Influence of Substituting Water with Fermented Skim Milk, Acid Cheese Whey or Buttermilk on Dough Properties and Baking Quality of Pan Bread

Size: px
Start display at page:

Download "Influence of Substituting Water with Fermented Skim Milk, Acid Cheese Whey or Buttermilk on Dough Properties and Baking Quality of Pan Bread"

Transcription

1 Worl Journl o Dry & Foo Sns 8 (): 00-7, 0 ISSN 87-08X IDOSI Pultons, 0 DOI: 0.589/os.ws Inlun o Susttutn Wtr wt Frmnt Skm Mlk, A Cs Wy or Buttrmlk on Dou Proprts n Bkn Qulty o Pn Br Aml A. Hssn, Ho A.M. El-Szly, Amny M. Skr n W A. R Dprtmnt o Foo Sn, Fulty o Arultur, An Sms Unvrsty, Sour El-Km, Eypt Foo Tnoloy Rsr Insttut, Arulturl Rsr Cntr, Gz, Eypt Astrt: In ts stuy, t t o rpln wtr wt rmnt skm mlk (FSM), s wy (ACW) n uttrmlk (BM) on som qulty rtrsts o ou n wt wt pn r n ts possl us n kry stor wr nvstt. T slt ry nrnts wr rst psturz n tn us n t lqu orm t 5, 50, 75 n 00% lvls o wtr n r mkn. T t o tr rpln on rolol o t ou, r qulty rtrsts, rum txtur n nutrtonl vlu o t rsultn r wr stu. Dt sow tt, us o FSM; ACW n BM t ll rpln lvls nrs wtr sorpton, stlty tm, vlopmnt tm n rs mxmum rsstn to xtnson, xtnslty n nry. T rs prpr usn slt ry nrnts v ststory rsults on t pysl proprts o r (volum, sp volum n nsty). Ovrll ptlty o t rsultn r ws omprl to t ontrol r t rpln lvl o 5 n 50%. In ton, t rsult rs wr mor nutrtous, rr n lvor n tstr ompr to t wt wt r. T ton o ry nrnts n r ou rsult n rtrton o stln rt tus ln to sotr txtur. T rsults sust tt FSM n ACW n rpln wtr wt 5 n 50%, wl BM wt 5% n r mkn n orr to v ttr r proprts omprl to tos o t ontrol rs. Consquntly, som ry y-prouts w r mostly onsr s prouton wsts wll utlz n t wll not only prov n vlu or t oo nustry, ut lso nrs t nutrtonl vlu o t r, s onsr stpl oo n t worl. Ky wors: Frmnt skm mlk % A s wy % Buttrmlk % Pn r % Br qulty rtrsts % Nutrtonl vlu % Stln rt INTRODUCTION ou n t qulty o r s n ou nrnts, nrnt mxtur or ou tvs or Bkry prouts n t Ml Est splly n t tv mxtur. In r kn, ton prous n Ar ountrs onsr n mportnt sour o nutrnts t tt n rsult n mny srl nts nlun.. nry, protn, mnrls n vtmns. Most kry nrs xtnslty, volum n mprov rum prouts n sly nr n ort t low ost sotnss. In our ys tr s prmnnt proupton wt protns, vtmns n mnrls to mt sp or n nt rovry o utl sustns rom yns o t trt roups o t populton []. prouts rom mlk nustry, splly n umn nutrton. T urrnt trn n t morn onsumr orntton Rsr prorss m possl rvluton o to nw oo prouts w stsy ot nutrtonl n nutrtonl vlu o ts prouts. From t mn snsorl rqurmnts mk to ppr nw prouts on tnolol prosss rom mlk tnoloy rsults t oo mrkt. T kry nustry tks n mportnt tr prnpl y-prouts: nont mlk, wy rom pl n ommoty mrkt us o t t tt r s otnn tnoloy n uttrmlk rom uttr s vry mportnt oo prout w s onsum ly tnoloy []. Wy s y-prout rsultn rom ry y popl. A mto o mprovn t proprts o nustry splly s prouton. Bot trtonl Corrsponn Autor: Aml A. Hssn, Dprtmnt o Foo Sn, Fulty o Arultur, An Sms Unvrsty, Sour El-Km, Eypt. 00

2 Worl J. Dry & Foo S., 8 (): 00-7, 0 n morn mtos o s mnutur prou u mount o s wy (out 8% o t ntr volum o mlk us). Wy s lss to two typs, swt wy wt ph o out n wy wt ph o []. Wy n mor worl-w sposl n polluton prolm or t ry nustry. Tus, nutrtonlly vlul oo rsour ws wst n to t nvronmntl polluton. Bolol Oxyn mn or wy s onsr to vryn rom m/L [4]. In rnt yrs, utlzton o wy s n lt to n nxorl nssty n vw o t urrnt rqurmnts or llvtn nvronmntl polluton s wll s usn vll nutrnts or n t mlnours smnts o umn populton. Wy n norport vntously nto vrous oo ormultons [5]. Yous t l. [6] stu t onntrton o wy n ts untonlty n Frn typ r; ty rport tt t stlty n t mnl tolrn nx o Frn r ou ws mprov y t ton o wy sols, s wr t ntrnl n xtrnl rtrsts o t r. In ton, ty oun tt t ton o wy sols rtrton t on r stln n xtn ts storlty y two ys. Buttrmlk s n mportnt ry y-prout, otn y urnn rm or uttr mnutur or rom urn yourt. It s oo sour o protns, royrts, mnrls, vtmn A, lum, tooprol n oo olstrol. Buttrmlk s us s ry nrnt w s wly us n oo nustrs or ts mulsyn pty n postv mpt on lvor [7]. Buttrmlk tr n lu, onntrt or r orm s n us n t mnutur o som kry prouts su s r, suts, ks, t. It s vlul nrnt n splly kry prouts rqurn sort txtur, wtout xssv rynss. Buttrmlk sols t us lvl o.0% o lour wt v n rommn [8]. Msur t l. [9] stu t uttrmlk n lqu orm n ts t on r qulty; ty oun tt rplmnt o wtr wt uttrmlk n r to t xtnt o 5% n ou, mprov lo rtrsts w n turn nn t pysl n snsory ttruts o r. Inorporton o mlk n ts prouts n kn tnoloy n vrous orms (wol mlk powr, skm mlk powr, lqu s wy, uttr mlk, rmnt mlk, wy powr n/or wy protn onntrts) or svrl sr untons n oo prouts. Ty mprov mostur sorpton pty o ou, ltt ou nln, nrs urn pty urn rmntton n prvnt ton n prov ttr ontrol o myls tvty. Ty r known to mnmz t t o ovr mxn, nn lvor vlopmnt n rust olor, strntn rum strutur n txtur, mprov mostur rtnton n rtr stln pross n nn nutrtonl vlu w nlu nrsn lum n protn ontnt n supplmntn t ssntl mno s nlun lysn, mtonn n tryptopn. Ts untonl nts r rt rsult o t ts o mlk t n protn [6, 0,, ]. T prsnt stuy ms to utlz som ry y-prouts (.. s wy, uttrmlk) n rmnt skm mlk n r mkn n to vlut t t o rplmnt o wtr wt t slt ry nrnts on rolol, pysl, txturl n snsory rtrsts o wt wt pn r. MATERIALS AND METHODS Rw Mtrls: Austrln wt lour (WF, 7% xtrton) ws otn rom Fv Strs Compny, Swss Cty, Eypt. Inrnts lk sur, slt, nstnt tv ry yst n sortnn wr purs rom t lol mrkt, wl, lutn, soum stroyl ltylt (SSL), r sotnr n lum propont wr otn rom Symoss Bot, In. Tr ry nrnts wr us n ts stuy: s wy (ACW) n rmnt skm mlk (FSM) wr ollt rom t ry plot plnt-foo Tnoloy Rsr Insttut n uttrmlk (BM) ws ollt rom t lol smll rms. Ts ry nrnts wr rst psturz t 85 C/0 mn, ool n wtr ws rpl y FSM, ACW or BM t lvls o 5, 50, 75 n 00% n r mkn. All mls us or nlyss wr o nlytl r. Br Mkn: T onvntonl strt-ou mto or pn r ws prorm orn to t prour vlop y AACC []. T ormul us to mk rs s vn n Tl. Drnt wt ous wr prpr s ollows:. Wt lour (7% xtrton + optmum mount o wtr lult rom wtr sorpton w ws msur y rnorp).. WF + (75% wtr + 5% FSM).. WF + (50% wtr + 50% FSM). 4. WF + (5% wtr + 75% FSM). 5. WF + (0% wtr + 00%FSM). 6. WF + (75% wtr + 5% ACW). 7. WF + (50% wtr + 50% ACW). 0

3 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl : Inrnts n ontons or kn. Inrnts Quntty (%) Contons or kn Flour 00 Mxn mn low tn 0 mn Wtr / n FSM, ACW or BM* Optmum, s on n rto o ry nrnts Slt Yst Sur 5.0 Rstn tm 0 mn Br mprovr. Stn, moln n pnnn mn Glutn.0 Frmntton (Proon) 5 mn/7 C/86 RH** SSL*** 0. Bkn mn/0 C Sortnn.0 Cooln 60 mn/5 C Br sotnr 0.5 Sln n pkn 9 sl/on lo n polytyln s Clum propont *(FSM) Frmnt skm mlk; (ACW) A s wy; (BM) Buttrmlk (Rplmnt o wtr wt 5, 50, 75 n 00% o FSM, ACW or BM); ** (RH) Rltv Humty n *** (SSL) soum stroyl ltylt. 8. WF + (5% wtr + 75% ACW). Pysl Msurmnts o Pn Br: Lo wt () o 9. WF + (0% wtr + 00% ACW). t rsultn r ws msur tr ooln or on 0. WF+ (75% wtr + 5% BM). our, on tl sl, wl lo volum (m ) o r. WF + (50% wtr + 50% BM). ws msur usn rps rplmnt mto. WF + (5% wtr + 75% BM). orn to t prour o AACC []. Sp volum. WF + (0% wtr + 00% BM). (m /) o r ws lult y vn lo volum y ts wt, wl nsty (/m ) o r ws To mk r, t ry nrnts wr mnully lult y vn lo wt y ts volum. Totl mx n w owl n tn to mxn owl ttrtl ty (TTA) o rw mtrls n r ontnn wtr or (wtr + ry nrnt) n smpls ws vlut ollown t mto sr n sortnn. T omponnts wr torouly mx wt AACC []. T ph vlu ws trmn or ll tst ltr mxr or mn t low sp. T mxn sp ws smpls y ph mtr (Jnwy, 50, UK). tn n to mum or mn n tn t sp or 8 mn. T ou ws v nto ps o 500, Dtrmnton o Mnrls: Mnrls ontnt ws roun y n n llow to rlx or 0 mn. T stmt y tom sorpton sptropotomtr (mol ous wr mol tn pnn n proo 00, Prkn-Elmr, Bonsl, UK) orn to t (rmnt) or 5 mn t 7 C n 86% rltv umty prour outln y AOAC [4]. n rmntton nt. T proo ps wr k t 0 C/ mn n n ltr ovn. Susquntly, t Snsory Evluton: Lovs wr ornolptlly k r smpls wr tn pnn n ool or vlut or tr xtrnl n ntrnl proprts y t room tmprtur, pk n polytyln s n trtn stu mmrs o Foo Tnoloy Rsr us or urtr nlyss. Insttut, Arulturl Rsr Cntr, Gz, Eypt orn to Lwlss n Hymnn [5]. T pnlsts Anlytl Mtos: wr sk to sor or rust olor (0), rum olor (0), Proxmt Anlyss o Rw Mtrls n Br volum (5), txtur (5), rn (5), symmtry o orm (5), Smpls: Mostur, s, protn n ru t wr rom (0), tst (0), moutl (0), sln qulty (5) trmn orn to t mto o AACC []. n ovrll ptlty (00). Croyrts wr lult y rn. Flln numr, wt, ry lutn ontnt n lutn nx n t Amno As Contnt: T ontnt o mno s ws lour smpl wr trmn y t mto sr n trmn wt mno nlyzr (Borom 0, AACC []. Frn) orn to t mto o AOAC [4]. Rolol Crtrsts: Rolol rtrsts o ou smpls wr tst usn rnorp n xtnsorp pprtus orn to t mto sr n AACC []. Msurmnts o Br Crum Txtur: T nstrumntl txtur msurmnts wr m on rs n stor r smpls wt n Instron unvrsl tstn mn (Comt, B typ, Twn), prov 0

