Plant-microbe interaction of Serratia marcescens and Scirpus mucronatus on phytoremediation of gasoline contaminated soil

Size: px
Start display at page:

Download "Plant-microbe interaction of Serratia marcescens and Scirpus mucronatus on phytoremediation of gasoline contaminated soil"

Transcription

1 Intrntionl Journl of ChmTh Rsrh CODEN( USA): IJCRGG ISSN : Vol.6, No.1, pp , Jn-Mrh 2014 Plnt-miro intrtion of Srrti mrsns n Sirpus murontus on phytormition of gsolin ontmint soil Asi Fhil Almnsoory 1,4, *, Mushrifh Iris 2, Siti Rozimh Shikh Aullh 3 n Nurin Anur 3 1 Shool of Environmntl n Nturl Rsour Sins, Univrsiti Kngsn Mlysi, UKM Bngi, Slngor, Mlysi. 2 Tsik Chini Rsrh Cntr, Fulty of Sin n Thnology, Univrsiti Kngsn Mlysi, UKM Bngi, Slngor, Mlysi. 3 Dprtmnt of Chmil n Pross Enginring, Fulty of Enginring n Built Environmnt, Univrsiti Kngsn Mlysi, UKM Bngi, Slngor, Mlysi. 4 Dprtmnt of Biology, Sin ollg, Bsrh Univrsity, Irq. *Corrs. Author: sin.lmnsoory@yhoo.om Astrt: Th im of this stuy ws to invstigt th plnt-miro intrtion of Srrti mrsns isolts in phytormition of gsolin ontmint soil using plnt ulrush of Sirpus murontus. Th xprimnt inlu ontrol plnt n thr phytormition trtmnts, with gsolin s hyroron pollutnt mol t iffrnt gsolin onntrtions (0, 5, 10 n 30 g/kg) in soil, h with 10% (v/v) of S. mrsns. Th ry n wt wights of th plnts slightly inrs on xposur to gsolin for 42 ys. Th highst wt wight in 10 g/kg gsolin ws g t 72 ys whil ry wight mount 35.6 g. In th 5 g/kg n 30 g/kg gsolin onntrtions, th wt wights wr 43.4 g n 10.8 g with 13.1 g n 6.3 g for ry wight rsptivly. Th phytormition trtmnt using S. mrsns in 10 g/kg gsolin show th highst totl ptrolum hyroron (TPH) rmovl ftr 72 ys of xposur of 89.5% ompr to only 55.0% in th orrsponing unplnt ontrol. Th mximum TPH rmovls in th othr two phytormition trtmnts (5 n 30 g/kg gsolin) wr 84.4 n 83.3%, rsptivly, whil th vrg rmovl in th orrsponing ontrol trtmnts wr 56.3 n 54.2% rsptivly. This inits tht th iogrtion pross y S. mrsns ply signifint rol in th trtmnt. Hn, th synrgy intrtion twn S. murontus n th tri n nfiil in rmition of hyroron in gsolin ontmint soil. Kywor: Phytormition, Sirpus muruntus, TPH, gsolin ontmint soil n Srrti mrsns.

2 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp Introution Th us of plnts n miroorgnisms ssoit in rhizosphr to nhn iogrtion of ptrolum hyroron pollutnts in th soil hs gin inrsing ptn intrntionlly s vil thnology to ln up ontmint soils [1,2]. Miroil tivity is ssntil to nutrint yling in soils, n orgni pollutnts hv fft on soil miroorgnisms [3]. This intrtion twn root xuts n th miro orgnisms populting th rhizosphr hs n shown to nhn grtion of hyroron ontminnts n oul hv potntil for improving phytormition [4, 5, 6]. Growth of plnt n vlopmnt rlt with th toxiity of hyrorons with low molulr wight, furthrmor, hyrophoi proprtis of hyroron ru th ility of plnts n miroorgnisms to sor wtr n nutrints from th soil [7]. Plnts n miros rquir wtr n nutrints from th nvironmnt [8]. Phytormition is ffiint to rmov hyroron ontmint soil sin it n provi th pproprit nvironmnt for oth plnt n ssoit miroorgnisms. Ths proprtis suh s ph, orgni mttr, tion xhng pity n strutur n fft on plnt growth n vlopmnt [6]. Th fft of ptrolum hyroron ontminnts on plnt n miroorgnisms in soil my of hlp in ssssing th rovry potntil of soil [3]. Rhizormition is typ of miroil ssist phytormition, hs shown on of th most sussful mns y whih plnts n influn th grtion of ptrolum hyroron ontminnts [9]. Aoring to [4] n [5] th growth of root oxitiv grtion of ptrolum hyrorons n stimult y promoting soil rtion tht nhns th prtnrship twn root xuts n th miroorgnisms iogrtion. In th rhizosphr, miroil tivity is nhn y th hlth of th plnt whih ffts on th hlth of th rhizosphr n th ntir phytormition systm [8]. Th pplition of sussful rhizormition is pnnt on th pity of ontminnt grrs or plnt growth promoting miros [10]. Th miroil rmovl of ontminnts in th soil through two mthos of iogrtion n miroil uptk for iogrtion tri mit hmil trnsformtion of orgni ompoun whil miroil uptk is th irt rmovl of th ontminnt y soring ompouns to th mmrn surf [8]. Numrs of miroil inrs in th rhizosphr of plnt [11]. On of th most importnt rquisit to rhizormition of hyroron ontminnt soils is tht plnts r l to grmint n om stlish in th prsn of ontminnts [9]. Th ims of this stuy wr to trmin th plnt-miro intrtion of S. mrsns in gsolin ontmint soil to nhn gsolin grtion through goo prtnrship with ulrush of Sirpus muruntus uring phytormition pross. Mtrils n Mthos Exprimntl Dsign for Phytotoxiity Tst Th xprimnt ws onut in grnhous lot t Univrsiti Kngsn Mlysi. Th glss quri wr us for th phytotoxiity tst. Eh qurium with imnsions of m (L W D) ws fill with 30 kg soil s mixtur of 75: 25 (w/w) grn soil: sn. All th quri wr prpr simultnously n run in prlll. Th prpr gsolin onntrtions of 5,10 n 50 g gsolin/kg. Soil with h of th gsolin onntrtions ws plnt with 20 plnts of th slt plnt, S. murontus whih ws lso sown in ontrol xprimnt using soil without gsolin. Thr rplits pr trt qurium n nothr unplnt qurium for ontrol ontminnts (CC), in ition to nothr qurium without th gsolin ontminnt s plnt ontrol (PC). Stnr gsolin otin from lol Ptrons ptrol sttion ws mix with ton (R&M Chmils, U.K.) s solvnt in th rtio of 1:1 (v/v) n prpr t iffrnt onntrtions (5, 10 n 30 g/kg). Aftr sprying th mixtur soil, it ws stirr until homognous n thn lft to plnting. 20 thr-months-ol hlthy S. murontus plnts wr trnsplnt into h qurium ontining gsolin t iffrnt onntrtions. All xprimntl plnts wr wtr with ionis wtr t fix lult volum. Th ulk nsity of th soil ws 100 g soil mixtur pr 26 ml. Smpling ws onut on y 0, 7, 14, 28, 42 n 72. Dtrmintion of physiohmil proprtis To osrv th hngs in wtr qulity, th physiohmil prmtrs of issolv oxygn (DO, mg/l), oxition rution potntil (ORP, mv) n ph wr ror, using n IQ 150 (IQ Sintifi Instrumnts, UK) multi-pro for ph, ORP n DO snsor (GLI Intrntionl, Mol 63, USA).

3 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp Plnt growth Th growth of S. murontus ws osrv for 72 ys t iffrnt gsolin onntrtions (0, 5, 10 n 30 g/kg). On plnt ws hrvst on h smpling y (Dy 0, 7, 14, 28, 42 n 72) from th thr rplits of h gsolin onntrtions. Th plnts wr rins with tp wtr n sprt into lowr prt (from th stm uri in th soil to th tip of th longst rootlt) n uppr prt (lvs n stm). All prts wr msur grvimtrilly to trmin thir iomss through oth wt n ry wights [12]. All plnt smpls wr ri in n ovn (Mmmrt, Grmny) t 70ºC for 72 h until onstnt mss ws rh to giv th ry wight [4]. Biogumnttion Btri with Soil This isolt S. mrsns ws ollt from prvious stunts n intifi using iohmil n PCR thniqu. Inoulum t 10% (v/v) of ws mix with ulk nsity of wtr in th soil mixtur n to th plnt sit glss sin ontining gsolin ontmint soil. Th ulk nsity of th soil ws 26 ml pr 100 g of th soil mixtur, whil th wight of th soil mixtur in th glss sin ws 30 kg. So, th volum of wtr in th glss sin is 7800 ml. Ths tri grow in th liqui mi ontining Totl Soy Broth (TSB) shk for 24 h t 150 rpm n 37 ºC. Th ition of th tri to th soil mixtur in n mount of 10% (v/v) tri ws to h qurium. Miroil plt ounts Th miroil popultion ws otin from th soil tht ws firmly tth to th rhizosphr zon. Th popultion of liv tri in th rhizosphr of plnts trt with gsolin-ontmint soil ws trmin through sril ilution mtho. Initilly, 10 g of rhizosphr soil ws hrvst n to 100 ml stril istill wtr to otin 10 2 ilutions [12]. This mixtur ws shkn t 150 rpm for 1 h to rls hring miroorgnisms. Susqunt ilutions up to 10 4 fol wr prpr n 100 µl of h of thr ilutions (10 2, 10 3, n 10 4 ) ws plt on stril plts ontining nutrint gr mium y th pltpouring mtho. Th plts wr invrt n inut t 37ºC for 24 h for th tril olonis wr ount n xprss s olony forming units (CFU) pr ml. Colonis ws ount for plts tht hv mor thn 30 n lss thn 300. Th numr of olonis ount ws multipli y th riprol of th ilution n th mount plt n th rsults wr xprss s CFU/mL [4, 14]. Extrtion of totl ptrolum hyroron in soil mixtur Thr rplits of spik mium wr smpl t h smpling prio. Collt smpls wr stor in glss ottls n kpt t 4 o C prior to nlysis. Approximtly 10 g of h smpl ws pl in 100 ml flsk from h qurium on th sm smpling y for ll trtmnts to xtrt totl ptrolum hyroron (TPH). Th TPH in smpls ws xtrt ultrsonilly using solvnt xtrtion mtho [15, 16]. Soil smpls wr ri y mixing with soium sulpht (N 2 SO 4 ) n ltr pl in 100 ml Shott ottl with 50 ml ihloromthn (DCM) (R&M Chmils, U.K.) n th ottl ws gitt in n Ultrsoni Clnr (Thrmo-10D, U.S.A.) for 30 min t 50ºC. Th suprntnt ws filtr through glss wool. Th xtrts wr onntrt n wr lft in th fum hoo for 3 4 ys to llow th solvnt to vport ompltly, ftr whih, 1.5 ml DCM ws n th xtrts wr stor in gs hromtogrphy (GC) vils. Anlysis of totl ptrolum hyroron Th smpl xtrts wr nlys y gs hromtogrphy flm ionistion ttor (GC FID, Agilnt Thnologis, Mol 7890A, UK) with HP-5 5% phnyl mthyl siloxn olumn (30 m 0.32 mm i miron) with hlium s th rrir gs. Th olumn tmprtur ws progrmm to rmin t 50ºC for 1 min, n thn rmp t 15 C pr min to 320ºC for 10 min. Th prntg of TPH grtion on h smpling y ws trmin y iviing th iffrn of th urrnt TPH vlus y th initil TPH vlu in soil. Th prntg of TPH rmovl in soil on h smpling y ws trmin using Eq. (1): TPH TPH = (1) TPH 0 t %Rmovl 100 0

