Clastogenic and Aneugenic Responses of Supplemental UV-B Radiation on Root Meristems of Lentil

Size: px
Start display at page:

Download "Clastogenic and Aneugenic Responses of Supplemental UV-B Radiation on Root Meristems of Lentil"

Transcription

1 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: Clstogeni nd Aneugeni Responses of Supplementl UV-B Rdition on Root Meristems of Lentil * 1 Ash Pndey, 2 G. Kumr 1,2 Plnt Genetis Lortory, Deprtment of Botny, University of Allhd, Indi Astrt: All living orgnisms re inseprly interdependent with nturl environment nd intert with eh other. UV-B rdition is prt of sun s energy whih due to depletion of ozone veil penetrtes the erth s surfe in n elevted level nd disrupts the vitl metoli proesses of plnts nd indues geneti instility, whih will ultimtely e trnsloted to vrious trophi levels. Considering the ove forementioned risk of UV-B on plnts, the present experimentl work hs een designed to study the effet of UV-B exposure on root meristems of Lentil (Lens ulinris Medik). Experiment ws rried out in four sets viz. A, B, C nd D. A,B,C sets were treted with UV-B rditions for 20min, 40min,nd 60min, suessively for 1 dy, 2dy nd 3dy. Set D remin unrdited eing kept s ontrol. After eh irrdition, roots were ut off from seeds nd fixed in Crnoy s fixtive (GAA: AA, 1:3) for 24 hours then trnsferred in 90% lohol. With the help of sqush tehnique ytologil slides were prepred. Vrious types of hromosoml nomlies were reported however the more prevlent were unorienttion, preoious hromosomes, stikiness, sttering, -mitosis, non-synhronistion, lggrds, ridges et. It ws oserved tht the hromotoxi effet of UV-B ws exggerted s exposure durtion elevted s evident in 60 minute treted sets. Hene, it ws onluded tht the higher intensity of UV-B exposure durtion is ftl nd genotoxi for plnt's geneti mhinery nd indues genome instility. Keywords: UV-B, irrdition, hromosoml nomlies, genotoxi, Lens ulinris Medik. 1. INTRODUCTION All living orgnisms require energy to enle them to mintin their vitl proesses. Energy rdited y sun lled solr energy is the primry soure of energy for ll living retures. From the 20 th entury, understnding of the reltionship etween plnts nd inident solr rys is mjor onern s it is the resoure se nd plys n importnt role s regultor nd ontroller of growth nd development. Solr rdition is the set of eletromgneti rdition emitted y sun. However, not ll the rditions pss through the erth s surfe s ultrviolet whih re too short, re sored y the gses present in erth s tmosphere silly CO 2, ozone nd wter vpour. Due to destrutive nthropogeni tivities nd extreme pollution, the ozone veil is eing dmged nd s onsequene more UV rys would reh the erth s surfe. Of ll the living orgnisms, plnts re more prone nd sensitive to elevted UV rditions s they re fully dependent on solr rdition for their survivl. Aording to the wvelength, UV rys hs een tegorised into UV-C ( nm) whih is extremely hrmful to orgnisms, ut not relevnt under nturl onditions, UV-B ( nm) is of prtiulr interest euse this wvelength represents ner out the 1.5% of the totl spetrum ut n indue vriety of dmging effets in plnts, UV-A ( nm) represents 6.3% of inoming solr rdition nd is the less hzrdous prt of UV rdition [1]. A smll derese in ozone level my use lrge reltive inrese in iologilly effetive UV rdition [2], [3]. UV-B n use severe deleterious effets in iologil orgnisms, despite representing only smll mount of totl solr rditions [4], [5], [6]. UV-B n dversely ret with mny iologil moleules inluding mino ids, nulei ids, proteins, lipids nd eliits stress responses t moleulr, ellulr nd whole orgnism levels [7], [8]. Grinis et. l., 2005 stted tht UV-B n dmge DNA y reting yloutne pyrimidine dimers nd pyrimidine (6-4) pyrimidine dimer, whih n led to point nd rek muttions if not orretly repired. Certin responses were eliited y plnts inluding inhiition of hypootyls elongtion nd root growth [10], otyledon opening Reserh Pulish Journls Pge 1

2 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: [11] stomtl losure [12] nd ntomil hnges ssoited with UV-B protetion. In reent yers, extensive reserhes were done y sientists to work out the plnt responses ginst UV-B rdition. During seed germintion root is the first to emerge, hene hromosoml errtions ourred in root meristems, will led to vrious impirments nd norml growth nd development. Although numerous studies hve een done with physil mutgens in diverse plnt speies ut knowledge out tivity of meristemti ells of erly roots will e of supreme importne to study proper growth nd developmentl pttern nd muttions in genotypi nd phenotypi hrters of plnts s onsequene of UV-B rditions. As the plnts re the est model system for iologil studies nd heper, esily ville, hene present experimentl work hs een designed in iming to determine the effets of UV-B on rte of mitoti division in root meristems of Lentil whih is n importnt leguminous rop. Lentil (Lens ulinris Medik) is onsidered s siling of en nd is rih soure of protein, rohydrte, nd minerls. It serves s poor people s mel in undeveloped ountries nd n lterntive of niml proteins in developed ountries due to its low holesterol ontent. As result of detiled literture study, this work represents first study on this sujet eing n implition of UV-B on Lentil tht will prove to e light for future studies. A. Seed prourement: 2. MATERIAL AND METHODOLOGY Seeds of Lens ulinris Medik were olleted from Indin Institute of Pulse Reserh (IIPR), Knpur, Uttr Prdesh. Seeds were onsistently seleted nd thorough wshing ws done upto 10 minutes with distilled wter nd surfe sterilized with 0.1% HgCl 2. B. Experimentl Design: Fresh seeds of Lentil were pre-soked in distilled wter for 12 hours nd then kept in sterilized petripltes with wet whtmnn filter pper s se for germintion in seed germintor t 25±2 o C with humidity 60-80%. Regulrly whtmnn filter ppers were llowed to hnge nd sprinkle with distilled wter. Four sets were prepred i.e. Set A for 20 minutes, Set B for 40 minute, Set C for 60 minute tretment nd Set D s ontrol. Nine replites were mintined for eh tretment. C. UV-B Tretment: Seeds with erly roots of length etween 5mm to 30mm of eh sets A, B, C were irrdited with fluoresent UV-B ( nm) lmps longwith white light. Firstly 9 replites of eh sets were irrdited for1 dy of time durtion 20, 40, 60 minute. Out of whih three replites from eh set were removed off from UV-B hmer for fixtion nd mitoti study. Then next 6 replites of eh set were gin irrdited with UV-B of respetive time durtion on seond dy nd three replites were removed off. Remining three replite out of 9 in eh sets were irrdited on third dy nd sme proess ws followed for eh set. Fourth set D ws without UV B tretment. The tretment ws strted in morning, 9m to 10 m every dy. D. Fixtion: Irrdited germinted seeds of eh sets were fixed in Crnoy s fixtive (glil eti id : solute lohol, (1:3) fter llowing for one hour reovery in their respetive ottles long with ontrol set. After 24 hours ll of them were removed from fixtive nd trnsferred into ottles ontining only 90% lohol. E. Mitoti preprtion: The roots of ontrol nd irrdited seedlings were exised, proessed nd hydrolysed in 1N HCL y djusting wter th t 60 0 for 5-10 minutes so tht tissues of root tips get soften. Then wshed under running wter to remove exess HCL nd llowed to keep on lotting pper for dehydrtion. Dried root tips were stined with 2% etormine (30 minute). By using sqush tehnique mitoti slides were prepred nd oserved ells were snpped under Nikon Reserh Eletron Mirosope using Olympus PCTV Vision Softwre. Approx. 10 mirosopi field views were reorded from eh slide. Soring ws done from 3 roots of eh replite. D. Formul used for soring of dt: The rry of mitoti indies nd vrious normlities were sreened out y pplying elow mentioned formul: Ative mitoti index (AMI) % = (Totl numer of dividing ells/totl numer of oserved ells)*100 Totl normlity perentge (TAB) % = (Totl numer of norml ells/totl numer of oserved ells)*100 Reserh Pulish Journls Pge 2

