHAPTER 08: MONOPROTIC ACIDBASE EQUILIBRIA CHAPTER 08: Opener A CHAPTER 08: Opener B CHAPTER 08: Opener C CHAPTER 08: Opener D CHAPTER 08: Opener E Chpter
More informationLECTURE 14. Dr. Teresa D. Golden University of North Texas Department of Chemistry
LECTURE 14 Dr. Teres D. Golden University of North Texs Deprtment of Chemistry Quntittive Methods A. Quntittive Phse Anlysis Qulittive D phses by comprison with stndrd ptterns. Estimte of proportions of
More informationMinimum Energy State of Plasmas with an Internal Transport Barrier
Minimum Energy Stte of Plsms with n Internl Trnsport Brrier T. Tmno ), I. Ktnum ), Y. Skmoto ) ) Formerly, Plsm Reserch Center, University of Tsukub, Tsukub, Ibrki, Jpn ) Plsm Reserch Center, University
More informationUNIVERSITY OF MALTA DEPARTMENT OF CHEMISTRY. CH237 - Chemical Thermodynamics and Kinetics. Tutorial Sheet VIII
UNIVERSITY OF MALTA DEPARTMENT OF CHEMISTRY CH237 - Chemicl Thermodynmics nd Kinetics Tutoril Sheet VIII 1 () (i) The rte of the rection A + 2B 3C + D ws reported s 1.0 mol L -1 s -1. Stte the rtes of
More informationMeasuring Electron Work Function in Metal
n experiment of the Electron topic Mesuring Electron Work Function in Metl Instructor: 梁生 Office: 7-318 Emil: shling@bjtu.edu.cn Purposes 1. To understnd the concept of electron work function in metl nd
More informationWhen, Ti(IV)-Fe(III) and Ti(IV)-Zr(IV) binary mixtures were passed through the column at ph
Electronic Supplementry Mteril (ESI) for RSC Advnces. This journl is The Royl Society of Chemistry 2014 Supplementry dt: The distribution co-efficient (K d ) t different ph hs been computed (eq. 2) nd
More informationCBE 291b - Computation And Optimization For Engineers
The University of Western Ontrio Fculty of Engineering Science Deprtment of Chemicl nd Biochemicl Engineering CBE 9b - Computtion And Optimiztion For Engineers Mtlb Project Introduction Prof. A. Jutn Jn
More informationNUMERICAL INTEGRATION. The inverse process to differentiation in calculus is integration. Mathematically, integration is represented by.
NUMERICAL INTEGRATION 1 Introduction The inverse process to differentition in clculus is integrtion. Mthemticlly, integrtion is represented by f(x) dx which stnds for the integrl of the function f(x) with
More informationStudent Activity 3: Single Factor ANOVA
MATH 40 Student Activity 3: Single Fctor ANOVA Some Bsic Concepts In designed experiment, two or more tretments, or combintions of tretments, is pplied to experimentl units The number of tretments, whether
More information8.2 ESTIMATING DETENTION VOLUMES
8.. Plnning versus Design number of detention bsin plnning methods hve been proposed in the professionl literture. These provide estimtes of the reuired volume of detention storge. The outlet structure
More informationEstimation of the particle concentration in hydraulic liquid by the in-line automatic particle counter based on the CMOS image sensor
Glyndŵr University Reserch Online Conference Presenttion Estimtion of the prticle concentrtion in hydrulic liquid by the in-line utomtic prticle counter bsed on the CMOS imge sensor Kornilin, D.V., Kudryvtsev,
More informationCredibility Hypothesis Testing of Fuzzy Triangular Distributions
666663 Journl of Uncertin Systems Vol.9, No., pp.6-74, 5 Online t: www.jus.org.uk Credibility Hypothesis Testing of Fuzzy Tringulr Distributions S. Smpth, B. Rmy Received April 3; Revised 4 April 4 Abstrct
More informationDriving Cycle Construction of City Road for Hybrid Bus Based on Markov Process Deng Pan1, a, Fengchun Sun1,b*, Hongwen He1, c, Jiankun Peng1, d
Interntionl Industril Informtics nd Computer Engineering Conference (IIICEC 15) Driving Cycle Construction of City Rod for Hybrid Bus Bsed on Mrkov Process Deng Pn1,, Fengchun Sun1,b*, Hongwen He1, c,
More informationNon-Linear & Logistic Regression
Non-Liner & Logistic Regression If the sttistics re boring, then you've got the wrong numbers. Edwrd R. Tufte (Sttistics Professor, Yle University) Regression Anlyses When do we use these? PART 1: find
More informationEntropy ISSN
Entropy 006, 8[], 50-6 50 Entropy ISSN 099-4300 www.mdpi.org/entropy/ ENTROPY GENERATION IN PRESSURE GRADIENT ASSISTED COUETTE FLOW WITH DIFFERENT THERMAL BOUNDARY CONDITIONS Abdul Aziz Deprtment of Mechnicl
More informationWhich of the following describes the net ionic reaction for the hydrolysis. Which of the following salts will produce a solution with the highest ph?
