A study of gas-aerosol equilibrium and aerosol ph in the remote marine boundary layer during the First Aerosol Characterization Experiment (ACE 1)

Size: px
Start display at page:

Download "A study of gas-aerosol equilibrium and aerosol ph in the remote marine boundary layer during the First Aerosol Characterization Experiment (ACE 1)"

Transcription

1 JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 5, NO. D3, PAGES 7,3-7,34, JULY 6, 2 A study f gas-aersl equilibrium and aersl H in the remte marine bundary layer during the First Aersl Characterizatin Exeriment (ACE ) A.M. Fridlind and M. Z. Jacbsn Deartment f Civil and Envirnmental Engineering, Stanfrd University, Stanfrd, Califrnia Abstract. A thermdynamic equilibrium mdel was alied t study the interactins f gas-hase NH3, HNO3, and HC with size-reslved aersls and estimate aersl H in the remte marine bundary layer during the First Aersl Characterizatin Exeriment (ACE ). Analysis f mdel results and field measurements indicates that accumulatin-mde aersls were rbably in equilibrium with NH3, HNO3, and HC simultaneusly. The largest carse-mde aersls did nt aear t be in equilibrium with HNO3, but may have been in equilibrium with NH 3 and HC. The estimated H f accumulatin-mde aersls was -2, a functin rimarily f the amunt f sulfate relative t sea salt resent in that mde. By cntrast, the estimated equilibrium H f carsemde aersls was 2-5, a functin rimarily f relative humidity and gas-hase HC. Prir t exsure t HC, the estimated H f fresh sea sray aersls was 7-9, a functin rimarily f relative humidity. Sensitivity tests shwed that the drying f aersls during the samling rcess may have vlatilized u t 3% f NH4 +.. Intrductin Natural and anthrgenic aersls are believed t lay an imrtant rle in climate thrugh their direct effect f scattering and absrbing radiatin and their indirect effect f serving as clud cndensatin nuclei. Measurements and mdeling studies have fund that marine aersl cmnents may cmrise a significant cmnent f bth the direct effect [Quinn and Cffman, 999; M. Z. Jacbsn, Glbal direct radiative frcing due t multicmnent anthrgenic and natural aersls, submitted t Jurnal f Gehysical Research, 999] and the indirect effect [Jnes and Sling, 997] f natural aersls n climate. Hwever, bth effects are strngly deendent un the size, number cncentratin, and chemical and tical rerties f the aersls [e.g., Hrvath, 993]. In rder t better quantify the characteristics f natural marine aersls, the First Aersl Characterizatin Exeriment (ACE ) was designed t measure the hysical, chemical, and tical rerties f aersls, as well as gas cncentratins, in the remte marine bundary layer [Bates et al., 998a]. Field data indicate that remte marine aersls, thse nt significantly affected by either anthrgenic r natural cntinental surces, are cmsed rimarily f sea salts (Na +, CI-, SO4 2-, Mg 2+, ca 2+, K +, CO32-, and Br-, in rder f ceanic mlar abundance), nitrate (NO3-), ammnium (NH4+), nn-sea-salt sulfate (SO42-), methanesulfnate (CH3SO3-), assciated hydrgen ins (H+), and ther rganics [e.g., Fitzgerald, 99; O'Dwd et al., 997]. The size distributin is ften cmsed f fur mdes, including an ultrafine mde, a nucleatin r Aitken mde, an accumulatin mde, and a sea salt r carse mde [e.g., Bates et al., 998b; O'Dwd et al., 997]. During ACE, in terms f dry gemetric diameter, these mdes were bserved at 5-2 nm, Cyright 2 by the American Gehysical Unin. Paer number 2JD //2JD nm, 8-3 nm, and >3 nm, resectively, in the number size distributin [Bates et al., 998b]. Aside frm aersl mass advected frm cntinents r entrained frm the free trshere, the mass is rduced exclusively by sea sray emissins and gast-article cnversin. Sea sray aersls are emitte directly by cean surface disturbances at bth accumulatin-mde and carse-mde sizes, and may be enriched un emissin with ceanic surface active rgani cmunds [e.g., Barger and Garrett, 97; Middlebrk et al., 998} All ther significant cmnents f sluble mass (NH4 +, NO3-, nn-sea-salt SO4 2-, CHTSO3-, and erhas additinal rganic secies) are secndary, resulting frm gas-t-article cnversin rcesses. Such rcesses include nucleatin, cndensatin, disslutin, and aqueus-hase xidatin f disslved intermediates. Whereas ambient NH 3 is accumulated as NH4 + rimarily by the acidic sulfate aersls, ambient HNO 3 is accumulated as NO 3- rimarily by the less acidic sea sray aersls. When acids are added t aersls cntaining sea salt, C- may be dislaced as HC, which may in turn be scavenged by fresh sea sray, enhancing C- in thse articles [e.g., Ericksn et al., 999]. A hst f ther hysical rcesses influences the bundary layer cncentratin and chemical characteristics f the marine aersl ulatin, including cagulatin, dry desitin, sedimentatin, clud frmatin, reciitatin scavenging, hrizntal advectin, and vertical exchange with the free trshere. Within this envirnment the nature f the artitining f chemical secies between the gas and aersl hases deends un the characteristics f the aersl ulatin, the characteristics f the secies, and the degree f gas-aersl equilibrium btained. Many gases may interact reversibly with the aersl hase, including NH 3, HNO3, HC, CH3SO3H, HCOOH, CH3COOH, SO 2, and 3. Amng these, nly NH 3, HNO3, and HC have been rven t interact with a reservir in the aersl hase that has been bserved t cmrise a significant fractin f ttal aersl mass in remte marine regins [e.g., Parung et al., 986; Quinn et al., 992], thereby exerting significant reversible influence n aersl hysical, chemical, and tical rerties. 7,3

2 7,326 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H Limited evidence frm remte marine air masses indicates that HCOOH and CH3COOH may als fall int this categry [e.g., Matsumt et al., 998], but neither was measured during ACE, and sensitivity tests indicated that they wuld nt be exected t cntribute significant aersl mass at equilibrium under ACE cnditins. Current field data indicate that remte marine aer- sls that are nt fully neutralized are likely t be in equilibrium with ambient NH 3 [Quinn et al., 992], a result surted by mdeling studies f ACE aersls [Quinn et al., 998] and rttyical aersls under mre lluted cnditins [Meng and Seinfeld, 996]. By cntrast, field data gathered under lluted cnditins indicate that smaller sea sray aersls are likely t be in equilibrium with ambient HNO3 and HCI whereas larger aersls may nt be [Keene and Savie, 998, 999]. This bservatin has als been surted under sme cnditins by a mdeling study [Ericksn et al., 999]. Slutin H is an imrtant characteristic f aersls that may be clsely assciated with gas-aersl equilibrium. The H f remte marine aersls may be critical t aqueus-hase chemistry in the marine bundary layer [e.g., Chameides and Stelsn, 992; Clegg and Tumi, 997; Keene et al., 998; Sievering et al., 992], but few effrts have been made t determine aersl H since it is extremely difficult t reliably estimate frm measurements [Keene and Savie, 998]. Previus estimates have been based un indirect bservatin f marine aersls r mdels f rttyical aersls (Table ). Estimated H values under remte marine cnditins have ranged frm - t 3 in the accumulatin mde and 2- in the carse mde. The gals f this study were t aly a thermdynamic equilibrium mdel t the size-reslved aersl field data gathere during ACE in rder () t estimate whether aersls were equilibrated with gas-hase NH 3, HNO 3, and HC; (2) t test the sensitivity f gas-aersl equilibrium t the aersl samling rcess (aersls were heated and dried during samling) in rder t ascertain whether vlatile material shifted hase due t the samling rcess; and (3) t estimate the H f the aersls. Table. Estimates f Marine Aersl H Based n Indirect Observatins r Mdel Results H Cnditins Methd Surce Accumulatin mde Carse mde 6-6-9* remte bservatin Winkler [986] remte mdel this wrk cntinental mdel Zhu et al. [992] remte mdel Katshevski et al. [ 999] remte mdel Katshevski et al. [999] remte bservatin Winkler [986] remte mdel Ericksn et al. [999] remte mdel Keene et al. [ 998] remte mdel Vgt et al. [996] remte mdel Chameides and Stelsn [992] cntinental bservatin Keene and Savie [999] cntinental mdel Sander and Crutzen [996] remte mdel this wrk cntinental mdel Ericksn et al. [999] cntinental mdel Zhu et al. [992] Marine cnditins were designated as arximately either "remte," meaning free f anthrgenic r natural cntinental influence, r mre "cntinental." *Values btained frm leaching slutins f marine aersls. Table 2. Range and Median f Measurements Vaffable Range Median Aersl mass, ng m '3 Na Mg Ca K NH CI- 5-,9 344 Br ' CH3SO NO 3' NH3, t Pressure, mb Temerature, øc Ambient 4-3 Samle Relative humidity, % Ambient Samle Data Aersl, gas, and meterlgical measurements were made ver the Suthern Ocean (4ø-55øS, 35ø-6øE) between Nvember 8 and December, 995, n the Natinal Oceanic and Atmsheric Administratin (NOAA) R/V Discverer shi. This segment f the ACE exeriment was chsen due t the availability f NH 3 measurements, and all 9 aersl samles that were cllecteduring the segment were included in this study. 2.. Aersl Data Aersls were measured with a seven-stage Berner-tye cascade imactr, as described by Quinn et al. [998]. In chrmatgrahy was used t determine ttal sluble CI-, Br, NO3-, SO42-, CH383- ' Na +, NH4 +, K +, Mg2+, and Ca 2+. A mass clsure study using ther data gathered n the Discverer cncluded that these ins accunted fr all aersl mass within exerimental uncertainty [Quinn and Cffman, 998], indicating that rganics and insluble dust were nt a dminant cmnent. The samles were cllected frm an inlet arximately 8 m abve sea level and dried by heating rir t entering the imactr. Mean aerdynamic diameters at the dry samle relative humidity were 5,.32,.49,.89,.7, 3.3, and 7.4!am, reslving the accumulatin and carse aersl mdes. Samle exsure erids were 6-4 hurs, crresnding t an average samle vlume f 26 m 3. The range and median f the aersl measurements (summed ver the imactr stages) are shwn in Table 2. Of the 9 aersl samles cllected, 4 samles were significantly cntinentally influenced (samles and 36), as defined by 2-hur mean radn cncentratins exceeding mbq m -3, and the remaining 5 samles were mre reresentative f ure maritime air [Whittlestne et al., 998] Gas Data Gas data used were measured CO 2 and NH 3, and estimated HNO 3 and HCI. CO 2 was cllected frm an inlet arximately 3 m abve sea level and an average reresentative value f 36 m was used fr all samles. NH 3 was measured frm an inlet arximately 7 m abve sea level, with a samle exsure erid f 48 t 84 hurs, as described by Quinn et al. [998]. The range and median f the measurements are included in Table 2.