4 Worl J. Dry & Foo S., 8 (): 00-7, 0 wt sotwr s sr y Dvou t l. [6]. On m o t s o t r smpls ws rmov rom ll ss. Approxmtly (40 x 40 x 0) mm p ws pun out, pl on t lt st n t txtur trmn. Txtur prol nlyss (TPA) ws prorm wt n lumnum ylnrl pro (5 mm n mtr). Br sls wr omprss to 50% o tr ornl t t ormton sp o mm/s n t omprsson urv ws ror. T sotwr ws us to lult rmnss (N), osvnss, ummnss (N), wnss (N), sprnnss n rsln vlus o t r smpls. Mns o sx rplts n stnr vtons or TPA prmtrs wr lult n us or orrlton nlyss. Sttstl Anlyss: All t wr xprss s mn vlus ± stnr vton or tr sprt trmntons. Sttstl nlyss ws prorm usn on wy nlyss o vrn (ANOVA). Drns mon mns wr ompr usn t Dunn's multpl rn tst wt snnt lvl o P<0.05. Rltonsp mon msurmnt vrls wr stu usn Prson orrlton, R n t orrlton tor. Sttstl nlyss ws onut wt t Sttstl Anlyss Systm [7]. RESULTS AND DISCUSSION Pyso-Cml Anlyss o Rw Mtrls: Pyso-ml omposton o rmnt skm mlk (FSM), s wy (ACW), uttr mlk (BM) n wt lour (WF) s vn n Tl. Dt sow tt uttrmlk r lvls o t (6.%), ty (.%) wl s wy lowr t n protn ontnt (0.% n 0.5%, rsptvly) ompr wt otr rw mtrls. Wt lour ws r n ts royrts ontnt (7.9%) n ton to ts protn ontnt (.7%). On t ontrry, rmnt skm mlk lowr royrts ontnt (.76%) n lowr ph vlu (.99) ompr wt otr rw mtrls. Ts rsults r n rmnt wt tos otn y Msur t l. [9], Dmr t l. [8], Ammr t l. [9] n Lonkr t l. [0]. Rolol Crtrsts o Wt Dou Prpr y Rpln Wtr wt Drnt Lvls o Slt Dry Inrnts: Rolol rtrsts rlt t ou proprts urn prossn n t qulty o nl prout. Tl sows t rsults o t rnorp n xtnsorp vluton o wt lour ou prpr y rpln wtr wt rnt lvls o FSM, ACW or BM. Comprn to ontrol ou (00% wtr) FSM, ACW or BM s unton o nrs protn prnt n t ou. Ts t ws mor pronoun n wt lour ou prpr y rpln wtr wt rnt lvls o uttrmlk, wrs t nrs n wtr sorpton ws up to 7% n t ou smpl wt 00% uttrmlk. Sn, t s known tt most ry protns r wtr solul ut lutn, wt ou protn, s mostly wtr nsolul [, ]. Hr wtr sorpton pty o ou rprsnts onsstny w s srl n r mkn. Tror, t s oun tt nrs n rpln lvl o FSM, ACW or BM lnrly nrss wtr sorpton pty o ou. Ts rsults wr xpt u to struturl moton n ou u to o FSM, ACW n BM w llow mor wtr sorpton u to yron onn. Erou-Arnozky t l. [0] osrv tt ry nrnts nlun wy powr nrs wtr sorpton. Al-E t l.[] rport tt ou prpr y t 00% o unrmnt or 5% o rmnt prmt s snntly r wtr sorpton s wll s Gélns t l.[4] oun tt rmnt mlk v snntly r ou wtr sorpton ompr to t non-rmnt mlk. T r wtr sorpton o ou smpls (S-S) my v n u to t nrs yrton pty o t slt ry nrnts, prtulrly uttrmlk. Ts nrs oul ttrut to t wtr-solul omponnts o FSM, ACW n BM su s ltos, lumns n loulns [5]. It s n wll stls tt mlk sols nlun ou sorpton. It s nrlly rul tt ou sorpton nrss y prnt qul to tt o t ry prout us [6]. Erou-Arnozky t l. [0] oun tt r ou prpr wt wy powr rqur % mor wtr tn t ontrol wn t t 80 C. Wt rspt to ou vlopmnt tm, t oul osrv rom t Tl tt wt lour ou t lowst vlopmnt tm ( mn), w nrs upon rpln wtr wt FSM, ACW or BM. Dou vlopmnt tm rn rom.0 to 5.0 mn. T nn o t prsnt stuy r n onormty wt t stus o Bln t l. [5] wo rport n nrs n ou vlopmnt tm wn FSM, ACW or BM ws us to rpl wtr n t wt lour ou. Dou stlty, w s n ntor o ou strnt, lso nrs snntly (P<0.05) n t ou smpl wt 5 n 50% FSM r 6 n 5.5 mn, rsptvly, wl t 0

5 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl : Pyso-ml nlyss o rw mtrls (% ry wt). Inrnts Crtrst FSM ACW BM WF Mostur 90. ± ± ±0. Totl sols 9.87 ± ± ±0. Protn*.6 ± ± ± ±0.05 Ft.5 ± ± ±0.05. ±0.05 As 0.98 ±0.0.9 ± ± ±0.08 Wt lutn ±0.065 Dry lutn ±0.075 Glutn nx ±0. Flln numr ±0.00 ph vlu.99 ± ± ±0.0 TTA** 0.98 ± ±0.0. ± ±0.0 Totl royrt.76 ± ± ± ±0.06 (FSM) Frmnt skm mlk; (ACW) A s wy; (BM) Buttrmlk; (WF) Wt lour. *Nx5.70 or wt lour; Nx6.8 or ry y- prouts. **Totl ttrtl ty s % lt. Dt r mn vlus ± stnr vton o tr trmntons. Mn vlus n t sm row ollow y rnt suprsrpt lttrs r snntly rnt t P<0.05. Tl : Et o rpln wtr wt rnt lvls o slt ry nrnts on rolol proprts o wt lour ou. Frnorp prmtrs Extnsorp prmtrs WA AT DDT DST DS MTI MRE EX E Smpls (%) (mn) (mn) (mn) (B.U) (B.U) (B.U) (mm) PN (m ) l 6.0 ± ±0..0 ± ± ±0.0 0 ± ±.0 40 ±.0.9 ±0.04 ± ±0.5.0 ± ± ±0. 0 ±.0 0 ±.0 90 ±.0 4 ± ± ±0..0 ± ± ±0. 0 ±.0 0 ±.6 0 ±.0 85 ±.0.7 ±0.6 ± ±0..0 ± ± ± ±0.0 0 ±.0 k 0 ±.0 8 ±.0.56 ±0. ± ±0..0 ±0..0 ±0..0 ±0. 60 ±.0 40 ±5.0 l 0 ±.0 65 ±.0.69 ±0.4 k 5 ±.6 6 k 6.9 ±0.0.0 ±0..5 ± ±0.6 0 ±.0 0 ±.0 40 ±.0 40 ±.0.07 ± ± ± ±0..0 ± ± ±0.0 0 ±.0 60 ±.6 5 ±.0.67 ± ± ±0..0 ± ±0..0 ±0.4 0 ±.6 0 ±.6 40 ±.0 5 ±.0.5 ± ± ± ±0..5 ±0..5 ±0. 0 ±.6 50 ±5.0 0 ±.0 0 ±.0.46 ± ± ±0.5.0 ±0.4.5 ± ±0.5 0 ±.0 40 ± ±4.0 ± ± ±..0 ± ± ± ±.0 50 ±.6 0 ±.0 ±.0.54 ± ± ±0..5 ±0..0 ±0..0 ±0. 40 ±.0 50 ±4.0 0 ± ± ± ± ±0..0 ± ± ±0. 50 ±.0 50 ±.6 60 ±.0 95 ± ± ±.0 Dt r mn vlus ± stnr vton o tr trmntons. Mn vlus n t sm olumn ollow y rnt suprsrpt lttrs r snntly rnt t P<0.05. (WA) Wtr sorpton; (AT) Arrvl tm; (DDT) Dou vlopmnt tm; (DST) Dou stlty tm; (DS) Dr o sotnn; (MTI) Mxn tolrn nx; (MRE) Mxmum rsstn to xtnson; (EX) Extnslty; (PN) Proportonl numr (R/E) n (E) Enry. nrs n ou stlty ws non snnt n t ou smpls wt 5 n 50% ACW n BM. Dou stlty sow rmnt n tr vlus s FSM, ACW or BM ws nrs up to 75 n 00% n t wt lour ou s oul sn n Tl. Ts rs n ou stlty t r rpln lvls o FSM, ACW or BM my u to t nrs protn prnt n t ou n onsquntly ntrrn o sulpyryl roups o ry prout n t norml sulpyryl/sulp ntrn rtons ourrn urn wt lour ou vlopmnt or my u to t t o ry nrnts on stlty wt ou. Gélns t l. [4] rport tt ly ry nrnts snntly ru ou mxn stlty. Ts rsults r n rmnt wt tos otn y Ammr t l. [9], wo rport ntv t or t ton o wy on wt lour ou stlty, wl Bln t l. [5] oun tt t ton o wy n uttrmlk snntly nrs ou stlty, u to t rol o pyso-ml proprts o wy n uttrmlk w ontn rnt protn sours, mlk t n ltos. Al-E t l. [] oun tt t susttuton 04

6 Worl J. Dry & Foo S., 8 (): 00-7, 0 wtr wt unrmnt prmt up to 00% n ontnn 5 n 50% t st sor or ovrll rmnt prmt up to 50% nrs rnorp ptlty (9.0 n 9.9, rsptvly) ompr stlty tm n tt ws ssot wt snnt wt otr r smpls n tr wr no snnt nrs n ou mxn tolrn. Ts rsults my (P>0.05) rns wt t ontrol r. It oul u to t rnt rtons unr t ontons o lv tt FSM- r up to 00% rust ou prprton. Alomr t l. [7] mnton tt olor, txtur, rn, rum olor n moutl, smlr to sulpyryl/sul roup my ply n mportnt tor tt o t ontrol r. FSM- r up to 75% n ontrolln t proprts o ou. volum n rom smlr to tt o t ontrol r. Extnslty trmns t lty o t ou to In t s o 75% s wy r, xtn urn s prouton y yst urn proon. pnlsts ssn lowr sor tn t ontrol r Exssvly xtnslty rsults n wk n slk or volum, moutl, rom n tst, owvr, t ou, w ollpss urn t proon st or wl ovrll ptlty ror 9.8 t 5% rpl kn n t ovn. Mxmum rsstn to xtnson o s wy r n tr wr no snnt t ou msurs t lty o t ou to rtn s rns wt t ontrol r. In t uttrmlk- n susquntly to orm sprny r. A vry r, s t mount o uttrmlk nrs n r rsstn to xtnson lso rsults n lowr lo volum ou, most o t snsory ttruts ror lowr us t tou ou s not pl o proon to n sor tn t ontrol r. Rplmnt o wtr wt optmum t wt t s prou y t yst [8]. 75 n 00% uttrmlk t on txtur, volum, Tr s nrl rmnt out t lnk twn tstn rom n tst; ts my u to sour tst n n kn prormn. A oo lo volum s v uttrmlk-ontnn r t r lvls. Howvr, t t s uls wtn t rmnt ou xpn ovrll ptn o 5 n 50% rpl uttrmlk wt mnml rupturn urn proon n kn. rs ror 9.8 n 9.46, rsptvly. Ts Tror, kn prormn s rlt to t ntrply rsults r n rmony wt Msur t l. [9], Kur n twn rsstn to xtnson (Rmx) n xtnslty Bw [0], Hrtn t l. [] n Dvy n Ro []. [9]. Extnsorp rsults or t nvstt smpls r Sttstl nlyss o snsory sors nt tt t summrzs n Tl. In t prsnt stuy, t st ovrll ptlty o t rsultn rs n rmnt n mxmum rsstn to xtnson ws rn otn y rpln wtr wt 5 n 50% rmnt only twn 6.5% or 5% ACW to.9% or 5% BM skm mlk, s wy n uttrmlk n r n wt lour ou n t rmnt n xtnslty ormulton. r 5.7% n wt lour ou prpr y rpln wtr wt 5% BM ompr wt t ontrol ou. Et o Rplmnt o Wtr wt Drnt Lvls o Ts rsults wr n prlll wt t rsults o pysl Slt Dry Inrnts on Pysl Proprts o n snsory proprts wrs rplmnt o wtr wt Br: T t o rplmnt o wtr wt FSM, 5 n 50% FSM, ACW or 5% BM n r ou ACW or BM on lo wt, lo volum, sp volum, r sors n snsory vluton n sp volum nsty, ph n TTA s sown n Tl 5. Lo wt o s % o t ontrol r. T us o ry nrnts r not r snntly (P>0.05) n t lo mprovs t nln proprts o r ou, s wll wt o t r smpls rmn unn s t s t r qulty. Howvr, t omplxty o t r rplmnt lvls o ry nrnts nrs. T mkn systm, nlun svrl sts o prossn volum o r lo ws msur y rps n ntrton mon t omponnts, mk t ult to splmnt mto. T mn vlus o lo volum prt t prormn o prtulr ry prout [0]. llustrt t t o rplmnt o wtr wt FSM, ACW or BM on t volum o t r lovs. As t Et o Rplmnt o Wtr wt Drnt Lvls o rplmnt lvl o wtr wt FSM, ACW or BM n t Slt Dry Inrnts on Snsory Proprts o r ou ws nrs, lo volum o r Br: Potorps o r smpls r llustrt n rs susquntly. T st lo volum ws F.. Snsory vluton sors or t rs vn y r prpr rom wt lour, wtout ny wt rnt lvls o FSM, ACW or BM r prsnt rplmnt o wtr (68.67m ), wl t lowst lo n Tl 4. Control r smpls ror t st volum (80.6m ) ws otn y r prpr rom sor or ll ttruts. Amon ll ry nrnts s wt lour ontnn 00% uttrmlk. Ts t my r trtmnts, rmnt skm mlk -r u to t rplmnt o wtr wt 00% FSM, ACW 05

7 Worl J. Dry & Foo S., 8 (): 00-7, 0 () () () () (): Control smpl (Wt lour, 7% xtrton, 00% wtr) (): Pn r Smpls wt rnt lvls o rmnt skm mlk (FSM) (): Pn r Smpls wt rnt lvls o s wy (ACW) (): Pn r Smpls wt rnt lvls o uttrmlk (BM) F. : Br lovs ross-ston o ontrol n otr trrmnts. Tl 4: Snsory rtrsts o pn r prpr y rpln wtr wt rnt lvls o slt ry nrnts. Volum Bloom/rust Summtry o Txtur Grn Crum Arom Tst Mout Sln ovrll Smpls (5) olor (0) orm (5) (5) (5) Color (0) (0) (0) l (5) qulty (5) pt-lty (00) 4.6 ± ± ± ± ± ± ± ± ± ± ±. 9.8 ± ± ±.0. ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±.4 9. ± ± ±.08.7 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±.4 4. ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±.07.8 ± ± ± ±0.8.8 ± ± ± ± ±0.4.8 ±.0.87 ± ± ± ± ± ±4.0. ±.5 9. ± ± ± ± ± ± ± ± ±5.8. ± ± ± ±.8.87 ± ± ± ±.7.98 ± ± ± ± ±0.79. ±.5.45 ± ± ± ± ± ±6.79 Dt r mn vlus ± stnr vton (n = ). Mn vlus wtn olumns wt rnt suprsrpt lttrs r snntly rnt t P<