95. Which of the following descries the net ionic rection for the hydrolysis of NH4Cl( s)? A. NH4 ( q) Cl & ( q) NH4Cl( s) B. NH Cl & 4 ( s) NH4 ( q) Cl ( q) C. Cl ( q) H O & 2 ( l) HCl( q) OH ( q) D.
More informationChapter 9: Inferences based on Two samples: Confidence intervals and tests of hypotheses
Chpter 9: Inferences bsed on Two smples: Confidence intervls nd tests of hypotheses 9.1 The trget prmeter : difference between two popultion mens : difference between two popultion proportions : rtio of
More information1 ST ROUND, SOLUTIONS
ST ROUND, SOLUTIONS Problem (Lithuni) Self destructing pper ( points) Solution ( ) ( ) ( ) [Al HO OH ) ph pk lg [Al H O ( ) ( ) [Al H O OH [Al ( ).9 [Al H O.9.47 [Al ( ) ( ) ( ) [Al H O OH.9 pk ph lg.
More informationExperiment 9: DETERMINATION OF WEAK ACID IONIZATION CONSTANT & PROPERTIES OF A BUFFERED SOLUTION
Experiment 9: DETERMINATION OF WEAK ACID IONIZATION CONSTANT & PROPERTIES OF A BUFFERED SOLUTION Purpose: Prt I: The cid ioniztion constnt of wek cid is to be determined, nd the cid is identified ccordingly.
More informationOn the Uncertainty of Sensors Based on Magnetic Effects. E. Hristoforou, E. Kayafas, A. Ktena, DM Kepaptsoglou
On the Uncertinty of Sensors Bsed on Mgnetic Effects E. ristoforou, E. Kyfs, A. Kten, DM Kepptsoglou Ntionl Technicl University of Athens, Zogrfou Cmpus, Athens 1578, Greece Tel: +3177178, Fx: +3177119,
More informationChemical Geology 348 (2013) Contents lists available at SciVerse ScienceDirect. Chemical Geology
Chemicl Geology 348 (2013) 56 64 Contents lists vilble t SciVerse ScienceDirect Chemicl Geology journl homepge: www.elsevier.com/locte/chemgeo Arsenic occurrence nd specition in Cyclope nerite, gstropod
More informationEffects of peripheral drilling moment on delamination using special drill bits
journl of mterils processing technology 01 (008 471 476 journl homepge: www.elsevier.com/locte/jmtprotec Effects of peripherl illing moment on delmintion using specil ill bits C.C. Tso,, H. Hocheng b Deprtment
More informationModified method of a determination in the 1/E 1+a epithermal neutron spectrum of reactor
J Rdionl Nucl Chem (2010) 285:331 336 DOI 10.1007/s10967-010-0549-x Modified method of determintion in the 1/E 1+ epitherml neutron spectrum of rector Trn Vn Hung Received: 19 Februry 2010 / Published
More informationDetermination of the activation energy of silicone rubbers using different kinetic analysis methods
Determintion of the ctivtion energy of silicone rubbers using different kinetic nlysis methods OU Huibin SAHLI ohmed BAIEE Thierry nd GELIN Jen-Clude FETO-ST Institute / Applied echnics Deprtment, 2 rue
More informationPeriod #2 Notes: Electronic Structure of Atoms
Period # Notes: Electronic Structure of Atoms The logicl plce (for civil engineers) to begin in describing mterils is t the tomic scle. The bsic elements of the tom re the proton, the neutron, nd the electron:
More informationState space systems analysis (continued) Stability. A. Definitions A system is said to be Asymptotically Stable (AS) when it satisfies
Stte spce systems nlysis (continued) Stbility A. Definitions A system is sid to be Asymptoticlly Stble (AS) when it stisfies ut () = 0, t > 0 lim xt () 0. t A system is AS if nd only if the impulse response