4 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp Whr TPH 0 = totl ptrolum hyroron on smpling y 0 n TPH t = totl ptrolum hyroron on h smpling y. Rsults n Disussion Dtrmintion of physiohmil prmtrs Th slt physiohmil prmtrs wr ror throughout th phytotoxiity tst for h gsolin onntrtions in two trtmnts plnt n unplnt (Figur 1).Gnrlly, th ph, ORP n DO rs slightly uring th xposur prio. During th 72 ys of th xprimnt, th ph rng twn 6.4 n 7.5 for plnt quri n twn 5.2 n 6.7 for unplnt quri. Th onitions of xprimnts, th roi or nroi, n istinguish with DO n ORP msurmnts. For th plnt n unplnt trtmnts, th DO rng twn 1.2 n 7.2 mg/l, th ORP twn 7.13 n mv. Th rsing DO rings init tht th trtmnt nvironmnt ws noxi onitions. Furthrmor, msurmnts th ORP for ll gsolin onntrtions wr in th roi n noxi rng. [17] Dmonstrt tht th ition of hyrorons to th soil ltr th soil ph n th onitions of th phytotoxiity tst n lss s noxi/nroi, s th onntrtion of issolv oxygn ws vry limit. Plnt rsponss to th gsolin ontminnt Th plnts growing throughout 72 ys in soil mixtur irrigt with gsolin ontmint soil intrt with tri show ovious iffrns in pprn ompr with thos in th orrsponing ontrols (S. murontus without th ontminnt n tri) (Figur 2). No plnt th ws ror with gsolin onntrtions. Howvr, th growth of S. murontus ws inrs with th gsolin onntrtions, initing tht th plnt growth n vlopmnt ws om ttr u to plnts n thir ssoit tri intrt with h othr in plnt trtmnts [6]. Th iomss of S. murontus inrs in th gsolin phytormition trtmnt. Th wt wight iomss of S. murontus t th n of th xposur prio t onntrtion 10g/kg rh ± 1.7 g n ws lmost th wt wight iomss of S. murontus in orrsponing ontrol only (36.4 ±.97 g) (Figur 2 i n ii). This sitution my hv ourr u to th ition of th tri tht t n nhn th growth. Howvr, th plnt iomss inrs until 42 ys in 5 g/kg n 30g/kg for wt mount wr 47.5 g n 15.6 g ut for ry wight t 18.9 g n 6.3 g rsptivly. Svrl prvious stuis show similr rsults. [18] Rport P, rss, n pnsy plnts hv inrs mounts of totl priority ptrolum romti hyroron xtrt from soil y mor thn 17% uring 68 ys. Bs on stuy y [14] lrgr ffiiny in th rmition nhn with th lrgst growth of tri in rhizosphr whn ttmpt plnt Rhizophor mngl L. n osrv lrgr growth of plnts xpos to ontmint simnts y hyroron ftr 3 months of phytormition. Miroil plt ount Th miroil popultion in S. murontus rhizosphr zon ws vlut t iffrnt gsolin onntrtions (0, 5, 10 n 30 g/kg) s shown in (Figur 3). It ws foun tht th gsolin pollutnt nhn th miroil popultion n inrss its ivrsity. Th grtion of hyrorons minly pns on th pilitis of th miroorgnisms in th surrouning rhizosphr [5] During th xprimnt, miroil popultions in th ontrol qurium wr signifintly lowr thn thos in th quri with gsolin onntrtions of 5, 10 n 30 g/kg. Gnrlly, th tril popultion in th trtmnts with iffrnt of gsolin onntrtions inrs until 42 ys, n thn strt to rs to th n of th 72 y prio of xposur. Th popultion of rhizotri in th plnt ontrol qurium without ontmintion (0 mg/l) ws to CFU ml 1 soil t from y 0 to 42, n ws oviously lowr thn tht in th trtmnts with iffrnt gsolin onntrtions. In othr wors, th popultion of tri in quri irrigt with gsolinontmint soil ws lrly highr thn in th ontrol qurium. Similrly, th popultion of tri in trtmnts with th highst gsolin onntrtion of 30g/kg mount to to CFU ml 1 soil t from y 0 to 42, whih ws similr with gsolin onntrtion of 5 n 10g/kg. Th tril popultion in th trtmnt with lowst gsolin onntrtion of 5g/kg mount from to CFU ml 1 soil

5 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp uring 42 ys of trtmnt. Th growth of tri in 10 g/kg ws highr thn othr onntrtions tht mount 2.4 x 10 4 to CFU ml 1 soil. Figur 1. : Physil prmtr vritions in th phytotoxiity tst with S. murontus using gsolin s th ontminnt g/kg 5g/kg 10g/kg 30g/kg Gsolin onntrtions in soil Wt wight (grm) f f (i) f

6 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp (ii) Dry wight (grm) g/kg 5g/kg 10g/kg 30g/kg Gsolin onntrtions in soil Figur 2.: Growth rspons prmtrs: (i) wt wight, (ii) ry wight in th phytotoxiity tst of S. murontus using gsolin s th ontminnt. Error rs init th stnr vition (n = 3). Th mns mong iffrnt gsolin onntrtions follow y th sm lttr ( ) wr not signifintly iffrnt t p < Log (CFU/mL) g/kg 5g/kg 10g/kg 30g/kg Dy Figur 3. : Totl ount of th tril popultion uring th 72 ys of th xprimnt omprison of th miroil popultions in th ontrol n with iffrnt gsolin onntrtions of 5, 10 n 30g/kg. TPH Rmovl in Soil To otin mor informtion out grtion of gsolin in th soil mixtur ws onut in (Figur 4) shows grtion n rmovl ovr 72 ys for th thr iffrnt gsolin onntrtions trtmnts plnt n unplnt(5g/kg, 10g/kg n 30 g/kg). Th rmovl ffiiny of gsolin ontminnt in most trtmnts ws signifintly iffrnt twn ll onntrtions n smpling ys (7, 14, 28, 42 n 72). Th mximum TPH grtion rmovl in soil mixtur of 87.5% ourr with gsolin onntrtion of 10g/kg ftr 72 ys of trtmnt, whil th vrg rmovl in its orrsponing ontrol trtmnt ws only 55 %. Similrly, th grtion rts with gsolin onntrtions of 5 n 30 g/kg wr 84.5 n 83.3%, rsptivly, whil th vrg rmovl in th orrsponing ontrol trtmnts ws 56.3 n 54.2%, rsptivly. Th onvrgn of rsults inits th ility of tri S. mrsns prtnrship with plnt S. murontus to nhn grtion of TPH n surviv in ths thr gsolin onntrtions.