8 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl 5: Pysl proprts o pn r prpr y rpln wtr wt rnt lvls o slt ry nrnts. Sp volum Smpls Wt () Volum (m ) Sp volum (m /) Dnsty (/m ) ph TTA* (% o ontrol) ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± k ± ± ± ± ± ± ± ± ± ± ± ±. 5. ± ± ± ± ± ± ± ± ±0.9.4 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± k ± ± ± ± ± Mn vlus o tr rpltons ± stnr vton. Mn vlus wtn olumns wt rnt suprsrpt lttrs r snntly rnt t P<0.05. *(TTA) Totl ttrtl ty. or BM w rsult n rs rsstn to xtnson n nry vlu n tus t ou oms wkr n unl to rtn t s volv urn rmntton, proon n susquntly urn kn pross. Su ou my ollps urn kn n rsult n rs volum s oul sn n Tl 5. Ts rsults r n rmnt wt tos o Al-E t l. [] wo rport tt prmt t 50% susttuton ws most tv n nrsn t lo volum ompr wt otr trtmnts n tus oul u to ltos n lt rmntton w my stmult t s ormton urn ou proon. F. : Sp volum o t rs prpr y Smlrly, t sp volum (m /) o t r rpln wtr wt rnt lvls o slt smpls ws lult n t n not tt t ry nrnts. r t rplmnt lvl o wtr wt FSM, ACW or BM, t lss t r lo sp volum. Rplmnt n ts mt ttrut to t prsn o t o wtr wt ry nrnts snntly (P<0.05) protos-ppton known s lo volum prssnt rs t sp volum o r ompr to t [, 4]. ontrol r smpl. T st trtmnt n ts rr Prnt o sp volum o r, rltv to t ws oun to n t 5 n 50% s ontrol rn rom 68.6% or 00% uttrmlk rpl wy- rs (5. m /) ollow y t 50% r to 95.78% or 50% s wy rpl r. rmnt skm mlk- r (5.04 m /) ompr T slt rs n sp volum oul rlt to wt otr trtmnts s n sn n F. ; Wrs, t wy tt t protns n ry nrnts ntrt wt rplmnt o wtr wt 00% uttrmlk ws t ottom t lour n yst to orm ou. Knny t l. [] wt sp volum (.66 m /). Ts rsults r rport tt r m wt wy protn onntrts onsstnt wt tos otn y Gélns t l. [4], wo nrlly lss volum ompr to t ontrol m oun tt rmnt ry nrnts snntly wtout ry nrnts. Gélns t l. [4] lso oun prssn t on r sp volum o pn r tt norporton o rmnt ry nrnts n pn n t utors lso rport tt t r sp r ormulton rs sp volum. Howvr, volum ws unton o t ty o t nrnts. t loss o lo volum ws rvrs y tn t ry In ton, t r wt unonntrt nrnts t 80 C [0]. On t otr n, Ln t l. [5] wy snnt rs n t sp volum sow tt t ton o nont ry mlk nrs lo 07

9 Worl J. Dry & Foo S., 8 (): 00-7, 0 ry nrnts on r ph n totl ttrtl ty (TTA) s prsnt n Tl 5. Totl ttrtl ty o r smpls ws msur n t mn vlus o t TTA llustrt t t o rplmnt o wtr wt FSM, ACW or BM on TTA o t rsultn r. It ws oun tt ry nrnts ton us nrs n r totl ttrtl ty lnrly n mxmum TTA ws osrv n t s o t 00% rmnt skm mlk n uttrmlk- rs (0.05%) n t mnmum vlu or ts prmtr ws ror n t ontrol r smpl (0.00%). It oul not rom Tl 5 tt t F. : Dnsty o t rs prpr y rpln wtr totl ttrtl ty o r ou snntly wt rnt lvls o slt ry nrnts. prssn t on r sp volum n ts t ws mor pronoun n t 00% rmnt skm mlk, volum t lvl o potssum romt nrs. Ts s wy n uttrmlk- rs. T sm supports t tt rmnt skm mlk, wy n trn ws lso osrv or r ph w rn rom uttrmlk protns v ntv t on lo volum to 5.. Ts rsults r n orn wt tos Butt t l. [6] rport tt t rs n lo volum otn y Gélns t l. [4]. o r my ttrut to t ruton n wt strutur ormn protns n low lty o ou to Proxmt Cml Composton o Pn Brs ntrp r u to t luton t on lutn wt t Prpr y Rpln Wtr wt Drnt Lvls o ton o non-lutn protns to wt lour. Slt Dry Inrnts: T ml omposton o Prout nsty s rtly rlt to t xpnson o t r smpls ontnn rnt lvls o slt ou urn proon n kn n t rtnton o ry nrnts r summrz n Tl 6. Bslly, ss wtn t lutn strutur, up to t pont o protn, s n t ontnts wr nrs rtly om-to-spon onvrson. Mny nrnt, ormulton proportonl to t lvl o FSM, ACW n BM n n prossn tors nput to nl prout nsty. t ormulton o pn r. Pn r w wtr ws Ts r mnly mnst trou ns n prout rpl wt 00% uttrmlk snntly (P<0.05) volum n ll strutur. T nsty (/m ) o t ror t st protn ontnt (.94%) ollow y r smpls ws lult n t oul osrv t r smpls wt 00% rmnt skm mlk rom t Tl 5 tt ry nrnts ton us (.49%) n 00% s wy (.49%) ompr nrs n r nsty lnrly n mxmum nsty to t ontrol smpl. Control pn r snntly ws osrv n s o t 00% uttrmlk- r (P<0.05) sow t lowst protn ontnt (.4%). (0.7 /m ) n mnmum vlu or ts prmtr ws T ontnt o s n ll ormulton o rs rn ror n t ontrol r smpl (0.87 /m ) s rom. to.6% wt t r smpl wt 00% oul sn n F.. s wy snntly (P<0.05) ror t T lssr nsty mon t rsultn r smpls st ontnt o s (.6%), w u to t s ws osrv n t 5 n 50% s wy- ontnt n s wy ompr wt otr ry rs ollow y t 50% rmnt skm mlk- nrnts. Howvr, t lowst s ontnt ws r (0.95 n 0.99 /m, rsptvly), t lssr osrv n t ontrol r smpl (.%). Brs n nsty o r rlts t oo txtur o t lovs w wtr ws rpl wt 00% uttrmlk wt ttr rn ormton n lso optmum kn o snntly (P<0.05) ror t st t ontnt t prout. Ts rsults r n t rn o tos (5.9%), wrs t ontrol r smpl t lowst rport y Cuvn n Youn [7], wo rport tt t ontnt (.45%). On t otr n, t ontnt o nsts o UK snw r, US pn r, Hrt mostur n rs ws nrs rtly proportonl to r, Hmurr uns n Rolls rn rom 0. to t lvl o FSM, ACW or BM n t ormulton o 0.5; 0.7 to 0.0; 0. to 0.5; 0.7 to 0.0 n 0.0 to 0.5 r. Howvr, t rn ws not snnt wt /ml, rsptvly. In ton, Mlomo t l. [8] oun 00% s wy n uttr mlk twn t tt t nsty ws 0.0 /ml o wt r nrmnt ontrol n ll ormultons xpt or t r smpls wt Wrnks Inn s. T t o slt wt 00% s wy n uttr mlk w 08

10 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl 6: Cml omposton o pn r prpr y rpln wtr wt rnt lvls o slt ry nrnts (% ry wt). Smpls Mostur Protn Ft As Totl royrts Enry (Kl) 8.5 ±0. m.4 ± ± ± ± ± ± ±0.0.4 ± ± ± ± ± ± ± ± ± ±0.04. ± ± ± ± ± ± ± ± ± ± ± ±0. l.0 ± ± ± ± ±0.6 k.7 ± ± ± ± ± ±0.8.4 ± ±0.0.0 ± ± ± ± ± ±0.0.6 ± ± ± ±0..67 ± ±0.0.9 ± ± ± ± ± ± ± ± ± ±0.4.5 ± ± ± ± ± ± ± ±0.0.6 ± ± ±0.77 Dt r mn vlus ± stnr vton o tr trmntons. Mn vlus n t sm olumn ollow y rnt suprsrpt lttrs r snntly rnt t P<0.05. Tl 7: Mnrl ontnt o pn r prpr y rpln wtr wt rnt lvls o slt ry nrnts. Mnrl ontnt (m/00) Smpls F Zn C K N M P N/K 6.6 ±0.6.4 ±0.00 m 46.8 ± ±.55.4 ±0.0. l 0. ± ±0.0.7 ± ± ± ±0.0.9 ±0.0 k 0. ± ± ± ± ± ± ± ±0.0.4 ± ± ± ± ± ±0.0.6 ± ±.5.67 ±..9 ± ± ± ± ± ± ±0..4 ± ± ± ± ± ±0.0. ± ± ± ± ± ± ± ± ± ± ± ± ±0.0.7 ± ± ± ±0.0 l 56.9 ± ±0.0.5 l 7.68 ±0.00 k 0. ± ± ±0.0 k ± ± ±0.0 k 8.08 ± ± ± ± ± ± ± ± ± ± ± ± ± Mn vlus o tr rpltons ± stnr vton. Mn vlus wtn olumns wt rnt suprsrpt lttrs r snntly rnt t P<0.05. ror 8.09 n 8.94%, rsptvly. Ts ws t r t ry nrnts nto r, t ttrut mnly to t r wtr sorpton o r ontnts o protn, s n t, tus ry uttrmlk n s wy w my v n nrnts mprovs t nutrtonl vlu o t rsultn u to t nrs yrton pty o t two ry r. Ts rsults r n ppro wt tos otn y-prouts, prtulrly uttrmlk. y Dvy n Ro [], Cuvn n Youn [7] n Tr wr snnt rns (P<0.05) mon t Anolon n Collr [9]. r smpls n royrts ontnt. T ontrol r smpl t st ontnt o royrts Mnrl Contnt o Brs Prpr y Rpln Wtr (44.47%) ollow y t on wt 5% s wy wt Drnt Lvls o Slt Dry Inrnts: (4.97%) wl t r wt 00% uttrmlk t Convrson o wt nto wt lour y mlln rus lowst royrts ontnt (9.59%). In t prsnt t ornl lvl o nutrnts n t wt. Tror, t stuy, ll r smpls lor vlus rn mnrl ontnt o r vrs onsrly wtn n twn 50.4 n 6. Kl/00. Howvr, t twn rnt r typs pnn on t lour rtst vlu ws osrv n 00% uttrmlk- prossn s wll s on t nrnts us n t rp r (smpl). Ts rsults r u to t 00% [40, 4]. Tl 7 prsnts t mro- n mro-mnrl uttrmlk rpl r ontn pprl mounts onntrtons o r smpls. Rplmnt o wtr o protn, t n ltos. T prsnt stuy sow tt wt FSM, ACW or BM nrs t mro-mnrl 09

11 Worl J. Dry & Foo S., 8 (): 00-7, 0 onntrtons (P<0.05), prtulrly t lum n Tror, t nrs n lysn, mprov t's lmtn potssum lvls o t r smpls ompr to t ttruts n wt lour. It s lso mprov t sulpur ontrol r smpl. Brs n w wtr ws rpl ontnn mno s; mtonn n ystn prsnt wt 00% FSM, ACW or BM r lvls (P<0.05) n r s wll s mprovn t lvl o lun n o mro-mnrls n zn tn tos o otr r vln. Ts rsults r n prlll wt tos o Mlomo smpls. Howvr, t rtst nrs ws osrv n t l. [8], wo rport tt t mno prol o t t 00% rmnt skm mlk- r (smpl 5) wt r nrs wt nrmnt wt Wrnks w 5.59% mor lum, 44.5% mor potssum ott Inn s nrs. n 50% mor posporous ompr to t ontrol r smpl. Ts rsults r u to t t t Nutrtonl Vlu o Br Contnn 50% o FSM, slt ry nrnts r oo sour o ts ACW n BM: Br s t populrly onsum oo mnrls. llovr t worl; n, t plys n mportnt rol n T lum ontnt n rmnt skm mlk, umn t. Howvr, r s nturlly low n protn n s wy n uttr mlk- rs ws lowr tn nutrtonlly not ln t u to t s low n som tt rport y Bln t l. [5], wl ws smlr wt ssntl mno s, splly lysn. Tus, n rnt tos rport y Mous t l. [4], Dlolu n Tunl yrs, mprovn t nutrtonl prol o wt wt [4] n Issrlysk t l.[44]. On t otr n, t r s n o mu ntrst. Ts usully rlz y mro-mnrl onntrtons o t FSM, ACW n BM supplmntn wt lour wt numr o untonl rpl rs nrs y vrous lvls ompr to nrnts o rnt orn tt ontrut to nn t ontrol r smpl; t rtst nrs ws mnrl, vtmn, protn or try r omposton n ror or zn (7.48%) n 00% s ontnt n t n prout. In t prsnt stuy, ort wy- r (smpl 9). Ts rsults r n s n m y rplmnt o wtr tr wt FSM, rmony wt tos rport y Bln t l. [5]. Iron ACW or BM n t r ormulton to vlop ontnt o rnt r smpls rn rom 4.90 to nutrtonlly r pn rs. Aorn to t sply 6.5 m/00, st ron ontnt ws ror n t n Tl 9, ly onsumpton o 00 o 50% FSM, 5% rmnt skm mlk- r (smpl ) ACW or BM- r woul mt pproxmtly 54.9 ompr to tos o otr r smpls. T r to 8.90 %,.90 to 5.7%, 44.9 to 45.7%,.4 to smpls prpr y rpln wtr wt slt ry 7.86%, to 7.7% n.8 to 9.05% o DRIs or nrnts t N/K rtos rn rom 0.0 to 0.06 sulur mno s, lysn, stn, solun, w los to rommn rto (Tl 7). Tus t (pnyllnn+ tyrosn) n tronn, rsptvly. On rsultn rs r onsr n vnt or popl t otr n, mnrl lmnts must suppl rom wt rnl n loo prssur prolms. Snnt oo us t oy nnot syntss tm. It s proporton o t umn populton pprs to t rsk n stmt tt ovr 60% o worl's populton s ron u to ny n on or mor mronutrnts. Sn nt, ovr 0% s zn nt n out 5% s r s mor try sour or t populton, slnum nt [50]. Dns o C, M n Cu r rmnt skm mlk, s wy n uttrmlk rr ut oul our n rtn populton roups. oul us s untonl nrnts to mprov t T prolms o try mlnutrton r usully mnrl n mronutrnt ontnts. rss trou supplmntton, oo ortton or try vrston. Dt rvl tt r Et o Rplmnt o Wtr wt 50% o Slt ontnn 50% tr o FSM, ACW or BM woul Dry Inrnts on t Amno A Prol o Wt prov mor qut ntks o ssntl lmnts, s Br Smpls: T mno omposton o t xpt. A ly porton o 00 o rmnt skm mlk, rsultn r n t ontrol r s vn n Tl 8. s wy n uttrmlk rpl rs n mt Dt rvl tt n nrs o lmost mno s roun 7 to 68%, to 0%, 4 to 9% n 6 to 0% o prtulrly ssntl mno s o wt r smpls DRIs or ron, zn, lum n mnsum or ults prpr y rpln wtr wt 50% o FSM, ACW or (ml/ml), rsptvly. From t rsults ov, t BM. Ts nn ws k y t t tt t ry oul onlu tt usn rnt ry nrnts protns n qut supply o ll t ssntl mno su s rmnt skm mlk, s wy or s wt t possl nluson o sulpur-ontnn uttrmlk n r mkn rsult n mprovn t mno s su s mtonn n ystn [45]. nutrtonl vlu o t nl prout. 0