More informationMath 1B, lecture 4: Error bounds for numerical methods
Mth B, lecture 4: Error bounds for numericl methods Nthn Pflueger 4 September 0 Introduction The five numericl methods descried in the previous lecture ll operte by the sme principle: they pproximte the
More informationP62 In-mine Geoelectric Methods for Detection of Tectonic Disturbances of Coal Seams
P62 In-mine Geoelectric Methods for Detection of Tectonic Disturbnces of Col Sems T. Ormos* (University of Misolc), Á. Gyuli (University of Misolc) & M. Dobró (MTA-ME Reserch Group for Engineering Geosciences)
More informationOrganic Acids - Carboxylic Acids
Orgnic Acids - rboxylic Acids Orgnic cids - crboxylic cid functionl group rboxylic cids re redily deprotonted by bses such s NO eg 3 O O - + O - + O 3 O O Acid Bse onjugte Bse onjugte Acid This rection
More informationExtraction of acyclovir from pharmaceutical creams for HPLC assay. Optimization and validation of pretreatment protocols
Cent. Eur. J. Chem. 6(2) 2008 140 144 DOI: 10.2478/s11532-008-0002-y Centrl Europen Journl of Chemistry Extrction of cyclovir from phrmceuticl crems for HPLC ssy. Optimiztion nd vlidtion of pretretment
More information8 Laplace s Method and Local Limit Theorems
8 Lplce s Method nd Locl Limit Theorems 8. Fourier Anlysis in Higher DImensions Most of the theorems of Fourier nlysis tht we hve proved hve nturl generliztions to higher dimensions, nd these cn be proved
More informationPreliminary Design of Semi-Batch Reactor for Synthesis 1,3-Dichloro-2-Propanol Using Aspen Plus
Preliminry Design of Semi-Btch Rector for Synthesis 1,3-Dichloro-2-Propnol Using Aspen Plus Robih Yunus Herliti, A.S. Intn & Z.Z.Abidin Deprtment of Chemicl nd Environmentl Engineering, Fculty of Engineering
More informationEvaluation of Approximate Methods for Calculating the Limit of Detection and Limit of Quantification
Environ. Sci. Technol. 1999, 33, 2291-2295 Evlution of Approximte Methods for Clculting the Limit of Detection nd Limit of Quntifiction MICHAEL E. ZORN, ROBERT D. GIBBONS, AND WILLIAM C. SONZOGNI*, Wter
More informationCONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD
CONTRIBUTION TO THE EXTENDED DYNAMIC PLANE SOURCE METHOD Svetozár Mlinrič Deprtment of Physics, Fculty of Nturl Sciences, Constntine the Philosopher University, Tr. A. Hlinku, SK-949 74 Nitr, Slovki Emil:
More informationReview of Calculus, cont d
Jim Lmbers MAT 460 Fll Semester 2009-10 Lecture 3 Notes These notes correspond to Section 1.1 in the text. Review of Clculus, cont d Riemnn Sums nd the Definite Integrl There re mny cses in which some
More information13: Diffusion in 2 Energy Groups
3: Diffusion in Energy Groups B. Rouben McMster University Course EP 4D3/6D3 Nucler Rector Anlysis (Rector Physics) 5 Sept.-Dec. 5 September Contents We study the diffusion eqution in two energy groups
More information1. a) Describe the principle characteristics and uses of the following types of PV cell: Single Crystal Silicon Poly Crystal Silicon