3 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: E. Sttistil nlysis: The dt otined ws nlysed using sttistil softwre, SPSS 16 nd mens were ompred using DUNCANS multiple rnge test (DMRT) (P 0.05). All the results were expressed in form of Men ± Stndrd Error. The grph ws plotted y using Sigmplot softwre. 3. RESULT The dt sored fter UV B tretment ws doumented in form of tle 1 nd tle 2 nd most frequent hromosoml normlities oserved were shown through photo mirogrphs in form of ytologil pltes in figure 1. Tle 1: Showing the ount of AMI (%) nd TAB (%) indued y UV-B in root meristems of Lens ulinris Medik TREATMENT (UV-B)* DOSES (MINUTES) AMI (%) ** (MEAN ± S.E.) TAB (%) *** (MEAN ± S.E.) CONTROL ± DAY 20 MIN ± ± MIN ± ± MIN 9.87 ± ± 0.21 CONTROL ± DAY 20 MIN ± ± MIN ± ± MIN 8.52 ± 0.28 d 6.21 ± 0.15 CONTROL ± DAY 20 MIN ± ± MIN 9.53 ± ± MIN 7.81 ± 0.30 d 7.45 ± 0.33 *Arevitions: UV-B*- Ultrviolet B rdition, AMI (%) **- Ative mitoti index, TAB (%) ***- Totl normlity perentge. Mens re followed y lowerse letter is sttistilly signifint t p<0.05. Tle 2: Showing vrious normlities indued y UV-B rditions in root meristems of Lens ulinris Medik. TREATMENT (UV-B) DOSES (MINUTES) CONTROL METAPHASIC ABNORMALITY (MEAN ± S.E.) ANAPHASIC ABNORMALITY (MEAN ± S.E.) SC CM PR ST UN BRDG ST UN LG OTH DAY 20 MIN 0.34± ± ± ± ± ± ± ± ± ± MIN 0.54± ± ± ± ± ± ± ± ± ± MIN 0.44± ± ± ± ± ± ± ± ± ±0.11 CONTROL DAY 20MIN 0.41± ± ± ± ± ± ± ± ± ± MIN 0.31± ± ± ± ± ± ± ± ± ± MIN 0.47± ± ± ± ± ± ± ± ± ±0.11 CONTROL DAY 20MIN 0. 24± ± ± ± ± ± ± ± ± ± MIN 0.56± ± ± ± ± ± ± ± ± ± MIN 0.60± ± ± ± ± ± ± ± ± ±0.15 *Arevitions: SC- Sttering, CM-C-mitosis, PR-Preoious movement, ST-Stikiness, UN-Unorienttion, BRDG-Bridge, LG-Lggrds, OTH-Other normlities. Mens followed y lowerse letter is sttislly signifint t p<0.05 Reserh Pulish Journls Pge 3

4 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: Figure 1: Showing UV-B indued hromosoml errtions: A: Prophse; B: Metphse (2n = 14); C: Anphse (14: 14); D: Unoriented metphse; E: Preoious movement of hromosomes with stiky metphse; F: Sttering t metphse; G: C-mitosis t metphse; H: Stiky metphse; I: Non-synhronistion t nphse; J: Forwrd movement of hromosomes t nphse; K: Unorienttion t nphse; L: Segmentl seprtion t nphse; M: Loop forming lggrd hromosome t nphse; N: Unequl seprtion t nphse; O: Single ridge t nphse; P: Multiple ridges t nphse. [Sle Br: Length = 2.16 µm, Width= 2.09 µm]. Reserh Pulish Journls Pge 4

5 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: A. Cytology of ontrol sets: Mitosis ws studied in meristemti ells of root tips. The present study reveled norml diploid hromosome omplement of Lens ulinris Medik (2n=14) whih were ligned in form of equtoril plte t metphse (2n =14) figure 1(B) nd these were eqully seprted (14:14) towrds eh pole t nphse figure 1 (C).The MI ws found to e highest (13.10%) nd no osure hromosoml nomlies were oserved. B. Cytology of UV B irrdited sets: The UV-B irrdited root tips showed devition ginst norml mitoti stges of ell division. Effet on tive mitoti index (AMI): AMI is mjor of ell ount undergoing ellulr division nd governing the rte of meristemti tivity. The genotoxiity level of UV-B rdition n e governed y the inrese or derese in the rte of tive mitoti index. Tle 1 shows the trend of progressive deline in AMI s the exposure dys were inresed longwith elevted durtion of UV- B. The AMI of 20 minute treted sets ws reorded to e highest 2.54 ±0.19 in 1 dy exposure nd it seems to e mildly delined to 11.39±0.15 on 3 dy UV-B exposure. However in 40 minute treted set severe deline ws noted from 11.73±0.15 to 9.53±0.59. Aprt from this drsti deline in AMI ws reorded in 60 minute treted sets from 9.87±0.34 to 7.81±0.30 d s ompred to ontrol set. Figure 2 eluidtes the pttern of grdul derese in mitoti index on inresing the durtion of supplementl UV-B irrditions. Hene it ws lerly envisged from present study tht the elevted level of UV-B exposure is mitolsti in its tion nd inhiits the norml mitoti yle y reduing the rte of tive mitoti index. ACTIVE MITOTIC INDICES (%) UV-B 1 DAY UV-B 2 DAY UV-B 3 DAY d d 0 CONTROL 20 MIN 40 MIN 60 MIN UV-B EXPOSURE (MINUTES) Figure 2: Supplementl effet of UV-B exposure on Ative Mitoti Indies (AMI) in root meristems of Lens ulinris Medik exposed for 20 min., 40 min. nd 60 min. Eh rshown in vertil lines represents the men of three smples ssyed in triplite. Brs showing different letters differ signifintly t P<0.05. Reserh Pulish Journls Pge 5

6 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: Effet of Chromosoml Orgnistion: The root mitosis shows vrious distortions in pttern of hromosoml orgnistion in UV-B treted sets tht leds to the indution of vrious types of hromosoml errtions oth lstogeni nd neugeni type. The ount of totl norml ells hs een doumented in form of totl normlity perentge (TAB) in tle 1. The rte of TAB (%) inreses from 0.44±0.08 (20 minutes) to 7.45±0.33 (60 minutes) s the exposure durtion ws inresed. The wide rnges of hromosoml errtions were oserved suh s unoriented metphse (figure 1.D), preoious movement of hromosomes with stiky metphse (Figure 1.E), sttered metphse (figure 1.F), C-mitosis (figure 1.G), stiky nphse (Figure 1.H), non-synhronistion (figure 1.I), loop formtion (figure 1.M) nd ridge formtion (Figure1.O) et. The most pronouned metphsi nd nphsi normlities indued on1 dy tretment ws preoious hromosomes (0.63±0.05 ) nd on 2 nd dy stikiness (1.02±0.13 ) nd unorienttion (1.46±0.17 ) t 60 minutes. However, on 3 rd dy stikiness ws found to e most dominnt (1.28±0.26 ) nd (1.36±0.28 ) t 60 minutes. Figure 3 shows the omprtive trend of indued hromosoml nomlies long with inresed level of UV-B exposure durtion. TOTAL ABNORMALITY PERCENTAGE (TAB %) MIN 40MIN 60MIN UVB 1 DAY UVB 2 DAY UVB 3 DAY UV-B EXPOSURE (MINUTES) Figure 3: Comprtive ount of hromosoml errtions indued y UV-B exposure in root meristemsof Lens ulinris Medik exposed for 20 min, 40 min, nd 60 min. Eh r represents the men of three smples ssyed in triplite nd rs re shown in vertil lines signifintly different t P<0.05. Hene, on the ount of ove forementioned oservtions, it ws lerly mnifestted tht the elevted UV-B exposure will led to indution of vrious hromosoml errtions in plnt ells. 4. DISCUSSION The result of present study eluidtes signifint derese in mitoti index long with dose dependent inrese in perentge of hromosoml errtions due to elevted exposure of supplementl UV-B irrditions. The studies onduted y Csill I. Br, (2009) nd Hopkins et l., (2002), were in fvour of present study showing redued mitoti indies. The redued AMI my our due to rekdown of plnt self protetion system nd further inhiition of ell DNA replition, trnsription nd protein synthesis [15]. Proly, more ells were rrested t interphse stge tht leds to deline in ell division. The deresed ATP level nd pressure exerted y energy produing entre my e the prole use for inhiition of DNA synthesis nd redued ATP [16]. Joze Bvoon nd Nd Gl (1996) were lso reported Reserh Pulish Journls Pge 6