12 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl 8: Amno ontnt o pn r prpr y rpln wtr wt 50% o slt ry nrnts. Conntrton (%) Amno s Control FSM ACW BM Arnn Asprt Alnn Isolun Proln Tronn Glutm Glyn Srn Cystn Vln Pnyllnn Lysn Lun Mtonn Hstn Tyrosn (Control) Wt lour (7% xtrton, 00%wtr). (FSM) rmnt skm mlk; (ACW) s wy n (BM) uttrmlk. Tl 9: Contruton o mro- n mro- nutrnt ntks to t rlvnt DRIs*onsumn n vr porton (00) o r ontnn 50% o slt ry nrnts. Contruton to DRIs (%) Itms DRIs Control r FSM r ACW- r BM - r Mro-nutrnt (/y) Protn Croyrts Enry (Kl/y) Mro-nutrnt(m/y) F Zn C K N M P Amno s (m/k/y) Hstn Isolun Lun Lysn Mtonn + ystn Pnyllnn + tyrosn Vln Tronn *(DRIs) Dtry Rrn Intks or ults (ml/ml o 9-70 yrs o ) st y t Foo n Nutrton Bor, [46-49]. Et o Rplmnt o Wtr wt Drnt Lvls o wt s kry prouts t prmry rol s ply Slt Dry Inrnts on t Txturl Proprts o y lutn. T nlyss o rmnss nt tt wn Br: T rsults rom txturl nlyzr msurmnts o t rplmnt o wtr wt FSM, ACW or BM lvl t r rum r vn n Tl 0. Intl rmnss o nrs, t rmnss o r rum sm to ontrol r ws N n nrs to.694 N n nrs, owvr, rplmnt o wtr wt 5 n 50%.957 N on t son n tr y o stor, s wy n r mkn not us rsptvly. T ntrtons twn str n otr snnt t on rmnss (0.858 n 0.86 N, mromolulr onsttunts r splly mportnt or rsptvly) on t y o kn, ompr wt t struturl ns ourrn n r rum. In trtonl ontrol r smpl. A snnt nrs o rmnss

13 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl 0: Et o rpln wtr wt rnt lvls o slt ry nrnts on txtur prmtrs o pn r ovr ys stor pro. Smpls Frmnss (N) Cosvnss Gummnss (N) Cwnss (N) Sprnnss Rsln Zro tm ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.05 y ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.0.0 ± ± ± ± ± ± ± ± ± ± ±0.0.8 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.0 y.694 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.0.8 ± ± ± ± ± ±0.0.7 ± ± ± y.957 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.0.7 ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ± ±0.04. ± ± ± ± ± ±0.0.7 ± ± ± ± ± ± ± ± ± ±0.09 Dt r mn vlus ± stnr vton o sx trmntons. Mn vlus wtn prtulr olumn wtn prtulr stor pro ollow y rnt suprsrpt lttrs r snntly rnt t P<0.05.

14 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl : Dunn's multpl rn tst or t txtur proprts o pn r prpr y rpln wtr wt rnt lvls o slt ry nrnt ovr ys stor pro. Smpls Frmnss (N) Cosvnss Gummnss (N) Cwnss (N) Sprnnss Rsln Mn vlus wtn olumns wt rnt suprsrpt lttrs r snntly rnt t P<0.05. tr t ton o rmnt skm mlk n uttrmlk r smpls ontnn 50, 75 n 00% uttrmlk rn rom 0.9 to.40 N n rom.6 to.0 N, (.046,.89 n. N, rsptvly), Br wt t rsptvly, on t y o kn. Sttstl nlyss o lowst ummnss ws m wt rplmnt o wtr ll stu r smpls ovr t stor pro wt 00% rmnt skm mlk n 5% s (Tl ) sow tt t rplmnt o wtr wt 50% wy, s oul sn n Tl. s wy not us snnt (P>0.05) In t s o wnss (prout o rmnss, t on rmnss on t tr y o stor ompr sprnnss n osvnss), tr wr no snnt wt t ontrol r smpl, wrs, r wt t rns (P>0.05) twn ontrol r smpl n st rmnss (.769 N) ws m wt 00% r smpls ontnn rmnt skm mlk up to 50%, rplmnt uttrmlk. In ton, rplmnt o wtr s wy up to 00% n 75% uttrmlk on t wt rmnt skm mlk up to 00%, s wy up y o kn (Tl 0). Sttstl nlyss o ll to 75% n uttr mlk t 5% lvl us slt ut nvstt r smpls ovr t stor pro snntly rr tn t ontrol r smpl. sow tt rplmnt o wtr wt rmnt skm All r smpls wt rplmnt lvls 5 n mlk up to 00%, s wy up to 50% rsult n 50% o FSM, ACW n BM sply smlr snnt ruton o wnss, w splly osvnss on t y o kn, w mns on sn tr t ton o 00% rmnt skm mlk t onsutv ys (Tl 0). Durn stor t rop (Tl ). Rplmnt o wtr tr wt FSM, ACW n vlu o osvnss ws smllst n t s o or BM rsult n snnt ruton o sprnnss rplmnt o wtr wt s wy up to 00%, ompr to t ontrol r smpl on t y o rmnt skm mlk up to 75% n uttrmlk up to 50% kn, xpt, r ontnn 5% uttrmlk n 50% n most pronoun wn 00% rplmnt lvl o s wy (Tl 0). Comprson o ll r rmnt skm mlk or uttr mlk wr us n rp. smpls unr stuy ovr t stor pro rvl tt Too rs o osvnss urn stor ll smpls sply lowr sprnnss vlus on t ntvly nluns onsumr's ptn o r, tr y o stor ompr wt t ontrol r us t rsults n rumln. Intl vlu o smpl. In most ss t sprnnss o nlyz ummnss (prout o rmnss n osvnss) o t smpls ropp urn stor (Tl ). Rplmnt ontrol r smpl ws N n nrs to.099 o wtr tr wt FSM, ACW or BM n r mkn N n.59 N on t son n tr y o stor, rsult n snnt (P<0.05) nrs o rsln rsptvly. Rplmnt o wtr wt 5 n 50% w ws mor pronoun wn 00% uttrmlk s wy n 5% rmnt skm mlk not us (0.48) ws us n rp, on t y o kn n snnt (P>0.05) t on ummnss on t y o omprson to t ontrol r smpl. Comprson o ll kn (0.609, 0.6 N n 0.64 N, rsptvly) ompr xmn smpls ovr t stor pro sow tt no to t ontrol r smpl. Comprson o ll snn rns (P>0.05) twn t ontrol nvstt r smpls ovr t stor pro r smpl n r smpls ontnn 50 n 75% rvl tt t st vlus wr osrv or rmnt skm mlk, 5 n 75% s wy n

15 50% uttrmlk (Tl ). Ts rsults r n rmony wt tos o Bln t l. [5], Jooyn [5] n Rostm t l. [5], wo rport tt rs wy n uttr mlk rs rmnss vlus smlr to t ontrol. Worl J. Dry & Foo S., 8 (): 00-7, 0 Et o Rplmnt o Wtr wt Drnt Lvls o Slt Dry Inrnts on Stln Rt o Br: As t r stls, t txtur o rum ns rom sot n spony txtur to on tt s rm. Hn, rmnss s on o t most ommonly us mtos to trmn t r o r stlnss, w s n sown to orrlt wt r stln s msur F. 4: Stln rt o t rs prpr y rpln y onsumr ptlty [5]. T stln (rmn) rt wtr wt rnt lvls o slt ry o r smpls (lult rom t rns o nrnts. rmnss rom tr n rst y o stor) (F. 4). Dt o stln rt o r smpls rvl tt ln to sotr rum. Morovr, ton o ry rplmnt o wtr tr wt FSM, ACW or BM nrnts n r ormulton rsult n r wt rtrton t on t stln rt o t sotr rum w u to ontnt o wtr ws rsultn r. Br ontnn rmnt skm mlk prott n r txtur s wll s nn o ltos up to 00% t st (P<0.05) rs n n str nrss lton tmprtur o str n n stln rt rn rom 0.05 to 0.48 N ollow rsult rss stln rt o r tr 7 [5]. s wy up to 75% n uttrmlk t 00%, n omprson to t ontrol r smpl. Kulp t l. [54] Corrlton Cont Btwn Crtrsts o n Zow [55] rport tt t rs wt wy Dou, Frs n A Br Smpls: Prson wr prv y pnlsts to sty rs lonr tn orrlton nlyss mon rolol, pysl, snsory ontrol. Ts rsults r n orn wt tos n txturl proprts o rnt ou r smpls otn y Bln t l. [5], wo rport tt t rum r lst n Tl. T rsults prov rn o rmnss vlus o t wy n uttr mlk r snnt orrlton onts (r) (rom 0.05 to 0.99) smpls wr lowr tn tt t ontrol tr 7 o or t rltonsp twn svrl prmtrs otn stor. In ton, t utors mnton lso tt rom t sr rnt nlyss o ou, rs n rplmnt o wtr wt 00% psturz uttrmlk stor rs. v t lowst rmnss vlu tr 7 w nts Wtr sorpton ws ntvly orrlt wt sotr rum. Yous t l. [6] osrv tt us o stlty (r = t P<0.0), lstty ( t P<0.0), onntrt wy rtr stln n mprov t xtnslty (r = t P<0.0), sp volum kpn qulty o Frn-typ r. Erou-Arnozky (r = t P<0.0), ovrll ptlty (r = t t l. [0] oun tt t ton o wy protn P<0.0), ut postvly orrlt wt nsty (r = t rsult n t lowst r rum rmnss vlus or P<0.0), protn ontnt (r = 0.88 t P<0.0), rmnss 0 n tr stor n tror, wy protn (r = t P<0.0), rmnss (r = t P<0.0), npnnt o t trtmnt, oul rs t rt o rmnss (r = 0.68 t P<0.0) n rmnss (r = 0.54 t r stln. Furtrmor, urn sour ou P<0.0); n s t wtr sorpton nrs t prprton, lt tr prou numr o protn ontnt, nsty n rmnss nrs, wl, mtolts w v n sown to v postv stlty, lstty, xtnslty, sp volum n t on t txtur n stln o r,.. orn ovrll ptlty rs. Sp volum ws s, xopolysrs n/or nzyms [56]. ntvly orrlt wt nsty (r = t P<0.0), Atonlly, t rop n ph ssot wt protn ontnt ( r = t P<0.0), rmnss 0 prouton uss n nrs n t protss n (r = t P<0.0), rmnss (r = t P<0.0), mylss tvty o t lour, tus ln to sotr rmnss (r = t P<0.0) n rmnss (r = txtur. Ts support t tt ton o rmnt t P<0.0), ut postvly orrlt wt ovrll skm mlk n t ormulton slow r stln n ptlty (r = t P<0.0); tror, s t 4