2001 1. ) Describe the principle chrcteristics nd uses of the following types of PV cell: Single Crystl Silicon Poly Crystl Silicon Amorphous Silicon CIS/CIGS Gllium Arsenide Multijunction (12 mrks) b)
More informationNew data structures to reduce data size and search time
New dt structures to reduce dt size nd serch time Tsuneo Kuwbr Deprtment of Informtion Sciences, Fculty of Science, Kngw University, Hirtsuk-shi, Jpn FIT2018 1D-1, No2, pp1-4 Copyright (c)2018 by The Institute
More informationOn the Linear Stability of Compound Capillary Jets
ILASS Americs, th Annul Conference on Liquid Atomiztion nd Spry Systems, Chicgo, IL, My 7 On the Liner Stbility of Compound Cpillry Jets Mksud (Mx) Ismilov, Stephen D Heister School of Aeronutics nd Astronutics,
More informationFundamentals of Analytical Chemistry
Homework Fundmentls of nlyticl hemistry hpter 9 0, 1, 5, 7, 9 cids, Bses, nd hpter 9(b) Definitions cid Releses H ions in wter (rrhenius) Proton donor (Bronsted( Lowry) Electron-pir cceptor (Lewis) hrcteristic
More informationG. MATEESCU 1 A. MATEESCU 1 C. SAMOILĂ 2 D. URSUŢIU 2
PRELIMINARY EXPERIMENTS OF THE NEW FACILITY AND TECHNOLOGY FOR VACUUM DRYING AND THERMAL POLIMERIZATION OF THE TURBOGENERATORS STATOR BARS INSULATION (INTEPOL) G. MATEESCU 1 A. MATEESCU 1 C. SAMOILĂ 2
More informationHybrid Group Acceptance Sampling Plan Based on Size Biased Lomax Model
Mthemtics nd Sttistics 2(3): 137-141, 2014 DOI: 10.13189/ms.2014.020305 http://www.hrpub.org Hybrid Group Acceptnce Smpling Pln Bsed on Size Bised Lomx Model R. Subb Ro 1,*, A. Ng Durgmmb 2, R.R.L. Kntm
More informationMonte Carlo method in solving numerical integration and differential equation
Monte Crlo method in solving numericl integrtion nd differentil eqution Ye Jin Chemistry Deprtment Duke University yj66@duke.edu Abstrct: Monte Crlo method is commonly used in rel physics problem. The
More informationA New Statistic Feature of the Short-Time Amplitude Spectrum Values for Human s Unvoiced Pronunciation
Xiodong Zhung A ew Sttistic Feture of the Short-Time Amplitude Spectrum Vlues for Humn s Unvoiced Pronuncition IAODOG ZHUAG 1 1. Qingdo University, Electronics & Informtion College, Qingdo, 6671 CHIA Abstrct:
More informationEnergy Consideration
Energy Considertion It hs been noted tht the most common brkes employ friction to trnsform the brked system's mechnicl energy, irreversibly into het which is then trnsferred to the surrounding environment
More informationPlastic products made of materials such as vinyl chloride
KATO ET AL.: JOURNAL OF AOAC INTERNATIONAL VOL. 85, NO. 3, 2002 719 RESIDUES AND TRACE ELEMENTS Preprtion of Smples for Gs Chromtogrphy/Mss Spectrometry Anlysis of Phthlte nd Adipte Esters in Plsm nd Beverges
More informationSession Trimester 2. Module Code: MATH08001 MATHEMATICS FOR DESIGN
School of Science & Sport Pisley Cmpus Session 05-6 Trimester Module Code: MATH0800 MATHEMATICS FOR DESIGN Dte: 0 th My 06 Time: 0.00.00 Instructions to Cndidtes:. Answer ALL questions in Section A. Section
More informationResearch Project Summary
Environmentl Assessment nd Risk Anlysis Element Reserch Project Summry June 11,2002 A SCREENING MODEL FOR PREDICTING CONCENTRATIONS OF VOLATILE ORGANIC CHEMICALS IN SHOWER STALL AIR Pul F. Snders, Ph.D.