7 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp Sttistil nlysis ws prform twn trtmnts plnt n unplnt t h smpling tim for ll gsolin onntrtions s illustrt in (Figur 4). Th rmovl TPH grtion in ll onntrtions signifintly (p < 0.05) iffrnt twn plnt n unplnt (orrsponing ontrol). Du to th intrtion twn slt tri n plnts th hyrorons wr mtoliz. Th min mhnism to rmovl TPH in phytormition of ontmint soils is ssum to rhizogrtion, th stimultion of tri in th rhizosphr zon to gr n nhn rmovl of TPH [19]. In ontrol soil mixtur my lso th onsqun of iogrtion y inignous miroorgnisms [4] Th phytormition of TPH, spilly in soil on mny stuis oring to [20], th rmovl of isl from soil ontmint with 15,000 mg/kg isl y Sirpus triqutr ws n 72.62% plnt n unplnt, rsptivly. [21] Rport our rsults show tht ivrs plnt spis growing in hyroron ontmint soil with miroil popultions, whih my impt upon th ility of plnts to promot th grtion of spifi typs of hyrorons. Th grtion of TPH y Mirilis jlp n show tht th vrg ffiiny to rmov TPH ovr 127-y ultur prio ws high, up to %, whil th rmovl rt y nturl ttnution ws only % [4]. [22] Show tril inoultion in phytormition nhns plnt rsistn to th ontminnt strss n inrss thir limtion rt n iomss formtion. Similrly hyroron grtion y tri nhn plnt iomss proution n HC grtion [23]. Th synrgisti tion of th plnts n tril inoultion rhizogrtion of hyroron xhiit mor ffiint s ompr to miroil rmition n phytormition [24]. Figur 4.: Dgrtion prntg in soil mixtur xtrtion y S. murontus xpos to gsolin ontmintion t5 g/kg, 10 g/kg n 30 g/kg. Brs init th stnr rror of thr rplits (n = 3). Lttr A: sttistilly signifint gsolin rmovl from soil twn two trtmnts plnt n unplnt ws rprsnt (p < 0.05). Conlusions Th tolrn of plnts to soil ontmintion y gsolin onntrtions ftr 72 monstrt tht S. murontus hs th ility to surviv n provi suitl onitions for rhizotri to gr hyrorons t ll invstigt gsolin onntrtions (5, 10 n 30g/kg). Th ry n wt wight of th plnt slightly inrs on xposur to gsolin t 42 in 5g/kg n 30 g/kg. Th highst wt wight in onntrtion 10 g/kg g t 72 whil ry wight mount 35.6 g. In th 5g/kg n 30 g/kg mount for 43.4g n 10.8g ws wt ut ry wight t13.1g n 6.3g rsptivly. Bs on soil xtrtion, th highst TPH rmovl rt ws 87.5%, in omprison to th rmovl rt y th orrsponing unplnt ontrols of only 55%.Th rmovl rts with gsolin onntrtions of 5 n 30 g/kg wr 84.5 n 83.3%, rsptivly, whil th

8 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp vrg rmovl in th orrsponing ontrol trtmnts ws 56.3 n 54.2%, rsptivly. This inits tht th iogrtion pross ply rol in th trtmnt with 10% rhizotri. Aknowlgmnt Th uthors woul lik to thnk th Univrsiti of Kngsn Mlysi (UKM) n th Tsik Chini Rsrh Cntr for supporting this rsrh projt unr FRGS grnt (FRGS ). W lso knowlg th Irqi Ministry of Highr Eution n Sintifi Rsrh for proviing otorl sholrship for th first uthor. Rfrns 1. Grhrt, K.E., Hung, X.-D., Glik, B.R., Grnrg, B.M., Phytormition n rhizormition of orgni soil ontminnts: potntil n hllngs.plnt Si. 176, Gskin, S.E., Bnthm, R.H., Rhizormition of hyroron-ontmint soil using Austrlin ntiv grsss. Si. Totl Environ. 408: Lu, V.; Gri, C. n Hrnnz, T Efft of hyroron pollution on th miroil proprtis of sny n ly soil. Chmosphr 66: Png, S., Zhou, Q., Ci, Z., Zhng, Z., Phytormition of ptrolum ontmint soils y Mirilis jlp L. in grnhous plot xprimnt. J. Hzr. Mtr. 168, Lu, S., Tng, Y., Wng, J., Sun, Z., Enhnmnt of pyrn rmov from ontmint soils y Bins mximowizin. Chmosphr 81, Khn, S.; Afzl, M.; Iql, S.; Khn, Q. M Plnt tri prtnrships for th rmition of hyroron ontmint soils. Chmosphr. 90: Kthi, S., n Khn, A. B., Phytormition pprohs to PAH ontmint soil. Inin Journl of Sin n Thnology. 4. ISSN: MPhrson, A Monitoring Phytormition of Ptrolum Hyroron Contmint Soils in Clos n Controll Environmnt. Thsis Sumitt to th Collg of Grut Stuis n Rsrh.Th Dgr of Mstrs of Sin. P MKinnon, G. n Dunn, H.J Phytotoxiity of rnh ylohxns foun in th voltil frtion of isl ful on grmintion of slt grss spis. Chmosphr 90: Zhng, Z., Zhou, Q., Png, S. n Ci, Z Rmition of ptrolum ontmint soils y joint tion of Phritis nil L. n its miroil ommunity. Sin of th Totl Environmnt 408(22): Kirk, J.L., Klironomos, J.N., L, H. n Trvors, J.T Th ffts of prnnil rygrss n lflf on miroil unn n ivrsity in ptrolum ontmint soil. Environmntl Pollution 133: Ogo E.M., Tunu, A. n U R Phytotoxiity ssy of isl ful-spik sustrts rmit with Plurotus turrgium using Z mys. Intrntionl Journl of Appli Rsrh in Nturl Prouts 3 (2): Prsott, L.M., Hrly, J.P., Lortory Exriss in Miroiology, fifth. MGrw-Hill Compnis, Klin DA. 14. Morir, I., Olivir, O., Triguis, J., Sntos, A., Quiroz, A., Mrtins, C., Silv, C., Jsus, R., Phytormition using Rhizophor mngl L. in mngrov simnts ontmint y prsistnt totl ptrolum hyrorons (TPHs). Mirohm. J. 99, Su, Y.-H. n Zhu, Y.-G Uptk of slt PAHs from ontmint soils y ri slings (Oryz stiv) n influn of rhizosphr on PAH istriution. Environmntl Pollution 155(2): Tng, J., Wng, M., Wng, F., Sun, Q. n Zhou, Q Eotoxiity of ptrolum hyroron ontmint soil. Journl of Environmntl Sins 23(5): Tng, J., Lu, Z.; Sun, Q.; Zhu, W Aging fft of ptrolum hyrorons in soil unr iffrnt ttnution onitions. Agriultur, Eosystms n Environmnt 149:

9 Asi Fhil Almnsoory t l /Int.J. ChmTh Rs.2014,6(1),pp List, H. H. n Prutz, I Plnt prformn, ioxygns-xprssing rhizosphr tri n iogrtion of wthr hyrorons in ontmint soil. Chmosphr 62: Ci, Z., Zhou, Q., Png, S., Li, K., Promot iogrtion n miroiologil ffts of ptrolum hyrorons y Imptins lsmin L. with strong nurn. J. Hzr. Mtr. 183, Liu,T.; Hou. J.; Zuo, Y.; Bi, Z. & Jing, J Isoltion n hrtriztion of iosurftnt prouing trium from Dqing oil-ontmint sits. Afr. Journl Miroiol. Rs. 5(21): Phillips, L. A.; Grmi, J. J.; Frrll, R. E. & Grr, C. W Hyroron grtion potntil n tivity of ntophyti tri ssoit with priri plnts. Soil Biology & Biohmistry 40: Murtov, A.Y., Goluv, S., Wittnmyr, L., Dmitriv, T., Bonrnkov, A.,Hirh, F., Mrh, W., Turkovsky, O., Efft of th polyyli romti hyroron phnnthrn on root xution of Sorghum iolor (L.) Monh. Environ. Exp. Bot. 66, Yousf, S., Afzl, M., Rihnur, T.G., Bry, C.L., Sssitsh, A., Hyroron grtion, plnt oloniztion n gn xprssion of lkn grtion gns y nophyti Entrotr luwigii strins. Environ. Pollut. 159: Afzl, M., Yousf, S., Rihnur, T.G., Sssitsh, A Th inoultion mtho ffts oloniztion n prformn of tril inoulnt strins in th phytormition of soil ontmint with isl oil. Int. J. Phytorm. 14: *****

Dinitrogen fixation and residue nitrogen of different managed legumes and nitrogen uptake of subsequent winter wheat

Dinitrogen fixation and residue nitrogen of different managed legumes and nitrogen uptake of subsequent winter wheat Dinitrogn fixtion n rsiu nitrogn of iffrnt mng lgums n nitrogn uptk of susqunt wintr wht R. Logs 1, A. Ksk 2 n F. Tu 2 1 Dprtmnt of Orgni Frming, Univrsity of Kil, 2 Dprtmnt of Grss n Forg Sin, Univrsity

More information

CSE 373: AVL trees. Warmup: Warmup. Interlude: Exploring the balance invariant. AVL Trees: Invariants. AVL tree invariants review

CSE 373: AVL trees. Warmup: Warmup. Interlude: Exploring the balance invariant. AVL Trees: Invariants. AVL tree invariants review rmup CSE 7: AVL trs rmup: ht is n invrint? Mihl L Friy, Jn 9, 0 ht r th AVL tr invrints, xtly? Disuss with your nighor. AVL Trs: Invrints Intrlu: Exploring th ln invrint Cor i: xtr invrint to BSTs tht

More information

Soil water content during and after plant growth influence nutrient availability and microbial biomass

Soil water content during and after plant growth influence nutrient availability and microbial biomass Journl of Soil Sin n Plnt Nutrition, 217, 17 ( 3), 72-715 RESEARCH ARTICLE Soil wtr ontnt uring n ftr plnt growth influn nutrint vilility n miroil iomss Rn Xu 1, 2, Yuying Shn 1, Ptr Mrshnr 2 1 Stt Ky

More information

CORRELATION ANALYSIS OF NUTRIENTS, ENZYMES, AND MICROBIAL BIOMASS IN SOILS WITH PHENOLICS OF Artemisia annua L.