16 Worl J. Dry & Foo S., 8 (): 00-7, 0 Tl : Corrlton ont twn rtrsts o ou rs n r smpls. Itms Wtr sorpton Stlty Elstty Extnslty Sp volum Dnsty Protn Ovrll Aptlty Frmnss 0 Frmnss Frmnss Stlty ** Elstty ** 0.4** Extnslty ** 0.7* 0.94** Sp volum ** 0.600** 0.40** 0.** Dnsty 0.846** - 0.6** ** ** ** Protn 0.88** - 0.7** ** ** ** 0.78** Ovrll ptlty ** 0.548** 0.460** 0.6** 0.780** ** ** Frmnss ** ** ** ** ** 0.874** 0.876** ** Frmnss 0.767** ** ** ** ** 0.785** 0.76** - 0.6** 0.84** Frmnss 0.68** - 0.8** * ** 0.777** 0.59** ** 0.759** 0.797** Frmnss 0.54** ** ** 0.774** 0.97** ** 0.645** 0.65** 0.800** **Corrlton s snnt t P<0.0. *Corrlton s snnt t P<0.05. Frmnss 0,,, : Frmnss o sl r t y 0, y, y, y. sp volum nrs, t ovrll ptlty t ry nustry n t utlzton o rmnt skm mlk, nrs wl nsty, protn ontnt n rmnss wy n uttrmlk vll n u quntts to rs. In ton, nsty ws postvly mprov t nutrtonl vlu o t prout. orrlt wt protn ontnt (r = 0.78 t P<0.0), rmnss 0 (r = t P<0.0), rmnss (r = t REFERENCES P<0.0), rmnss (r = t P<0.0) n rmnss (r = t P<0.0), wl ntvly orrlt wt. Inrn, D., P. Prsnkr, J. Rv n G.V. Ro, ovrll ptlty (r = t P<0.0); Tus s t 007. Inluns o wy protn onntrt on t nsty nrs, t protn ontnt n rmnss rolol rtrsts o ou, mrostrutur nrs wl ovrll ptlty rs. n qulty o unlvn lt r (prott). Foo Furtrmor, ovrll ptlty ws ntvly Rs. Int., 40: orrlt wt rmnss 0 (r = t P<0.0), rmnss. Doru, D.V., D. Ston, I. Con, C. Mtsu n (r = t P<0.0), rmnss (r = ) n T. I. Trs, 0. T rovry o wy n som rmnss (r = t P<0.0); Hn s t ovrll kry prouts otns tnoloy. J. ptlty rs, rmnss nrs. Protn Arolmntry prosss n Tnoloy, ontnt ws ntvly orrlt wt ovrll 8(4): ptlty (r = t P<0.0), wl postvly. Al-s, A., K. R. Am, H. Aloomy, S. Alorrlt wt rmnss 0 (r = t P<0.0), rmnss Qr, D. Sl, H. Sk n L. Must, 0. (r = 0.76 t P<0.0), rmnss (r = 0.59 t P<0.0) n Crtrzton, onntrton n utlzton o rmnss (r = 0.97 t P<0.0); tus, s t protn swt n wy, Intrntonl Conrss o ontnt nrs, t rmnss nrs n t Ennrn n Foo, My -6, Atns, Gr. ovrll ptlty rs. Ts rsults r n 4. Mrtn-Dn, A.B., D. Ro, J. Frs, J. Muly, rmnt wt tos otn y Y [57], Gámro t l. G.T.M. Hnn n C. Brry-Ryn, 006. Wy [58] n Al-Sl n Brnnn [59] n ts utors prmt s o-prsrvtv or sl l rport tt volum ws ntvly orrlt wt mntnn o rs-ut vtls, Innovtv rmnss (r = ) n nrs volum ls lowr Foo S. Emr.T., 7: -. nsty. 5. Grs, P.W., H.C. Crpntr n R.S. Anrssn, 000. CONCLUSION Moln t vlopmntl roloy o wt lour ou usn xtnson tsts. J. Crl S., (): -. It ws onlu tt rplmnt o wtr wt 6. Yous, A.K., M.A. Au-Es, M.A. Hum n rmnt skm mlk or s wy up to 50% n M.J. Al-T', 998. Conntrton o wy uttrmlk up to 5% n r ou, mprov r n ts untonlty n Frn typ r. Int. J. qulty, rtr stln n promot t non-nzymt Dry T., 5: rownn, w s postv t on prout 7. Son, I., P. Mortn, A. Ol n R. Jmnz-lors, pprn n lvor vlopmnt n nn t 006. Compostonl n untonl proprts o nutrtonl vlu o t rsultn r. Tus, t s uttrmlk: A omprson twn swt, sour n sust tt t kry nustry oul ollort wt wy uttrmlk. J. Dry S., 89():

17 Worl J. Dry & Foo S., 8 (): 00-7, 0 8. Ptl, H.G. n A.H. Jn, 994. Dry nrnts n. Hlln, E., S. Inolu n P. Answort, 004. kry prouts - rvw. Bvr Foo Worl, Et o rmnt/rmnt owp lour ton : 4-9. on t rolol n kn proprts o wt 9. Msur, S.B., K.C. Trn n U.N. Kulkrn, 009. lour. J. Foo En., 6: Et o uttrmlk on qulty rtrsts o. Anton, A.A., K.A. Ross, O.M.R. Lukow, G. Fulr r. Krntk J. Ar. S., (5): -4. n S.D. Arntl, 008. Inlun o n 0. Erou-Arnozky, N., Z. Czuowsk n lour (Psolus vulrs L.) on som pysl n Y. Pomrnz, 996. Funtonlty o wy n sn nutrtonl proprts o wt lour tortlls. Foo n rmntton n n rkn y x n Cm., 09: -4. optmz prours. Crl Cm., 7(): Al-E, S.M., A. A. Al-Nswy n S.S. Al-Sk. Knny, S., K. Wrl, C. Stnton n E.K. Arnt, Am, 999. Inlun o susttutn wtr wt 000. Inorporton o ry nrnts nto wt ultrltr mlk prmt on ou proprts n r: Ets on ou roloy n r qulty. kn qulty o wt pn r. J. Crl S., Euro. Foo Rs. T., 0: : Gllr, E., A. Kunkl, T.R. Gormly n E.K. 4. Gélns, P., J. Aut, O. Ln n M. Von, Arnt, 00. T t o ry n r powr 995. Frmnt ry nrnts or r: ts ton on lo n rum rtrsts n on t on ou roloy n r rtrsts. Crl sl l (ntrmt n lon-trm) o lutn-r Cm., 7(): rs stor n mo tmospr. Euro. Foo 5. Bln, B., O. Dðloðlu n M. Konyl, 006. Rs. T., 8: Funtonlty o r m wt psturz. AACC, 000. Approv Mtos o t Amrn wy n /or uttrmlk. Itl. J. Foo S., t Assoton o Crl Cmsts, 0 E. St. Pul. 8(): Mnnsot: T Amr. Asso. Crl Cm. In. 6. Pylr, E.J., 988. Bkn Sn n Tnoloy. USA. r Vol. II, E. p. 497, Mrrm, Knss: Sosln t 4. AOAC, 000. Ol Mtos o Anlyss. 7 E. Pulsn Compny, USA. Assoton o Ol Anlytl Cmsts. 7. Alomr, W., A.K. Als n M. Hn, 0. Gtrsur, Mryln, USA. Utlzton o ln wy ltos yrolyz 5. Lwlss, H. n H. Hymnn, 999. Snsory syrup n kn n ontonry. Pk. J. Nutr., Evluton o Foo: Prnpls n Prts, (8): Cpmn n Aspn Pulsrs In. Gtrsur, 8. Srnnt, R. n K. Kn, 00. Et o MD, USA. yropl ums on rozn ou I. Dou qulty, 6. Dvou, S., M. L Mst, E. Dvr n D. Bkrt, Crl Cm., 80(6): A ontruton to t stuy o stln o wt 9. Anrssn, R.S., F. Bks, P. W. Grs, A. Nkolov r: t o wtr n yroollo. Foo n J.T. Woo, 004. Wt-lour ou xtnslty Hyroollos, 0(4): s srmntor or wt vrts. J. Crl S., 7. SAS, 996. Sttstl Anlyss Systm or wnows. 9(): In: SAS/STAT Usr's Gu, Vrson 4.0, Rls 0. Kur, H. n U. Bw, 999. Et o norporton 6., SAS Insttut In. Cry, NC, USA. o swt rm uttrmlk on rolol n r 8. Dmr, M.K., A. Elün n M.. Arun, 009. A mkn proprts o mum protn wt lour. rsr on t ts o supplmntton o s Av. Foo S., (-): 9-4. wy, uttrmlk n rn yourt wy s. Hrtn, P., A.S.M. Syn n M. Gzz, ry y-prouts on som r proprts. G, 006. An nvstton o t t o wy powr 4(): on t qulty o Hmurr r. Irn. J. Foo S. 9. Ammr, A.S., S.A. Slm n F.H. Br, 0. T., (): Rolol proprts o wt lour ou s. Dvy, N. n K.J. Ro, 00. Stus on utlzton o t y ton o wy n soy protns. Pk. Inn ott s wy n wt r J. Nutr., 0(4): mnutur. J. Foo Pro. Prsr., 4: Lonkr, S.P., A.P. Mn, R.C. Rnvr n. Volp, T. n M.E. Zk, 975. A wy protn A.K. Soo, 0. Dvlopmnt o Instnt "Mtt ontrutn to lo volum prsson. Crl Cm., Mx". Worl J. Dry & Foo S., 6(): :

5/1/2018. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees

5/1/2018. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees. Huffman Coding Trees /1/018 W usully no strns y ssnn -lnt os to ll rtrs n t lpt (or mpl, 8-t on n ASCII). Howvr, rnt rtrs our wt rnt rquns, w n sv mmory n ru trnsmttl tm y usn vrl-lnt non. T s to ssn sortr os to rtrs tt our

More information

Weighted Graphs. Weighted graphs may be either directed or undirected.

Weighted Graphs. Weighted graphs may be either directed or undirected. 1 In mny ppltons, o rp s n ssot numrl vlu, ll wt. Usully, t wts r nonntv ntrs. Wt rps my tr rt or unrt. T wt o n s otn rrr to s t "ost" o t. In ppltons, t wt my msur o t lnt o rout, t pty o ln, t nry rqur

More information

In which direction do compass needles always align? Why?

In which direction do compass needles always align? Why? AQA Trloy Unt 6.7 Mntsm n Eltromntsm - Hr 1 Complt t p ll: Mnt or s typ o or n t s stronst t t o t mnt. Tr r two typs o mnt pol: n. Wrt wt woul ppn twn t pols n o t mnt ntrtons low: Drw t mnt l lns on

More information

The University of Sydney MATH 2009

The University of Sydney MATH 2009 T Unvrsty o Syny MATH 2009 APH THEOY Tutorl 7 Solutons 2004 1. Lt t sonnt plnr rp sown. Drw ts ul, n t ul o t ul ( ). Sow tt s sonnt plnr rp, tn s onnt. Du tt ( ) s not somorp to. ( ) A onnt rp s on n

More information

Divided. diamonds. Mimic the look of facets in a bracelet that s deceptively deep RIGHT-ANGLE WEAVE. designed by Peggy Brinkman Matteliano

Divided. diamonds. Mimic the look of facets in a bracelet that s deceptively deep RIGHT-ANGLE WEAVE. designed by Peggy Brinkman Matteliano RIGHT-ANGLE WEAVE Dv mons Mm t look o ts n rlt tt s ptvly p sn y Py Brnkmn Mttlno Dv your mons nto trnls o two or our olors. FCT-SCON0216_BNB66 2012 Klm Pulsn Co. Ts mtrl my not rprou n ny orm wtout prmsson

More information

Mahmoud Rozan, Al Zahraa Darwish and Hala Bayomy. Dairy Science Department, Faculty of Agriculture, Assiut University, Egypt

Mahmoud Rozan, Al Zahraa Darwish and Hala Bayomy. Dairy Science Department, Faculty of Agriculture, Assiut University, Egypt Worl Journl o Dry & Foo Sns 12 (2): 94-101, 2017 ISSN 1817-308X IDOSI Pultons, 2017 DOI: 10.5829/os.ws.2017.94.101 Et o Rosll Extrt (Hsus sr) on Stlty o Crotnos, Botv Compouns n Antoxnt Atvty o Yourt Fort

More information

4.1 Interval Scheduling. Chapter 4. Greedy Algorithms. Interval Scheduling: Greedy Algorithms. Interval Scheduling. Interval scheduling.

4.1 Interval Scheduling. Chapter 4. Greedy Algorithms. Interval Scheduling: Greedy Algorithms. Interval Scheduling. Interval scheduling. Cptr 4 4 Intrvl Suln Gry Alortms Sls y Kvn Wyn Copyrt 005 Prson-Ason Wsly All rts rsrv Intrvl Suln Intrvl Suln: Gry Alortms Intrvl suln! Jo strts t s n nss t! Two os omptl ty on't ovrlp! Gol: n mxmum sust

More information

CMSC 451: Lecture 4 Bridges and 2-Edge Connectivity Thursday, Sep 7, 2017

CMSC 451: Lecture 4 Bridges and 2-Edge Connectivity Thursday, Sep 7, 2017 Rn: Not ovr n or rns. CMSC 451: Ltr 4 Brs n 2-E Conntvty Trsy, Sp 7, 2017 Hr-Orr Grp Conntvty: (T ollown mtrl ppls only to nrt rps!) Lt G = (V, E) n onnt nrt rp. W otn ssm tt or rps r onnt, t somtms t

More information

Depth First Search. Yufei Tao. Department of Computer Science and Engineering Chinese University of Hong Kong

Depth First Search. Yufei Tao. Department of Computer Science and Engineering Chinese University of Hong Kong Dprtmnt o Computr Sn n Ennrn Cns Unvrsty o Hon Kon W v lry lrn rt rst sr (BFS). Toy, w wll suss ts sstr vrson : t pt rst sr (DFS) lortm. Our susson wll on n ous on rt rps, us t xtnson to unrt rps s strtorwr.