More informationA signalling model of school grades: centralized versus decentralized examinations
A signlling model of school grdes: centrlized versus decentrlized exmintions Mri De Pol nd Vincenzo Scopp Diprtimento di Economi e Sttistic, Università dell Clbri m.depol@unicl.it; v.scopp@unicl.it 1 The
More informationEFFECT OF NITRIC AND SULFURIC ACIDS ON NO X AND SO X ABSORPTION INTO OXIDO-ACIDIC SOLUTIONS
Distilltion Absorption 2010 A.B. de Hn, H. Kooijmn nd A. Górk (Editors) All rights reserved by uthors s per DA2010 copyright notice EFFECT OF NITRIC AND SULFURIC ACIDS ON NO X AND SO X ABSORPTION INTO
More informationSupporting Information. Lignin Extraction and Catalytic Upgrading from Genetically. Modified Poplar
Electronic Supplementry Mteril (ESI) for Green Chemistry. This journl is The Royl Society of Chemistry 2017 Supporting Informtion Lignin Extrction nd Ctlytic Upgrding from Geneticlly Modified Poplr Ho
More informationUnderstanding the relationship between floral fragrance, ethylene production and vase life of cut rose flowers
Ethylene, Frgrnce nd Vse Life of Cut Rose Flowers 9/27/216 Progress Report Understnding the reltionship between florl frgrnce, ethylene production nd vse life of cut rose flowers An Mri Bord Dvid Clrk
More informationModelling of the near infra-red radiation pulse propagation in biological tissues for medical imaging application
JOURNAL OF INTENSE PULSED LASERS AND APPLICATIONS IN ADVANCED PHYSICS Vol. 3, No. 4, p. 4-45 Modelling of the ner infr-red rdition pulse propgtion in biologicl tissues for medicl imging ppliction A. SAOULI
More informationChapter 17: Additional Aspects of Aqueous Equilibria
1 Chpter 17: Additionl Aspects of Aqueous Equilibri Khoot! 1. Adding Br to sturted queous solution of decreses its solubility in wter. BSO 4, Li CO 3, PbS, AgBr. Which of the following mitures could be
More informationUser's Guide of the Inter-Batch Physico-Chemical Variability Calculator
User's Guide of the Inter-Btch Physico-Chemicl Vribility Clcultor Scope The Inter-Btch Physico-Chemicl Vribility (IBPCV) Clcultor enbles to test if the beteenbtch vribility of the physico-chemicl chrcteristics
More informationDRINKING-WATER- QUALITY DATA:
A New Approch to DRINKING-WATER- QUALITY DATA: Lowest- Concentrtion Minimum Reporting Level Downloded vi 148.51.3.83 on July 10, 018 t 00:43:18 (UTC). See https://pubs.cs.org/shringguidelines for options
More informationSome parameters of varicaps with gradient base area based on Shottky barrier
ISSN: 35-38 Vol. 4, Issue, December 7 Some prmeters of vricps with grdient bse re bsed on Shottky brrier Mmtkrimov O.O., KuchkrovB.Kh. Rector, Nmngn engineering-technology institute, Kosonsoy str.,7, Nmngn,
More informationChem 130 Second Exam
Nme Chem 130 Second Exm On the following pges you will find questions tht cover the structure of molecules, ions, nd solids, nd the different models we use to explin the nture of chemicl bonding. Red ech
More informationGenetic Programming. Outline. Evolutionary Strategies. Evolutionary strategies Genetic programming Summary
Outline Genetic Progrmming Evolutionry strtegies Genetic progrmming Summry Bsed on the mteril provided y Professor Michel Negnevitsky Evolutionry Strtegies An pproch simulting nturl evolution ws proposed
More informationModule 2: Rate Law & Stoichiomtery (Chapter 3, Fogler)
CHE 309: Chemicl Rection Engineering Lecture-8 Module 2: Rte Lw & Stoichiomtery (Chpter 3, Fogler) Topics to be covered in tody s lecture Thermodynmics nd Kinetics Rection rtes for reversible rections
More informationSimulated Performance of Packed Bed Solar Energy Storage System having Storage Material Elements of Large Size - Part I
The Open Fuels & Energy Science Journl, 2008, 1, 91-96 91 Open Access Simulted Performnce of Pcked Bed Solr Energy Storge System hving Storge Mteril Elements of Lrge Size - Prt I Rnjit Singh *,1, R.P.