7 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: deresed mitoti tivity nd lesser vitlity due to influene of UV-B irrdition in Pie ies. Wellmen (1983) stted tht slowing of mitosis is protetive plnt retion, s DNA is most sensitive to UV-B during replition. The enhned UV-B rdition doses indue different types of hromosoml errtions hrterized y hnge in totl hromosoml numer or struture. If the ells re irrdited during nd fter DNA synthesis (S nd G2) errtions re of hromtid type. However, if efore G 1, errtions re of hromosoml types [19]. Stikiness (Figure 1.H) ws found to e most dominnt hromosoml errtions reorded in the metphse nd nphse of mitosis. Chromosome stikiness leds to intivtion of DNA replition, inresed hromosoml ontrtion nd ondenstion or nuleoproteins proly leding to ell deth [20]. Preoious movement of hromosomes (Figure 1.E) oserved t metphse might e formed due to erly hism terminlistion or univlent hromosome formtion t end of prophse. Unorienttion (Figure1D, K) my our due to disruption of spindle struture or funtion s per UV-B rdition, leding to the spindle fire imlne on oth sides of entromere trtion power or hromosome entri frture nnot use hromosome norml movement [21]. C- mitosis t metphse ws deteted (Figure 1.G) firstly disovered y Levn (1938) in root tips of Allium ep used y intivtion of the spindle fire followed y rndom sttering of the hromosomes over the ell. The loop forming lggrds t nphse (Figure 1.H) might hve originted due to filure of kinetohores to tth with spindles nd leding to the joining of ends forming loops. Suh disorders my led to muttions. Formtion of Chromosome Bridge ws nother dominnt nomly reorded t nphse (Figure 1.O nd P). Aording to [15], the hromosome ridge might hve resulted due to enhned tivity of UV-B rditions, mking hromosome reks, then the two hromosome sides re respetively heled, produing with doule entromere hromosomes i.e. hromosome ridges. Hliem et l., (2013) re of the opinion tht the DNA dmges indued y UV-B rditions might hve influened the expression of numer of genes leding to ltertions in proteins tht ontrol mny metoli proesses like plnt development, ell yle, fertilistion nd seed formtion. 5. CONCLUSION As Lentil is n importnt pulse ommodity, hene seleted to study the UV-B effet in root meristemti ells. From present study it ws inferred tht if plnts re exposed for longer durtion to diret UV-B rditions, it will ffet root growth due to inhiition of ell division. Hene, this type of reserhes will further e reiproted to understnd the genotoxi effets of UV-B on whole plnts nd enhning wreness to onsumers out ill effets of UV-B poisoned plnts nd to devise protetive mesures ginst them. ACKNOWLEDGEMENT The uthors re grteful to Prof. Anupm Dixit, Hed of Botny Deprtment, University of Allhd, Allhd for providing essentil reserh filities. Thnks re lso due to Indin Institute of Pulse Reserh (IIPR), Knpur, Uttr Prdesh for providing Lentil seeds to ondut the experiment suessfully. REFERENCES [1] Hollosoy F., (2002) Effet of ultrviolet rdition on plnt ells.miron 33, [2] Mndronih, S., (1992). Implitions of reent totl tmospheri ozone mesurements for iologilly tive ultrviolet rdition rehing the erth s surfe. Geophys.Res. Lett. 19, [3] Mndronih, S., (1993). UV rdition in the nturl nd pertured tmosphere. In: Tevini, M. (Ed.) Effets of UV-B Rdition on Humns, Animls,Plnts, Miroorgnisms nd Mterils. Lewis Pulishers, Bo Rton, FL, pp [4] Cldwell M M., Bjorn L O., Bornmn J F., Flint S D., Kulndivelu G., Termur A H., nd Tevini M., (1998). Effets of inresed solr ultrviolet rdition on terrestril eosystems. J Photohem Photoiol B 46: Reserh Pulish Journls Pge 7

8 Vol. 4, Issue 1, pp: (1-8), Month: Jnury - Mrh 2016, Aville t: [5] MKenzie R L., Bjorn LO., Bis A., nd Ilysd M., (2003) Chnges in iologilly tive ultrviolet rdition rehing the Erth s surfe. Photohem Photoiol Si 2: [6] Lesure C D., Tong H., Yuen G., Hou X., Sun X., nd He Z., (2009). Root UV-B sensitive2 ts with root UV-B sensitive1 in root ultrviolet B-sensing pthwy, Plnt Physiology, vol. 150, no. 4, pp [7] Brown B A., et l. (2005) A UV-B-speifi signling omponent orhestrtes plnt UV protetion. Pro Ntl Ad Si USA 102: [8] Fritshe E., Shfer C., Clles C., Bernsmnn T., Bernshusen T., Wurm M., Huenthl U., Cline J E., Hjimirgh H., nd Shroeder P, et l. (2007). Lightening up the UV response y identifition of the rylhydroron reeptor s ytoplsmti trget for ultrviolet B rdition. Pro Ntl Ad Si USA 104: [9] Grinis G A., Mithell J R., Moorhouse M.J., Hnd K., de Wrd H., Vndeputte D., Jns J., Brnd K., Smid M., vn der Spek P J., nd et. l. (2005) Trnsriptome nlysis revels yloutne pyrimidine dimers s mjor soure of UV-indued DNA reks. EMBO J 24: [10] Kim B C., Tennessen D J, nd Lst R L., (1998). UV-B-indued photomorphogenesis in Aridopsis thlin. Plnt J 15: [11] Ulm R., nd Ngy F., (2005) Signlling nd gene regultion in response to ultrviolet light. Curr Opin Plnt Biol 8: [12] Nogues S., Allen D J., Morison J I L., Bker N R (1999) Chrteriztion of stomtl losure used y ultrviolet-b rdition. Plnt Physiol 121: [13] Csill I. B. (2009) Cytogeneti effets of irrdition with uv t 6 romnin ultivrs of phseolus vulgris l. Anlele tiinifie le Universitii Alexndru Ion Cuz, Seiune Genetii Biologie Moleulr, TOM X, [14] Hopkins L., Bond M A., nd Toin A K., (2002). Ultrviolet-B rdition redues the rtes of ell division nd elongtion in the primry lef of whet (Tritium estivum L v Mris Huntsmn). Plnt Cell nd Environment 25: [15] Liu F., Chen H.,nd Hn R., ( 2015). Different Doses of the Enhned UV-B Rdition Effets on Whet Somti Cell Division Cell Bio, 4, [16] Jin, A.K., nd Andsorhoy, R.K., (1988). Cytogenetil studies on the effet of some hlorinted pestiide III. Conluding remrks. Cytologi 53: [17] Bvon J. nd Gogl N.(1996) The Influene of UV-B Irrdition on the Mitoti Ativity in Pie ies (L.) Krst. Phyton (Horn, Austri) Speil issue: "Bioindition..." Vol. 36 Fs. 3 (47)-(50) [18] Wellmn E. (1983). UV rdition in photomorphogenesis. - In: SHROPSHIRE W. & MOHR J. R. H. (eds.), Enylopedi of plnt physiology: New series 16B (pp ) Springer-Verlg, Berlin, Heidelerg, New York, Tokyo. [19] Ahirwr R. (2015) Gmm Rdition Indued Chromosoml Aerrtions t Mitosis in Allium ep L. Interntionl Journl of Siene nd Reserh 4 (4) [20] Khnn, N. nd Shrm, S. (2013). Allium ep Root Chromosoml Aerrtion Assy: A Review.Indin J.Phrm.Biol.Res. 1(3): [21] Hn, R., Zheng, Y.F. nd Wng, C.H. (2007) Effets of Enhned UV-B Rdition on the Growth of Aeril Prts ndroot of Mize. Eology nd Environment, 2, [22] Levn, A The effet of olhiine on root mitosis in Allium. Heredits24: [23] Hliem E A., Adullh H., Asm A., nd Huqil AL (2013). Oxidtive Dmge nd Mutgeni Poteny of Fst Neutron nd UV- B Rdition in Pollen Mother Cells nd Seed Yield of Vii f L. Hindwi Pulishing Corportion BioMed Reserh Interntionl Volume, 12 pges Reserh Pulish Journls Pge 8