More information

Lecture 20: Minimum Spanning Trees (CLRS 23)

Lecture 20: Minimum Spanning Trees (CLRS 23) Ltur 0: Mnmum Spnnn Trs (CLRS 3) Jun, 00 Grps Lst tm w n (wt) rps (unrt/rt) n ntrou s rp voulry (vrtx,, r, pt, onnt omponnts,... ) W lso suss jny lst n jny mtrx rprsntton W wll us jny lst rprsntton unlss

More information

tuberosum L Lactobacillus bulgaricus

tuberosum L Lactobacillus bulgaricus 1 1 48 48 18 38 8 8 83 8 83 8 8 8 8 381 8 8 8 1483 83 84 8 38 83 138 84 8 484 8 184 13844 18 8 8 84 38 3483 81 83 83 81 8 8 Mrn 44 MOH Rul 444 Hr 441 Nkm Col ss Z mys L Solnum Lns ulnrs Mlk turosum L Ltollus

More information

Having a glimpse of some of the possibilities for solutions of linear systems, we move to methods of finding these solutions. The basic idea we shall

Having a glimpse of some of the possibilities for solutions of linear systems, we move to methods of finding these solutions. The basic idea we shall Hvn lps o so o t posslts or solutons o lnr systs, w ov to tos o nn ts solutons. T s w sll us s to try to sply t syst y lntn so o t vrls n so ts qutons. Tus, w rr to t to s lnton. T prry oprton nvolv s

More information

The physico-chemical, eating and sensorial properties of germinated brown rice

The physico-chemical, eating and sensorial properties of germinated brown rice WFL Pulsr Sn Tnoloy Mr-Rstlnt 3 B, FI-98 Hlsnk, Fnl -ml: no@worl-oo.nt Journl o Foo, Arultur & Envronmnt Vol.(2) : 119-4. 28 www.worl-oo.nt T pyso-ml, tn snsorl proprts o rmnt rown r Surt Jmynyun 1 * Bun

More information

Spanning Trees. BFS, DFS spanning tree Minimum spanning tree. March 28, 2018 Cinda Heeren / Geoffrey Tien 1

Spanning Trees. BFS, DFS spanning tree Minimum spanning tree. March 28, 2018 Cinda Heeren / Geoffrey Tien 1 Spnnn Trs BFS, DFS spnnn tr Mnmum spnnn tr Mr 28, 2018 Cn Hrn / Gory Tn 1 Dpt-rst sr Vsts vrts lon snl pt s r s t n o, n tn ktrks to t rst junton n rsums own notr pt Mr 28, 2018 Cn Hrn / Gory Tn 2 Dpt-rst

More information

Platform Controls. 1-1 Joystick Controllers. Boom Up/Down Controller Adjustments

Platform Controls. 1-1 Joystick Controllers. Boom Up/Down Controller Adjustments Ston 7 - Rpr Prours Srv Mnul - Son Eton Pltorm Controls 1-1 Joystk Controllrs Mntnn oystk ontrollrs t t propr sttns s ssntl to s mn oprton. Evry oystk ontrollr soul oprt smootly n prov proportonl sp ontrol

More information

Theorem 1. An undirected graph is a tree if and only if there is a unique simple path between any two of its vertices.

Theorem 1. An undirected graph is a tree if and only if there is a unique simple path between any two of its vertices. Cptr 11: Trs 11.1 - Introuton to Trs Dnton 1 (Tr). A tr s onnt unrt rp wt no sp ruts. Tor 1. An unrt rp s tr n ony tr s unqu sp pt twn ny two o ts vrts. Dnton 2. A root tr s tr n w on vrtx s n snt s t

More information

Exam 2 Solutions. Jonathan Turner 4/2/2012. CS 542 Advanced Data Structures and Algorithms

Exam 2 Solutions. Jonathan Turner 4/2/2012. CS 542 Advanced Data Structures and Algorithms CS 542 Avn Dt Stutu n Alotm Exm 2 Soluton Jontn Tun 4/2/202. (5 ont) Con n oton on t tton t tutu n w t n t 2 no. Wt t mllt num o no tt t tton t tutu oul ontn. Exln you nw. Sn n mut n you o u t n t, t n

More information

Improving Union. Implementation. Union-by-size Code. Union-by-Size Find Analysis. Path Compression! Improving Find find(e)

Improving Union. Implementation. Union-by-size Code. Union-by-Size Find Analysis. Path Compression! Improving Find find(e) POW CSE 36: Dt Struturs Top #10 T Dynm (Equvln) Duo: Unon-y-Sz & Pt Comprsson Wk!! Luk MDowll Summr Qurtr 003 M! ZING Wt s Goo Mz? Mz Construton lortm Gvn: ollton o rooms V Conntons twn t rooms (ntlly

More information

(Minimum) Spanning Trees

(Minimum) Spanning Trees (Mnmum) Spnnn Trs Spnnn trs Kruskl's lortm Novmr 23, 2017 Cn Hrn / Gory Tn 1 Spnnn trs Gvn G = V, E, spnnn tr o G s onnt surp o G wt xtly V 1 s mnml sust o s tt onnts ll t vrts o G G = Spnnn trs Novmr

More information

New Biomaterials from Renewable Resources - Amphiphilic Block Copolymers from δ-decalactone. Figure S4 DSC plot of Propargyl PDL...

New Biomaterials from Renewable Resources - Amphiphilic Block Copolymers from δ-decalactone. Figure S4 DSC plot of Propargyl PDL... Eltron Supplmntry Mtrl (ESI) or Polymr Cmstry. Ts ournl s T Royl Soty o Cmstry 2015 Polymr Cmstry RSCPulsng Supportng Inormton Nw Bomtrls rom Rnwl Rsours - Amppl Blo Copolymrs rom δ-dlton Kulp K. Bnsl,

More information

Lecture II: Minimium Spanning Tree Algorithms

Lecture II: Minimium Spanning Tree Algorithms Ltur II: Mnmum Spnnn Tr Alortms Dr Krn T. Hrly Dprtmnt o Computr Sn Unvrsty Coll Cork Aprl 0 KH (/0/) Ltur II: Mnmum Spnnn Tr Alortms Aprl 0 / 5 Mnmum Spnnn Trs Mnmum Spnnn Trs Spnnn Tr tr orm rom rp s

More information

MATERIAL SEE BOM ANGLES = 2 FINISH N/A

MATERIAL SEE BOM ANGLES = 2 FINISH N/A 9 NOTS:. SSML N NSPT PR SOP 0-9... NSTLL K STKR N X L STKR TO NS O SROU WT TP. 3. PR-PK LNR RNS WT P (XTRM PRSSUR NL R ) RS OR NNRN PPROV QUVLNT. 4. OLOR TT Y T SLS ORR. RRN T MNS OM OR OMPONNTS ONTNN

More information

Dental PBRN Study: Reasons for replacement or repair of dental restorations

Dental PBRN Study: Reasons for replacement or repair of dental restorations Dntl PBRN Stuy: Rsons or rplmnt or rpr o ntl rstortons Us ts Dt Collton Form wnvr stuy rstorton s rpl or rpr. For nrollmnt n t ollton you my rpl or rpr up to 4 rstortons, on t sm ptnt, urn snl vst. You

More information

Catalytic S N Ar of Unactivated Aryl Chlorides ESI

Catalytic S N Ar of Unactivated Aryl Chlorides ESI Eltron Supplmntry Mtrl (ESI) or CmComm. Ts journl s T Royl Soty o Cmstry 2014 Ctlyt S Ar o Untvt Aryl Clors ESI Tl o Contnts 1. Prour n Full Tl o Contons - Prour S1 - Intl solvnt srn (no tlyst) - Solvnt

More information

ELECTRONIC SUPPLEMENTARY INFORMATION

ELECTRONIC SUPPLEMENTARY INFORMATION Elctronc Supplmntry Mtrl (ESI) or Polymr Cmstry. Ts ournl s T Royl Socty o Cmstry 2015 ELECTRONIC SUPPLEMENTARY INFORMATION Poly(lyln tcont)s An ntrstn clss o polystrs wt proclly loct xo-cn oul ons suscptl

More information

The R-Tree. Yufei Tao. ITEE University of Queensland. INFS4205/7205, Uni of Queensland

The R-Tree. Yufei Tao. ITEE University of Queensland. INFS4205/7205, Uni of Queensland Yu To ITEE Unvrsty o Qunsln W wll stuy nw strutur ll t R-tr, w n tout o s mult-mnsonl xtnson o t B-tr. T R-tr supports ntly vrty o qurs (s w wll n out ltr n t ours), n s mplmnt n numrous ts systms. Our

More information

Minimum Spanning Trees (CLRS 23)

Minimum Spanning Trees (CLRS 23) Mnmum Spnnn Trs (CLRS 3) T prolm Rll t nton o spnnn tr: Gvn onnt, unrt rp G = (V, E), sust o s o G su tt ty onnt ll vrts n G n orm no yls s ll spnnn tr (ST) o G. Any unrt, onnt rp s spnnn tr. Atully, rp

More information

MINI POST SERIES BALUSTRADE SYSTEM INSTALLATION GUIDE PRODUCT CODE: MPS-RP

MINI POST SERIES BALUSTRADE SYSTEM INSTALLATION GUIDE PRODUCT CODE: MPS-RP MN POST SRS LUSTR SYSTM NSTLLTON U PROUT O: MPS-RP 0 R0 WLL LN 0 RONT LVTON VW R0 N P 0 T RUR LOK LOT ON LSS. SLON SL TYP. OT SS 000 LSS T 0 00 SRS LSS WT 00/00 (0mm NRMNTS VLL) MX. 000 00-0 (ROMMN) 00

More information

d e c b a d c b a d e c b a a c a d c c e b

d e c b a d c b a d e c b a a c a d c c e b FLAT PEYOTE STITCH Bin y mkin stoppr -- sw trou n pull it lon t tr until it is out 6 rom t n. Sw trou t in witout splittin t tr. You soul l to sli it up n own t tr ut it will sty in pl wn lt lon. Evn-Count

More information

SAMPLE CSc 340 EXAM QUESTIONS WITH SOLUTIONS: part 2

SAMPLE CSc 340 EXAM QUESTIONS WITH SOLUTIONS: part 2 AMPLE C EXAM UETION WITH OLUTION: prt. It n sown tt l / wr.7888l. I Φ nots orul or pprotng t vlu o tn t n sown tt t trunton rror o ts pproton s o t or or so onstnts ; tt s Not tt / L Φ L.. Φ.. /. /.. Φ..787.

More information

CMPS 2200 Fall Graphs. Carola Wenk. Slides courtesy of Charles Leiserson with changes and additions by Carola Wenk

CMPS 2200 Fall Graphs. Carola Wenk. Slides courtesy of Charles Leiserson with changes and additions by Carola Wenk CMPS 2200 Fll 2017 Grps Crol Wnk Sls ourtsy o Crls Lsrson wt ns n tons y Crol Wnk 10/23/17 CMPS 2200 Intro. to Alortms 1 Grps Dnton. A rt rp (rp) G = (V, E) s n orr pr onsstn o st V o vrts (snulr: vrtx),

More information

Graph Search (6A) Young Won Lim 5/18/18

Graph Search (6A) Young Won Lim 5/18/18 Grp Sr (6A) Youn Won Lm Copyrt () 2015 2018 Youn W. Lm. Prmon rnt to opy, trut n/or moy t oumnt unr t trm o t GNU Fr Doumntton Ln, Vron 1.2 or ny ltr vron pul y t Fr Sotwr Founton; wt no Invrnt Ston, no

More information

Journal of Herbal Dr ug journal homepage:

Journal of Herbal Dr ug journal homepage: Hssnpour t l., Journl o Hrl Drus, Vol. 8, No. 2: 121-131, 2017 o: 10.18869/JHD.2017.121 Journl o Hrl Dr u ournl omp: www..us..r Prprton n pysoml nlyss o trtonl vr s on D. Sop Frnoos Hssnpour 1, Momm Hotolslmy

More information

Priority Search Trees - Part I

Priority Search Trees - Part I .S. 252 Pro. Rorto Taassa oputatoal otry S., 1992 1993 Ltur 9 at: ar 8, 1993 Sr: a Q ol aro Prorty Sar Trs - Part 1 trouto t last ltur, w loo at trval trs. or trval pot losur prols, ty us lar spa a optal

More information

Closed Monochromatic Bishops Tours

Closed Monochromatic Bishops Tours Cos Monoromt Bsops Tours Jo DMo Dprtmnt o Mtmts n Sttsts Knnsw Stt Unvrsty, Knnsw, Gor, 0, USA mo@nnsw.u My, 00 Astrt In ss, t sop s unqu s t s o to sn oor on t n wt or. Ts ms os tour n w t sop vsts vry

More information

L.3922 M.C. L.3922 M.C. L.2996 M.C. L.3909 M.C. L.5632 M.C. L M.C. L.5632 M.C. L M.C. DRIVE STAR NORTH STAR NORTH NORTH DRIVE

L.3922 M.C. L.3922 M.C. L.2996 M.C. L.3909 M.C. L.5632 M.C. L M.C. L.5632 M.C. L M.C. DRIVE STAR NORTH STAR NORTH NORTH DRIVE N URY T NORTON PROV N RRONOUS NORTON NVRTNTY PROV. SPY S NY TY OR UT T TY RY OS NOT URNT T S TT T NORTON PROV S ORRT, NSR S POSS, VRY ORT S N ON N T S T TY RY. TS NORTON S N OP RO RORS RT SU "" YW No.