CORRELATION ANALYSIS OF NUTRIENTS, ENZYMES, AND MICROBIAL BIOMASS IN SOILS WITH PHENOLICS OF Artemisia annua L. Pk. J. Agri. Si., Vol. 56(1), 171-178; 219 ISSN (Print) 552-934, ISSN (Onlin) 276-96 DOI:1.21162/PAKJAS/19.565 http://www.pkjs.om.pk CORRELATION ANALYSIS OF NUTRIENTS, ENZYMES, AND MICROBIAL BIOMASS IN

More information

TURFGRASS DISEASE RESEARCH REPORT J. M. Vargas, Jr. and R. Detweiler Department of Botany and Plant Pathology Michigan State University

TURFGRASS DISEASE RESEARCH REPORT J. M. Vargas, Jr. and R. Detweiler Department of Botany and Plant Pathology Michigan State University I TURFGRASS DISEASE RESEARCH REPORT 9 J. M. Vrgs, Jr. n R. Dtwilr Dprtmnt f Btny n Plnt Pthlgy Mihign Stt Univrsity. Snw Ml Th 9 snw ml fungii vlutin trils wr nut t th Byn Highln Rsrt, Hrr Springs, Mihign

More information

A Low Noise and Reliable CMOS I/O Buffer for Mixed Low Voltage Applications

A Low Noise and Reliable CMOS I/O Buffer for Mixed Low Voltage Applications Proings of th 6th WSEAS Intrntionl Confrn on Miroltronis, Nnoltronis, Optoltronis, Istnul, Turky, My 27-29, 27 32 A Low Nois n Rlil CMOS I/O Buffr for Mix Low Voltg Applitions HWANG-CHERNG CHOW n YOU-GANG

More information

WATER STRESS AFFECTS THE GERMINATION, EMERGENCE AND GROWTH OF DIFFERENT SORGHUM CULTIVARS

WATER STRESS AFFECTS THE GERMINATION, EMERGENCE AND GROWTH OF DIFFERENT SORGHUM CULTIVARS SINET: Ethiop. J. Si., 28(2):119 128, 25 Fulty of Sin, is Univrsity, 25 ISSN: 379 2897 WTER STRESS FFECTS THE GERMINTION, EMERGENCE ND GROWTH OF DIFFERENT SORGHUM CULTIVRS Wonimu yu 1, N.F.G. Rthmn 2,

More information

Module graph.py. 1 Introduction. 2 Graph basics. 3 Module graph.py. 3.1 Objects. CS 231 Naomi Nishimura

Module graph.py. 1 Introduction. 2 Graph basics. 3 Module graph.py. 3.1 Objects. CS 231 Naomi Nishimura Moul grph.py CS 231 Nomi Nishimur 1 Introution Just lik th Python list n th Python itionry provi wys of storing, ssing, n moifying t, grph n viw s wy of storing, ssing, n moifying t. Bus Python os not

More information

(2) If we multiplied a row of B by λ, then the value is also multiplied by λ(here lambda could be 0). namely

(2) If we multiplied a row of B by λ, then the value is also multiplied by λ(here lambda could be 0). namely . DETERMINANT.. Dtrminnt. Introution:I you think row vtor o mtrix s oorint o vtors in sp, thn th gomtri mning o th rnk o th mtrix is th imnsion o th prlllppi spnn y thm. But w r not only r out th imnsion,

More information

Effects of Weed Control Methods on the Growth and Yield of Cowpea (Vigna unguiculata (L.) Walp) under Rain-Fed Conditions of Owerri

Effects of Weed Control Methods on the Growth and Yield of Cowpea (Vigna unguiculata (L.) Walp) under Rain-Fed Conditions of Owerri Amrin-Eursin J. Agri. & Environ. Si., 1 (11): 146-1430, 01 ISSN 1818-6769 IDOSI Pulitions, 01 DOI: 10.589/iosi.js.01.1.11.1791 Effts of W Control Mthos on th Growth n Yil of Cowp (Vign unguiult (L.) Wlp)

More information

The Influence of Rhizobium and Arbuscular Mycorrhizal Fungi on Nitrogen and Phosphorus Accumulation by Vicia faba

The Influence of Rhizobium and Arbuscular Mycorrhizal Fungi on Nitrogen and Phosphorus Accumulation by Vicia faba Annls of Botny 94: 251 258, 24 oi:1.193/o/mh135, vill onlin t www.o.oupjournls.org Th Influn of Rhizoium n Arusulr Myorrhizl Fungi on Nitrogn n Phosphorus Aumultion y Vii f YINSUO JIA, VINCENT MYLES GRAY*

More information

Why the Junction Tree Algorithm? The Junction Tree Algorithm. Clique Potential Representation. Overview. Chris Williams 1.

Why the Junction Tree Algorithm? The Junction Tree Algorithm. Clique Potential Representation. Overview. Chris Williams 1. Why th Juntion Tr lgorithm? Th Juntion Tr lgorithm hris Willims 1 Shool of Informtis, Univrsity of Einurgh Otor 2009 Th JT is gnrl-purpos lgorithm for omputing (onitionl) mrginls on grphs. It os this y

More information

Effect of cadmium supply levels to cadmium accumulation by Salix

Effect of cadmium supply levels to cadmium accumulation by Salix Int. J. Environ. Si. Th., 8 (3), 493-5, Summr 211 ISSN 1735-1472 IRSEN, CEERS, IAU T. Ling t l. Efft of mium supply lvls to mium umultion y Slix T. Ling; *R. Jun; Y. Fngk 1 Shool of Environmntl n Muniipl

More information

12. Traffic engineering

12. Traffic engineering lt2.ppt S-38. Introution to Tltrffi Thory Spring 200 2 Topology Pths A tlommunition ntwork onsists of nos n links Lt N not th st of nos in with n Lt J not th st of nos in with j N = {,,,,} J = {,2,3,,2}

More information

THE EFFECT OF SEED AND SOIL APPLIED SYSTEMIC INSECTICIDES ON APHIDS IN SORGHUM. Texas Agricultural Experiment Station, Nueces County, 2000

THE EFFECT OF SEED AND SOIL APPLIED SYSTEMIC INSECTICIDES ON APHIDS IN SORGHUM. Texas Agricultural Experiment Station, Nueces County, 2000 THE EFFECT OF SEED AND SOIL APPLIED SYSTEMIC INSECTICIDES ON APHIDS IN SORGHUM Txs Agriulturl Exprimnt Sttion, Nus County, 2000 Roy D. Prkr Extnsion Entomologist Corpus Cristi, Txs SUMMARY: Grnug, yllow

More information

Paul E. Nyren, Qingwu Xue, Ezra Aberle, Gordon Bradbury, Eric Eriksmoen, Mark

Paul E. Nyren, Qingwu Xue, Ezra Aberle, Gordon Bradbury, Eric Eriksmoen, Mark Composition n Proution of Prnnil Grsss for Bioful Proution in Cntrl n Wstrn North Dkot 2 1 3 4 5 Pul E. Nyrn, Qingwu Xu, Ezr Arl, Goron Brury, Eri Eriksmon, Mrk 6 7 7 2 2 2 Hlvorson, Kris Nihols, Mrk Liig,

More information

ph controlled assembly of a polybutadiene poly(methacrylic acid) copolymer in water: packing considerations and kinetic limitations

ph controlled assembly of a polybutadiene poly(methacrylic acid) copolymer in water: packing considerations and kinetic limitations Supplmtry Mtril (ESI) for Soft Mttr This jourl is Th Royl Soity of hmistry 2009 p otroll ssmly of polyuti poly(mthryli i) opolymr i wtr pkig osirtios kiti limittios hristi Fryhough, Athoy J. Ry, Giuspp

More information

CSE 373: More on graphs; DFS and BFS. Michael Lee Wednesday, Feb 14, 2018

CSE 373: More on graphs; DFS and BFS. Michael Lee Wednesday, Feb 14, 2018 CSE 373: Mor on grphs; DFS n BFS Mihl L Wnsy, F 14, 2018 1 Wrmup Wrmup: Disuss with your nighor: Rmin your nighor: wht is simpl grph? Suppos w hv simpl, irt grph with x nos. Wht is th mximum numr of gs

More information

Numbering Boundary Nodes

Numbering Boundary Nodes Numring Bounry Nos Lh MBri Empori Stt Univrsity August 10, 2001 1 Introution Th purpos of this ppr is to xplor how numring ltril rsistor ntworks ffts thir rspons mtrix, Λ. Morovr, wht n lrn from Λ out

More information

Journal of Solid Mechanics and Materials Engineering

Journal of Solid Mechanics and Materials Engineering n Mtrils Enginring Strss ntnsit tor of n ntrf Crk in Bon Plt unr Uni-Axil Tnsion No-Aki NODA, Yu ZHANG, Xin LAN, Ysushi TAKASE n Kzuhiro ODA Dprtmnt of Mhnil n Control Enginring, Kushu nstitut of Thnolog,

More information

Effect of Salinity Stress on Seed Germination Catharanthus roseus Don. Cvs. Rosea and Alba

Effect of Salinity Stress on Seed Germination Catharanthus roseus Don. Cvs. Rosea and Alba Asin Journl of Agriulturl Sins 4(2): 117-121, 212 ISSN: 241-389 Mxwll Sintifi Orgniztion, 212 Sumitt: Novmr 21, 211 Apt: Dmr 27, 211 Pulish: Mrh 26, 212 Efft of Slinity Strss on S Grmintion Cthrnthus rosus

More information

ECE COMBINATIONAL BUILDING BLOCKS - INVEST 13 DECODERS AND ENCODERS

ECE COMBINATIONAL BUILDING BLOCKS - INVEST 13 DECODERS AND ENCODERS C 24 - COMBINATIONAL BUILDING BLOCKS - INVST 3 DCODS AND NCODS FALL 23 AP FLZ To o "wll" on this invstition you must not only t th riht nswrs ut must lso o nt, omplt n onis writups tht mk ovious wht h

More information

QUESTIONS BEGIN HERE!