3 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,327 Since HNO 3 and HC measurements were unavailable, their cncentratins were estimated frm ther data sets. HNO3 was estimated as t, the mean summertime value measured under clean marine cnditins n the cast f New Zealand at 4øS, 75øE [Allen et al., 99T[ Other measurements f HNO 3 in the marine bundary layer in the Suthern Hemishere are cmarable, with a mean f less than 3 t measured at ø-3øs ver the Atlantic Ocean [Paenbrck et at., 992]. HC was estimated as t, a tyicalw value measured in bundary layer air under clean marine cnditins [Graedel and Keene, 995; Kajii et al., 997; Pszenny et al., 993; Singh, 995]. The sensitivity f the results t the estimated HNO 3 and HC! cncentratins is addressed belw in sectins 4.2 and Meterlgical Data Ambient... rneterlical... (l:- tn,qe'd wer ' 3-rain averayne nreqr - sure, temerature, and relative humidity, cllected frm instruments lcated arximately 3 m abve sea level. Temerature and relative humidity were als mnitred in the heated aersl samling line. All meterlgical variables were averaged ver each aersl samling erid t btain reresentative values. The range and median f the reresentative values are included in Ta- ble Gas-Aersl Equilibrium Mdel The fllwing rvides a descritin f the gas-aersl equilibrium mdel that was alied t the data. A cncetual verview is first given, fllwed by a technical descritin, a summary f the initial c{ nditins, and a discussin f the rimary sumtins. 3.. Cncetual ()ver, iew Observed gas and size-reslved aersl secies were assumed t be in thermdynamic equilibrium at bserved temeratures, ressures, and relative humidities. The thermdynamic equilibrium f the gas-aersl system can be cncetualized as the result f the cmetitive demand f the nnvlatile secies in each aersl size bin fr the available vlatile cmunds in the system. The nnvlatile aersl secies cannt migrate amng the size bins, and thus their redicted size distributins always equal their initial distributins. ttwever, the vlatile aersl secies may migrate amng the varius aersl size bins via the gas hase until equilibrium has been btained. Thus the redicted size distributins f the vlatile secies may differ frm the measurements with which they were initialized. Deviatins between the redicted and measured aersl size distributins f the vlatile secies result frm three general surces f errr: () errr in the mdel assumtins (e.g., lack f actual equilibrium between the gas and aersl hases), (2) errr in the mdel calculatins (e.g., errr in the estimated water utake f sea salts), r (3) errr in the estimated r measured cncentratins f gases r aersls (e.g., exerimental uncertainty in measured C- cncentratin). In this study, the thermdynamic equilibrium f the gasaersl system was calculated under the ambient cnditins in the marine bundary layer (high relative humidity and lw temerature) and als under the samling cnditins in the article imactr (lw relative humidity and higher temerature). The equilibrium gas-aersl artitining f the vlatile aersl secies may be esecially sensitive t changes in the relative humidity f the system due t the cncmitant change in the liquid water cntent f the aersls Technical Descritin The EQUISOLV II mdel alies the Zdanvskii-Stkes- Rbinsn equatin t estimate liquid water cntent and Brmley's methd t estimate mean mixed activity cefficients [Jacbsn, 999a, b]. Additinal thermdynamic data added t the mdel fr this study were the øc dissciatin, water activity, and binary activity cefficients alicable t CH3SO3H(a q) slutin [Clegg and Brimblecmbe, 985; Cvingtn et al., 973]. Gashase secies cnsidered were H2, CO2, NH3, HNO3, and HC. Aersl-hase secies cnsidered were H2(aq), H2CO3(aq), H2SO4(aq), Cl-h. SO3H(aq), NH4 +, Na +, Mg 2+, C +, K +, H +, NO3-, HSO4', SO4 2-, Cl-, Br-, Ct SO3-, HCO3-, CO32-, NH4NO3(s), NH4Ci(s), NH4HSO4(s), (N H4)2SO4(s), (N}4)3(SO4)2(s), NtI4HCO3(s), NaNO3(s), NaCl(s). Na- [tso4(s), Na2SO4(s ), NaHCO3(s), Na2CO (s), KNO3(s ), KCI(s), KHSO4(s), K2SO4(s), KHCO3(s), K2CO3(s), Ca(NO3)2(s), CaC2(s), CaSO4(s), CaSO4-2H2(s), CaCO3(s), MgC2(s), Mg(NO3) 2, MgSO4(s), and MgCO3(s). The inuts fr each samle were aersl mass cncentratins, gas cncentratins, and meterlgical variables. Aersl inuts were the bserved sluble mass f Na ', CI-, Ca 2+, Mg 2+, K +, Br-, SO42-, Ct3SO3-, NH4 +, and NO - in each f the seven size bins. Initial charge irabalances in each size bin were atlributed t unmeasured tt + and CO32-. Gas-hase inuts were bserved CO2 and NH 3, and estimated }tno 3 and }IC. Meterlgical inuts were bserved ressure, temerature. and relative humidity (either in the marine bundary layer r in the article imactr). Mdel ututs were the equilibrium cncentratin {)f all gas secies and the cncentratin f each aqueus, inic, and slid cmnent in each size bin f the aersl hase, including equilibrium,xater cntent and }t. The ttal sluble mass f a cmund was then calculated as the sum f its liquid, inic, and slid cncentratins in rder t cmare it with bservatins. Fr examle, the ttal sluble qo42' wuld be the sum f the SO42- mass redicted as t2so4(aq), HSO4-, SO42-, NH4 t$o4(s), and all ther slids cntaining sulfate. Since multile size bins were used, the thermdynamic equilibrium slutin was unique nly if n slids were redicted that cntained tw vlatile secies (i.e., NH4NO3(s). Ntt4Cl(s), r Ntt4HCO3(s) ) [Jacbsn, 999b]. Such slids were never redicted in the ACE I samles, ermitting a unique slutin in all cases. All aersl field data were rerted as functins f the mean aerdynamic diameter at the samling relative humidity, and this value was assumed t be the initial gemetric diameter f the mdel size bin under bth ambient and samling cnditins. Mdel results indicated that gemetric diameter did nt tyically deviate frm the mean aerdynamic diameter by mre than 8% and dry gemetric diameter did nt tyically deviate frm it by mre than 3% Furthermre, mdel results were indeendent f the bin size secificatin since Kelvin effects are small fr articles larger than - [ m diameter [e.g., Jacbsn, 999a]. All field data and mdel redictins are rerted here as a fimctin f the dry aerdynamic diameter Initial Cnditins The bserved gas-aersl systems were first cnsidered at the ressures, temeratures, and relative humidities bserved in the marine bundary layer (sectin 2.3). Gases were initialized as

4 --- 7,328 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H measured r estimated (sectin 2.2). In the aersl hase each f the 9 aersl samles was first initialized with the bserved secies in each size bin (sectin 2.). Hwever, exerimental uncerideal and sea-salt samles t indeendent equilibratin with NH 3, HNO3, and HC was tested t elucidate the rle f each gas in cntrlling aersl H. tainty in the majr sea-salt ins ften created large charge imbalances and discntinuities in H frm ne size bin t the next. Thus each f the 9 aersl samles was als initialized using a charge-balancing rcedure: CI', Mg 2+, Ca 2+, K +, and sea-salt 3.4. Mdel Assumtins Alying the mdel t the available data invlved a number f SO42- were als scaled t measured Na + using standard sea-salt imrtant assumtins regarding () the simlificatin f the cmsitin [Stumm and Mrgan, 996]; Br- was nt ermitted t exceed the sea-salt Br-:Na + rati, but was nt raised if it was deleted [e.g., Ayers et al., 999]; and all f the secndary secies, including nn-sea-salt SO4 2- (defined as that exceeding the sea-salt rati t Na+), CH3SO3-, NH4 +, and NO3-, were unchanged. Initializing with the charge-balancing rcedure reserved the rimary characteristics f the marine aersls and eliminated the rimary influence f exerimental uncertainty n the results. In additin t mdeling the 9 ACE samles, tw rttyical samles were derived t reresenthe behavir f generic remte marine aersls. First, an idealized samle was derived frm the clean marine samles by using the median values f measured meterlgical inuts, NH 3, Na +, CH3SO3-, NH4 +, NO3-, and nn-sea-salt SO42-, and scaling CI-, Ca 2+, Mg 2+, K +, Br-, and sea-salt SO42- t the median Na + in each size bin (Figure ). Secnd, a ure sea-salt samle was derived by remving hysical gas-aersl system (articles were unifrm and internally mixed), (2) the rerties f the bservatins (gases and aersls were statinary in time, gas-aersl artitining was insensitive t the aersl samling rcess), and (3) the thermdynamic state f the gas-aersl system (articles were r were nt deliquescent, gas-aersl equilibrium was btained). Because these assumtins are imrtant t the interretatin f the mdel results, they are discussed here.in detail rir t resentatin f results in sectin Unifrm internal mixture. Particles n a given imactr stage were assumed t be a well-mixed internal mixture f the measured secies. This was rbably a gd assumtin in the carse mde, but erhas smetimes less accurate in the accumulatin mde. Tw distinct tyes f articles, sea-salt articles and ammnium-sulfate articles, have been fund t dminate the aersl in remte marine regins accrding t analysis by single-article methds [Gras and Ayers, 983; Mclnnes et al., all secndary secies (CH3SO3-, NH4 +, NO3-, and nn-sea-salt 994], hygrscic grwth [Berg et al., 998} and vlatility SO42-) frm the ideal samle. Simultaneus equilibrium with all gases was mdeled fr the ideal and sea-salt samles, as well as fr the 9 ACE samles using bth charge-imbalanced and charge-balanced data. The charge-balance data were cnsidered mre reresentative f actual cnditins; hwever, the results using charge-imbalanced data are als included here in rder t entirely establish the imact f the charge-balancing rcedure. [Kreidenweis et al., 998]. These tw tyes crresnd t the tw dminant surces f remte marine articles discussed abve: sea sray and nucleatin. Whereas essentially all f the carse-mde articles have been fund t be sea salt [Pdsfai et al., 995; Gras and Ayers, 983; Kreidenweis et al., 998], a mixture f searate sea-salt and ammnium-sulfate articles has been bserved in the accumulatin mde [Berg et al., 998; Gras and Ayers, 983; Kreidenweis et al., 998} Hwever, evidence Several sensitivity tests were then erfrmed n the charge- has als indicated that almst all accumulatin-mde aersls balanced, ideal, and sea-salt samles. The sensitivity f the gasaersl artitining t the ambient gas cncentratins was tested larger than 3 m may cntain sea salt [Murhy et al., 998]. In the accumulatin mde, deviatins frm unifrmity may be by initializing each gas t a minimum value f zer and a maximum value f twice its measured r estimated cncentratin. The sensitivity f the gas-aersl artitining f NH 3, HNO 3, and HC t the heated, dry samling cnditins was tested by setting temerature and relative humidity t values reresentative f the samling cnditins (sectin 2.3). Finally, the sensitivity f the imrtant t gas-aersl interactins because an internal mixture f nn-sea-salt sulfate with sea salt may behave very differently frm an external mixture. Secifically, an equimlar internal mixture f aqueus NH4HSO4(s) and NaCl(s) wuld emit essentially all Cr and NH4 + as HC and NH 3 under tyical ACE cnditins, whereas an equimlar external mixture wuld retain bth 3 ' ' ' ' ' '''l ' ' ' ' ' '''-- Na +, 2 [] NH4 + ' Mg 2+ =. C- ) ø ß NO 3-, SO 2-,- - 4 A CH3SO3- -2 D (m) Figure. Size distributin f aersl secies in the ideal samle (Ca 2' and Br- nt shwn).

5 FRIDLIND AND JACOBSON' GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7, NH 3, r= ß NH 3, r= [] HNO3, t=l -- HNO3, r= a HC, r= ß HC, ct=5-4 I I I I I I I I J I I D (m) Figure 2. Calculated time required fr aersls t btain 95% equilibratin with a given gas as a functin f the accmmdatin cefficient f the gas, r. secies. This behavir has been verified by individual article data in the marine bundary layer with resect t HC emissin [e.g., Mclnnes et al., 994]. During the ACE erid studied here, hygrscicity data gathered n the Discverer indicated that a range f -8% f the 65-m articles were externally mixed sea salt [Berg et al., 998]. Hwever, data were nt gathered at larger article sizes, where the accumulatin-mde mass was cncentrated Statinarity. Fr mdeling urses, the gas and aersl mass cncentratins were assumed t be cnstant during the time that each aersl samle was cllected. Hwever, gas and aersl cncentratins may have varied significantly during aersl samling erids. Other data sets rvide evidence fr diurnal and air mass variatins in HNO 3 and HC [Keene et al., 993; Paenbrck et al., 992]. Particle size distributins measured n the Discverer during samling als indicated that the aersl ulatin was nt cnstant ver the lng imactr samling erids [Bates et al., 998b]. The deviatins f redictins frm measurements due t the inaccuracy f this assumtin were nt quantified due t lack f data describing shrt-term deviatins in gas and inic mass encuntered Humidity-insensitive artitining. The measured gas and vlatile articulate mass cncentratins were assumed t be valid under bth samling and ambient cnditins. Hwever, the samling rcess (heating and drying) may have vlatilized sme aersl secies (such as NH4 + r NO3- ). If vlatilizatin tk lace, the ambient gas cncentratin lus the samled aersl cncentratin f a given vlatile cmund wuld reresent an underestimate f the ttal vlatile mass actually resent in the marine bundary layer. The ssible extent f this underestimate under ACE cnditins is quantified in sectins Slid frmatin. Under ambient cnditins the re- quirement f hmgeneus slid frmatin was cnsidered t discurage slid frmatin abve the crystallizatin relative humidity (CRH). Slids were assumed t frm nly belw their CRH, and n slids were redicted in any samle. Hwever, under the dry samling cnditins n the imactr substrates, hetergeneu slid frmatin n the substrate media was assumed t ermit slids t frm clse t their deliquescence relative humidity (DRH). Slids were then assumed t frm when the relative humidity fell belw their DRH, and slids redicted t frm in sme samles included (NH4)2SO4(s), (NH4)3H(SO4)2(s), NaCl(s), Na2SO4(s), KCI(s), K2SO4(s ), CaSO4-2H2(s ), MgSO4(s), and MgCO3(s). Sensitivity tests indicated that these assumtins generally had negligible influence n the results excet in the three cases where significant CaSO4-2H2(s) influenced the redicted artitining f nitrate at the dry samling relative humidity, as discussed in sectin Gas-aersl equilibrium. Gas-aersl equilibrium was assumed by the mdel fr all gases resent. Whereas the equilibratin f aersls with atmsheric water var and CO2 is generally fast due t the high cncentratins f thse gases, equilibratin with trace gases at lwer cncentratins may take much lnger. Gas-aersl equilibrium may nt always have been btained by the majrity f articles f a given size under ACE cnditins. An uer limit t the indeendent equilibratin time f each aersl size bin f the ideal samle with each ambient gas was estimated with the methd used by Jacb [985] fr clud drs, excet that mdel-calculated gas-aersl artitining was used in lace f the effective Henry's law cefficients in rder t accunt fr the activity cefficients in cncentrated aersl slutins [e.g., Quinn et al., 992]. The equilibratin times (Figure 2) reresent the arximate time required t reach 95% equilibratin f the aqueus hase during a diffusin-limited transfer rcess. Fr examle, if all f the equilibrium NH4 + in a given size bin were instantaneusly dislaced t the gas hase, the equilibratin time wuld be the time required fr the article t reabsrb 95% f the dislaced gas. A range f gas accmmdatin cefficients was used due t uncertainty in the values. The accmmdatin cefficient f HC ver a water surface has been measured as 5, while a tyical range f - was used fr NH 3 and HNO3 due t lack f data [Seinfeld and Pandis, 998, and references therein]. Measurements f HNO3 utake by aqueus NaCl(s) articles suggest that the accmmdatin cefficient is likely t be relatively large [Abbatt and Waschewsky, 998]. Similarly, measurements f NH 3 utake by sulfuric acid slutins suggest that the accmmdatin cefficient may increase frm -- t near unity as slutin acidity increases [Swartz et al., 999]. Overall, the results suggest that accumulatin-mde aersls in the smallest three size bins equilibrated with all gases within - hurs, a time that was rbably significantly shrter than the mean lifetime f the articles in that size range. Whereas all f the larger articles were als likely t be in equilibrium with

6 ß...,... 7,33 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H.3 #27.3 # Ol.3... #3.2 D (vm).2 #3 D (m), #32 D (m) i,... ' D ( m) # # D (m).3 Ol #35 D (m) D ( m) D (m) lo. #37 ß #38 i D (r) 3 {} i #39 I {} D ( m).3 #4 V i. D (m) #4 D (m).2.2. D (m).:3.., # #43 D (m).2 D ( m), #45 I. D (m) D (m) D (m).-..3 ideal 'E sea salt.2.2,..,.., -- i lo. i. D (m) D (m) D (m) Figure 3. Cmarisn f bserved NH4 + (circles with uncertainty bars) with calculated NH4 + using chargeimbalance data (dashed lines) and charge-balancedata (slid lines).