More information

Graphs Depth First Search

Graphs Depth First Search Grp Dpt Frt Sr SFO 337 LAX 1843 1743 1233 802 DFW ORD - 1 - Grp Sr Aort - 2 - Outo Ø By unrtnn t tur, you ou to: q L rp orn to t orr n w vrt r ovr, xpor ro n n n pt-rt r. q Cy o t pt-rt r tr,, orwr n ro

More information

PRECAST APPROACH SLAB NOTES

PRECAST APPROACH SLAB NOTES ULNS TS ULN RWNS RPRSNT TYPL TLS OR T SN N TLN O PRST PPRO SLS. TS STS R NLU TO PROV N XMPL O T RTN LYOUT O TYPL PRST PPRO SL. TWO RNT PPRO SL SYSTMS R SOWN: SUR PPRO SLS: SLS TT R PL WT T TOP SUR T OR

More information

Face Detection and Recognition. Linear Algebra and Face Recognition. Face Recognition. Face Recognition. Dimension reduction

Face Detection and Recognition. Linear Algebra and Face Recognition. Face Recognition. Face Recognition. Dimension reduction F Dtto Roto Lr Alr F Roto C Y I Ursty O solto: tto o l trs s s ys os ot. Dlt to t to ltpl ws. F Roto Aotr ppro: ort y rry s tor o so E.. 56 56 > pot 6556- stol sp A st o s t ps to ollto o pots ts sp. F

More information

Planar convex hulls (I)

Planar convex hulls (I) Covx Hu Covxty Gv st P o ots 2D, tr ovx u s t sst ovx oyo tt ots ots o P A oyo P s ovx or y, P, t st s try P. Pr ovx us (I) Coutto Gotry [s 3250] Lur To Bowo Co ovx o-ovx 1 2 3 Covx Hu Covx Hu Covx Hu

More information

DOCUMENT STATUS: RELEASE

DOCUMENT STATUS: RELEASE RVSON STORY RV T SRPTON O Y 0-4-0 RLS OR PROUTON 5 MM -04-0 NS TRU PLOT PROUTON -- S O O OR TLS 30 MM 03-3-0 3-044 N 3-45, TS S T TON O PROTTV RM OVR. 3 05--0 LT 3-004, NOT, 3-050 3 0//00 UPT ST ROM SN,

More information

OpenMx Matrices and Operators

OpenMx Matrices and Operators OpnMx Mtris n Oprtors Sr Mln Mtris: t uilin loks Mny typs? Dnots r lmnt mxmtrix( typ= Zro", nrow=, nol=, nm="" ) mxmtrix( typ= Unit", nrow=, nol=, nm="" ) mxmtrix( typ= Int", nrow=, nol=, nm="" ) mxmtrix(

More information

Isomorphism In Kinematic Chains

Isomorphism In Kinematic Chains Intrntonl Journl o Rsr n Ennrn n Sn (IJRES) ISSN (Onln): 0-, ISSN (Prnt): 0- www.rs.or Volum Issu ǁ My. 0 ǁ PP.0- Isomorpsm In Knmt Cns Dr.Al Hsn Asstt.Prossor, Dprtmnt o Mnl Ennrn, F/O- Ennrn & Tnoloy,

More information

Physico-Chemical Properties of Ternary Blends of Palm Mid Fraction, Virgin Coconut Oil and Canola Oil Blends

Physico-Chemical Properties of Ternary Blends of Palm Mid Fraction, Virgin Coconut Oil and Canola Oil Blends Amrn-Eursn J. Ar. & Envron. S., 16 (2): 257-261, 2016 ISSN 1818-6769 IDOSI Pultons, 2016 DOI: 10.5829/os.js.2016.16.2.12725 Physo-Chml Proprts o Trnry Blns o Plm M Frton, Vrn Coonut Ol n Cnol Ol Blns A.B.

More information

Minimum Spanning Trees (CLRS 23)

Minimum Spanning Trees (CLRS 23) Mnmum Spnnn Trs (CLRS 3) T prolm Gvn onnt, unrt rp G = (V, E), sust o s o G su tt ty onnt ll vrts n G n orm no yls s ll spnnn tr (ST) o G. Clm: Any unrt, onnt rp s spnnn tr (n nrl rp my v mny spnnn trs).

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

The Constrained Longest Common Subsequence Problem. Rotem.R and Rotem.H

The Constrained Longest Common Subsequence Problem. Rotem.R and Rotem.H T Constrn Lonst Common Susqun Prolm Rotm.R n Rotm.H Prsntton Outln. LCS Alortm Rmnr Uss o LCS Alortm T CLCS Prolm Introuton Motvton For CLCS Alortm T CLCS Prolm Nïv Alortm T CLCS Alortm A Dynm Prormmn

More information

Math 166 Week in Review 2 Sections 1.1b, 1.2, 1.3, & 1.4

Math 166 Week in Review 2 Sections 1.1b, 1.2, 1.3, & 1.4 Mt 166 WIR, Sprin 2012, Bnjmin urisp Mt 166 Wk in Rviw 2 Stions 1.1, 1.2, 1.3, & 1.4 1. S t pproprit rions in Vnn irm tt orrspon to o t ollowin sts. () (B ) B () ( ) B B () (B ) B 1 Mt 166 WIR, Sprin 2012,

More information

(4, 2)-choosability of planar graphs with forbidden structures

(4, 2)-choosability of planar graphs with forbidden structures (4, )-ooslty o plnr rps wt orn struturs Znr Brkkyzy 1 Crstopr Cox Ml Dryko 1 Krstn Honson 1 Mot Kumt 1 Brnr Lký 1, Ky Mssrsmt 1 Kvn Moss 1 Ktln Nowk 1 Kvn F. Plmowsk 1 Drrk Stol 1,4 Dmr 11, 015 Astrt All

More information

DOCUMENT STATUS: MINTP0 E-ST5080, BASE, NO DISPLAY VENDOR: 15.5 INCH MATERIAL SEE BOM FINISH REVISION HISTORY ITEM NO. PART NUMBER DESCRIPTION

DOCUMENT STATUS: MINTP0 E-ST5080, BASE, NO DISPLAY VENDOR: 15.5 INCH MATERIAL SEE BOM FINISH REVISION HISTORY ITEM NO. PART NUMBER DESCRIPTION RV T RVSON STORY SRPTON O Y 0-0-0 PROUTON RLS K. N NOTS:. SRL LL NORMTON: a) VOLTS: V b) MPS:.0 c) YLS: N/ d) WTTS: W e) PS: N/ f) PX #: PX. RTTON LOOS: S / / LN R WT SOPROPYL LOLOL PROR TO PLN.. PK M:

More information

A L A BA M A L A W R E V IE W

A L A BA M A L A W R E V IE W A L A BA M A L A W R E V IE W Volume 52 Fall 2000 Number 1 B E F O R E D I S A B I L I T Y C I V I L R I G HT S : C I V I L W A R P E N S I O N S A N D TH E P O L I T I C S O F D I S A B I L I T Y I N

More information

T h e C S E T I P r o j e c t

T h e C S E T I P r o j e c t T h e P r o j e c t T H E P R O J E C T T A B L E O F C O N T E N T S A r t i c l e P a g e C o m p r e h e n s i v e A s s es s m e n t o f t h e U F O / E T I P h e n o m e n o n M a y 1 9 9 1 1 E T

More information

A ' / 1 6 " 5 ' / 4 " A4.2 48' - 0" 3 12' - 7" 13' - 11" 10' - 0" 9' - 0" 2' - 6" 1. 2: 12 INDICATES SHOW MELT TYP ABV ABV

A ' / 1 6  5 ' / 4  A4.2 48' - 0 3 12' - 7 13' - 11 10' - 0 9' - 0 2' - 6 1. 2: 12 INDICATES SHOW MELT TYP ABV ABV 4. 4. 4. K ' - / " ' - / 4 " 0 ' - / " ' - 0 " ' - 0 " ' - / " 4 ' - 0 " 4. M U PPR 48' - 0" ' - ' - " 0' - 0" ' - 0" ' - ". : WOM ' - 0 " OT: PROV URROU TR OUT SVS OR UTUR SP UTTY T OR QUSTR MPUS OTO

More information

COMP 250. Lecture 29. graph traversal. Nov. 15/16, 2017

COMP 250. Lecture 29. graph traversal. Nov. 15/16, 2017 COMP 250 Ltur 29 rp trvrsl Nov. 15/16, 2017 1 Toy Rursv rp trvrsl pt rst Non-rursv rp trvrsl pt rst rt rst 2 Hs up! Tr wr w mstks n t sls or S. 001 or toy s ltur. So you r ollown t ltur rorns n usn ts

More information

DOCUMENT STATUS: LA-S5302-XXXXS LA, SSS, TRICEPS EXTENSION VERY

DOCUMENT STATUS: LA-S5302-XXXXS LA, SSS, TRICEPS EXTENSION VERY RVSON STORY RV T SRPTON O Y //0 RLS OR PROUTON T LN MR ----- L /0/0 UPT SN N OMPONNTS US: S 3-03 (*N TWO PLS ONLY) WS 3-5, PRT 3-00 TO SSMLY. T OLLOWN UPT: 3-30, 3-403, 3-403, 3-40, 3-45, 3-4, 3-5. 30

More information

Applications of trees

Applications of trees Trs Apptons o trs Orgnzton rts Attk trs to syst Anyss o tr ntworks Prsng xprssons Trs (rtrv o norton) Don-n strutur Mutstng Dstnton-s orwrng Trnsprnt swts Forwrng ts o prxs t routrs Struturs or nt pntton

More information

Tomato quality in controlled atmosphere storage, modified atmosphere packaging and cold storage

Tomato quality in controlled atmosphere storage, modified atmosphere packaging and cold storage J Foo S Tnol (Sptmr 2014) 51(9):2155 2161 DOI 10.1007/s13197-012-0721-0 ORIGINA ARTICE Tomto qulty n ontroll tmospr stor, mo tmospr pn n ol stor H. M & S. Mn & M. Almss & Y. Mosto Rvs: 23 Dmr 2011 /Apt:

More information

Physics 222 Midterm, Form: A

Physics 222 Midterm, Form: A Pysis 222 Mitrm, Form: A Nm: Dt: Hr r som usul onstnts. 1 4πɛ 0 = 9 10 9 Nm 2 /C 2 µ0 4π = 1 10 7 tsl s/c = 1.6 10 19 C Qustions 1 5: A ipol onsistin o two r point-lik prtils wit q = 1 µc, sprt y istn

More information

On Hamiltonian Tetrahedralizations Of Convex Polyhedra

On Hamiltonian Tetrahedralizations Of Convex Polyhedra O Ht Ttrrzts O Cvx Pyr Frs C 1 Q-Hu D 2 C A W 3 1 Dprtt Cputr S T Uvrsty H K, H K, C. E: @s.u. 2 R & TV Trsss Ctr, Hu, C. E: q@163.t 3 Dprtt Cputr S, Mr Uvrsty Nwu St. J s, Nwu, C A1B 35. E: w@r.s.u. Astrt

More information

An Application to Search for High-Priority War Opponent in Spatial Games Using Dynamic Skyline Query

An Application to Search for High-Priority War Opponent in Spatial Games Using Dynamic Skyline Query Intrntonl Journl o Appl Ennrn Rsr ISSN 973-4562 Volum 13, Numr 2 (218) pp. 1496-15 An Applton to Sr or H-Prorty Wr Opponnt n Sptl Gms Usn Qury Jonwn Km Smt Lrl Arts Coll, Smyook Unvrsty, 815 Hwrn-ro, Nowon-u,

More information

Strongly connected components. Finding strongly-connected components

Strongly connected components. Finding strongly-connected components Stronly onnt omponnts Fnn stronly-onnt omponnts Tylr Moor stronly onnt omponnt s t mxml sust o rp wt rt pt twn ny two vrts SE 3353, SMU, Dlls, TX Ltur 9 Som sls rt y or pt rom Dr. Kvn Wyn. For mor normton

More information

Cop. JEB p-issn: e-issn: CODEN: JEBIDP. Journal of Environmental Biology

Cop. JEB p-issn: e-issn: CODEN: JEBIDP. Journal of Environmental Biology Journl Hom p : www..o.n «E-ml : tor@.o.n Ornl Rsr Journl o Envronmntl Boloy TM TM JEB p-issn: 0254-8704 -ISSN: 2394-0379 CODEN: JEBIDP DOI : ttp://o.or/10.22438//39/4/mrn-590 n Cop y Towrs nn low tmprtur

More information

P a g e 5 1 of R e p o r t P B 4 / 0 9

P a g e 5 1 of R e p o r t P B 4 / 0 9 P a g e 5 1 of R e p o r t P B 4 / 0 9 J A R T a l s o c o n c l u d e d t h a t a l t h o u g h t h e i n t e n t o f N e l s o n s r e h a b i l i t a t i o n p l a n i s t o e n h a n c e c o n n e

More information

learning objectives learn what graphs are in mathematical terms learn how to represent graphs in computers learn about typical graph algorithms

learning objectives learn what graphs are in mathematical terms learn how to represent graphs in computers learn about typical graph algorithms rp loritms lrnin ojtivs loritms your sotwr systm sotwr rwr lrn wt rps r in mtmtil trms lrn ow to rprsnt rps in omputrs lrn out typil rp loritms wy rps? intuitivly, rp is orm y vrtis n s twn vrtis rps r

More information

MATERIAL SEE BOM ANGLES = 2 > 2000 DATE MEDIUM FINISH

MATERIAL SEE BOM ANGLES = 2 > 2000 DATE MEDIUM FINISH NOTS:. LN MTN SUR WT NTUR/SOPROPYL LOOL PROR TO RN L OR LOO. PPLY LOTT 4 ON TRS. TORQU TO. Nm / 00 lb-in 4. TORQU TO 45-50 Nm / - lb-ft 5. TORQU TO Nm / 4.5 lb-ft. TORQU TO 0 Nm / lb-in. TORQU TO 5.5 Nm

More information

FL/VAL ~RA1::1. Professor INTERVI of. Professor It Fr recru. sor Social,, first of all, was. Sys SDC? Yes, as a. was a. assumee.