QUESTIONS BEGIN HERE! Points miss: Stunt's Nm: Totl sor: /100 points Est Tnnss Stt Univrsity Dprtmnt of Computr n Informtion Sins CSCI 710 (Trnoff) Disrt Struturs TEST for Fll Smstr, 00 R this for strtin! This tst is los ook

More information

Yield and arsenate uptake of arbuscular mycorrhizal tomato colonized by Glomus mosseae BEG167 in As spiked soil under glasshouse conditions

Yield and arsenate uptake of arbuscular mycorrhizal tomato colonized by Glomus mosseae BEG167 in As spiked soil under glasshouse conditions Yil n rsnt uptk of rusulr myorrhizl tomto oloniz y Glomus moss BEG167 in As spik soil unr glsshous onitions Liu, Y., Zhu, Y. G., Chn, B. D., Christi, P., & Li, X. L. (25). Yil n rsnt uptk of rusulr myorrhizl

More information

EE1000 Project 4 Digital Volt Meter

EE1000 Project 4 Digital Volt Meter Ovrviw EE1000 Projt 4 Diitl Volt Mtr In this projt, w mk vi tht n msur volts in th rn o 0 to 4 Volts with on iit o ury. Th input is n nlo volt n th output is sinl 7-smnt iit tht tlls us wht tht input s

More information

1 Introduction to Modulo 7 Arithmetic

1 Introduction to Modulo 7 Arithmetic 1 Introution to Moulo 7 Arithmti Bor w try our hn t solvin som hr Moulr KnKns, lt s tk los look t on moulr rithmti, mo 7 rithmti. You ll s in this sminr tht rithmti moulo prim is quit irnt rom th ons w

More information

Contamination of water is a serious environmental problem as it

Contamination of water is a serious environmental problem as it ORIGINAL ARTICLE Btriologil ssssmnt o rivr Jtgng, lot in Inin Himly, with rrn to physio-hmil n ssonl vritions unr nthropogni prssur: s stuy Nihi Aishvry 1, Muksh Kumr Mlviy 1, Ashish Tm, Priynk Sti 1,

More information

MANAGEMENT OF DISEASES OF INFLORESCENCE OF MANGO

MANAGEMENT OF DISEASES OF INFLORESCENCE OF MANGO MANAGEMENT OF DISEASES OF INFLORESCENCE OF MANGO MM Hsn 1, I Hossin 2, MAU Rzu 3 1 Grut stunt, 2 Profssor n 3 Ph.D. stunt Dprtmnt of Plnt Pthology, Bnglsh Agriulturl Univrsity, Mymnsingh, Bnglsh ABSTRACT

More information

A PROPOSAL OF FE MODELING OF UNIDIRECTIONAL COMPOSITE CONSIDERING UNCERTAIN MICRO STRUCTURE

A PROPOSAL OF FE MODELING OF UNIDIRECTIONAL COMPOSITE CONSIDERING UNCERTAIN MICRO STRUCTURE 18 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS A PROPOSAL OF FE MODELING OF UNIDIRECTIONAL COMPOSITE CONSIDERING UNCERTAIN MICRO STRUCTURE Y.Fujit 1*, T. Kurshii 1, H.Ymtsu 1, M. Zo 2 1 Dpt. o Mngmnt

More information

Ammonium fixation and release by clay minerals as influenced by potassium

Ammonium fixation and release by clay minerals as influenced by potassium Plnt Soil Environ. Vol. 6, 21, No. 7: 325 331 Ammonium fixtion n rls y ly minrls s influn y potssium H.W. Shrr, E. Fils, P. Butrs Dprtmnt of Plnt Nutrition, Institut of Crop Sin n Rsour Consrvtion, Univrsity

More information

CSC Design and Analysis of Algorithms. Example: Change-Making Problem

CSC Design and Analysis of Algorithms. Example: Change-Making Problem CSC 801- Dsign n Anlysis of Algorithms Ltur 11 Gry Thniqu Exmpl: Chng-Mking Prolm Givn unlimit mounts of oins of nomintions 1 > > m, giv hng for mount n with th lst numr of oins Exmpl: 1 = 25, 2 =10, =

More information

Aquauno Video 6 Plus Page 1

Aquauno Video 6 Plus Page 1 Connt th timr to th tp. Aquuno Vio 6 Plus Pg 1 Usr mnul 3 lik! For Aquuno Vio 6 (p/n): 8456 For Aquuno Vio 6 Plus (p/n): 8413 Opn th timr unit y prssing th two uttons on th sis, n fit 9V lklin ttry. Whn

More information

Algorithmic and NP-Completeness Aspects of a Total Lict Domination Number of a Graph

Algorithmic and NP-Completeness Aspects of a Total Lict Domination Number of a Graph Intrntionl J.Mth. Comin. Vol.1(2014), 80-86 Algorithmi n NP-Compltnss Aspts of Totl Lit Domintion Numr of Grph Girish.V.R. (PES Institut of Thnology(South Cmpus), Bnglor, Krntk Stt, Ini) P.Ush (Dprtmnt

More information

EFFECTS OF SHADING ON SOME MORPHOLOGICAL AND PHYSIOLOGICAL CHARACTERISTICS OF BEGONIA SEMPERFLORENS

EFFECTS OF SHADING ON SOME MORPHOLOGICAL AND PHYSIOLOGICAL CHARACTERISTICS OF BEGONIA SEMPERFLORENS Pk. J. Bot., 5(6): 73-79, 8. EFFECTS OF SHADING ON SOME MORPHOLOGICAL AND PHYSIOLOGICAL CHARACTERISTICS OF BEGONIA SEMPERFLORENS YUANBING ZHANG, AIRONG LIU *, XUEPING ZHANG AND SHOUCHENG HUANG Anhui Sin

More information

Journal of Integrative Agriculture 2017, 16(0): Available online at ScienceDirect

Journal of Integrative Agriculture 2017, 16(0): Available online at  ScienceDirect Journl o Intgrtiv Agriultur 2017, 16(0): 60345-7 Avill onlin t www.sinirt.om SinDirt RESEARCH ARTICLE Grin yil n wtr us iiny o supr ri unr soil wtr iit n ltrnt wtting n rying irrigtion ZHOU Qun 1, JU Chng-xin

More information

Garnir Polynomial and their Properties

Garnir Polynomial and their Properties Univrsity of Cliforni, Dvis Dprtmnt of Mthmtis Grnir Polynomil n thir Proprtis Author: Yu Wng Suprvisor: Prof. Gorsky Eugny My 8, 07 Grnir Polynomil n thir Proprtis Yu Wng mil: uywng@uvis.u. In this ppr,

More information

Original Research Article. Essubalew Getachew Seyum

Original Research Article. Essubalew Getachew Seyum Mrit Rsrh Journl of Agriulturl Sin n Soil Sins (ISSN: 2350-2274) Vol. 2(7) pp. 086-095, July, 2014 Avill onlin http://www.mritrsrhjournls.org/r/inx.htm Copyright 2014 Mrit Rsrh Journls Originl Rsrh Artil

More information

Antioxidant enzymes and physiological traits of Vicia faba L. as affected by salicylic acid under salt stress

Antioxidant enzymes and physiological traits of Vicia faba L. as affected by salicylic acid under salt stress Journl of Mtrils n Environmntl Sins ISSN : 8-58 Copyright 17, Univrsity of Mohmm 1r Ouj Moroo JMES, 17 Volum 8, Issu 7, Pg 59-563 http://www.jmtrnvironsi.om / Antioxint nzyms n physiologil trits of Vii

More information

Meta-analysis the effect of nitrogen fertilizer on quantitative and qualitative characteristics of sugar beet

Meta-analysis the effect of nitrogen fertilizer on quantitative and qualitative characteristics of sugar beet ISSN No. (Print): 7-3 ISSN No. (Onlin): 224-323 Mt-nlysis th fft of nitrogn frtilizr on quntittiv n qulittiv hrtristis of sugr t Mhi Sghi-Sho*, Driush Fthollh Tlghni* n Frz Pknj* *Sugr Bt S Institut (SBSI),

More information

An undirected graph G = (V, E) V a set of vertices E a set of unordered edges (v,w) where v, w in V

An undirected graph G = (V, E) V a set of vertices E a set of unordered edges (v,w) where v, w in V Unirt Grphs An unirt grph G = (V, E) V st o vrtis E st o unorr gs (v,w) whr v, w in V USE: to mol symmtri rltionships twn ntitis vrtis v n w r jnt i thr is n g (v,w) [or (w,v)] th g (v,w) is inint upon

More information

Integrated Management of Sclerotium rolfsii (Sacc.) in Groundnut (Arachis hypogaea L.) under Pot Culture Conditions

Integrated Management of Sclerotium rolfsii (Sacc.) in Groundnut (Arachis hypogaea L.) under Pot Culture Conditions Pst Thnology 2011 Glol Sin Books Intgrt Mngmnt of Slrotium rolfsii (S.) in Grounnut (Arhis hypog L.) unr Pot Cultur Conitions Appnn Vikrm 1* Hillh Hmzhzrghni 2 1 Potto Dvlopmnt Cntr, Nw Brunswik Dprtmnt

More information

Comparison of Carcass Composition of Iranian Fat-tailed Sheep

Comparison of Carcass Composition of Iranian Fat-tailed Sheep 1348 Comprison of Crss Composition of Irnin Ft-til Shp M. R. Kiynz* Animl Sin Rsrh Institut, P.O. Box, 31585-1483, Krj, Irn ABSTRACT : Most rs of shp in Irn r pt to thir gro ologil nihs whr it is likly

More information

Outline. 1 Introduction. 2 Min-Cost Spanning Trees. 4 Example

Outline. 1 Introduction. 2 Min-Cost Spanning Trees. 4 Example Outlin Computr Sin 33 Computtion o Minimum-Cost Spnnin Trs Prim's Alorithm Introution Mik Joson Dprtmnt o Computr Sin Univrsity o Clry Ltur #33 3 Alorithm Gnrl Constrution Mik Joson (Univrsity o Clry)