Effects of Applying Accumulator Straw in Soil on Nutrient Uptake and Soil Enzyme Activity of Capsella bursa-pastoris under Cadmium Stress

Effects of Applying Accumulator Straw in Soil on Nutrient Uptake and Soil Enzyme Activity of Capsella bursa-pastoris under Cadmium Stress Interntionl Conferene on Mnufturing Siene nd Engineering (ICMSE 2015) Effets of Applying Aumultor Strw in Soil on Nutrient Uptke nd Soil Enzyme Ativity of Cpsell burs-pstoris under Cdmium Stress Jin Wng1,,

More information

THE INFLUENCE OF MODEL RESOLUTION ON AN EXPRESSION OF THE ATMOSPHERIC BOUNDARY LAYER IN A SINGLE-COLUMN MODEL

THE INFLUENCE OF MODEL RESOLUTION ON AN EXPRESSION OF THE ATMOSPHERIC BOUNDARY LAYER IN A SINGLE-COLUMN MODEL THE INFLUENCE OF MODEL RESOLUTION ON AN EXPRESSION OF THE ATMOSPHERIC BOUNDARY LAYER IN A SINGLE-COLUMN MODEL P3.1 Kot Iwmur*, Hiroto Kitgw Jpn Meteorologil Ageny 1. INTRODUCTION Jpn Meteorologil Ageny

More information

6.3.2 Spectroscopy. N Goalby chemrevise.org 1 NO 2 CH 3. CH 3 C a. NMR spectroscopy. Different types of NMR

6.3.2 Spectroscopy. N Goalby chemrevise.org 1 NO 2 CH 3. CH 3 C a. NMR spectroscopy. Different types of NMR 6.. Spetrosopy NMR spetrosopy Different types of NMR NMR spetrosopy involves intertion of mterils with the lowenergy rdiowve region of the eletromgneti spetrum NMR spetrosopy is the sme tehnology s tht

More information

Iowa Training Systems Trial Snus Hill Winery Madrid, IA

Iowa Training Systems Trial Snus Hill Winery Madrid, IA Iow Trining Systems Tril Snus Hill Winery Mdrid, IA Din R. Cohrn nd Gil R. Nonneke Deprtment of Hortiulture, Iow Stte University Bkground nd Rtionle: Over the lst severl yers, five sttes hve een evluting

More information

Multiple stressor effects of ionising (gamma) radiation and non-ionising (UV) radiation in duckweed (Lemna minor)

Multiple stressor effects of ionising (gamma) radiation and non-ionising (UV) radiation in duckweed (Lemna minor) Multiple stressor effets of ionising (gmm) rdition nd non-ionising (UV) rdition in dukweed (Lemn minor) Li Xie 1,2,3, You Song 1,3, Knut Asjørn Solhug 2,3, Ole Christin Lind 2,3, Brit Slu 2,3, Bjørn Johnsen

More information

Review Topic 14: Relationships between two numerical variables

Review Topic 14: Relationships between two numerical variables Review Topi 14: Reltionships etween two numeril vriles Multiple hoie 1. Whih of the following stterplots est demonstrtes line of est fit? A B C D E 2. The regression line eqution for the following grph

More information

Applying Hyperaccumulator Straw in Cd-Contaminated Soil Enhances Nutrient Uptake and Soil Enzyme Activity of Capsella bursa-pastoris

Applying Hyperaccumulator Straw in Cd-Contaminated Soil Enhances Nutrient Uptake and Soil Enzyme Activity of Capsella bursa-pastoris Interntionl Conferene on Mnufturing Siene nd Engineering (ICMSE 2015) Applying Hyperumultor Strw in Cd-Contminted Soil Enhnes Nutrient Uptke nd Soil Enzyme Ativity of Cpsell burs-pstoris Jin Wng1,, Keng

More information

6.3.2 Spectroscopy. N Goalby chemrevise.org 1 NO 2 H 3 CH3 C. NMR spectroscopy. Different types of NMR

6.3.2 Spectroscopy. N Goalby chemrevise.org 1 NO 2 H 3 CH3 C. NMR spectroscopy. Different types of NMR 6.. Spetrosopy NMR spetrosopy Different types of NMR NMR spetrosopy involves intertion of mterils with the lowenergy rdiowve region of the eletromgneti spetrum NMR spetrosopy is the sme tehnology s tht

More information

Lecture Notes No. 10

Lecture Notes No. 10 2.6 System Identifition, Estimtion, nd Lerning Leture otes o. Mrh 3, 26 6 Model Struture of Liner ime Invrint Systems 6. Model Struture In representing dynmil system, the first step is to find n pproprite

More information

1 PYTHAGORAS THEOREM 1. Given a right angled triangle, the square of the hypotenuse is equal to the sum of the squares of the other two sides.

1 PYTHAGORAS THEOREM 1. Given a right angled triangle, the square of the hypotenuse is equal to the sum of the squares of the other two sides. 1 PYTHAGORAS THEOREM 1 1 Pythgors Theorem In this setion we will present geometri proof of the fmous theorem of Pythgors. Given right ngled tringle, the squre of the hypotenuse is equl to the sum of the

More information

Estimation of Global Solar Radiation in Onitsha and Calabar Using Empirical Models

Estimation of Global Solar Radiation in Onitsha and Calabar Using Empirical Models Communitions in Applied Sienes ISS 0-77 Volume, umer, 0, 5-7 Estimtion of Glol Solr dition in Onitsh nd Clr Using Empiril Models M.. nuhi, J. E. Ekpe nd G. F Ieh Deprtment of Industril Physis, Eonyi Stte

More information

ANALYSIS AND MODELLING OF RAINFALL EVENTS

ANALYSIS AND MODELLING OF RAINFALL EVENTS Proeedings of the 14 th Interntionl Conferene on Environmentl Siene nd Tehnology Athens, Greee, 3-5 Septemer 215 ANALYSIS AND MODELLING OF RAINFALL EVENTS IOANNIDIS K., KARAGRIGORIOU A. nd LEKKAS D.F.

More information

First compression (0-6.3 GPa) First decompression ( GPa) Second compression ( GPa) Second decompression (35.

First compression (0-6.3 GPa) First decompression ( GPa) Second compression ( GPa) Second decompression (35. 0.9 First ompression (0-6.3 GP) First deompression (6.3-2.7 GP) Seond ompression (2.7-35.5 GP) Seond deompression (35.5-0 GP) V/V 0 0.7 0.5 0 5 10 15 20 25 30 35 P (GP) Supplementry Figure 1 Compression

More information

Activities. 4.1 Pythagoras' Theorem 4.2 Spirals 4.3 Clinometers 4.4 Radar 4.5 Posting Parcels 4.6 Interlocking Pipes 4.7 Sine Rule Notes and Solutions

Activities. 4.1 Pythagoras' Theorem 4.2 Spirals 4.3 Clinometers 4.4 Radar 4.5 Posting Parcels 4.6 Interlocking Pipes 4.7 Sine Rule Notes and Solutions MEP: Demonstrtion Projet UNIT 4: Trigonometry UNIT 4 Trigonometry tivities tivities 4. Pythgors' Theorem 4.2 Spirls 4.3 linometers 4.4 Rdr 4.5 Posting Prels 4.6 Interloking Pipes 4.7 Sine Rule Notes nd

More information

b a wt ccd8 dad2 Secondary branches 15 e cd normal low b 2

b a wt ccd8 dad2 Secondary branches 15 e cd normal low b 2 A 3 1 Shoot mss (g) B Root mss (g) C 8 Primry rnhes D 8 Seonry rnhes 1 e E 8 Shoot mss/rnhes norml low 1 F 8 8 Shoot mss/root mss 8 8 Supplementl Figure 1 Aitionl phenotypi t reore from the plnts esrie

More information

Probability. b a b. a b 32.