FL/VAL ~RA1::1. Professor INTERVI of. Professor It Fr recru. sor Social,, first of all, was. Sys SDC? Yes, as a. was a. assumee. B Pror NTERV FL/VAL ~RA1::1 1 21,, 1989 i n or Socil,, fir ll, Pror Fr rcru Sy Ar you lir SDC? Y, om um SM: corr n 'd m vry ummr yr. Now, y n y, f pr my ry for ummr my 1 yr Un So vr ummr cour d rr o l

More information

Tangram Fractions Overview: Students will analyze standard and nonstandard

Tangram Fractions Overview: Students will analyze standard and nonstandard ACTIVITY 1 Mtrils: Stunt opis o tnrm mstrs trnsprnis o tnrm mstrs sissors PROCEDURE Skills: Dsriin n nmin polyons Stuyin onrun Comprin rtions Tnrm Frtions Ovrviw: Stunts will nlyz stnr n nonstnr tnrms

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

PLEASE DO NOT WRITE IN MARGINS. Part No. Specify Shipping Method:

PLEASE DO NOT WRITE IN MARGINS. Part No. Specify Shipping Method: ORR ORM USTOM PRSSUR GRMNTS SUMIT THIS ORM WITH LL ORRS, RORRS & LTRTIONS Numr ORR T PT N Y T SHIP TO Nw lty xstn Spy Sppn M: Grmnt(s) Orr Prt No. srpn Qty L Qty R Totl Qty MM//YYYY MM//YYYY RQUIR PTINT

More information

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s

176 5 t h Fl oo r. 337 P o ly me r Ma te ri al s A g la di ou s F. L. 462 E l ec tr on ic D ev el op me nt A i ng er A.W.S. 371 C. A. M. A l ex an de r 236 A d mi ni st ra ti on R. H. (M rs ) A n dr ew s P. V. 326 O p ti ca l Tr an sm is si on A p ps

More information

Sheet Title: Building Renderings M. AS SHOWN Status: A.R.H.P.B. SUBMITTAL August 9, :07 pm

Sheet Title: Building Renderings M. AS SHOWN Status: A.R.H.P.B. SUBMITTAL August 9, :07 pm 1 2 3 4 5 6 7 8 9 1 11 12 13 14 15 16 17 18 19 orthstar expressly reserves its common law copyright and other property rights for all ideas, provisions and plans represented or indicated by these drawings,

More information

Label each of the following statements with either mitosis or meiosis. Fill in the gaps:

Label each of the following statements with either mitosis or meiosis. Fill in the gaps: AQA Boloy Unt 46: Inrtn, Vrton n Evoluton - Founton 1 Ll o t ollown sttmnts wt tr mtoss or moss Prous ntl lls Prous non-ntl lls Fll n t ps: Gmts on t to rstor t norml numr o romosoms T nw ll tt s prou

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

2 Trees and Their Applications

2 Trees and Their Applications Trs n Tr Appltons. Proprts o trs.. Crtrzton o trs Dnton. A rp s ll yl (or orst) t ontns no yls. A onnt yl rp s ll tr. Quston. Cn n yl rp v loops or prlll s? Notton. I G = (V, E) s rp n E, tn G wll not

More information

b.) v d =? Example 2 l = 50 m, D = 1.0 mm, E = 6 V, " = 1.72 #10 $8 % & m, and r = 0.5 % a.) R =? c.) V ab =? a.) R eq =?

b.) v d =? Example 2 l = 50 m, D = 1.0 mm, E = 6 V,  = 1.72 #10 $8 % & m, and r = 0.5 % a.) R =? c.) V ab =? a.) R eq =? xmpl : An 8-gug oppr wr hs nomnl mtr o. mm. Ths wr rrs onstnt urrnt o.67 A to W lmp. Th nsty o r ltrons s 8.5 x 8 ltrons pr u mtr. Fn th mgntu o. th urrnt nsty. th rt vloty xmpl D. mm,.67 A, n N 8.5" 8

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

SAMPLE LITANY OF THE SAINTS E/G. Dadd9/F. Aadd9. cy. Christ, have. Lord, have mer cy. Christ, have A/E. Dadd9. Aadd9/C Bm E. 1. Ma ry and. mer cy.

SAMPLE LITANY OF THE SAINTS E/G. Dadd9/F. Aadd9. cy. Christ, have. Lord, have mer cy. Christ, have A/E. Dadd9. Aadd9/C Bm E. 1. Ma ry and. mer cy. LTNY OF TH SNTS Cntrs Gnt flwng ( = c. 100) /G Ddd9/F ll Kybrd / hv Ddd9 hv hv Txt 1973, CL. ll rghts rsrvd. Usd wth prmssn. Musc: D. Bckr, b. 1953, 1987, D. Bckr. Publshd by OCP. ll rghts rsrvd. SMPL

More information

Performance Evaluation of Gated Pipes Technique for Improving Surface Irrigation Efficiency in Maize Hybrids

Performance Evaluation of Gated Pipes Technique for Improving Surface Irrigation Efficiency in Maize Hybrids rutur Sns, 2015, 6, 550-570 Pus Onn My 2015 n SRs. ttp://www.srp.or/ourn/s ttp://x.o.or/10.4236/s.2015.65055 Prormn Evuton o Gt Pps Tnqu or Improvn Sur Irrton Eny n Mz Hyrs Osm. M. 1*, m S. H. Momm 2 1

More information

DOCUMENT STATUS: CORE HEALTH & FITNESS, LLC IL-D2002-XXAAX IP,DUAL ADJUSTIBLE PULLEY MATERIAL SEE BOM FINISH N/A N/A SHEET SIZE: B SCALE: 1:33.

DOCUMENT STATUS: CORE HEALTH & FITNESS, LLC IL-D2002-XXAAX IP,DUAL ADJUSTIBLE PULLEY MATERIAL SEE BOM FINISH N/A N/A SHEET SIZE: B SCALE: 1:33. NOTS: RVSON STORY RV T SRPTON O Y //04 RLS OR PROUTON 433 P 34 55 033 OUMNT STTUS: NOT O PROPRTRY NORMTON TS OUMNT SLL NOT RPROU NOR SLL T NORMTON ONTN RN US Y OR SLOS TO OTR XPT S XPRSSLY UTORZ Y OR LT

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

B ADDED BADGE PN , CHANGED TO C SIZE FOR ASSY, ADDED NOTES DN J DETAIL A SCALE 1 : INCH MATERIAL

B ADDED BADGE PN , CHANGED TO C SIZE FOR ASSY, ADDED NOTES DN J DETAIL A SCALE 1 : INCH MATERIAL 0 RVSONS RV. T SRPTON O Y 0--0 PROUTON RLS N 0--0 PN 00-0, N TO SZ OR SSY, NOTS N TL SL :. N TM NO. PRT NUMR SRPTON QTY. NOT 00-0, PROUT, P-ST 0 NOTS:. SRL LL NORMTON: a) VOLTS: V b) MPS:.0 c) YLS: N/

More information

Supporting Information. Templating A Polymer-Scaffolded Dynamic Combinatorial Library

Supporting Information. Templating A Polymer-Scaffolded Dynamic Combinatorial Library upplmntry Mtrl (EI) for Cml Communtons Ts journl s T Royl oty of Cmstry 2011 upportn Informton Tmpltn A Polymr-ffol Dynm Comntorl Lrry Clr. Mon, Alxnr W. Jkson, Bnjmn. Murry n Dv A. Fulton* Cml nosn Lortory,

More information

Boosting Margin Based Distance Functions for Clustering

Boosting Margin Based Distance Functions for Clustering Boostn Mrn Bs Dstn Funtons or Clustrn Tomr Hrtz TOMBOY@CS.HUJI.AC.IL Aron Br-Hlll AHARONBH@CS.HUJI.AC.IL Dpn Wnsll DAPHNA@CS.HUJI.AC.IL Sool o Computr Sn n Ennrn n t Cntr or Nurl Computton, T Hrw Unvrsty

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

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

CSE 332. Data Structures and Parallelism

CSE 332. Data Structures and Parallelism Am Blnk Ltur 20 Wntr 2017 CSE 332 Dt Struturs n Prlllsm CSE 332: Dt Struturs n Prlllsm Grps 1: Wt s Grp? DFS n BFS LnkLsts r to Trs s Trs r to... 1 Wr W v Bn Essntl ADTs: Lsts, Stks, Quus, Prorty Quus,

More information

A Simple Method for Identifying Compelled Edges in DAGs

A Simple Method for Identifying Compelled Edges in DAGs A Smpl Mto or Intyn Compll Es n DAGs S.K.M. Won n D. Wu Dprtmnt o Computr Sn Unvrsty o Rn Rn Ssktwn Cn S4S 0A2 Eml: {won, nwu}@s.urn. Astrt Intyn ompll s s mportnt n lrnn t strutur (.., t DAG) o Bysn ntwork.

More information

CSE 332. Graphs 1: What is a Graph? DFS and BFS. Data Abstractions. CSE 332: Data Abstractions. A Graph is a Thingy... 2

CSE 332. Graphs 1: What is a Graph? DFS and BFS. Data Abstractions. CSE 332: Data Abstractions. A Graph is a Thingy... 2 Am Blnk Ltur 19 Summr 2015 CSE 332: Dt Astrtons CSE 332 Grps 1: Wt s Grp? DFS n BFS Dt Astrtons LnkLsts r to Trs s Trs r to... 1 A Grp s Tny... 2 Wr W v Bn Essntl ADTs: Lsts, Stks, Quus, Prorty Quus, Hps,

More information

Grade 7/8 Math Circles March 4/5, Graph Theory I- Solutions

Grade 7/8 Math Circles March 4/5, Graph Theory I- Solutions ulty o Mtmtis Wtrloo, Ontrio N ntr or ution in Mtmtis n omputin r / Mt irls Mr /, 0 rp Tory - Solutions * inits lln qustion. Tr t ollowin wlks on t rp low. or on, stt wtr it is pt? ow o you know? () n

More information

MAT3707. Tutorial letter 201/1/2017 DISCRETE MATHEMATICS: COMBINATORICS. Semester 1. Department of Mathematical Sciences MAT3707/201/1/2017

MAT3707. Tutorial letter 201/1/2017 DISCRETE MATHEMATICS: COMBINATORICS. Semester 1. Department of Mathematical Sciences MAT3707/201/1/2017 MAT3707/201/1/2017 Tutoril lttr 201/1/2017 DISCRETE MATHEMATICS: COMBINATORICS MAT3707 Smstr 1 Dprtmnt o Mtmtil Sins SOLUTIONS TO ASSIGNMENT 01 BARCODE Din tomorrow. univrsity o sout ri SOLUTIONS TO ASSIGNMENT

More information

JUNEAU STATE OFFICE BUILDING HVAC FAN REPLACEMENT

JUNEAU STATE OFFICE BUILDING HVAC FAN REPLACEMENT NW- JSO HV an Replacement LOTON MP Yakutat Pacific Ocean N Haines Sitka SOUTHST RON Juneau * PPLL OS raig JUNU, K PROJT LOTON Petersburg Wrangell N Ketchikan Metlakatla NTRNTONL ULN O 00 TON () NTRNTONL

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

P a g e 3 6 of R e p o r t P B 4 / 0 9

P a g e 3 6 of R e p o r t P B 4 / 0 9 P a g e 3 6 of R e p o r t P B 4 / 0 9 p r o t e c t h um a n h e a l t h a n d p r o p e r t y fr om t h e d a n g e rs i n h e r e n t i n m i n i n g o p e r a t i o n s s u c h a s a q u a r r y. J

More information

CHELOURANYAN CALENDAR FOR YEAR 3335 YEAR OF SAI RHAVË

CHELOURANYAN CALENDAR FOR YEAR 3335 YEAR OF SAI RHAVË CHELOURANYAN CALENDAR FOR YEAR YEAR OF SAI RHAVË I tou woust n unon wt our Motr, now tt tou st nvr t Hr. I tou woust sp t v o mttr, now tt tr s no mttr n no v. ~Cry Mry KEY TO CALENDAR T Dys o t W In t

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

ADORO TE DEVOTE (Godhead Here in Hiding) te, stus bat mas, la te. in so non mor Je nunc. la in. tis. ne, su a. tum. tas: tur: tas: or: ni, ne, o:

ADORO TE DEVOTE (Godhead Here in Hiding) te, stus bat mas, la te. in so non mor Je nunc. la in. tis. ne, su a. tum. tas: tur: tas: or: ni, ne, o: R TE EVTE (dhd H Hdg) L / Mld Kbrd gú s v l m sl c m qu gs v nns V n P P rs l mul m d lud 7 súb Fí cón ví f f dó, cru gs,, j l f c r s m l qum t pr qud ct, us: ns,,,, cs, cut r l sns m / m fí hó sn sí

More information

23 Minimum Spanning Trees

23 Minimum Spanning Trees 3 Mnmum Spnnn Trs Eltron rut sns otn n to mk t pns o svrl omponnts ltrlly quvlnt y wrn tm totr. To ntronnt st o n pns, w n us n rrnmnt o n wrs, onntn two pns. O ll su rrnmnts, t on tt uss t lst mount o

More information

QUESTIONS BEGIN HERE!

QUESTIONS BEGIN HERE! Points miss: Stunt's Nm: Totl sor: /100 points Est Tnnss Stt Univrsity Dprtmnt o Computr n Inormtion Sins CSCI 2710 (Trno) Disrt Struturs TEST or Sprin Smstr, 2005 R this or strtin! This tst is los ook

More information

24CKT POLARIZATION OPTIONS SHOWN BELOW ARE REPRESENTATIVE FOR 16 AND 20CKT

24CKT POLARIZATION OPTIONS SHOWN BELOW ARE REPRESENTATIVE FOR 16 AND 20CKT 0 NOTS: VI UNSS OTRWIS SPII IRUIT SMT USR R PORIZTION OPTION IRUIT SMT USR R PORIZTION OPTION IRUIT SMT USR R PORIZTION OPTION. NR: a. PPITION SPIITION S: S--00 b. PROUT SPIITION S: PS--00 c. PIN SPIITION

More information

16.unified Introduction to Computers and Programming. SOLUTIONS to Examination 4/30/04 9:05am - 10:00am

16.unified Introduction to Computers and Programming. SOLUTIONS to Examination 4/30/04 9:05am - 10:00am 16.unii Introution to Computrs n Prormmin SOLUTIONS to Exmintion /30/0 9:05m - 10:00m Pro. I. Kristin Lunqvist Sprin 00 Grin Stion: Qustion 1 (5) Qustion (15) Qustion 3 (10) Qustion (35) Qustion 5 (10)

More information