More information

Differential Performance of Lowland Rice Cultivars for Phosphorus Uptake and Utilization Efficiency under Hydroponic and Soil Conditions

Differential Performance of Lowland Rice Cultivars for Phosphorus Uptake and Utilization Efficiency under Hydroponic and Soil Conditions INTERNATIONAL JOURNAL OF AGRICULTURE & BIOLOGY ISSN Print: 156 853; ISSN Onlin: 1814 9596 18 136/1x/ DOI: 1.17957/IJAB/15.947 http://www.fspulishrs.org Full Lngth Artil Diffrntil Prformn of Lowln Ri Cultivrs

More information

EXAMPLE 87.5" APPROVAL SHEET APPROVED BY /150HP DUAL VFD CONTROL ASSEMBLY CUSTOMER NAME: CAL POLY SLO FINISH: F 20

EXAMPLE 87.5 APPROVAL SHEET APPROVED BY /150HP DUAL VFD CONTROL ASSEMBLY CUSTOMER NAME: CAL POLY SLO FINISH: F 20 XMPL XMPL RVISIONS ZON RV. SRIPTION T PPROV 0.00 THIS IS N PPROVL RWING OR YOUR ORR. OR MNUTURING N GIN, THIS RWING MUST SIGN N RTURN TO MOTION INUSTRIS. NY HNGS M TO THIS RWING, TR MNUTURING HS GUN WILL

More information

Designing A Concrete Arch Bridge

Designing A Concrete Arch Bridge This is th mous Shwnh ri in Switzrln, sin y Rort Millrt in 1933. It spns 37.4 mtrs (122 t) n ws sin usin th sm rphil mths tht will monstrt in this lsson. To pro with this lsson, lik on th Nxt utton hr

More information

Module 2 Motion Instructions

Module 2 Motion Instructions Moul 2 Motion Instrutions CAUTION: Bor you strt this xprimnt, unrstn tht you r xpt to ollow irtions EXPLICITLY! Tk your tim n r th irtions or h stp n or h prt o th xprimnt. You will rquir to ntr t in prtiulr

More information

Ashoka Sarker, Abul Kashem* and Khan Towhid Osman. Department of Soil Science, University of Chittagong, Chittagong 4331, Bangladesh.

Ashoka Sarker, Abul Kashem* and Khan Towhid Osman. Department of Soil Science, University of Chittagong, Chittagong 4331, Bangladesh. Intrntionl Journl of Agriulturl Sins ISSN: 2167-0447 Vol. 2 (12), pp. 315-321, Dmr, 2012. Avill onlin t www.intrntionlsholrsjournls.org Intrntionl Sholrs Journls Full Lngth Rsrh Ppr Influn of ity finish

More information

INDOOR AIRFLOW BEHAVIOR AND THERMAL COMFORT IN A COURTYARD HOUSE IN WARM HUMID TROPICS

INDOOR AIRFLOW BEHAVIOR AND THERMAL COMFORT IN A COURTYARD HOUSE IN WARM HUMID TROPICS INDOOR AIRFLOW BEHAVIOR AND THERMAL COMFORT IN A COURTYARD HOUSE IN WARM HUMID TROPICS I Rjpksh 1*, H Ngi 2, M Okumiy 3 1 Dpt. of Arhittur, Ngoy Univrsity, Furou-ho, Chikus-Ku, Ngoy464-8603, Jpn 2 Grut

More information

CRITICAL OSMOTIC, IONIC AND PHYSIOLOGICAL INDICATORS OF SALINITY TOLERANCE IN COTTON (GOSSYPIUM HIRSUTUM L.) FOR CULTIVAR SELECTION

CRITICAL OSMOTIC, IONIC AND PHYSIOLOGICAL INDICATORS OF SALINITY TOLERANCE IN COTTON (GOSSYPIUM HIRSUTUM L.) FOR CULTIVAR SELECTION Pk. J. Bot., 42(3): 1685-1694, 21. CRITICAL OSMOTIC, IONIC AND PHYSIOLOGICAL INDICATORS OF SALINITY TOLERANCE IN COTTON (GOSSYPIUM HIRSUTUM L.) FOR CULTIVAR SELECTION M. FAROOQ HUSSAIN MUNIS 1, LILI TU

More information

Optimization of Protease Enzyme Production Using Bacillus Sp. Isolated from Different Wastes

Optimization of Protease Enzyme Production Using Bacillus Sp. Isolated from Different Wastes Botny Rsrh Intrntionl 2 (2): 83-87, 2009 ISSN 2221-3635 IDOSI Pulitions, 2009 Optimiztion of Prots Enzym Proution Using Billus Sp. Isolt from Diffrnt Wsts 1 1 Uni Boominhn, Rjnrn Rjkumr, 2 2 Plnivl Krpg

More information

WORKSHOP 6 BRIDGE TRUSS

WORKSHOP 6 BRIDGE TRUSS WORKSHOP 6 BRIDGE TRUSS WS6-2 Workshop Ojtivs Lrn to msh lin gomtry to gnrt CBAR lmnts Bom fmilir with stting up th CBAR orinttion vtor n stion proprtis Lrn to st up multipl lo ss Lrn to viw th iffrnt

More information

J. Appl. Environ. Biol. Sci., 1(12) , , TextRoad Publication

J. Appl. Environ. Biol. Sci., 1(12) , , TextRoad Publication J. Appl. Environ. Biol. Si., 1(12)602-607, 2011 2011, TxtRo Pulition ISSN: 2090-4215 Journl of Appli Environmntl n Biologil Sins www.txtro.om Efft of Chnopoium Alum Alllophti Extrt n Slyli Ai Priming Unr

More information

Present state Next state Q + M N

Present state Next state Q + M N Qustion 1. An M-N lip-lop works s ollows: I MN=00, th nxt stt o th lip lop is 0. I MN=01, th nxt stt o th lip-lop is th sm s th prsnt stt I MN=10, th nxt stt o th lip-lop is th omplmnt o th prsnt stt I

More information

Constructive Geometric Constraint Solving

Constructive Geometric Constraint Solving Construtiv Gomtri Constrint Solving Antoni Soto i Rir Dprtmnt Llngutgs i Sistms Inormàtis Univrsitt Politèni Ctluny Brlon, Sptmr 2002 CGCS p.1/37 Prliminris CGCS p.2/37 Gomtri onstrint prolm C 2 D L BC

More information

COMPLEXITY OF COUNTING PLANAR TILINGS BY TWO BARS

COMPLEXITY OF COUNTING PLANAR TILINGS BY TWO BARS OMPLXITY O OUNTING PLNR TILINGS Y TWO RS KYL MYR strt. W show tht th prolm o trmining th numr o wys o tiling plnr igur with horizontl n vrtil r is #P-omplt. W uil o o th rsults o uquir, Nivt, Rmil, n Roson

More information

Outline. Computer Science 331. Computation of Min-Cost Spanning Trees. Costs of Spanning Trees in Weighted Graphs

Outline. Computer Science 331. Computation of Min-Cost Spanning Trees. Costs of Spanning Trees in Weighted Graphs Outlin Computr Sin 33 Computtion o Minimum-Cost Spnnin Trs Prim s Mik Joson Dprtmnt o Computr Sin Univrsity o Clry Ltur #34 Introution Min-Cost Spnnin Trs 3 Gnrl Constrution 4 5 Trmintion n Eiiny 6 Aitionl

More information

Math 61 : Discrete Structures Final Exam Instructor: Ciprian Manolescu. You have 180 minutes.

Math 61 : Discrete Structures Final Exam Instructor: Ciprian Manolescu. You have 180 minutes. Nm: UCA ID Numr: Stion lttr: th 61 : Disrt Struturs Finl Exm Instrutor: Ciprin nolsu You hv 180 minuts. No ooks, nots or lultors r llow. Do not us your own srth ppr. 1. (2 points h) Tru/Fls: Cirl th right

More information

Bulgarian Journal of Agricultural Science, 13 (2007), National Centre for Agrarian Sciences

Bulgarian Journal of Agricultural Science, 13 (2007), National Centre for Agrarian Sciences 325 Bulgrin Journl of Agriulturl Sin, 13 (27), 325-331 Ntionl Cntr for Agrrin Sins Enhnmnt of P, K, C, Zn n F Aumultion in Grni Plnts (Grni jsminois) Grown in Nutrint Solution s Funtion of P n F Intrtion

More information

V={A,B,C,D,E} E={ (A,D),(A,E),(B,D), (B,E),(C,D),(C,E)}

V={A,B,C,D,E} E={ (A,D),(A,E),(B,D), (B,E),(C,D),(C,E)} Introution Computr Sin & Enginring 423/823 Dsign n Anlysis of Algorithms Ltur 03 Elmntry Grph Algorithms (Chptr 22) Stphn Sott (Apt from Vinohnrn N. Vriym) I Grphs r strt t typs tht r pplil to numrous

More information

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and

This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and This rtil ppr in journl pulish y Elsvir. Th tth opy is furnish to th uthor for intrnl non-ommril rsrh n ution us, inluing for instrution t th uthors institution n shring with ollgus. Othr uss, inluing

More information

# 1 ' 10 ' 100. Decimal point = 4 hundred. = 6 tens (or sixty) = 5 ones (or five) = 2 tenths. = 7 hundredths.

# 1 ' 10 ' 100. Decimal point = 4 hundred. = 6 tens (or sixty) = 5 ones (or five) = 2 tenths. = 7 hundredths. How os it work? Pl vlu o imls rprsnt prts o whol numr or ojt # 0 000 Tns o thousns # 000 # 00 Thousns Hunrs Tns Ons # 0 Diml point st iml pl: ' 0 # 0 on tnth n iml pl: ' 0 # 00 on hunrth r iml pl: ' 0