More informationChem 130 Third Exam. Total /100
Nme Chem 130 Third Exm On the following pges you will find eight questions covering vries topics rnging from precipittion solubility, cid bse, nd oxidtion reduction rections to metl lignd complexes nd
More informationCIT and QIT with a Periodic Impulsional Potential
Adv. Studies Theor. Phys., Vol. 6, 2012, no. 6, 285-291 nd with Periodic Impulsionl Potentil S. Seddighi Chhrborj srkhosh@mth.upm.edu.my Islmic Azd University, Science nd Reserch Brnch Deprtment of Mthemtics,
More informationDIRECT CURRENT CIRCUITS
DRECT CURRENT CUTS ELECTRC POWER Consider the circuit shown in the Figure where bttery is connected to resistor R. A positive chrge dq will gin potentil energy s it moves from point to point b through
More informationAs a basic component of the human diet, milk is of great
KIRA ET AL.:JOURNAL OF AOAC INTERNATIONAL VOL. 87, NO. 1, 2004 151 RESIDUES AND TRACE ELEMENTS Comprison of Prtil Digestion Procedures for Determintion of C, Cr, Cu, Fe, K, Mg, Mn, N, P, nd Zn in Milk
More informationA Signal-Level Fusion Model for Image-Based Change Detection in DARPA's Dynamic Database System
SPIE Aerosense 001 Conference on Signl Processing, Sensor Fusion, nd Trget Recognition X, April 16-0, Orlndo FL. (Minor errors in published version corrected.) A Signl-Level Fusion Model for Imge-Bsed
More informationEnhanced sensitivity in the analysis of trace organochlorine compounds by negative-ion mass spectrometry with ammonia as reagent gas
Journl of Chromtogrphy A, 823 (1998) 73 79 Enhnced sensitivity in the nlysis of trce orgnochlorine compounds by negtive-ion mss spectrometry with mmoni s regent gs Roser Chler, Ros Vilnov, Mry Sntigo-Silv,
More informationThe impact of wind on air temperature distribution in Athens and in Santorini
Interntionl Conference Pssive nd Low Energy Cooling 133 The impct of wind on ir temperture distribution in Athens nd in Sntorini I. Livd, K. Nichou nd M. Sntmouris Lbortory of Meteorology, Section of Applied
More informationMass-dependent triple oxygen isotope variations in terrestrial materials
Mss-dependent triple oxygen isotope vritions in terrestril mterils Z.D. Shrp, J.A.G. Wostbrock, A. Pck Supplementry Informtion The Supplementry Informtion includes: Frctiontion Equtions The Terrestril
More informationFBR Neutronics: Breeding potential, Breeding Ratio, Breeding Gain and Doubling time
FBR eutronics: Breeding potentil, Breeding Rtio, Breeding Gin nd Doubling time K.S. Rjn Proessor, School o Chemicl & Biotechnology SASTRA University Joint Inititive o IITs nd IISc Funded by MHRD Pge 1
More informationMechanisms: The Basics
Mechnisms: The Bsics A) The orrect Use of Arrows to Indicte Electron Movement The bility to write n orgnic rection mechnism properly is key to success in orgnic chemistry clsses. rgnic chemists use technique
More informationRemarks to the H-mode workshop paper
2 nd ITPA Confinement Dtbse nd Modeling Topicl Group Meeting, Mrch 11-14, 2002, Princeton Remrks to the H-mode workshop pper The development of two-term model for the confinement in ELMy H-modes using
More informationHydronium or hydroxide ions can also be produced by a reaction of certain substances with water:
Chpter 14 1 ACIDS/BASES Acids hve tste, rect with most metls to produce, rect with most crbontes to produce, turn litmus nd phenolphthlein. Bses hve tste rect very well well with most metls or crbontes,
More informationStrategy: Use the Gibbs phase rule (Equation 5.3). How many components are present?
University Chemistry Quiz 4 2014/12/11 1. (5%) Wht is the dimensionlity of the three-phse coexistence region in mixture of Al, Ni, nd Cu? Wht type of geometricl region dose this define? Strtegy: Use the
More informationDepartment of Physical Pharmacy and Pharmacokinetics Poznań University of Medical Sciences Pharmacokinetics laboratory
Deprtment of Physicl Phrmcy nd Phrmcoinetics Poznń University of Medicl Sciences Phrmcoinetics lbortory Experiment 1 Phrmcoinetics of ibuprofen s n exmple of the first-order inetics in n open one-comprtment
More informationA027 Uncertainties in Local Anisotropy Estimation from Multi-offset VSP Data
A07 Uncertinties in Locl Anisotropy Estimtion from Multi-offset VSP Dt M. Asghrzdeh* (Curtin University), A. Bon (Curtin University), R. Pevzner (Curtin University), M. Urosevic (Curtin University) & B.