7 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,33 NH 3, estimated equilibratin times with HNO 3 and HC were ---3 hurs, times that may have been n the rder f the mean lifetime f the larger articles. Thus, whether the articles larger than m were in equilibrium with HNO 3 and HC may have deended un their lifetimes, which in turn may have varied significantly acrss the carse mde due t differential lss rates by sedimentatin and dry desitin [e.g., Slinn and Slinn, 98] = O v v e e.2- v - v ß a H<3 3<H<4 H>4 4. Results.- øe - Mdel results fr aersl equilibrium with each gas, NH 3, HNO3, and HC, are analyzed in sectins The mdeled H f the aersls is then analyzed in sectin Aersl Equilibratin With NH 3 Overall, the acidic sulfates in the accumulatin mde had the greatest demand fr the available ammnia in the system, whereas the less acidic sea salts in the carse mde had the least demand (Figure 3). The generally gd match between chargebalanced calculatins and bservatins, cmbined with the shrt exected equilibratin times (Figure 2), suggests that the aersls were rbably in equilibrium with NH 3. Using a different mdel and assuming a fully external mixture f sea salts and nn-sea- salt SO4 2-, Quinn et al. [998] als cncluded that aersls aeared t be in equilibrium with NH 3 during ACE Accumulatin-mde NH4 +. In the accumulatin mde, NH4 + was cmmnly underredicted (Figure 3), and the degree f underredictin was clsely crrelated with increasing cncentratins f sea salt relative t sulfate (Figure 4). Physically, HC was released frm the articles cntaining sea salt, increasing H and reducing the demand f the articles lbr NH4 +. Hwever, it is likely that accumulatin-mde articles were actually in equilibrium with bth NH 3 and HC (Figure 2). Why, then, did equilibrium redictins deviate frm bservatins in sme samles? The reasn fr underredictin f accumulatin-mde NH4 + cannt be cnclusively determined here. The three general tyes f errr that may ccur, as discussed in sectin 3., include errr in mdel assumtins, errr in mdel calculatins, and errr in initialized values. With resect mdel assumtins, it is nted.4- "'7' ,, t- 2:.4- Z Na +(bs.)/so42-(bs.) Figure 4. Rati f calculated equilibrium NH4 + t bserved NH4 + in the.32- m size bin as a functin f the rati f b- served Na + t SO42- in that size bin n a mass basis NH 3 (t) Figure 5. Calculated NH4 + in the 3.4- m size bin as a functin f equilibrium NH 3 and H in that size bin. that any degree f deviatin frm the assumed unifrm internal mixture f sea salt with nn-sea-.salt sulfate wuld result in un- derredictin f NH4 + by the mdel. With resect t errr in mdel calculatins, the EQUISOLV II mdel has been cmared with the AIM2 and SCAPE2 mdels fr the behavir f the fundamental Na+-C--NH4+-SO42- system encuntered here [Zhang et al., 998], and the AIM2 mdel has in turn been cmared with cius labratry data [Clegg et al., 998], making significant mdel errr unexected. With resect t errr in measurements, it is nt immediately exected that the errr wuld be significantly skewed t result in underredictin f accumulatinmde NH4 +. In summary, the hysical cause f underestimated submicrn NH4 + was the assumed internal mixture f large quantities f sea salt with the accumulatin-mde SO42- (Figure 4). Hwever, it cannt be crrbrated that sme degree f external mixture r nnunifrmity amng the articles was actually resnsible fr the deviatin between mdel results and bservatins Carse-mde NH4 +. In the carse mde, bservatins indicated that the sea-salt aersls had little demand fr NH4 +, but significant equilibrium NH4 + was redicted in abut ne third f the samles (Figure 3). This was clsely crrelated with tw factrs: () high equilibrium NH 3 gas and (2) lw equilibrium H in the carse mde (Figure 5). High equilibrium NH 3 did nt aear t exlain the discreancy between redictins and bservatins. NH 3 cncentratins >2 t were measured during six samles (samles 3-36), but NH4 + was rarely measured in the carse mde. Furthermre, lack f equilibrium with the gas hase did nt aear t exlain this discreancy between mdel results and bservatins. When the equilibratin times in Figure 2 were adjusted t accunt fr utake f significant NH 3 by the carse mde, the equilibratin time f all excet the largest size bin remained less than hurs and less than the equilibratin times with HNO 3, which had sufficient time t accumulate significantly as NO3-. Lw estimated H in the carse mde aeared mre likely t exlain instances f verredicted NH4 + in the carse mde. As discussed belw (sectin 4.4), mdeled carse-mde H was cntrlled by equilibratin with HC at a given relative humidity. Cnsistent with this finding, tw changes in the initial cnditins raised equilibrium H abve 3.5 and eliminated the equilibrium carse-mde NH4 + in all charge-balanced samles: () reducing relative humidity t 65% and (2) reducing equilibrium HC belw 65 t in all cases, which required remving all initial HC as

8 7,332 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H I I I bs. (a) (b) (c) I..8 ' '.6 ".4.2. I. 2,,-7 I. I.99.98, I.96 Z.94 I I I.93 est. (a) (b) (c) --- l I i ]l ii est. (a) (b) (c) Figure 6. Cmarisn f the bserved r estimated articulate fractin with that calculated in equilibrium with initial gas cncentratins f (a) zer, (b) bserved r estimated values, and (c) duble the bserved r estimated values. Bxes san % f the data ints abve and belw the median, with whiskers and utliers indicating the range f the remaining data. well as 2-4% f the initial Cr. This leads t the ssible cnclusins that () NH4 + was resent at the ambient relative humidity but was vlatilized during the measurement rcedure r (2) ambient HC was less than-65 t. Furthermre, the mdel results indicate that an equilibrium value f 65 t f HC culd be achieved nly if the ttal chlride (gas lus aersl hase) in the system were sufficiently deleted relative t the ttal sdium. This in turn wuld imly a lifetime f HCI that was shrter than the lifetime f the chlride-deleted aersls, which seems ssible due t the seed f lss f HC t the cean surface and the relatively lng lifetime f the submicrn aersls that are mst deleted. Aside frm these changes in redicted H and NH4 + in the carse mde, mdel results were insensitive t minr ttal chlride deletin. Overall, hwever, these hytheses cannt be cnfirmed since HC was nt measured n the Discverer Sensitivity f equilibriumf(nh4+). When NH 3 was dubled, an average f 5% f the additinal gas was absrbed by the articles (Figure 6). Hwever, this average includes significant additinal absrtin in the carse mde in many samles. Cnsidering nly the ideal case, where carse-mde absrtin was less, abut 3% f the additinal gas was absrbed, 2% in the accumulatin mde and % in the carse mde. Equilibrium f the aersls n the imactr substrates with NH 3 was likely since mst article samling erids were at least twice as lng as the estimated equilibratin times (Figure 2). Overall, mean f(nh4 +) shifted frm.65 under ambient cnditins t.45 under samling cnditins (Figure 7), indicating that -3% f NH4 + may have been vlatilized during the samling rcess. Other mdel runs indicated that ure NH4HSO4(s ) slu- tin exhibited negligible vlatilizatin f NH4 + when subjected t drying, whereas NaCI(s)-NH4HSO4(s ) slutin exhibited-4% vlatilizatin. Thus the extent f redicted vlatilizatin was heavily deendent un the assume degree f internal mixture f the ammnium sulfates with the sea salts in the accumulatin mde, and 3% shuld be cnsidered an uer limit t the ssible vlatilizatin Aersl Equilibratin With HNO 3 In all samles, equilibrium NO 3- was distributed rrtinally t sea salt (Figure 8). The cmmn underredictin f NO 3- in the smallest articles and the cnsistent verredictin f NO 3- in the largest articles, cmbined with the lng exected equilibratin times f large articles (Figure 2), suggesthat the smaller articles were in equilibrium with HNO 3 whereas the largest ar- ticles were nt Accumulatin-mde NO3'. The aersls in the accumulatin mde had negligible demand fr HNO3 relative t the less acidic sea salts in the carse mde. Hwever, a significant fractin f NO 3- was bserved in the secnd size bin in eight samles (samles 27, 3, 33-37, and 45), and was als ften measured in the third size bin. Underredictin f accumulatinmde NO 3- in thse samles was caused in art by lw HNO 3 redicted at equilibrium due t the absrtin f mst initial gas by the carse-mde articles. When the equilibrium f the aersls in nly the three smallest size bins with initial HNO 3 was calculated (in rder t revent absrtin by the largest articles), significant NO 3- was redicted in the third size bin in mst samles but still nt in the secnd size bin ' f (N H 4+) at ambient RH.7I ß ß.6[/... I...,,,, I,,,, f (N 3 ) at ambient RH.97'.96.95,,, I... I f(cf) at ambient RH Figure 7. Calculated articulate fractin f ammnium, nitrate, and chlride at samle versus ambient relative hu- nidity. Nte varying axis scales.

9 ...,......, FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,333..2, 5. #27,-,. '.2, 5 #28,-,.,2,.2, 5 # #3 D (m) f-,.5 O 'fi f #3 ==.2[ :, O. 5 lo D (m) ' -,.5,..-,. 'E.2 a, 5 #32... D (lam).5 '. '.5 8 #33 D (m). t t 5.2 #34 I D (m) lo.2 D (m) 6.4 = O E.2 #36,.5 D (r) D ( m) " -5., #37 5 # Ol D (m),, 5 Ol /, -- 5 Z. E 2 () #39 D (m). z,.. () 5 5 ; t.,-. () "-E () 2 () lo I #4() D (m).-- 2 "*E #4... ' D (in) '"" 5 5 z.= 5 'Z -- ().5 ',-. 'f-,.., E.2 #42 D (m),--,. "'.2 #43 D (m).-,.2 "E O. #44 I D ( m) '-' 5 =.5 *,-. ',.5 z.= 'f '.5 'f-'.(i., E.2 #45 D (m),--,. 'E.2 ideal D (m),-,.2 'E O. sea salt D (m) '-" z.= D (m) ' D (m). O. i,, ß D (m) Figure 8. Observed NO 3- (circles with uncertainty bars) and calculated NO 3- fr charge-imbalanced data (dashed lines) and charge-balancedata (slid lines). Nte unique x axis scale fr samle 33.

10 7,334 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H E 2 #27 'E 2 #28 'E 2 # , 5 -= 'U 5,U 5 i D (m) lo D (m) D ( m)?'e 2 '--= 5 #3 'E 2 5 =' #3 "E 2 #32, 5 = 'U 5 lo D ( m) D (r) D (m) 'E 2 5 #33?E 2 5 #34 E 2 #35, 5 -=,U 5 'U 5 D ( m) D lo D (m) lo D (r) v "E 2 #36 #37 ' E 2 #38 5 g' l 5 ß '= 'U 5 (). D (m) D (r) D (r) E 2 #39 "E 2 #4 E 2 #4 3 5 lo 'U 5 "E #42 D (m) -- '-' #43 'E 2 ==' 5 = D (m) ' 'E 2 5 #44,. D (r) ' 'U 5,U g' lo, 5 -= #45 lo. i lo D (r) D (r) D (r), ideal 'E 2 =' : sea salt i. D (m) D (m) 'E 2 = lo 'U 5 D (m) Figure 9. Cmarisn f bserved C- (circles with uncertainty bars) with calculated C- fr charge-imbalanced data (dashed lines) and charge-balance data (slid lines).