More information

, each of which is a tree, and whose roots r 1. , respectively, are children of r. Data Structures & File Management

, each of which is a tree, and whose roots r 1. , respectively, are children of r. Data Structures & File Management nrl tr T is init st o on or mor nos suh tht thr is on sint no r, ll th root o T, n th rminin nos r prtition into n isjoint susts T, T,, T n, h o whih is tr, n whos roots r, r,, r n, rsptivly, r hilrn o

More information

Some Characteristics and Antioxidant Activity of Commercial Sugars Produced in Thailand

Some Characteristics and Antioxidant Activity of Commercial Sugars Produced in Thailand KMITL SCIENCE AND TECHNOLOGY JOURNAL VOL.14, NO.1, 214 1 Som Chrtristis n Antioxint Ativity of Commril Sugrs Prou in Thiln Sikrt Kongkw, Mnt Chijn, n Siriporn Riroy * Foo n Nutrition Progrm, Dprtmnt of

More information

Effect of Incubation Period (with Static and Shaking Condition) on -Amylase Production from Aspergillus flavus

Effect of Incubation Period (with Static and Shaking Condition) on -Amylase Production from Aspergillus flavus Avns in Biologil Rsrh 9 (1): 01-06, 2015 ISSN 1992-0067 IDOSI Pulitions, 2015 DOI: 10.5829/iosi.r.2015.9.1.91172 Efft of Inution Prio (wi Stti n Shking Conition) on -Amyls Proution from Asprgillus flvus

More information

Electronic Supplementary Information. Thermally Stable and Photoreactive Polylactides by the Terminal Conjugation of Bio-based Caffeic Acid

Electronic Supplementary Information. Thermally Stable and Photoreactive Polylactides by the Terminal Conjugation of Bio-based Caffeic Acid Supplmntry Mtril (ESI) for hmil ommunitions This journl is () Th Royl Soity of hmistry 2008 Eltroni Supplmntry Informtion Thrmlly Stbl n Photortiv Polyltis by th Trminl onjugtion of Bio-bs ffi Ai Trn Hng

More information

Intramolecular Quaternization as Folding Strategy for the Synthesis of Catalytically Active Imidazolium-based Single Chain Nanoparticles

Intramolecular Quaternization as Folding Strategy for the Synthesis of Catalytically Active Imidazolium-based Single Chain Nanoparticles Supporting Informtion Intrmolulr Qutrniztion s Foling Strtgy for th Synthsis of Ctlytilly Ativ Imizolium-s Singl Chin Nnoprtils Romin Lmrt,, Ann-Lur Wirotius,, n Dnil Tton, * Lortoir Chimi s Polymèrs Orgniqus

More information

Influence of Magnesium as a Major Contributor of Water Hardness on Some Cardiac Disease Risk Factors

Influence of Magnesium as a Major Contributor of Water Hardness on Some Cardiac Disease Risk Factors Influn of Mgnsium s Mjor Contriutor of Wtr Hrnss on Som Cri Diss Risk Ftors Engy Smih Sk 1* Zin Khlil El-Awmry 1 Hssn Mohm Sohy 2 Wfi Mikhil 2 1. Rgionl Cntr for Foo n F, Agriulturl Rsrh Cntr, Giz, Egypt

More information

H. Sule and B.I. Ahmed. Department of Crop Science, Adamawa State University, P.M.B. 25 Mubi, Adamawa State, Nigeria 2

H. Sule and B.I. Ahmed. Department of Crop Science, Adamawa State University, P.M.B. 25 Mubi, Adamawa State, Nigeria 2 Ami Journl of Entomology 2 (1): 22-30, 2009 ISSN 1995-8994 IDOSI Pulitions, 2009 Efft of Plnt Prout, Applition Rts n Grin Typ on th of R Flour Btl Triolium stnum Hrst (Coloptr: Tnrioni) on Stor Millt (Pnnistum

More information

12 - M G P L Z - M9BW. Port type. Bore size ø12, ø16 20/25/32/40/50/ MPa 10 C to 60 C (With no condensation) 50 to 400 mm/s +1.

12 - M G P L Z - M9BW. Port type. Bore size ø12, ø16 20/25/32/40/50/ MPa 10 C to 60 C (With no condensation) 50 to 400 mm/s +1. ris - MP - Compt gui ylinr ø, ø, ø, ø, ø, ø, ø, ø ow to Orr Cln sris lif typ (with spilly trt sliing prts) Vuum sution typ (with spilly trt sliing prts) ir ylinr otry tutor - M P - - MW ll ushing ring

More information

Development of Microbial Biomass and Enzyme Activities in Mine Soils

Development of Microbial Biomass and Enzyme Activities in Mine Soils Pol. J. Environ. Stu. Vol. 21, No. 3 (2012), 569-577 Originl Rsrh Dvlopmnt o Miroil Biomss n Enzym Ativitis in Min Soils Mrin Chok 1 *, Mri Niklińsk 2 1 Dprtmnt o Opn-strip Mining, AGH Univrsity o Sin

More information

Exploration of the variability of variable selection based on distances between bootstrap sample results

Exploration of the variability of variable selection based on distances between bootstrap sample results Explortion of th vriility of vril sltion s on istns twn ootstrp smpl rsults Christin Hnnig Willi Surri Univrsity Collg Lonon Univrsität Friurg Rgrssion vril sltion n vry unstl. Diffrnt mols my yil vry

More information

Graph Isomorphism. Graphs - II. Cayley s Formula. Planar Graphs. Outline. Is K 5 planar? The number of labeled trees on n nodes is n n-2

Graph Isomorphism. Graphs - II. Cayley s Formula. Planar Graphs. Outline. Is K 5 planar? The number of labeled trees on n nodes is n n-2 Grt Thortil Is In Computr Sin Vitor Amhik CS 15-251 Ltur 9 Grphs - II Crngi Mllon Univrsity Grph Isomorphism finition. Two simpl grphs G n H r isomorphi G H if thr is vrtx ijtion V H ->V G tht prsrvs jny

More information

Supporting Information

Supporting Information Supporting Informtion EGFR-Trgt Mtl Chlting Polymrs (MCPs) Hroring Multipl Pnnt PEG2K Chins for MiroPET/CT Imging of Ptint-Driv Pnrti Cnr Xnogrfts Yiji Lu 1,6, Amn J. Boyl 2,6, Ping-Jing Co 3, Dvi Hly

More information

Reaction of certain malvaceae cultivars to meloidogyne incognita infection under greenhouse conditions

Reaction of certain malvaceae cultivars to meloidogyne incognita infection under greenhouse conditions AGRICULTURE AND BIOLOGY JOURNAL OF NORTH AMERICA ISSN Print: 21517517, ISSN Onlin: 21517525, oi:10.5251/jn.2013.4.3.309.315 2013, SinHuβ, http://www.sihu.org/abjna Rtion o rtin mlv ultivrs to mloiogyn

More information

The University of Sydney MATH2969/2069. Graph Theory Tutorial 5 (Week 12) Solutions 2008

The University of Sydney MATH2969/2069. Graph Theory Tutorial 5 (Week 12) Solutions 2008 Th Univrsity o Syny MATH2969/2069 Grph Thory Tutoril 5 (Wk 12) Solutions 2008 1. (i) Lt G th isonnt plnr grph shown. Drw its ul G, n th ul o th ul (G ). (ii) Show tht i G is isonnt plnr grph, thn G is

More information

Section 3: Antiderivatives of Formulas

Section 3: Antiderivatives of Formulas Chptr Th Intgrl Appli Clculus 96 Sction : Antirivtivs of Formuls Now w cn put th is of rs n ntirivtivs togthr to gt wy of vluting finit intgrls tht is ct n oftn sy. To vlut finit intgrl f(t) t, w cn fin

More information

ORIGINAL ARTICLE. Q. Wang 1, *, D. Xiong 2, *, P. Zhao 1,X.Yu 1,B.Tu 2 and G. Wang 1. Abstract

ORIGINAL ARTICLE. Q. Wang 1, *, D. Xiong 2, *, P. Zhao 1,X.Yu 1,B.Tu 2 and G. Wang 1. Abstract Journl of Appli Miroiology ISSN - ORIGINAL ARTICLE Effts of pplying n rsni-rsistnt n plnt growth promoting rhizotrium to nhn soil rsni phytmition y Populus ltois LH- PGPR nhnmnt of As phytmition Q. Wng,

More information

Page 1. Question 19.1b Electric Charge II Question 19.2a Conductors I. ConcepTest Clicker Questions Chapter 19. Physics, 4 th Edition James S.