More informationNota Técnica. Quim. Nova, Vol. 35, No. 4, , 2012
Quim. ov, Vol. 35, o. 4, 827-831, 2012 DEVELPMET AD VALIDATI F A VEL STABILITY IDICATIG RP-UPLC METHD FR SIMULTAEUS DETERMIATI F IZATIDIE, METHYLPARABE AD PRPYLPARABE I RAL LIQUID PHARMACEUTICAL FRMULATI
More informationThermal Diffusivity. Paul Hughes. Department of Physics and Astronomy The University of Manchester Manchester M13 9PL. Second Year Laboratory Report
Therml iffusivity Pul Hughes eprtment of Physics nd Astronomy The University of nchester nchester 3 9PL Second Yer Lbortory Report Nov 4 Abstrct We investigted the therml diffusivity of cylindricl block
More informationPhysics 202H - Introductory Quantum Physics I Homework #08 - Solutions Fall 2004 Due 5:01 PM, Monday 2004/11/15
Physics H - Introductory Quntum Physics I Homework #8 - Solutions Fll 4 Due 5:1 PM, Mondy 4/11/15 [55 points totl] Journl questions. Briefly shre your thoughts on the following questions: Of the mteril
More informationRel Gses 1. Gses (N, CO ) which don t obey gs lws or gs eqution P=RT t ll pressure nd tempertures re clled rel gses.. Rel gses obey gs lws t extremely low pressure nd high temperture. Rel gses devited
More informationProbability Distributions for Gradient Directions in Uncertain 3D Scalar Fields
Technicl Report 7.8. Technische Universität München Probbility Distributions for Grdient Directions in Uncertin 3D Sclr Fields Tobis Pfffelmoser, Mihel Mihi, nd Rüdiger Westermnn Computer Grphics nd Visuliztion
More informationExperiment 9: WEAK ACID IONIZATION CONSTANT & PROPERTIES OF A BUFFERED SOLUTION
Experiment 9: WEAK ACID IONIZATION CONSTANT & PROPERTIES OF A BUFFERED SOLUTION Purpose: Prt I: The cid ioniztion constnt of wek cid is to be determined, nd the cid is identified ccordingly. Prt II: The
More informationMatrix Solution to Linear Equations and Markov Chains
Trding Systems nd Methods, Fifth Edition By Perry J. Kufmn Copyright 2005, 2013 by Perry J. Kufmn APPENDIX 2 Mtrix Solution to Liner Equtions nd Mrkov Chins DIRECT SOLUTION AND CONVERGENCE METHOD Before
More informationSupplementary Material (ESI) for Soft Matter This journal is The Royal Society of Chemistry Supplementary data
Supplementry Mteril (ESI) for Soft Mtter This journl is The Royl Society of hemistry 009 Supplementry dt Quntifying Hydrogel Response using Lser Light Scttering. Joshu M. G. Swnn, Wim Brs b, Jonthn R.
More informationNew Expansion and Infinite Series
Interntionl Mthemticl Forum, Vol. 9, 204, no. 22, 06-073 HIKARI Ltd, www.m-hikri.com http://dx.doi.org/0.2988/imf.204.4502 New Expnsion nd Infinite Series Diyun Zhng College of Computer Nnjing University
More informationIntro to Nuclear and Particle Physics (5110)
Intro to Nucler nd Prticle Physics (5110) Feb, 009 The Nucler Mss Spectrum The Liquid Drop Model //009 1 E(MeV) n n(n-1)/ E/[ n(n-1)/] (MeV/pir) 1 C 16 O 0 Ne 4 Mg 7.7 14.44 19.17 8.48 4 5 6 6 10 15.4.41
More informationPredict Global Earth Temperature using Linier Regression
Predict Globl Erth Temperture using Linier Regression Edwin Swndi Sijbt (23516012) Progrm Studi Mgister Informtik Sekolh Teknik Elektro dn Informtik ITB Jl. Gnesh 10 Bndung 40132, Indonesi 23516012@std.stei.itb.c.id
More informationProbabilistic Investigation of Sensitivities of Advanced Test- Analysis Model Correlation Methods
Probbilistic Investigtion of Sensitivities of Advnced Test- Anlysis Model Correltion Methods Liz Bergmn, Mtthew S. Allen, nd Dniel C. Kmmer Dept. of Engineering Physics University of Wisconsin-Mdison Rndll
More informationPart I: Basic Concepts of Thermodynamics
Prt I: Bsic Concepts o Thermodynmics Lecture 4: Kinetic Theory o Gses Kinetic Theory or rel gses 4-1 Kinetic Theory or rel gses Recll tht or rel gses: (i The volume occupied by the molecules under ordinry
More information