11 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,335 Fresh sea sray may have accunted fr NO 3' bserved in the secnd size bin. When CH3SO 3- and nn-sea-salt SO4 2- were further remved frm the three smallest size bins, leaving nly nitrate-enriched sea sray, redicted NO 3- exceeded bservatins in all three size bins. Thus sufficient sea salt and HNO 3 was resent t accunt fr all bserved NO 3- if sme degree f external-mixture (fresh sea sray) were cnsidered in the accmnulatin mde. Furthermre, accumulatin-mde NO 3- was highly crrelated with sea sray rductin: seven f the nine samles with eak CI- exceeding lag m -3(indicative f recent sea sray rductin) als exhibited NO 3- in the secnd size bin, accunting fr all excet ne such samle. It is als ssible that dust surfaces accunted fr the bserved NO 3- in the secnd size bin, but this seems less likely. Ttal marine NO 3- has been reviusly crrelated with cntinental influence [e.g., Prser and Savie, 989]. Of the fur samles cnsidered cntinentally influenced (samles and 36), three did exhibit NO 3- in the secnd size bin, but this did nt accunt fr the remaining majrity f such cases. While the charge- balancing rcess remved the influence f disslved crustal secies, NO 3- was als underredicted in the charge-imbalanced case (Figure 8). A mass clsure study als indicated that insluble dust was nt a significant cmnent f aersl mass [Quinn and Cffman, 998] Carse-mde NO3'. The largest carse-mde articles did nt aear t be at equilibrium with HNO 3. In the tw largest size bins, equilibrium NO 3' always exceeded measured NO3-. Furthermre, the discreancy between the bserved and calculated size distributins f NO 3- was indeendent f the assumed initial cncentratin f HNO3: the equilibrium distributin was always shifted t the larger articles relative t the bserved distributin. Observatins made under mre lluted cnditins measurements (Figure 9). Overall, the size distributin f CIwas determined rimarily by the size distributin f sea-salt catins, which had the greatest demand fr the chlride in the sy s- tem. Sea-salt C- was als dislaced as HCI by nn-sea-salt sulfate Dislacement f CI'- Nn-sea-salt sulfates were cncentrated relative t sea salt in the smallest size bins, resulting in increasing C- deletin with decreasing size (Figure ). This rcess deleted a large tractin f the C- resent in the smallest have indicated that larger sea-salt articles may be subsaturated size bins (35-%), but nly a small fractin f the ttal chlwith HNO 3 relative t micrn-sized articles [e.g., Keene and Savie, 998], and such behavir has als been bserved in castal regins [e.g., Pakkanen, 996]. It has been rsed that this culd be due t kinetic transrt limitatins t equilibrium (e.g., Figure 2) r reactin rate limitatins related t the frmatin and dislacement f HC, but it has nt yet been satisfactrily exride resent in the system (.9-8.5%). The deletin f sea-salt CI~ frm the ideal samle was 3% f the ttal, cnsistent with ttal lsses f -3% bserved in the ACE regin [Ayers' et al., 999]. Hwever, the redicted deletin was deendent un estimated initial HCI and the effect f the charge-balancing rcedure n ttal CI-, as well as the assumed degree f internal mixlained [e.g., Keene et al., 998; ten Brink, 998]. ture in the accumulatin mde. Uncertainties in these factrs Sensitivity f equilibrium f(no3'). Regardless f initial HNO 3, the sea-salt articles were caable f absrbing almst all available gas (Figure 6), cnsistent with the results f ther mdeling studies [e.g., Keene et al., 998]. When HNO 3 was dubled, an average f 97% f the additinal gas was absrbed recluded quantifying ttal lss frm each samle. Nnetheless, the attern f lss frm the s nallest fur size bins was deendent nly un the fact that enrichment by secndary acids was mst significant in thse size bins. Thus results suggest that mst lss wuld ccur even if the largest size bins by the articles. Additinally, equilibrium NO 3- was always dis- tributed rrtinally t sea salt, regardless f the assumed initial cncentratin f HNO 3. In mst samles the smnling rcess slightly increased equilibrium f(no3- ) due t the decreased H f the mre cncentrated aersl slutin remaining after redicted slid frmatin (Figure 7). N slids cntained nitrate, leaving all nitrate in the remaining slutin. In three samles (samles 28, 4, and 4), hwever, the redicted frmatin f CaSO4-2H2(s) at the samling relative humidity in the intermediate size bins decreased the water cntent sufficiently t significantly lwer disslved NO3-. Because f the small number f samles where nitrate artitining was significantly changed, we cnclude that the artitining f nitrate was generally unchanged by the samling rcess Aersl Equilibratin With HCI The equilibrium size distributins f CI' (with estimated HC) were almst always within the exerimental uncertainty f the t [ i [ i i iii I i! [ i i i : i i i i D (m) Figure. Calculated chlride deletin f charge-balanced samles as a functin f aersl size. were nt in equilibrium with the ambient gases. The equilibratin times in Figure 2 suggest that equilibrium with HC culd have been btained 2- times mre quickly than with HNO 3, but the times may still be lng fr the largest articles. Overall, exerimental uncertainty in CI' made it imssible t estimate whether individual size bins had btained equilibrium with HC, in cntrast t the case f nitrate Sensitivity f equilibriumf(cl'). When HCI was dubled, an average f less than 5% f the additinal HC was taken u by the articles (Figure 6). Hwever, the fact that exerimental uncertainty in C- measurements (u t +% f.5-.9 lug m -3) may have exceeded any estimate f the gas hase reservir (-3 t, r lag m -3) made it difficult draw firm cnclusins regarding actual sensitivity t gas cncentratins. Similar t f(no3-),f(c-) was generally unchanged un aersl dehydratin, an average f less than % lwer than under ambient cnditins (Figure 7). Unlike NO3-, hwever, mst C- was redicted in slid frms at the dry samling relative humidity.

12 ,336 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H #27 #2 /, #29 lo / lo a / /- I ' O (m) D (m) (m) g3 g3 g32 /... / a ' ' D (.m) D (.m) (.m) $33 $34 - a. 5 I D (vm) D (.m) D (vm) $36 / $37 $38 / a. 5. I I D (vm) D (vm) D (vm) $39 $4 $4 l l / / a. 5. lo. lo. lo D (,m) D (,m) D (,m),..., g42 ' ' ' g43 g44 ' a. 5. D (.m) D (m) D (.m)...,...,...,... g45 ideal sea salt a. 5. I I D (,m) D (,m) D (,m) Figure. Calculated H fr charge-imbalanced data (dashed lines) and charge-balancedata (slid lines) Aersl H In the charge-balanced case, similar H. rfiles were redicted in all samles (Figure ). The larger size bins generally exhibited unifrm H values f 2-5, whereas the first and secnd size bins generally exhibited lwer H values f Submicrn versus suermicrn H. The mdeled H in the submicrn size bins was rimarily a functin f the relative acidity f thse size bins (Figure 2). By cntrast, the mdeled H f the suermicrn size bins was rimarily a functin f relative humidity (Figure 3). The strng crrelatin between relative humidity and carse-mde H indicates that relative humid-

13 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,337 2'- ß -- - ß - ee,,, I,, I,,, I f I, t I i-] g Na*(bs.)/$42-(bs.) Figure 2. Calculated H in the.32-r size bin as a functin f the rati f bserved Na + t SO42- in that size bin n a mass basis. ity cntrlled the influence f HC n the mdeled sea-salt H mre than either enrichment by secndary acids r the ambient cncentratin f HC in the range redicted. The imrtance f HCI t the tt f sea-salt articles has been nted by revius authrs [Keene and Savie, 998, 999], as has the imrtance f relative humidity and liquid water cntent [Winkler, 986; Zhu et al., 992]. Whereas the H f the acidic accumulatin-mde articles was a weak increasing functin f relative humidity, the H f the carse-mde articles was a strng decreasing functin f relative humidity. Other runs with rttyical aersl slutins at tyical ACE aersl and gas cncentratins indicated that the H f NH4HSO4(s) slutins increased with increasing relative humidity, regardless f whether the gas-aersl artitining f NH 3 was cnsidered. Hwever, the redicted H f NaCl(s) and NaCl(s)-NH4HSO4(s) slutins increased with increasing relative humidity when the gas-aersl artitining f HC was neglected, but decreased with increasing relative humidity when the gas-aersl artitining f HC was cnsidered. Using a mdel that included HC artitining, Chameides and Stelsn [992] als redicted decreasing H f bulk marine aersls with increasing relative humidity Imact f each gas n H. Overall, mdeled equilibrium H was determined by the cmsitin f the aersl in each size bin, as well as the interactin with ambient gases. The rle f these tw influences in the ideal and sea-salt samles was searated by calculating the H resulting frm indeendent equilibrium with each gas (Figure 4). When the ideal samle was equilibrated with NH 3 alne, the mst acidic size bins were slightly neutralized as initial NH 3 was K, l d. 3 Ll, :... ' When equilibratcd with u r... 3 at,an,.,, ' " the nitric acid was distributed mre unifrmly relative t sea salt (see Figures 8 and 9), lwering H in the larger size bins. When equilibrated with HC alne, the H f the smallest tw size bins remained lw, while all f the larger size bins reached a unifrm H that was determined by the interactin with relative humidity and ambient HC. The small aersls emitted HC, raising H, whereas the larger aersls absrbed HC, lwering it. Because f the additinal imrtance f relative humidity t sea-salt H, the equilibrium f HC with the sea-salt samle was als calculated as a functin f relative humidity (Figure 5). The H was a strng functin f relative humidity thrughuthe range f HC, but was mre weakly deendent un HC abve arximately 5 t. Since mst measurements indicate that tyical marine HC levels exceed 5 t (see references in sectin 2.2), these results suggesthat relative humidity may be the mst imrtant determinant f equilibrium sea-salt H. Cmaring the equilibrium H values in Figure with thse in Figures 4 and 5 gives insight int the tential H f nnequilibrium marine article ulatins. Freshly emitted sea-salt articles are likely t begin with a H f 7-9. Interactin with HC at a given relative humidity may then lwer H t as little as 2, deending un relative humidity and ambient HC. Micrnsized sea-salt articles rbably reach equilibrium H, while the largest articles may r may nt attain this H in their lifetimes. Only significant SO4 2- wuld lwer H further t -2, which may ccur nly fr submicrn articles Cmarisn with ther estimates f H. In the accumulatin mde the H redicted in this wrk was generally -2, within the range f- t 3 that has been reviusly estimated r bserved in clean marine envirnments (Table ). In the carse mde the equilibrium H redicted here was 2-5, verlaing the range f 3- that has been bserved r estimated in clean marine envirnments. The existing ranges f estimated H are heavily deendent un the mdels that have been alied. In articular, the mdel treatment and redicted cncentratin f HC was fund t be critical t the carse-mde H estimated here. Of the fur mdels that have been alied t estimate carse marine aersl H in clean envirnments, Katshevski et al. [999] did nt cnsider HCI dynamics, btaining H values f 6-, similar t the H redicted here in fresh sea sray r at very lw HC (Figure 5). The remaining three mdels did cnsider the artitining f HC, but als redicted higher H values, cnsistent with thse estimated here at lwer HCI cncentratins. Chameides and Stelsn [992] redicted H values >8, but did nt rert HC; Ericksn et al. [999] redicted H values f 5-8 and <5 t HC; and Vgt et al. [996] redicted H values f 5-6 and -2 t HC at 76% relative humidity. In summary, the equilibrium carsemde H values redicted in this wrk aear t be cnsistent with ther estimates when the rle f HC is cnsidered. 5. Cnclusins The gas-aersl artitining f ammnium, nitrate, and chlride during the ACE I exeriment was analyzed by cmaring ß - ß ß I... I... I... I... I... t, - ß - ß Relative humidity (%) Figure 3. Calculated H in the 3.4-m size bin as a functin f ambient relative humidity.