Page 1. Question 19.1b Electric Charge II Question 19.2a Conductors I. ConcepTest Clicker Questions Chapter 19. Physics, 4 th Edition James S. ConTst Clikr ustions Chtr 19 Physis, 4 th Eition Jms S. Wlkr ustion 19.1 Two hrg blls r rlling h othr s thy hng from th iling. Wht n you sy bout thir hrgs? Eltri Chrg I on is ositiv, th othr is ngtiv both

More information

Problem solving by search

Problem solving by search Prolm solving y srh Tomáš voo Dprtmnt o Cyrntis, Vision or Roots n Autonomous ystms Mrh 5, 208 / 3 Outlin rh prolm. tt sp grphs. rh trs. trtgis, whih tr rnhs to hoos? trtgy/algorithm proprtis? Progrmming

More information

Engineering Tumour Cell-Binding Synthetic Polymers with Sensing. Dense Transporters Associated with Aberrant Glutamine Metabolism

Engineering Tumour Cell-Binding Synthetic Polymers with Sensing. Dense Transporters Associated with Aberrant Glutamine Metabolism Supplmntry Informtion Enginring Tumour Cll-Binding Synthti Polymrs with Snsing Dns Trnsportrs Assoitd with Arrnt Glutmin Mtolism oki Ymd, Yuto ond, iroysu Tkmoto, Tkhiro omoto, Mkoto Mtsui, Kishiro Tomod,

More information

Effects of long-term use of different farming systems on some physical, chemical and microbiological parameters of soil quality**

Effects of long-term use of different farming systems on some physical, chemical and microbiological parameters of soil quality** Int. Agrophys., 216, 3, 165-172 oi: 1.1515/intg-215-81 Effts of long-trm us of iffrnt frming systms on som physil, hmil n miroiologil prmtrs of soil qulity** Ann M. Gj 1 *, Ew A. Czyż 3, n Anthony R. Dxtr

More information

CS 461, Lecture 17. Today s Outline. Example Run

CS 461, Lecture 17. Today s Outline. Example Run Prim s Algorithm CS 461, Ltur 17 Jr Si Univrsity o Nw Mxio In Prim s lgorithm, th st A mintin y th lgorithm orms singl tr. Th tr strts rom n ritrry root vrtx n grows until it spns ll th vrtis in V At h

More information

V={A,B,C,D,E} E={ (A,D),(A,E),(B,D), (B,E),(C,D),(C,E)}

V={A,B,C,D,E} E={ (A,D),(A,E),(B,D), (B,E),(C,D),(C,E)} s s of s Computr Sin & Enginring 423/823 Dsign n Anlysis of Ltur 03 (Chptr 22) Stphn Sott (Apt from Vinohnrn N. Vriym) s of s s r strt t typs tht r pplil to numrous prolms Cn ptur ntitis, rltionships twn

More information

Analysis for Balloon Modeling Structure based on Graph Theory

Analysis for Balloon Modeling Structure based on Graph Theory Anlysis for lloon Moling Strutur bs on Grph Thory Abstrt Mshiro Ur* Msshi Ym** Mmoru no** Shiny Miyzki** Tkmi Ysu* *Grut Shool of Informtion Sin, Ngoy Univrsity **Shool of Informtion Sin n Thnology, hukyo

More information

with n-butylamine and n-octylamine

with n-butylamine and n-octylamine Originl pprs Prprtion o lnthnum phospht with n-utylmin n n-otylmin # Hiroki Ono, Kiihiro Asi Dprtmnt o Inormtis n Environmntl Sins, Kyoto Prturl Univrsity, 1-5, Shimogmo Nkrgi-yo, Skyo-ku, Kyoto 66-8522,

More information

Aluminium alleviates manganese toxicity to rice by decreasing root symplastic Mn uptake and reducing availability to shoots of Mn stored in roots

Aluminium alleviates manganese toxicity to rice by decreasing root symplastic Mn uptake and reducing availability to shoots of Mn stored in roots Annls of Botny 116: 237 246, 215 oi:1.193/o/mv9, vill onlin t www.o.oxforjournls.org Aluminium llvits mngns toxiity to ri y rsing root symplsti Mn uptk n ruing vilility to shoots of Mn stor in roots Wi

More information

Exam 1 Solution. CS 542 Advanced Data Structures and Algorithms 2/14/2013

Exam 1 Solution. CS 542 Advanced Data Structures and Algorithms 2/14/2013 CS Avn Dt Struturs n Algorithms Exm Solution Jon Turnr //. ( points) Suppos you r givn grph G=(V,E) with g wights w() n minimum spnning tr T o G. Now, suppos nw g {u,v} is to G. Dsri (in wors) mtho or

More information

Weighted graphs -- reminder. Data Structures LECTURE 15. Shortest paths algorithms. Example: weighted graph. Two basic properties of shortest paths

Weighted graphs -- reminder. Data Structures LECTURE 15. Shortest paths algorithms. Example: weighted graph. Two basic properties of shortest paths Dt Strutur LECTURE Shortt pth lgorithm Proprti of hortt pth Bllmn-For lgorithm Dijktr lgorithm Chptr in th txtook (pp ). Wight grph -- rminr A wight grph i grph in whih g hv wight (ot) w(v i, v j ) >.

More information

12/3/12. Outline. Part 10. Graphs. Circuits. Euler paths/circuits. Euler s bridge problem (Bridges of Konigsberg Problem)

12/3/12. Outline. Part 10. Graphs. Circuits. Euler paths/circuits. Euler s bridge problem (Bridges of Konigsberg Problem) 12/3/12 Outlin Prt 10. Grphs CS 200 Algorithms n Dt Struturs Introution Trminology Implmnting Grphs Grph Trvrsls Topologil Sorting Shortst Pths Spnning Trs Minimum Spnning Trs Ciruits 1 Ciruits Cyl 2 Eulr

More information

5/9/13. Part 10. Graphs. Outline. Circuits. Introduction Terminology Implementing Graphs

5/9/13. Part 10. Graphs. Outline. Circuits. Introduction Terminology Implementing Graphs Prt 10. Grphs CS 200 Algorithms n Dt Struturs 1 Introution Trminology Implmnting Grphs Outlin Grph Trvrsls Topologil Sorting Shortst Pths Spnning Trs Minimum Spnning Trs Ciruits 2 Ciruits Cyl A spil yl

More information

Response of Sesame (Sesamum indicum) Cultivars to Hydropriming of Seeds

Response of Sesame (Sesamum indicum) Cultivars to Hydropriming of Seeds J. Appl. Environ. Biol. Si., 1(12)638-642, 2011 2011, TxtRo Pulition ISSN: 2090-4215 Journl o Appli Environmntl n Biologil Sins www.txtro.om Rspons o Ssm (Ssmum inium) Cultivrs to Hyropriming o Ss Ahm

More information

Compression. Compression. Compression. This part of the course... Ifi, UiO Norsk Regnesentral Vårsemester 2005 Wolfgang Leister

Compression. Compression. Compression. This part of the course... Ifi, UiO Norsk Regnesentral Vårsemester 2005 Wolfgang Leister Kurs INF5080 Ifi, UiO Norsk Rgnsntrl Vårsmstr 2005 Wolfgng Listr This prt of th ours...... is hl t Ifi, UiO... (Wolfgng Listr) n t ontins mtril from Univrsity Collg Krlsruh (Ptr Ol, Clmns Knorzr) Informtion

More information

Growth and fatty acid composition of three heterotrophic Chlorella species

Growth and fatty acid composition of three heterotrophic Chlorella species Rsr Artil Alg 2013, 28(1): 101-109 ttp://x.oi.org/1490/lg.2013.28.1.101 Opn Ass Growt n ftty i omposition of tr trotropi Clorll spis D Gun Kim 1 n Sung Bum Hur 1, * 1 Dprtmnt of Mrin Bio-mtrils n Aquultur,

More information

Properties of Hexagonal Tile local and XYZ-local Series

Properties of Hexagonal Tile local and XYZ-local Series 1 Proprtis o Hxgonl Til lol n XYZ-lol Sris Jy Arhm 1, Anith P. 2, Drsnmik K. S. 3 1 Dprtmnt o Bsi Sin n Humnitis, Rjgiri Shool o Enginring n, Thnology, Kkkn, Ernkulm, Krl, Ini. jyjos1977@gmil.om 2 Dprtmnt

More information

CEDAR ISLAND / KEATON BEACH TAYLOR COUNTY, FLORIDA POST-HURRICANE HERMINE EXAMINATION SURVEY FY16 4-FOOT PROJECT

CEDAR ISLAND / KEATON BEACH TAYLOR COUNTY, FLORIDA POST-HURRICANE HERMINE EXAMINATION SURVEY FY16 4-FOOT PROJECT 10 9 8 7 6 5 JUG ISLN R KL H R H R ROSMR LN W W HITTIL R JO MORGN R LRW TR RK R L M PNSOL GUL G O R G I TLLHSS JKSONVILL ORLNO OO TMP TLNTI ON N US rmy orps of ngineers Jacksonville istrict ST ON THIS

More information

Pre-concentration of some heavy metal ions with AlO HQ and AlO PHQ and their studies by FTIR and spectroscopy

Pre-concentration of some heavy metal ions with AlO HQ and AlO PHQ and their studies by FTIR and spectroscopy Arin Journl o Chmistry (5) 8, 44 449 King Su Univrsity Arin Journl o Chmistry www.ksu.u.s www.sinirt.om REVIEW ARTICLE Pr-onntrtion o som hvy mtl ions with AlO HQ n AlO PHQ n thir stuis y FTIR n sptrosopy

More information

Register Allocation. Register Allocation. Principle Phases. Principle Phases. Example: Build. Spills 11/14/2012

Register Allocation. Register Allocation. Principle Phases. Principle Phases. Example: Build. Spills 11/14/2012 Rgistr Allotion W now r l to o rgistr llotion on our intrfrn grph. W wnt to l with two typs of onstrints: 1. Two vlus r liv t ovrlpping points (intrfrn grph) 2. A vlu must or must not in prtiulr rhitturl

More information

CS September 2018

CS September 2018 Loil los Distriut Systms 06. Loil los Assin squn numrs to msss All ooprtin prosss n r on orr o vnts vs. physil los: rport tim o y Assum no ntrl tim sour Eh systm mintins its own lol lo No totl orrin o

More information

COMP108 Algorithmic Foundations

COMP108 Algorithmic Foundations Grdy mthods Prudn Wong http://www.s.liv..uk/~pwong/thing/omp108/01617 Coin Chng Prolm Suppos w hv 3 typs of oins 10p 0p 50p Minimum numr of oins to mk 0.8, 1.0, 1.? Grdy mthod Lrning outoms Undrstnd wht

More information