Probability. b a b. a b 32. Proility If n event n hppen in '' wys nd fil in '' wys, nd eh of these wys is eqully likely, then proility or the hne, or its hppening is, nd tht of its filing is eg, If in lottery there re prizes nd lnks,

More information

Lesson 2: The Pythagorean Theorem and Similar Triangles. A Brief Review of the Pythagorean Theorem.

Lesson 2: The Pythagorean Theorem and Similar Triangles. A Brief Review of the Pythagorean Theorem. 27 Lesson 2: The Pythgoren Theorem nd Similr Tringles A Brief Review of the Pythgoren Theorem. Rell tht n ngle whih mesures 90º is lled right ngle. If one of the ngles of tringle is right ngle, then we

More information

CS 491G Combinatorial Optimization Lecture Notes

CS 491G Combinatorial Optimization Lecture Notes CS 491G Comintoril Optimiztion Leture Notes Dvi Owen July 30, August 1 1 Mthings Figure 1: two possile mthings in simple grph. Definition 1 Given grph G = V, E, mthing is olletion of eges M suh tht e i,

More information

Arrow s Impossibility Theorem

Arrow s Impossibility Theorem Rep Voting Prdoxes Properties Arrow s Theorem Arrow s Impossiility Theorem Leture 12 Arrow s Impossiility Theorem Leture 12, Slide 1 Rep Voting Prdoxes Properties Arrow s Theorem Leture Overview 1 Rep

More information

Project 6: Minigoals Towards Simplifying and Rewriting Expressions

Project 6: Minigoals Towards Simplifying and Rewriting Expressions MAT 51 Wldis Projet 6: Minigols Towrds Simplifying nd Rewriting Expressions The distriutive property nd like terms You hve proly lerned in previous lsses out dding like terms ut one prolem with the wy

More information

#A42 INTEGERS 11 (2011) ON THE CONDITIONED BINOMIAL COEFFICIENTS

#A42 INTEGERS 11 (2011) ON THE CONDITIONED BINOMIAL COEFFICIENTS #A42 INTEGERS 11 (2011 ON THE CONDITIONED BINOMIAL COEFFICIENTS Liqun To Shool of Mthemtil Sienes, Luoyng Norml University, Luoyng, Chin lqto@lynuedun Reeived: 12/24/10, Revised: 5/11/11, Aepted: 5/16/11,

More information

System Validation (IN4387) November 2, 2012, 14:00-17:00

System Validation (IN4387) November 2, 2012, 14:00-17:00 System Vlidtion (IN4387) Novemer 2, 2012, 14:00-17:00 Importnt Notes. The exmintion omprises 5 question in 4 pges. Give omplete explntion nd do not onfine yourself to giving the finl nswer. Good luk! Exerise

More information

Today s Outline. Inheritance. Darwin & Mendel near miss. Gregor Johann Mendel. Terms Punnett-square. Modern Synthesis

Today s Outline. Inheritance. Darwin & Mendel near miss. Gregor Johann Mendel. Terms Punnett-square. Modern Synthesis Tody s Outline Inheritne Gregor Mendel Theory of segregtion Theory of independent ssortment Soures of vrition in popultions hromosoml sis of inheritne Humn genetis & ethis Gregor Johnn Mendel Gregor Johnn

More information

Arrow s Impossibility Theorem

Arrow s Impossibility Theorem Rep Fun Gme Properties Arrow s Theorem Arrow s Impossiility Theorem Leture 12 Arrow s Impossiility Theorem Leture 12, Slide 1 Rep Fun Gme Properties Arrow s Theorem Leture Overview 1 Rep 2 Fun Gme 3 Properties

More information

Intermediate Math Circles Wednesday 17 October 2012 Geometry II: Side Lengths

Intermediate Math Circles Wednesday 17 October 2012 Geometry II: Side Lengths Intermedite Mth Cirles Wednesdy 17 Otoer 01 Geometry II: Side Lengths Lst week we disussed vrious ngle properties. As we progressed through the evening, we proved mny results. This week, we will look t

More information

supplementary information

supplementary information DOI: 1.138/n2131 Protein levels (% of ) e Full-length protein remining (%) 1 5 1 5 1 1 5 5 Hs7 Syt1 Syt2 β-atin CSP +tsyn Hs7 Syt1 Syt2 P4 rin.1.1.1 1 [Trypsin] (g/l) f +tsyn SNARE-omplexes remining (%)

More information

a) Read over steps (1)- (4) below and sketch the path of the cycle on a P V plot on the graph below. Label all appropriate points.

a) Read over steps (1)- (4) below and sketch the path of the cycle on a P V plot on the graph below. Label all appropriate points. Prole 3: Crnot Cyle of n Idel Gs In this prole, the strting pressure P nd volue of n idel gs in stte, re given he rtio R = / > of the volues of the sttes nd is given Finlly onstnt γ = 5/3 is given You

More information

H 4 H 8 N 2. Example 1 A compound is found to have an accurate relative formula mass of It is thought to be either CH 3.

H 4 H 8 N 2. Example 1 A compound is found to have an accurate relative formula mass of It is thought to be either CH 3. . Spetrosopy Mss spetrosopy igh resolution mss spetrometry n e used to determine the moleulr formul of ompound from the urte mss of the moleulr ion For exmple, the following moleulr formuls ll hve rough

More information

UV-Induced Self-Repairing Polydimethylsiloxane-Polyurethane (PDMS-PUR) Cu- Catalyzed Networks

UV-Induced Self-Repairing Polydimethylsiloxane-Polyurethane (PDMS-PUR) Cu- Catalyzed Networks Eletroni Supplementry Mteril (ESI) for Journl of Mterils Chemistry A. This journl is The Royl Soiety of Chemistry 2014 Supporting Online Mterils UV-Indued Self-Repiring Polydimethylsiloxne-Polyurethne

More information

Engr354: Digital Logic Circuits

Engr354: Digital Logic Circuits Engr354: Digitl Logi Ciruits Chpter 4: Logi Optimiztion Curtis Nelson Logi Optimiztion In hpter 4 you will lern out: Synthesis of logi funtions; Anlysis of logi iruits; Tehniques for deriving minimum-ost

More information

Spacetime and the Quantum World Questions Fall 2010

Spacetime and the Quantum World Questions Fall 2010 Spetime nd the Quntum World Questions Fll 2010 1. Cliker Questions from Clss: (1) In toss of two die, wht is the proility tht the sum of the outomes is 6? () P (x 1 + x 2 = 6) = 1 36 - out 3% () P (x 1

More information

CS 573 Automata Theory and Formal Languages

CS 573 Automata Theory and Formal Languages Non-determinism Automt Theory nd Forml Lnguges Professor Leslie Lnder Leture # 3 Septemer 6, 2 To hieve our gol, we need the onept of Non-deterministi Finite Automton with -moves (NFA) An NFA is tuple

More information

THE ANALYSIS AND CALCULATION OF ELECTROMAGNETIC FIELD AROUND OVERHEAD POWER LINE HongWang Yang

THE ANALYSIS AND CALCULATION OF ELECTROMAGNETIC FIELD AROUND OVERHEAD POWER LINE HongWang Yang 5th Interntionl Conferene on Advned Mterils nd Computer Siene (ICAMCS 6) THE ANALYSIS AN CALCULATION OF ELECTROMAGNETIC FIEL AROUN OVERHEA POWER LINE HongWng Yng eprtment of eletril engineering, North