14 7,338 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H ideal with NH 3 ideal with HNO 3 lo ideal with HCI 5 = 5 5 Ol D (m) D (m) D ( m) sea salt with Nl l sea salt with HI O 3 3 lo lo sea salt with H I D (m) D ( m) D ( m) v v v Figure 4. Calculated H f ideal and ure sea-salt samles in equilibrium indeendently with NH 3, HNO 3, and HC at initial gas cncentratins f zer (dtted lines), the bserved r estimated values (dashed lines), and duble the bserved r estimated values (slid lines). equilibrium mdel results with measurements. The abve analysis surts the fllwing general cnclusins:. All aersls aeared likely t be in equilibrium with NH 3 based n cmarisn f bservatins with redictins and analysis f gas-aersl equilibratin times. Particles were sensitive t increased NH 3, absrbing at least 2% f additinal gas when initial NH 3 was dubled. Mdel results indicated that u t 3% f NH4 + resent under ambient cnditins may have been vlatilized during the samling rcess. 2. Submicrn and micrn-sized aersls were likely in equilibrium with HNO 3, but the largest articles aeared t be undersaturated. Particles were sensitive t increased HNO 3 and were caable f absrbing essentially all additinal gas when initial HNO 3 was dubled. 3. Smaller articles aeared likely t be in equilibrium with HC, whereas larger articles may r may nt have been, based un calculated gas-aersl equilibratin times. Emissin f HC due t dislacement by secndary acids was rbably nearly cmlete (clse t equilibrium) since secndary acids were cncentrated in the smallest articles and the smallest articles were likely t achieve equilibrium quickly. 4. The estimated equilibrium H f the accumulatin-mde aersls was -2, whereas the estimated equilibrium H f the HC (t) 95% RH % RH... 55% RH Figure 5. Calculated H f the sea-salt samle as a functin f initial HC and relative humidity. carse-mde aersls was 2-5. The H f sea sray may have varied in the range f 7-9 fr fresh articles dwn t 2 fr aged articles at high relative humidity and high HC. Under ACE cnditins the mdeled equilibrium H f the accumulatinmde articles was rimarily a functin f the amunt f sulfates resent relative t sea salt. By cntrast, the mdeled equilibrium H f the carse-mde articles was rimarily a functin f HC cncentratin and relative humidity. While it was ssible t draw cnclusins frm the available data based n the results f sensitivity tests, the mdel remained uncnstrained by the bservatins in several imrtant ways. With resect accumulatin-mde H and NH 3 equilibrium, the mdel was sensitive t assumtins regarding aersl mixing state. Hygrscicity data gathered n the Discverer at 65 m indicated that an external mixture was ften resent at that diameter, but n data were gathered at larger sizes [Berg et al., 998]. Additinal data n aersl mixing state u t at least m in diameter wuld have rvided an imrtant mdel cnstraint. With resect t carse-mde H and HNO 3 and HC equilibrium, data fr bth gas secies wuld clearly have r- vided imrtant cnstraints. Cnstraining chlrine is cmlicated by the fact that carse-mde aersl H may be quite sensitive t HC, but the ttal chlrine in the system is dminated by CI-, which rbably cannt be measured mre recisely withut sacrificing time and size reslutin f the aersl measurements. Acknwledgments. This material is based un wrk surted under a Natinal Science Fundatin Graduate Fellwshi, Natinal Science Fundatin agreements ATM and ATM-9648, and Natinal Aernautics and Sace Administratin agreement NIP--3. We are grateful t the fllwing researchers fr rviding ACE data: Patricia Quinn (article inic mass and NH 3 data), Timthy Bates and James Jhnsn (meterlgical and radn data), and Richard Feely (CO 2 data). References Abbatt, J.P. D., and G. C. G. Waschewsky, Hetergeneus interactins f HOBr, HNO 3, and NO 2 with deliquescent NaC aersls at rm temerature, J. Phys. Chem. A, 2, , 998. Allen, A. G., A. L. Dick, and B. M. Davisn, Surces f atmsheric methanesulhnate, nn-sea-salt sulhate, nitrate, and related secies ver the temerate Suth Pacific, Atms. Envirn., 3, 9-25, 997. Ayers, G. P., R. W. Gillett, J. M. Cainey, and A. L. Dick, Chlride and brmide lss frm sea-salt articles in Suthern Ocean air, J. Atms. Chem., 33,299-39, 999.

15 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H 7,339 Barger, W. R., and W. D. Garrett, Surface active rganic material in the marine atmshere, J. Gehys. Res., 75, , 97. Bates, T. S., B. J. Huebert, J. L. Gras, F. B. Griffiths, and P. A. Durkee, Internatinal Glbal Atmsheric Chemistry (IGAC) Prject's First Aersl Characterizatin Exeriment (ACE ): Overview, J. Gehys. Res., 3, 6,297-6,38, 998a. Bates, T. S., V. N. Kaustin, P. K. Quinn, D. S. Cvert, D. J. Cffman, C. Mari, P. A. Durkee, W. J. DeBruyn, and E. S. Saltzman, Prcesses cntrlling the distributin f aersl articles in the lwer marine bundary layer during the First Aersl Characterizatin Exeriment (ACE ),J. Gehys. Res., 3, 6,369-6,383, 998b. Berg, O. H., E. Swietlicki, and R. Krejci, Hygrscic grwth f aersl articles in the marine bundary layer ver the Pacific and Suthern Oceans during the First Aersl Characterizatin Exeriment (ACE ),J. Gehys. Res., 3, 6,535-6,545, 998. Chameides, W. L., and A. W. Stelsn, Aqueus-hase chemical rcesses in deliquescent sea-salt aersls: A mechanism that cules the atmsheric cycles f S and sea salt, J. Gehys. Res., 97, 2,565-2,58, 992. Clegg, N. A., and R. Tumi, Sensitivity f sulhur dixide xidatin in sea salt t nitric acid and ammnia gas hase cncentratins, J. Gehys. Res., 2, 23,24-23,249, 997. Clegg, S. L., and P. Brimblecmbe, The slubility f methanesulhnic acid and its imlicatins fr atmsheri chemistry, Envirn. Technl. Lett., 6, , 985. Clegg, S. L., P. B. Brimblecmbe, and A. S. Wexler, Thermdynamic mdel f the system H+-NH4+-Na+-SO42 -NO3--C--H2 at K, J. Phys. Chem., 2, 5-27, 998. Cvingtn, A. K., R. A. Rbinsn, and R. Thmsn, Osmtic and activity cefficients fr aqueus methane sulfnic acid slutins at øc, J. Chem. Eng. Data, 8, , 973. Ericksn, D. J., III, C. Seuzaret, W. C. Keene, and S. L. Gng, A general circulatin mdel based calculatin f HC and CNO 2 rductin frm sea-salt dechlrinatin: Reactive Chlrine Emissins Inventry, J. Gehys. Res., 4, , 999. Fitzgerald, J. W., Marine aersls: A review, Atms. Envirn., Part A,, , 99. Graedel, T. E., and W. C. Keene, Trsheric budget f reactive chlrine, Glbal Bigechem. Cycles, 9, 47-77, 995. Gras, J. L., and G. P. Ayers, Marine aersl at midlatitudes, J. Gehys. Res., 88,,66-,666, 983. Hrvath, H., Atmsheric light absrtin--a review, Atms. Envirn., PartA, 27, , 993. Jacb, D., Cmment n "The htchemistry f a remte stratifrm clud" by William Chameides, J. Gehys. Res., 9, 5864, 985. Jacbsn, M. Z., Fundamentals f Atmsheric Mdeling, 656., Cambridge University Press, New Yrk, 999a. Jacbsn, M. Z., Studying the effects f calcium and magnesium n sizedistributed nitrate and ammnium with EQUISOLV II, Atms. Envirn., 33, , 999b. Jnes, A., and A. Sling, Climate mdel studies f sulfate aersls and cluds, Phils. Trans. R. Sc. Lndn, Ser. B, 352,22-228, 997. Kajii, Y., H. Akimt, Y. Kmazaki, S. Tanaka, H. Mukai, K. Muran, and J. T. Merrill, Lng-range transrt f zne, carbn mnxide, and acidic trace gases at Oki Island, Jaan, during PEM-West B/PEACAMPOT B camaign, J. Gehys. Res., 2, 28,637-28,649, 997. Katshevski, D., A. Nenes, and J. H. Seinfeld, A study f rcesses that gvern the maintenance f aersls in the marine bundary layer, J. Aersl Sci., 3, , 999. Keene, W. C., and D. L. Savie, The H f deliquesced sea-salt aersl in lluted marine air, Gehys. Res. Lett.,, , 998. Keene, W. C., and D. L. Savie, Crrectin t "The H f deliquesced sea-salt aersl in lluted marine air," Gehys. Res. Lett., 26, 35-36, 999. Keene, W. C., J. R. Maben, A. A. P. Pszenny, and J. N. Gallway, Measurementechnique fr inrganic chlrine gases in the marine bundary layer, Envirn. Sci. Technl., 27, , 993. Keene, W. C., R. Sander, A. A. P. Pszenny, R. Vgt, P. J. Crutzen, and J. N. Gallway, Aersl H in the marine bundary layer: A review and mdel evaluatin, J. Aersl Sci., 29, , 998. Kreidenweis, S. M., L. M. McInnes, and F. J. Brechtel, Observatins f aersl vlatility and elemental cmsitin at Macquarie Island during the First Aersl Characterizatin Exeriment (ACE ), J. Gehys. Res., 3, 6,5-6,524, 998. Matsumt, K., I. Naga, H. Tanaka, H. Miyaji, T. Iida, and Y. Ikebe, Seasnal characteristics f rganic and inrganic secies and their size distributins in atmsheric aersls ver the nrthwest Pacific Ocean, Atms. Envirn., 32, , 998. Mclnnes, L. M., D. S. Cvert, P. K. Quinn, and M. S. Germani, Measurements f chlride deletin and sulfur enrichment in individual sea-salt articles cllected frm the remte marine bundary layer, J. Gehys. Res., 99, , 994. Meng, Z., and J. H. Seinfeld, Time scales t achieve atmsheric gasaersl equilibrium fr vlatile secies, Atms. Envirn., 3, , 996. Middlebrk, A.M., D. M. Murhy, and D. S. Thmsn, Observatins f rganic material in individual marine articles at Cae Grim during the First Aersl Characterizatin Exeriment (ACE ), J. Gehys. Res., 3, 6,475-6,483, 998. Murhy, D. M., J. R. Andersn, P. K. Quinn, L. M. Mclnnes, F. J. Brechtel, S. M. Kreidenweis, A.M. Middlebrk, M. P6sfai, D. S. Thmsn, and P. R. Buseck, Influence f sea-salt n aersl radiative rerties in the Suthern Ocean marine bundary layer, Nature, 392, 62-65, 998. O'Dwd, C. D., M. H. Smith, I. E. Cnsterdine, and J. A. Lwe, Marine aersl, sea-salt, and the marine sulhur cycle: A shrt review, Atms. Envirn., 3, 73-8, 997. Pakkanen, T. A., Study f frmatin f carse article nitrate aersl, Atms. Envirn., 3, , 996. Paenbrck, T., F. Stuhl, K. P. Mtiller, and J. Rudlh, Measurement f gaseus HNO 3 ver the Atlantic Ocean, J. Atms. Chem., 5, , 992. Parung, F. P., C. T. Nagamt, J. Rsinski, and P. L. Haagensn, A study f marine aersls ver the Pacific Ocean, J. Atms. Chem., 4, , 986. P6sfai, M., J. R. Andersn, and P. R. Buseck, Cmsitinal variatins f sea-salt-mde aersl articles frm the Nrth Atlantic, J. Gehys. Res.,, 23,63-23,74, 995. Prser, J. M., and D. L. Savie, Effect f cntinental surces n nitrate cncentratins ver the Pacific Ocean, Nature, 339, , 989. Pszenny, A. A. P., W. C. Keene, D. J. Jacb, S. Fan, J. R. Maben, M. P. Zetw, M. Sringer-Yung, and J. N. Gallway, Evidence f inrganic chlrine gases ther than hydrgen chlride in marine surface air, Gehys. Res. Lett., 2, , 993. Quinn, P. K., and D. J. Cffman, Lcal clsure during the First Aersl Characterizatin Exeriment (ACE ): Aersl mass cncentratin and scattering and backscattering cefficients, J. Gehys. Res., 3, 6,575-6,596, 998. Quinn, P. K., and D. J. Cffman, Cmment n "Cntributin f different aersl secies t the glbal aersl extinctin tical thickness: Estimates frm mdel results" by I. Tegen et al., J. Gehys. Res., 4, , 999. Quinn, P. K., W. E. Asher, and R. J. Charlsn, Equilibria f the marine multihase ammnia system, J. Atms. Chem., 4, -3, 992. Quinn, P. K., D. J. Cffman, V. N. Kaustin, T. S. Bates, and D. S. Cw ert, Aersl tical rerties in the marine bundary layer during the First Aersl Characterizatin Exeriment (ACE ) and the underlying chemical and hysical aersl rerties, J. Gehys. Res., 3, 6,547-6,563, 998. Sander, R., and P. J. Crutzen, Mdel study indicating halgen activatin and zne destructin in lluted marine air masses transrted t the sea, J. Gehys. Res.,, , 996. Seinfeld, J. H., and S. N. Pandis, Atmsheric Chemistry and Physics, 326., Jhn Wiley, New Yrk, 998. Sievering, H., J. Batman, E. Grman, Y. Kim, L. Andersn, G. Ennis, M. Luria, and S. Pandis, Remval f sulhur frm the marine bundary layer by zne xidatin in sea-salt aersls, Nature, 36, , 992. Singh, H. B., Halgens in the atmsheric envirnment, in Cmsitin, Chemistry, and Climate f the Atmshere, edited by H. B. Singh,. 26-, Van Nstrand Reinhld, New Yrk, 995. Slinn, S. A., and W. G. N. Slinn, Predictins fr article desitin n natural waters, Atms. Envirn., 4, 3-6, 98. Stumm, W., and J. J. Mrgan, Aquatic Chemistry, 22., Jhn Wiley, New Yrk, 996. Swartz, E., Q. Shi, P. Davidvits, J. T. Jayne, D. R. Wrsn, and C. E. Klb, Utake f gas-hase ammnia. 2. Utake by sulfuric acid surfaces, J. Phys. Chem. A, 3, , 999. ten Brink, H. M., Reactive utake f HNO 3 and H2SO 4 in sea-salt (NaC) articles, J. Aersl Sci., 29, 57-64, 998. Vgt, R., P. J. Crutzen, and R. Sander, A mechanism fr halgen release frm sea-salt aersl in the remte marine bundary layer, Nature, 383, , 996.

16 7,34 FRIDLIND AND JACOBSON: GAS-AEROSOL EQUILIBRIUM AND AEROSOL H Whittlestne, S., J. L. Gras, and S. T. Siems, Surface air mass rigins during the First Aersl Characterizatins Exeriment (ACE ), J. Gehys. Res., 3, 6,34-6,35, 998. Winkler, P., Relatins between aersl acidity and in balance, in Chemistry f Multihase Atmsheric Systems, edited by W. Jaeschke, , Sringer-Verlag, New Yrk, 986. Zhang, Y., C. Seigneur, J. H. Seinfeld, M. Z. Jacbsn, S. L. Clegg, and F. S. Binkwski, A cmarative review f inrganic aersl thermdynamic equilibrium mdules: Similarities, differences, and their likely causes, rert, Crd. Res. Cunc., Inc., Atlanta, Ga., 998. Zhu, X., J. M. Prser, F. J. Miller, D. L. Savie, and G. W. Brass, The slubility f ferric in in marine mineral aersls at ambient relative humidities, Mar. Chem., 38, 9-7, 992. A.M. Fridlind and M. Z. Jacbsn, Deartment f Civil and Envirnmental Engineering, Stanfrd University, Stanfrd, CA (fridlind@ stanfrd.edu; ce.stanfrd.edu) (Received Nvember, 999; revised March 24, 2; acceted March 28, 2.)

Key words Shock waves. Dusty gas. Solid particles. Shock jump relations. Mach number

Key words Shock waves. Dusty gas. Solid particles. Shock jump relations. Mach number Shck jum relatins fr a dusty gas atmshere Shck jum relatins fr a dusty gas atmshere R. K. Anand Deartment f Physics, University f Allahabad, Allahabad-00, India E-mail: anand.rajkumar@rediffmail.cm Abstract

More information

A.P. CHEMISTRY. SOLUTIONS AND ACID BASE CHEMISTRY. p 1

A.P. CHEMISTRY. SOLUTIONS AND ACID BASE CHEMISTRY. p 1 A.P. CHEMISTRY. SOLUTIONS AND ACID BASE CHEMISTRY. p 1 (Nte: questins 1 t 14 are meant t be dne WITHOUT calculatrs!) 1.Which f the fllwing is prbably true fr a slid slute with a highly endthermic heat

More information

Semester 2 AP Chemistry Unit 12

Semester 2 AP Chemistry Unit 12 Cmmn In Effect and Buffers PwerPint The cmmn in effect The shift in equilibrium caused by the additin f a cmpund having an in in cmmn with the disslved substance The presence f the excess ins frm the disslved

More information

Optimization of frequency quantization. VN Tibabishev. Keywords: optimization, sampling frequency, the substitution frequencies.

Optimization of frequency quantization. VN Tibabishev. Keywords: optimization, sampling frequency, the substitution frequencies. UDC 519.21 Otimizatin f frequency quantizatin VN Tibabishev Asvt51@nard.ru We btain the functinal defining the rice and quality f samle readings f the generalized velcities. It is shwn that the timal samling

More information

Supporting information

Supporting information Electrnic Supplementary Material (ESI) fr Physical Chemistry Chemical Physics This jurnal is The wner Scieties 01 ydrgen perxide electrchemistry n platinum: twards understanding the xygen reductin reactin

More information

CHEM 1001 Problem Set #3: Entropy and Free Energy

CHEM 1001 Problem Set #3: Entropy and Free Energy CHEM 1001 Prblem Set #3: Entry and Free Energy 19.7 (a) Negative; A liquid (mderate entry) cmbines with a slid t frm anther slid. (b)psitive; One mle f high entry gas frms where n gas was resent befre.

More information

CHAPTER PRACTICE PROBLEMS CHEMISTRY

CHAPTER PRACTICE PROBLEMS CHEMISTRY Chemical Kinetics Name: Batch: Date: Rate f reactin. 4NH 3 (g) + 5O (g) à 4NO (g) + 6 H O (g) If the rate f frmatin f NO is 3.6 0 3 ml L s, calculate (i) the rate f disappearance f NH 3 (ii) rate f frmatin

More information

NAME TEMPERATURE AND HUMIDITY. I. Introduction

NAME TEMPERATURE AND HUMIDITY. I. Introduction NAME TEMPERATURE AND HUMIDITY I. Intrductin Temperature is the single mst imprtant factr in determining atmspheric cnditins because it greatly influences: 1. The amunt f water vapr in the air 2. The pssibility

More information

University Chemistry Quiz /04/21 1. (10%) Consider the oxidation of ammonia:

University Chemistry Quiz /04/21 1. (10%) Consider the oxidation of ammonia: University Chemistry Quiz 3 2015/04/21 1. (10%) Cnsider the xidatin f ammnia: 4NH 3 (g) + 3O 2 (g) 2N 2 (g) + 6H 2 O(l) (a) Calculate the ΔG fr the reactin. (b) If this reactin were used in a fuel cell,

More information

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) > Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);

More information

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical

More information

Determination of ionic product constant of water (K w ) Handout 2014

Determination of ionic product constant of water (K w ) Handout 2014 Determinatin f inic rduct cnstant f water (K w ) andut 2014 Determinatin f inic rduct cnstant f water (Kw) frm equilibrium tential measurement f a hydrgen electrde Overview In this exeriment we use an

More information

Unit 11 Solutions- Guided Notes. What are alloys? What is the difference between heterogeneous and homogeneous mixtures?

Unit 11 Solutions- Guided Notes. What are alloys? What is the difference between heterogeneous and homogeneous mixtures? Name: Perid: Unit 11 Slutins- Guided Ntes Mixtures: What is a mixture and give examples? What is a pure substance? What are allys? What is the difference between hetergeneus and hmgeneus mixtures? Slutins:

More information

Thermodynamics Partial Outline of Topics

Thermodynamics Partial Outline of Topics Thermdynamics Partial Outline f Tpics I. The secnd law f thermdynamics addresses the issue f spntaneity and invlves a functin called entrpy (S): If a prcess is spntaneus, then Suniverse > 0 (2 nd Law!)

More information

Study Group Report: Plate-fin Heat Exchangers: AEA Technology

Study Group Report: Plate-fin Heat Exchangers: AEA Technology Study Grup Reprt: Plate-fin Heat Exchangers: AEA Technlgy The prblem under study cncerned the apparent discrepancy between a series f experiments using a plate fin heat exchanger and the classical thery

More information

lecture 5: Nucleophilic Substitution Reactions

lecture 5: Nucleophilic Substitution Reactions lecture 5: Nuclephilic Substitutin Reactins Substitutin unimlecular (SN1): substitutin nuclephilic, unimlecular. It is first rder. The rate is dependent upn ne mlecule, that is the substrate, t frm the

More information

Introduction to Three-phase Circuits. Balanced 3-phase systems Unbalanced 3-phase systems

Introduction to Three-phase Circuits. Balanced 3-phase systems Unbalanced 3-phase systems Intrductin t Three-hase Circuits Balanced 3-hase systems Unbalanced 3-hase systems 1 Intrductin t 3-hase systems Single-hase tw-wire system: Single surce cnnected t a lad using tw-wire system Single-hase

More information

General Chemistry II, Unit I: Study Guide (part I)

General Chemistry II, Unit I: Study Guide (part I) 1 General Chemistry II, Unit I: Study Guide (part I) CDS Chapter 14: Physical Prperties f Gases Observatin 1: Pressure- Vlume Measurements n Gases The spring f air is measured as pressure, defined as the

More information

Interactions between Tropical Convection and Its Environment: An Energetics Analysis of a 2D Cloud Resolving Simulation

Interactions between Tropical Convection and Its Environment: An Energetics Analysis of a 2D Cloud Resolving Simulation 1712 JOURNAL OF THE ATMOSPHERIC SCIENCES Interactins between Trical Cnvectin and Its Envirnment: An Energetics Analysis f a 2D Clud Reslving Simulatin XIAOFAN LI,* C.-H. SUI, AND K.-M. LAU NASA Gddard

More information

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site.

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site. Find this material useful? Yu can help ur team t keep this site up and bring yu even mre cntent cnsider dnating via the link n ur site. Still having truble understanding the material? Check ut ur Tutring

More information

ALE 21. Gibbs Free Energy. At what temperature does the spontaneity of a reaction change?

ALE 21. Gibbs Free Energy. At what temperature does the spontaneity of a reaction change? Name Chem 163 Sectin: Team Number: ALE 21. Gibbs Free Energy (Reference: 20.3 Silberberg 5 th editin) At what temperature des the spntaneity f a reactin change? The Mdel: The Definitin f Free Energy S

More information

How can standard heats of formation be used to calculate the heat of a reaction?

How can standard heats of formation be used to calculate the heat of a reaction? Answer Key ALE 28. ess s Law and Standard Enthalpies Frmatin (Reerence: Chapter 6 - Silberberg 4 th editin) Imprtant!! Fr answers that invlve a calculatin yu must shw yur wrk neatly using dimensinal analysis

More information

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion

Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals of Diffusion Materials Engineering 272-C Fall 2001, Lecture 7 & 8 Fundamentals f Diffusin Diffusin: Transprt in a slid, liquid, r gas driven by a cncentratin gradient (r, in the case f mass transprt, a chemical ptential

More information

Comparing Several Means: ANOVA. Group Means and Grand Mean

Comparing Several Means: ANOVA. Group Means and Grand Mean STAT 511 ANOVA and Regressin 1 Cmparing Several Means: ANOVA Slide 1 Blue Lake snap beans were grwn in 12 pen-tp chambers which are subject t 4 treatments 3 each with O 3 and SO 2 present/absent. The ttal

More information

AP CHEMISTRY CHAPTER 6 NOTES THERMOCHEMISTRY

AP CHEMISTRY CHAPTER 6 NOTES THERMOCHEMISTRY AP CHEMISTRY CHAPTER 6 NOTES THERMOCHEMISTRY Energy- the capacity t d wrk r t prduce heat 1 st Law f Thermdynamics: Law f Cnservatin f Energy- energy can be cnverted frm ne frm t anther but it can be neither

More information

, which yields. where z1. and z2

, which yields. where z1. and z2 The Gaussian r Nrmal PDF, Page 1 The Gaussian r Nrmal Prbability Density Functin Authr: Jhn M Cimbala, Penn State University Latest revisin: 11 September 13 The Gaussian r Nrmal Prbability Density Functin

More information

Investigation of a Single-Point Nonlinearity Indicator in the Propagation of High-Amplitude Jet Noise

Investigation of a Single-Point Nonlinearity Indicator in the Propagation of High-Amplitude Jet Noise 2th AIAA/CEAS Aeracustics Cnference (27th AIAA Aeracustics Cnference) 8 - May 26, Cambridge, Massachusetts AIAA 26-2529 Investigatin f a Single-Pint Nnlinearity Indicatr in the Pragatin f High-Amlitude

More information

Cairo University Faculty of Engineering. Outline

Cairo University Faculty of Engineering. Outline Outline. Definitins. Parameters 3. Cmressibility f Chesinless Sils (Sand and Gravel) 4. Cmressibility f Chesive Sil 5. The edmeter Test fr Cmressin Measurements 6. Swelling f Clay 7. Cllasibility f Sand

More information

COMPARISONS OF D/R MODELS OF EQUILIBRIUM ADSORPTION OF BINARY MIXTURES OF ORGANIC VAPORS ON ACTIVATED CARBONS

COMPARISONS OF D/R MODELS OF EQUILIBRIUM ADSORPTION OF BINARY MIXTURES OF ORGANIC VAPORS ON ACTIVATED CARBONS COMPARISONS OF D/R MODELS OF EQUILIBRIUM ADSORPTION OF BINARY MIXTURES OF ORGANIC VAPORS ON ACTIVATED CARBONS Gerry O. Wd Ls Alams Natinal Labratry, Mail St K-486, Ls Alams, NM 87545 E-mail: gerry@lanl.gv;

More information

2. Precipitation Chemistry Data

2. Precipitation Chemistry Data STIMATING TH ATMSPHRIC INT A WATRSH INPUT F PLLUTANTS PRRY J. SAMSN epartment f Atmspheric and ceanic Science, University f Michigan, Ann Arbr, All 4819-2143, U.S.A. (Received June 2, 1986; revised March

More information

Part One: Heat Changes and Thermochemistry. This aspect of Thermodynamics was dealt with in Chapter 6. (Review)

Part One: Heat Changes and Thermochemistry. This aspect of Thermodynamics was dealt with in Chapter 6. (Review) CHAPTER 18: THERMODYNAMICS AND EQUILIBRIUM Part One: Heat Changes and Thermchemistry This aspect f Thermdynamics was dealt with in Chapter 6. (Review) A. Statement f First Law. (Sectin 18.1) 1. U ttal

More information

Chapter 11: Atmosphere

Chapter 11: Atmosphere Chapter 11: Atmsphere Sectin 1: Atmspheric Basics Objectives 1. Describe the cmpsitin f the atmsphere. 2. Cmpare and cntrast the varius layers f the atmsphere. 3. Identify three methds f transferring energy

More information

A Chemical Reaction occurs when the of a substance changes.