More information

NON-DETERMINISTIC FSA

NON-DETERMINISTIC FSA Tw o types of non-determinism: NON-DETERMINISTIC FS () Multiple strt-sttes; strt-sttes S Q. The lnguge L(M) ={x:x tkes M from some strt-stte to some finl-stte nd ll of x is proessed}. The string x = is

More information

Effects of Drought on the Performance of Two Hybrid Bluegrasses, Kentucky Bluegrass and Tall Fescue

Effects of Drought on the Performance of Two Hybrid Bluegrasses, Kentucky Bluegrass and Tall Fescue TITLE: OBJECTIVE: AUTHOR: SPONSORS: Effets of Drought on the Performne of Two Hyrid Bluegrsses, Kentuky Bluegrss nd Tll Fesue Evlute the effets of drought on the visul qulity nd photosynthesis in two hyrid

More information

Vapour compression refrigeration system

Vapour compression refrigeration system www.ookspr.om VTU NEWS VTU NOTES QUESTION PAPERS FORUMS RESULTS Vpour ompression refrigertion system Introdution In vpour ompression system, the refrigernts used re mmoni, ron dioxide, freons et. the refrigernts

More information

GM1 Consolidation Worksheet

GM1 Consolidation Worksheet Cmridge Essentils Mthemtis Core 8 GM1 Consolidtion Worksheet GM1 Consolidtion Worksheet 1 Clulte the size of eh ngle mrked y letter. Give resons for your nswers. or exmple, ngles on stright line dd up

More information

Chemical Equilibrium

Chemical Equilibrium Chpter 16 Questions 5, 7, 31, 33, 35, 43, 71 Chemil Equilibrium Exmples of Equilibrium Wter n exist simultneously in the gs nd liquid phse. The vpor pressure of H O t given temperture is property ssoited

More information

Alpha Algorithm: A Process Discovery Algorithm

Alpha Algorithm: A Process Discovery Algorithm Proess Mining: Dt Siene in Ation Alph Algorithm: A Proess Disovery Algorithm prof.dr.ir. Wil vn der Alst www.proessmining.org Proess disovery = Ply-In Ply-In event log proess model Ply-Out Reply proess

More information

Distributed Generation Placement in Unbalanced Distribution System with Seasonal Load Variation

Distributed Generation Placement in Unbalanced Distribution System with Seasonal Load Variation Distriuted Genertion Plement in Unlned Distriution System with Sesonl Lod Vrition Rvi Tej Bhimrsetti Dept. of Eletril Engg., NT Kurukshetr Kurukshetr, ndi svrtej@gmil.om Ashwni Kumr, Memer, EEE Dept. of

More information

Trigonometry Revision Sheet Q5 of Paper 2

Trigonometry Revision Sheet Q5 of Paper 2 Trigonometry Revision Sheet Q of Pper The Bsis - The Trigonometry setion is ll out tringles. We will normlly e given some of the sides or ngles of tringle nd we use formule nd rules to find the others.

More information

3.15 NMR spectroscopy Different types of NMR There are two main types of NMR 1. C 13 NMR 2. H (proton) NMR

3.15 NMR spectroscopy Different types of NMR There are two main types of NMR 1. C 13 NMR 2. H (proton) NMR .5 NMR spetrosopy Different types of NMR There re two min types of NMR. NMR. (proton) NMR There is only round % in orgni moleules ut modern NMR mhines re sensitive enough to give full spetr for The spetr

More information

AVL Trees. D Oisín Kidney. August 2, 2018

AVL Trees. D Oisín Kidney. August 2, 2018 AVL Trees D Oisín Kidne August 2, 2018 Astrt This is verified implementtion of AVL trees in Agd, tking ides primril from Conor MBride s pper How to Keep Your Neighours in Order [2] nd the Agd stndrd lirr

More information

Chemical Equilibrium. Problem Set: Chapter 16 questions 25, 27, 33, 35, 43, 71

Chemical Equilibrium. Problem Set: Chapter 16 questions 25, 27, 33, 35, 43, 71 Chemil Equilibrium roblem Set: Chpter 16 questions 5, 7, 33, 35, 43, 71 Exmples of Equilibrium Wter n exists simultneously in the gs nd liquid phse. The vpor pressure of H O t given temperture is property

More information

CS 2204 DIGITAL LOGIC & STATE MACHINE DESIGN SPRING 2014

CS 2204 DIGITAL LOGIC & STATE MACHINE DESIGN SPRING 2014 S 224 DIGITAL LOGI & STATE MAHINE DESIGN SPRING 214 DUE : Mrh 27, 214 HOMEWORK III READ : Relte portions of hpters VII n VIII ASSIGNMENT : There re three questions. Solve ll homework n exm prolems s shown

More information

Maintaining Mathematical Proficiency

Maintaining Mathematical Proficiency Nme Dte hpter 9 Mintining Mthemtil Profiieny Simplify the epression. 1. 500. 189 3. 5 4. 4 3 5. 11 5 6. 8 Solve the proportion. 9 3 14 7. = 8. = 9. 1 7 5 4 = 4 10. 0 6 = 11. 7 4 10 = 1. 5 9 15 3 = 5 +

More information

A Non-parametric Approach in Testing Higher Order Interactions

A Non-parametric Approach in Testing Higher Order Interactions A Non-prmetri Approh in Testing igher Order Intertions G. Bkeerthn Deprtment of Mthemtis, Fulty of Siene Estern University, Chenkldy, Sri Lnk nd S. Smit Deprtment of Crop Siene, Fulty of Agriulture University

More information

Supplementary figure 1

Supplementary figure 1 Supplementry figure 1 Igf 1 mrna 5 15 1 5 Arg1 mrna 16 1 8 Col11 mrna 5 3 1 Mmp 13 mrna 15 1 5 Tslp mrna 3 1 Il5 mrna 3 1-1 Il33 mrna 6 Figure 1s. Kinetis of woun heling ftors n erly Th-type response ytokines

More information

Effects of Exogenous Melatonin on Photosynthetic Characteristics of. Lettuce Seedlings under NaCl Stress

Effects of Exogenous Melatonin on Photosynthetic Characteristics of. Lettuce Seedlings under NaCl Stress Interntionl Conferene on Energy nd Environmentl Protetion (ICEEP 16) Effets of Exogenous Meltonin on Photosyntheti Chrteristis of Lettue Seedlings under NCl Stress Zesheng Yn1,,Mi Li1, ndyi Tng,* 1 College

More information

1 This diagram represents the energy change that occurs when a d electron in a transition metal ion is excited by visible light.