A Chemical Reaction occurs when the of a substance changes. Perid: Unit 8 Chemical Reactin- Guided Ntes Chemical Reactins A Chemical Reactin ccurs when the f a substance changes. Chemical Reactin: ne r mre substances are changed int ne r mre new substances by the

More information

An Introduction to Matrix Algebra

An Introduction to Matrix Algebra Mdern Cntrl Systems, Eleventh Editin, by Richard C Drf and Rbert H. Bish. ISBN: 785. 8 Pearsn Educatin, Inc., Uer Saddle River, NJ. All rights reserved. APPENDIX E An Intrductin t Matrix Algebra E. DEFINITIONS

More information

Drought damaged area

Drought damaged area ESTIMATE OF THE AMOUNT OF GRAVEL CO~TENT IN THE SOIL BY A I R B O'RN EMS S D A T A Y. GOMI, H. YAMAMOTO, AND S. SATO ASIA AIR SURVEY CO., l d. KANAGAWA,JAPAN S.ISHIGURO HOKKAIDO TOKACHI UBPREFECTRAl OffICE

More information

THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC TESTS OF ELECTRONIC ASSEMBLIES

THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC TESTS OF ELECTRONIC ASSEMBLIES PREFERRED RELIABILITY PAGE 1 OF 5 PRACTICES PRACTICE NO. PT-TE-1409 THERMAL-VACUUM VERSUS THERMAL- ATMOSPHERIC Practice: Perfrm all thermal envirnmental tests n electrnic spaceflight hardware in a flight-like

More information

"NEET / AIIMS " SOLUTION (6) Avail Video Lectures of Experienced Faculty.

NEET / AIIMS  SOLUTION (6) Avail Video Lectures of Experienced Faculty. 07 NEET EXAMINATION SOLUTION (6) Avail Vide Lectures f Exerienced Faculty Page Sl. The lean exressin which satisfies the utut f this lgic gate is C = A., Whichindicates fr AND gate. We can see, utut C

More information

Lead/Lag Compensator Frequency Domain Properties and Design Methods

Lead/Lag Compensator Frequency Domain Properties and Design Methods Lectures 6 and 7 Lead/Lag Cmpensatr Frequency Dmain Prperties and Design Methds Definitin Cnsider the cmpensatr (ie cntrller Fr, it is called a lag cmpensatr s K Fr s, it is called a lead cmpensatr Ntatin

More information

Computational modeling techniques

Computational modeling techniques Cmputatinal mdeling techniques Lecture 4: Mdel checing fr ODE mdels In Petre Department f IT, Åb Aademi http://www.users.ab.fi/ipetre/cmpmd/ Cntent Stichimetric matrix Calculating the mass cnservatin relatins

More information

AP Chemistry Assessment 2

AP Chemistry Assessment 2 AP Chemistry Assessment 2 DATE OF ADMINISTRATION: January 8 January 12 TOPICS COVERED: Fundatinal Tpics, Reactins, Gases, Thermchemistry, Atmic Structure, Peridicity, and Bnding. MULTIPLE CHOICE KEY AND

More information

Thermodynamics and Equilibrium

Thermodynamics and Equilibrium Thermdynamics and Equilibrium Thermdynamics Thermdynamics is the study f the relatinship between heat and ther frms f energy in a chemical r physical prcess. We intrduced the thermdynamic prperty f enthalpy,

More information

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture Few asic Facts but Isthermal Mass Transfer in a inary Miture David Keffer Department f Chemical Engineering University f Tennessee first begun: pril 22, 2004 last updated: January 13, 2006 dkeffer@utk.edu

More information

EE247B/ME218: Introduction to MEMS Design Lecture 7m1: Lithography, Etching, & Doping CTN 2/6/18

EE247B/ME218: Introduction to MEMS Design Lecture 7m1: Lithography, Etching, & Doping CTN 2/6/18 EE247B/ME218 Intrductin t MEMS Design Lecture 7m1 Lithgraphy, Etching, & Dping Dping f Semicnductrs Semicnductr Dping Semicnductrs are nt intrinsically cnductive T make them cnductive, replace silicn atms

More information

Chem 163 Section: Team Number: ALE 24. Voltaic Cells and Standard Cell Potentials. (Reference: 21.2 and 21.3 Silberberg 5 th edition)

Chem 163 Section: Team Number: ALE 24. Voltaic Cells and Standard Cell Potentials. (Reference: 21.2 and 21.3 Silberberg 5 th edition) Name Chem 163 Sectin: Team Number: ALE 24. Vltaic Cells and Standard Cell Ptentials (Reference: 21.2 and 21.3 Silberberg 5 th editin) What des a vltmeter reading tell us? The Mdel: Standard Reductin and

More information

Projection Moiré Profilometry using Liquid Crystal Digital Gratings

Projection Moiré Profilometry using Liquid Crystal Digital Gratings 0th IMEKO TC4 ymsium n Braunschweig, GERMAY, 20, etember 2-4 Prjectin Miré Prfilmetry using iquid Crystal Digital Gratings Fumi Kbayashi, Center fr Otical Research and Educatin, Utsunmiya University; Yukitshi

More information

CHAPTER Read Chapter 17, sections 1,2,3. End of Chapter problems: 25

CHAPTER Read Chapter 17, sections 1,2,3. End of Chapter problems: 25 CHAPTER 17 1. Read Chapter 17, sectins 1,2,3. End f Chapter prblems: 25 2. Suppse yu are playing a game that uses tw dice. If yu cunt the dts n the dice, yu culd have anywhere frm 2 t 12. The ways f prducing

More information

Kinetic Model Completeness

Kinetic Model Completeness 5.68J/10.652J Spring 2003 Lecture Ntes Tuesday April 15, 2003 Kinetic Mdel Cmpleteness We say a chemical kinetic mdel is cmplete fr a particular reactin cnditin when it cntains all the species and reactins

More information

Heat is energy and is measured in joules (J) or kilojoules (kj). The symbol for heat is H.

Heat is energy and is measured in joules (J) or kilojoules (kj). The symbol for heat is H. Causes f Change Calrimetry Hw Des Energy Affect Change? Heat vs. Temerature HEAT TEMPERATURE Definitin: Deends n: Examles: Heat is energy and is measured in jules (J) r kiljules (kj). The symbl fr heat

More information

Chem 116 POGIL Worksheet - Week 4 Properties of Solutions

Chem 116 POGIL Worksheet - Week 4 Properties of Solutions Chem 116 POGIL Wrksheet - Week 4 Prperties f Slutins Key Questins 1. Identify the principal type f slute-slvent interactin that is respnsible fr frming the fllwing slutins: (a) KNO 3 in water; (b) Br 2

More information

Chapter 4. Unsteady State Conduction

Chapter 4. Unsteady State Conduction Chapter 4 Unsteady State Cnductin Chapter 5 Steady State Cnductin Chee 318 1 4-1 Intrductin ransient Cnductin Many heat transfer prblems are time dependent Changes in perating cnditins in a system cause

More information

Module 4: General Formulation of Electric Circuit Theory

Module 4: General Formulation of Electric Circuit Theory Mdule 4: General Frmulatin f Electric Circuit Thery 4. General Frmulatin f Electric Circuit Thery All electrmagnetic phenmena are described at a fundamental level by Maxwell's equatins and the assciated

More information

LCAO APPROXIMATIONS OF ORGANIC Pi MO SYSTEMS The allyl system (cation, anion or radical).

LCAO APPROXIMATIONS OF ORGANIC Pi MO SYSTEMS The allyl system (cation, anion or radical). Principles f Organic Chemistry lecture 5, page LCAO APPROIMATIONS OF ORGANIC Pi MO SYSTEMS The allyl system (catin, anin r radical).. Draw mlecule and set up determinant. 2 3 0 3 C C 2 = 0 C 2 3 0 = -

More information

Chapter 17: Thermodynamics: Spontaneous and Nonspontaneous Reactions and Processes

Chapter 17: Thermodynamics: Spontaneous and Nonspontaneous Reactions and Processes Chapter 17: hermdynamics: Spntaneus and Nnspntaneus Reactins and Prcesses Learning Objectives 17.1: Spntaneus Prcesses Cmparing and Cntrasting the hree Laws f hermdynamics (1 st Law: Chap. 5; 2 nd & 3

More information

( ) kt. Solution. From kinetic theory (visualized in Figure 1Q9-1), 1 2 rms = 2. = 1368 m/s

( ) kt. Solution. From kinetic theory (visualized in Figure 1Q9-1), 1 2 rms = 2. = 1368 m/s .9 Kinetic Mlecular Thery Calculate the effective (rms) speeds f the He and Ne atms in the He-Ne gas laser tube at rm temperature (300 K). Slutin T find the rt mean square velcity (v rms ) f He atms at

More information

Interference is when two (or more) sets of waves meet and combine to produce a new pattern.

Interference is when two (or more) sets of waves meet and combine to produce a new pattern. Interference Interference is when tw (r mre) sets f waves meet and cmbine t prduce a new pattern. This pattern can vary depending n the riginal wave directin, wavelength, amplitude, etc. The tw mst extreme

More information

DIFFERENT PHYSICAL PROPERTIES OF FEW AMINO ACIDS FOR FIVE DIFFERENT TEMPERATURES IN AQUEOUS SODIUM ACETATE SOLUTION

DIFFERENT PHYSICAL PROPERTIES OF FEW AMINO ACIDS FOR FIVE DIFFERENT TEMPERATURES IN AQUEOUS SODIUM ACETATE SOLUTION Internatinal Jurnal f Advanced Research in Engineering and Technlgy (IJARET) Vlume 0, Issue, January- February 209, pp. 8-87, Article ID: IJARET_0_0_07 Available nline at http://www.iaeme.cm/ijaret/issues.asp?jtype=ijaret&vtype=0&itype=0

More information

Verification of Quality Parameters of a Solar Panel and Modification in Formulae of its Series Resistance

Verification of Quality Parameters of a Solar Panel and Modification in Formulae of its Series Resistance Verificatin f Quality Parameters f a Slar Panel and Mdificatin in Frmulae f its Series Resistance Sanika Gawhane Pune-411037-India Onkar Hule Pune-411037- India Chinmy Kulkarni Pune-411037-India Ojas Pandav

More information

Partial Molar Volumes of Aluminium Chloride, Aluminium Sulphate and Aluminium Nitrate in Water-rich Binary Aqueous Mixtures of Tetrahydrofuran

Partial Molar Volumes of Aluminium Chloride, Aluminium Sulphate and Aluminium Nitrate in Water-rich Binary Aqueous Mixtures of Tetrahydrofuran ORIENTAL JOURNAL OF CHEMISTRY An Internatinal Open Free Access, Peer Reviewed Research Jurnal www.rientjchem.rg ISSN: 97-2 X CODEN: OJCHEG 214, Vl. 3, N. (4): Pg. 237-241 Partial Mlar Vlumes f Aluminium

More information

Chem 116 POGIL Worksheet - Week 3 - Solutions Intermolecular Forces, Liquids, Solids, and Solutions

Chem 116 POGIL Worksheet - Week 3 - Solutions Intermolecular Forces, Liquids, Solids, and Solutions Chem 116 POGIL Wrksheet - Week 3 - Slutins Intermlecular Frces, Liquids, Slids, and Slutins Key Questins 1. Is the average kinetic energy f mlecules greater r lesser than the energy f intermlecular frces

More information

The nature acids: taste sour bases: taste bitter, feel slippery

The nature acids: taste sour bases: taste bitter, feel slippery 7 Acids and bases The nature acids: taste sur bases: taste bitter, feel slippery Definitin Arrhenius (1859-197) acid and base (1887) Acid Prduces hydrgen ins (H + ) in aqueus slutin Base Prduces hydride

More information

Chapter 9 Chemical Reactions NOTES

Chapter 9 Chemical Reactions NOTES Chapter 9 Chemical Reactins NOTES Chemical Reactins Chemical reactin: Chemical change 4 Indicatrs f Chemical Change: (1) (2) (3) (4) Cnsist f reactants (starting materials) and prducts (substances frmed)

More information

General Chemistry II, Unit II: Study Guide (part 1)

General Chemistry II, Unit II: Study Guide (part 1) General Chemistry II, Unit II: Study Guide (part 1) CDS Chapter 21: Reactin Equilibrium in the Gas Phase General Chemistry II Unit II Part 1 1 Intrductin Sme chemical reactins have a significant amunt

More information

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site.