1 This diagram represents the energy change that occurs when a d electron in a transition metal ion is excited by visible light. 1 This igrm represents the energy hnge tht ours when eletron in trnsition metl ion is exite y visile light. Give the eqution tht reltes the energy hnge ΔE to the Plnk onstnt, h, n the frequeny, v, of the

More information

Supplemental Material

Supplemental Material Supplementl Mteril Sulfmethzine Sorption to Soil: Vegettive Mngement, ph, nd Dissolved Orgni Mtter Effets Bei Chu, Keith W. Goyne *, Stephen H. Anderson, Chung-Ho Lin 2, nd Roert N. Lerh 3 Deprtment of

More information

Chem Homework 11 due Monday, Apr. 28, 2014, 2 PM

Chem Homework 11 due Monday, Apr. 28, 2014, 2 PM Chem 44 - Homework due ondy, pr. 8, 4, P.. . Put this in eq 8.4 terms: E m = m h /m e L for L=d The degenery in the ring system nd the inresed sping per level (4x bigger) mkes the sping between the HOO

More information

TIME AND STATE IN DISTRIBUTED SYSTEMS

TIME AND STATE IN DISTRIBUTED SYSTEMS Distriuted Systems Fö 5-1 Distriuted Systems Fö 5-2 TIME ND STTE IN DISTRIUTED SYSTEMS 1. Time in Distriuted Systems Time in Distriuted Systems euse eh mhine in distriuted system hs its own lok there is

More information

Exercise 3 Logic Control

Exercise 3 Logic Control Exerise 3 Logi Control OBJECTIVE The ojetive of this exerise is giving n introdution to pplition of Logi Control System (LCS). Tody, LCS is implemented through Progrmmle Logi Controller (PLC) whih is lled

More information

A Study on the Properties of Rational Triangles

A Study on the Properties of Rational Triangles Interntionl Journl of Mthemtis Reserh. ISSN 0976-5840 Volume 6, Numer (04), pp. 8-9 Interntionl Reserh Pulition House http://www.irphouse.om Study on the Properties of Rtionl Tringles M. Q. lm, M.R. Hssn

More information

AP CALCULUS Test #6: Unit #6 Basic Integration and Applications

AP CALCULUS Test #6: Unit #6 Basic Integration and Applications AP CALCULUS Test #6: Unit #6 Bsi Integrtion nd Applitions A GRAPHING CALCULATOR IS REQUIRED FOR SOME PROBLEMS OR PARTS OF PROBLEMS IN THIS PART OF THE EXAMINATION. () The ext numeril vlue of the orret

More information

6.5 Improper integrals

6.5 Improper integrals Eerpt from "Clulus" 3 AoPS In. www.rtofprolemsolving.om 6.5. IMPROPER INTEGRALS 6.5 Improper integrls As we ve seen, we use the definite integrl R f to ompute the re of the region under the grph of y =

More information

Acoustic panels ACOUSTICS BUILDING FOR COMFORT AND HEALTH CEMENTED WOOD WOOL PANELS

Acoustic panels ACOUSTICS BUILDING FOR COMFORT AND HEALTH CEMENTED WOOD WOOL PANELS CEWOOD ousti pnels re nturl produt mde in Ltvi. Pnels re friendly both to environment nd humn helth, they re mde from premium qulity wood wool by dding white ement nd wter. CEWOOD pnels re omfortble nd

More information

Angel International School - Manipay

Angel International School - Manipay Gre 6 Angel Interntionl Shool - Mnipy 2 n Term Exmintion Mrh, 2017 Siene Durtion: 02 Hours Inex No:- Prt 1 (1) Unerline the orret nswer. 1) Wht is the isese tht spre y unlen wter? ) Dengue ) Mlri ) Choler

More information

DETERMINING SIGNIFICANT FACTORS AND THEIR EFFECTS ON SOFTWARE ENGINEERING PROCESS QUALITY

DETERMINING SIGNIFICANT FACTORS AND THEIR EFFECTS ON SOFTWARE ENGINEERING PROCESS QUALITY DETERMINING SIGNIFINT FTORS ND THEIR EFFETS ON SOFTWRE ENGINEERING PROESS QULITY R. Rdhrmnn Jeng-Nn Jung Mil to: rdhrmn_r@merer.edu jung_jn@merer.edu Shool of Engineering, Merer Universit, Mon, G 37 US

More information

Appendix C Partial discharges. 1. Relationship Between Measured and Actual Discharge Quantities

Appendix C Partial discharges. 1. Relationship Between Measured and Actual Discharge Quantities Appendi Prtil dishrges. Reltionship Between Mesured nd Atul Dishrge Quntities A dishrging smple my e simply represented y the euilent iruit in Figure. The pplied lternting oltge V is inresed until the

More information

MATH Final Review

MATH Final Review MATH 1591 - Finl Review November 20, 2005 1 Evlution of Limits 1. the ε δ definition of limit. 2. properties of limits. 3. how to use the diret substitution to find limit. 4. how to use the dividing out

More information

Thermodynamics. Question 1. Question 2. Question 3 3/10/2010. Practice Questions PV TR PV T R

Thermodynamics. Question 1. Question 2. Question 3 3/10/2010. Practice Questions PV TR PV T R /10/010 Question 1 1 mole of idel gs is rought to finl stte F y one of three proesses tht hve different initil sttes s shown in the figure. Wht is true for the temperture hnge etween initil nd finl sttes?

More information

Lecture 27: Diffusion of Ions: Part 2: coupled diffusion of cations and

Lecture 27: Diffusion of Ions: Part 2: coupled diffusion of cations and Leture 7: iffusion of Ions: Prt : oupled diffusion of tions nd nions s desried y Nernst-Plnk Eqution Tody s topis Continue to understnd the fundmentl kinetis prmeters of diffusion of ions within n eletrilly

More information

Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement

Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement. Distance Measurement IVL 1101 Surveying - Mesuring Distne 1/5 Distne is one of the most si engineering mesurements Erly mesurements were mde in terms of the dimensions of the ody very old wooden rule - Royl Egyptin uit uits

More information

A Lower Bound for the Length of a Partial Transversal in a Latin Square, Revised Version

A Lower Bound for the Length of a Partial Transversal in a Latin Square, Revised Version A Lower Bound for the Length of Prtil Trnsversl in Ltin Squre, Revised Version Pooy Htmi nd Peter W. Shor Deprtment of Mthemtil Sienes, Shrif University of Tehnology, P.O.Bo 11365-9415, Tehrn, Irn Deprtment

More information

3.94 ± 0.50 (95% CI) Correlative inhibition index (slope)

3.94 ± 0.50 (95% CI) Correlative inhibition index (slope) Supplementl Tle S. Selected rchitecturl prmeters of phy nd phyphy grown under. Vlues re mens ± SE, except for predicted primry rosette rnches where the vlues re the men with the ssocited 9% confidence

More information

Supplementary Information. High-Performance Mixed-Dimensional Perovskite Solar Cells with Enhanced

Supplementary Information. High-Performance Mixed-Dimensional Perovskite Solar Cells with Enhanced Eletroni Supplementry Mteril (ESI) for Journl of Mterils Chemistry A. This journl is The Royl Soiety of Chemistry 201 Supplementry Informtion High-Performne Mixed-Dimensionl Perovskite Solr Cells with

More information

ALTERATION OF GEOTECHNICAL PROPERTIES OF PORTLAND LIMESTONE AND MONK'S PARK LIMESTONE UNDER SIMULATED WEATHERING

ALTERATION OF GEOTECHNICAL PROPERTIES OF PORTLAND LIMESTONE AND MONK'S PARK LIMESTONE UNDER SIMULATED WEATHERING 739 ALTERATION OF GEOTECHNICAL PROPERTIES OF PORTLAND LIMESTONE AND MONK'S PARK LIMESTONE UNDER SIMULATED WEATHERING MURPHY,W. Deprtment of Geology, University of Portsmouth, Burnby Building, Burnby Rod,

More information

Continuous Random Variables

Continuous Random Variables CPSC 53 Systems Modeling nd Simultion Continuous Rndom Vriles Dr. Anirn Mhnti Deprtment of Computer Science University of Clgry mhnti@cpsc.uclgry.c Definitions A rndom vrile is sid to e continuous if there

More information

Comparing the Pre-image and Image of a Dilation

Comparing the Pre-image and Image of a Dilation hpter Summry Key Terms Postultes nd Theorems similr tringles (.1) inluded ngle (.2) inluded side (.2) geometri men (.) indiret mesurement (.6) ngle-ngle Similrity Theorem (.2) Side-Side-Side Similrity

More information

Math 32B Discussion Session Week 8 Notes February 28 and March 2, f(b) f(a) = f (t)dt (1)

Math 32B Discussion Session Week 8 Notes February 28 and March 2, f(b) f(a) = f (t)dt (1) Green s Theorem Mth 3B isussion Session Week 8 Notes Februry 8 nd Mrh, 7 Very shortly fter you lerned how to integrte single-vrible funtions, you lerned the Fundmentl Theorem of lulus the wy most integrtion