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site. Find this material useful? Yu can help ur team t eep this site up and bring yu even mre cntent cnsider dnating via the lin n ur site. Still having truble understanding the material? Chec ut ur Tutring

More information

Chapters 29 and 35 Thermochemistry and Chemical Thermodynamics

Chapters 29 and 35 Thermochemistry and Chemical Thermodynamics Chapters 9 and 35 Thermchemistry and Chemical Thermdynamics 1 Cpyright (c) 011 by Michael A. Janusa, PhD. All rights reserved. Thermchemistry Thermchemistry is the study f the energy effects that accmpany

More information

Estimation of Thermodynamic Properties and Ionic Equilibria of Cobalt Chloride Solution at 298 K

Estimation of Thermodynamic Properties and Ionic Equilibria of Cobalt Chloride Solution at 298 K Materials Transactins, Vl., N. () pp. 117 t 11 # The Japan Institute f Metals Estimatin f Thermdynamic Prperties and Inic Equilibria f Cbalt Chlride Slutin at 98 K Man-seung Lee 1 and Yung-j Oh 1 Department

More information

Session #22: Homework Solutions

Session #22: Homework Solutions Sessin #22: Hmewrk Slutins Prblem #1 (a) In the cntext f amrphus inrganic cmpunds, name tw netwrk frmers, tw netwrk mdifiers, and ne intermediate. (b) Sketch the variatin f mlar vlume with temperature

More information

CHAPTER 3 INEQUALITIES. Copyright -The Institute of Chartered Accountants of India

CHAPTER 3 INEQUALITIES. Copyright -The Institute of Chartered Accountants of India CHAPTER 3 INEQUALITIES Cpyright -The Institute f Chartered Accuntants f India INEQUALITIES LEARNING OBJECTIVES One f the widely used decisin making prblems, nwadays, is t decide n the ptimal mix f scarce

More information

Lecture 13: Electrochemical Equilibria

Lecture 13: Electrochemical Equilibria 3.012 Fundamentals f Materials Science Fall 2005 Lecture 13: 10.21.05 Electrchemical Equilibria Tday: LAST TIME...2 An example calculatin...3 THE ELECTROCHEMICAL POTENTIAL...4 Electrstatic energy cntributins

More information

In Flow Performance Relationship - IPR Curves

In Flow Performance Relationship - IPR Curves In Flw Perfrmance Relatinshi - IPR Curves The Inflw Perfrmance Relatinshi (IPR) fr a well is the relatinshi between the flw rate f the well and the flwing ressure f the well. In single hase flw this is

More information

BIT Chapters = =

BIT Chapters = = BIT Chapters 17-0 1. K w = [H + ][OH ] = 9.5 10 14 [H + ] = [OH ] =.1 10 7 ph = 6.51 The slutin is neither acidic nr basic because the cncentratin f the hydrnium in equals the cncentratin f the hydride

More information

Chem 115 POGIL Worksheet - Week 8 Thermochemistry (Continued), Electromagnetic Radiation, and Line Spectra

Chem 115 POGIL Worksheet - Week 8 Thermochemistry (Continued), Electromagnetic Radiation, and Line Spectra Chem 115 POGIL Wrksheet - Week 8 Thermchemistry (Cntinued), Electrmagnetic Radiatin, and Line Spectra Why? As we saw last week, enthalpy and internal energy are state functins, which means that the sum

More information

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart

Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Key Wrds: Autregressive, Mving Average, Runs Tests, Shewhart Cntrl Chart Perfrmance f Sensitizing Rules n Shewhart Cntrl Charts with Autcrrelated Data Sandy D. Balkin Dennis K. J. Lin y Pennsylvania State University, University Park, PA 16802 Sandy Balkin is a graduate student

More information

Measurement of Radial Loss and Lifetime. of Microwave Plasma in the Octupo1e. J. C. Sprott PLP 165. Plasma Studies. University of Wisconsin DEC 1967

Measurement of Radial Loss and Lifetime. of Microwave Plasma in the Octupo1e. J. C. Sprott PLP 165. Plasma Studies. University of Wisconsin DEC 1967 Measurement f Radial Lss and Lifetime f Micrwave Plasma in the Octup1e J. C. Sprtt PLP 165 Plasma Studies University f Wiscnsin DEC 1967 1 The number f particles in the tridal ctuple was measured as a

More information

Process Engineering Thermodynamics E (4 sp) Exam

Process Engineering Thermodynamics E (4 sp) Exam Prcess Engineering Thermdynamics 42434 E (4 sp) Exam 9-3-29 ll supprt material is allwed except fr telecmmunicatin devices. 4 questins give max. 3 pints = 7½ + 7½ + 7½ + 7½ pints Belw 6 questins are given,

More information

CHM 152 Practice Final

CHM 152 Practice Final CM 152 Practice Final 1. Of the fllwing, the ne that wuld have the greatest entrpy (if cmpared at the same temperature) is, [a] 2 O (s) [b] 2 O (l) [c] 2 O (g) [d] All wuld have the same entrpy at the

More information

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal

More information

arxiv:hep-ph/ v1 2 Jun 1995

arxiv:hep-ph/ v1 2 Jun 1995 WIS-95//May-PH The rati F n /F p frm the analysis f data using a new scaling variable S. A. Gurvitz arxiv:hep-ph/95063v1 Jun 1995 Department f Particle Physics, Weizmann Institute f Science, Rehvt 76100,

More information

Main Menu. SEG Houston 2009 International Exposition and Annual Meeting. Summary

Main Menu. SEG Houston 2009 International Exposition and Annual Meeting. Summary CO elcity Measurements and Mdels r Temperatures dwn t -10 C and up t 00 C and Pressures up t 100 MPa Min Sun* and De-hua Han, Rck Physics Lab, University Hustn Micheal Batzle, Clrad Schl Mines Summary

More information

The Retrieval of Planetary Boundary Layer Structure Using Ground-Based Infrared Spectral Radiance Measurements

The Retrieval of Planetary Boundary Layer Structure Using Ground-Based Infrared Spectral Radiance Measurements 323 The Retrieval f Planetary Bundary Layer Structure Using Grund-Based Infrared Sectral Radiance Measurements WILLIAM L. SMITH Atmsheric Sciences Divisin, NASA/Langley Research Center, Hamtn, Virginia

More information

A Polarimetric Survey of Radio Frequency Interference in C- and X-Bands in the Continental United States using WindSat Radiometry

A Polarimetric Survey of Radio Frequency Interference in C- and X-Bands in the Continental United States using WindSat Radiometry A Plarimetric Survey f Radi Frequency Interference in C- and X-Bands in the Cntinental United States using WindSat Radimetry Steven W. Ellingsn Octber, Cntents Intrductin WindSat Methdlgy Analysis f RFI

More information

ChE 471: LECTURE 4 Fall 2003

ChE 471: LECTURE 4 Fall 2003 ChE 47: LECTURE 4 Fall 003 IDEL RECTORS One f the key gals f chemical reactin engineering is t quantify the relatinship between prductin rate, reactr size, reactin kinetics and selected perating cnditins.

More information

5.4 Measurement Sampling Rates for Daily Maximum and Minimum Temperatures

5.4 Measurement Sampling Rates for Daily Maximum and Minimum Temperatures 5.4 Measurement Sampling Rates fr Daily Maximum and Minimum Temperatures 1 1 2 X. Lin, K. G. Hubbard, and C. B. Baker University f Nebraska, Lincln, Nebraska 2 Natinal Climatic Data Center 1 1. INTRODUCTION

More information

11. DUAL NATURE OF RADIATION AND MATTER

11. DUAL NATURE OF RADIATION AND MATTER 11. DUAL NATURE OF RADIATION AND MATTER Very shrt answer and shrt answer questins 1. Define wrk functin f a metal? The minimum energy required fr an electrn t escape frm the metal surface is called the

More information

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion .54 Neutrn Interactins and Applicatins (Spring 004) Chapter (3//04) Neutrn Diffusin References -- J. R. Lamarsh, Intrductin t Nuclear Reactr Thery (Addisn-Wesley, Reading, 966) T study neutrn diffusin

More information

How do scientists measure trees? What is DBH?

How do scientists measure trees? What is DBH? Hw d scientists measure trees? What is DBH? Purpse Students develp an understanding f tree size and hw scientists measure trees. Students bserve and measure tree ckies and explre the relatinship between

More information

Surface and Contact Stress

Surface and Contact Stress Surface and Cntact Stress The cncept f the frce is fundamental t mechanics and many imprtant prblems can be cast in terms f frces nly, fr example the prblems cnsidered in Chapter. Hwever, mre sphisticated

More information

SECTION I (Multiple Choice Questions)

SECTION I (Multiple Choice Questions) ANDHERI / BORIVALI / DADAR / CHEMBUR / THANE / MULUND/ NERUL / POWAI IIT JEE - 09 CRASH COURSE (MAIN) MARKS:90 TIME: 5 MIN. TOPIC: CHEMICAL & IONIC EQUILIBRIUM DATE:9//8 SECTION I (Multiple Chice Questins)

More information

Edexcel IGCSE Chemistry. Topic 1: Principles of chemistry. Chemical formulae, equations and calculations. Notes.

Edexcel IGCSE Chemistry. Topic 1: Principles of chemistry. Chemical formulae, equations and calculations. Notes. Edexcel IGCSE Chemistry Tpic 1: Principles f chemistry Chemical frmulae, equatins and calculatins Ntes 1.25 write wrd equatins and balanced chemical equatins (including state symbls): fr reactins studied

More information

Chapter 19. Electrochemistry. Dr. Al Saadi. Electrochemistry

Chapter 19. Electrochemistry. Dr. Al Saadi. Electrochemistry Chapter 19 lectrchemistry Part I Dr. Al Saadi 1 lectrchemistry What is electrchemistry? It is a branch f chemistry that studies chemical reactins called redx reactins which invlve electrn transfer. 19.1

More information

Least Squares Optimal Filtering with Multirate Observations

Least Squares Optimal Filtering with Multirate Observations Prc. 36th Asilmar Cnf. n Signals, Systems, and Cmputers, Pacific Grve, CA, Nvember 2002 Least Squares Optimal Filtering with Multirate Observatins Charles W. herrien and Anthny H. Hawes Department f Electrical

More information

6. Frequency Response

6. Frequency Response 6. Frequency esnse eading: Sedra & Sith: hater.6, hater 3.6 and hater 9 (MOS rtins, EE 0, Winter 0, F. Najabadi Tyical Frequency resnse an liier U t nw we have ignred the caacitrs. T include the caacitrs,

More information

Chapter 17 Free Energy and Thermodynamics

Chapter 17 Free Energy and Thermodynamics Chemistry: A Mlecular Apprach, 1 st Ed. Nivald Tr Chapter 17 Free Energy and Thermdynamics Ry Kennedy Massachusetts Bay Cmmunity Cllege Wellesley Hills, MA 2008, Prentice Hall First Law f Thermdynamics

More information

SUPPLEMENTARY MATERIAL GaGa: a simple and flexible hierarchical model for microarray data analysis

SUPPLEMENTARY MATERIAL GaGa: a simple and flexible hierarchical model for microarray data analysis SUPPLEMENTARY MATERIAL GaGa: a simple and flexible hierarchical mdel fr micrarray data analysis David Rssell Department f Bistatistics M.D. Andersn Cancer Center, Hustn, TX 77030, USA rsselldavid@gmail.cm

More information

How can standard heats of formation be used to calculate the heat of a reaction?

How can standard heats of formation be used to calculate the heat of a reaction? Name Chem 161, Sectin: Grup Number: ALE 28. Hess s Law and Standard Enthalpies Frmatin (Reerence: Chapter 6 - Silberberg 5 th editin) Imprtant!! Fr answers that invlve a calculatin yu must shw yur wrk

More information

GENERAL FORMULAS FOR FLAT-TOPPED WAVEFORMS. J.e. Sprott. Plasma Studies. University of Wisconsin

GENERAL FORMULAS FOR FLAT-TOPPED WAVEFORMS. J.e. Sprott. Plasma Studies. University of Wisconsin GENERAL FORMULAS FOR FLAT-TOPPED WAVEFORMS J.e. Sprtt PLP 924 September 1984 Plasma Studies University f Wiscnsin These PLP Reprts are infrmal and preliminary and as such may cntain errrs nt yet eliminated.

More information

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS 6. An electrchemical cell is cnstructed with an pen switch, as shwn in the diagram abve. A strip f Sn and a strip f an unknwn metal, X, are used as electrdes.

More information

More Tutorial at

More Tutorial at Answer each questin in the space prvided; use back f page if extra space is needed. Answer questins s the grader can READILY understand yur wrk; nly wrk n the exam sheet will be cnsidered. Write answers,

More information

Chapter 3: Cluster Analysis

Chapter 3: Cluster Analysis Chapter 3: Cluster Analysis } 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries } 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA

More information

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site.

Find this material useful? You can help our team to keep this site up and bring you even more content consider donating via the link on our site. Find this material useful? Yu can help ur team t keep this site up and bring yu even mre cntent cnsider dnating via the link n ur site. Still having truble understanding the material? Check ut ur Tutring

More information

Lesson 8: Types of Matter

Lesson 8: Types of Matter NOTES Name: Date: Class: Lessn 8: Types f Matter Matter: anything that has and takes up Examples f matter: Examples that are NOT matter: _ 1 Pure substances: Elements and Cmpunds a material that has a

More information