More information

Technische Universität München Winter term 2009/10 I7 Prof. J. Esparza / J. Křetínský / M. Luttenberger 11. Februar Solution

Technische Universität München Winter term 2009/10 I7 Prof. J. Esparza / J. Křetínský / M. Luttenberger 11. Februar Solution Tehnishe Universität Münhen Winter term 29/ I7 Prof. J. Esprz / J. Křetínský / M. Luttenerger. Ferur 2 Solution Automt nd Forml Lnguges Homework 2 Due 5..29. Exerise 2. Let A e the following finite utomton:

More information

Statistics in medicine

Statistics in medicine Sttistis in meiine Workshop 1: Sreening n ignosti test evlution Septemer 22, 2016 10:00 AM to 11:50 AM Hope 110 Ftm Shel, MD, MS, MPH, PhD Assistnt Professor Chroni Epiemiology Deprtment Yle Shool of Puli

More information

Effect of resource supply on interactions between foliar endophytic and root mycorrhizal fungi in perennial ryegrass

Effect of resource supply on interactions between foliar endophytic and root mycorrhizal fungi in perennial ryegrass 135 Effet of resoure supply on intertions etween folir endophyti nd root myorrhizl fungi in perennil ryegrss Q. LIU 1,. J. PRSONS 1, H. XUE 1, J.. NEWMN 2 nd S. RSMUSSEN 1 1 greserh, P.B. 118, Plmerston

More information

5. Every rational number have either terminating or repeating (recurring) decimal representation.

5. Every rational number have either terminating or repeating (recurring) decimal representation. CHAPTER NUMBER SYSTEMS Points to Rememer :. Numer used for ounting,,,,... re known s Nturl numers.. All nturl numers together with zero i.e. 0,,,,,... re known s whole numers.. All nturl numers, zero nd

More information

Annexure V PROTOCOL FOR LST

Annexure V PROTOCOL FOR LST Annexure V PROTOCOL FOR LST Numer of lotions for LST. Cotton hyrids Zones* Souther n Centrl Norther n H X B 0 0 - X 0 0 5 H X H 0 0 0 H X 0 0 - H hirsutum; B rdne; h hereum; rorium *To e optimlly divided

More information

dsrna GFP 0 Ca 0 Ca 0 Ca TG Iono Time (s)

dsrna GFP 0 Ca 0 Ca 0 Ca TG Iono Time (s) Rtio (FL1/FL3) MFI dsrna GFP C dsrna dori C 1 2 1 2 Rtio (FL1/FL3) MFI C 1 2 Rtio (FL1/FL3) MFI C 1 2 C 1 2 C 1 2 Supplementry Figure 1. RNAi-medited depletion of dori hs no effet on the filling stte of

More information

Linear Algebra Introduction

Linear Algebra Introduction Introdution Wht is Liner Alger out? Liner Alger is rnh of mthemtis whih emerged yers k nd ws one of the pioneer rnhes of mthemtis Though, initilly it strted with solving of the simple liner eqution x +

More information

Lecture 18: Species, Hybrids, and QTL. Oct 23, 2006

Lecture 18: Species, Hybrids, and QTL. Oct 23, 2006 Leture 18: Speies, Hyrids, nd QTL Ot 23, 2006 ourse Logistis Reminder: Guest leture Fridy, Novemer 3 Reding posted on wesite 2 nd Reminder: no lss on Wednesdy, Novemer 1 nother 2 nd Reminder: Everyone

More information

Electronic Supplementary Information (ESI) for:

Electronic Supplementary Information (ESI) for: Eletroni Supplementry Mteril (ESI) for RSC Advnes. This journl is The Royl Soiety of Chemistry 2015 Eletroni Supplementry Informtion (ESI) for: Novel physio-hemil mehnism of the mutgeni tutomeristion of

More information

Planting pattern and pre-sowing soil moisture effect on yield of soybean

Planting pattern and pre-sowing soil moisture effect on yield of soybean Legume Reserh, 38 (2) 21 : 23-24 Print ISSN:2-371 / Online ISSN:976-71 AGRICULTURAL RESEARCH COMMUNICATION CENTRE www.rjournls.om/www.legumereserh.in Plnting pttern nd pre-sowing soil moisture effet on

More information

NEW CIRCUITS OF HIGH-VOLTAGE PULSE GENERATORS WITH INDUCTIVE-CAPACITIVE ENERGY STORAGE

NEW CIRCUITS OF HIGH-VOLTAGE PULSE GENERATORS WITH INDUCTIVE-CAPACITIVE ENERGY STORAGE NEW CIRCUITS OF HIGH-VOLTAGE PULSE GENERATORS WITH INDUCTIVE-CAPACITIVE ENERGY STORAGE V.S. Gordeev, G.A. Myskov Russin Federl Nuler Center All-Russi Sientifi Reserh Institute of Experimentl Physis (RFNC-VNIIEF)

More information

Preparation of Platinum Nanoparticles in Solution of Polyvinyl Pyrrolydone (PVP) by Laser Ablation Method

Preparation of Platinum Nanoparticles in Solution of Polyvinyl Pyrrolydone (PVP) by Laser Ablation Method VNU Journl of Siene: Mthemtis Physis, Vol. 30, No. 2 (2014) 18-24 Preprtion of Pltinum Nnoprtiles in Solution of Polyvinyl Pyrrolydone (PVP) y Lser Altion Method Nguyen The Binh*, Nguyen Dinh Thnh, Nguyen

More information

22: Union Find. CS 473u - Algorithms - Spring April 14, We want to maintain a collection of sets, under the operations of:

22: Union Find. CS 473u - Algorithms - Spring April 14, We want to maintain a collection of sets, under the operations of: 22: Union Fin CS 473u - Algorithms - Spring 2005 April 14, 2005 1 Union-Fin We wnt to mintin olletion of sets, uner the opertions of: 1. MkeSet(x) - rete set tht ontins the single element x. 2. Fin(x)

More information

1 This question is about mean bond enthalpies and their use in the calculation of enthalpy changes.

1 This question is about mean bond enthalpies and their use in the calculation of enthalpy changes. 1 This question is out men ond enthlpies nd their use in the lultion of enthlpy hnges. Define men ond enthlpy s pplied to hlorine. Explin why the enthlpy of tomistion of hlorine is extly hlf the men ond

More information

Introduction to Olympiad Inequalities

Introduction to Olympiad Inequalities Introdution to Olympid Inequlities Edutionl Studies Progrm HSSP Msshusetts Institute of Tehnology Snj Simonovikj Spring 207 Contents Wrm up nd Am-Gm inequlity 2. Elementry inequlities......................

More information

Supporting Information

Supporting Information tom-thik Interlyer Mde of VD-Grown Grphene Film on Seprtor for dvned thium-sulfur tteries Zhenzhen Du 1, hengkun Guo 2, njun Wng 3, jun Hu 1, Song Jin 1, Timing Zhng 1, Honghng Jin 1, Zhiki Qi 1, Sen Xin

More information

Table of Content. c 1 / 5

Table of Content. c 1 / 5 Tehnil Informtion - t nd t Temperture for Controlger 03-2018 en Tble of Content Introdution....................................................................... 2 Definitions for t nd t..............................................................

More information

1B40 Practical Skills

1B40 Practical Skills B40 Prcticl Skills Comining uncertinties from severl quntities error propgtion We usully encounter situtions where the result of n experiment is given in terms of two (or more) quntities. We then need

More information

AP Calculus BC Chapter 8: Integration Techniques, L Hopital s Rule and Improper Integrals

AP Calculus BC Chapter 8: Integration Techniques, L Hopital s Rule and Improper Integrals AP Clulus BC Chpter 8: Integrtion Tehniques, L Hopitl s Rule nd Improper Integrls 8. Bsi Integrtion Rules In this setion we will review vrious integrtion strtegies. Strtegies: I. Seprte the integrnd into

More information

Nondeterministic Automata vs Deterministic Automata

Nondeterministic Automata vs Deterministic Automata Nondeterministi Automt vs Deterministi Automt We lerned tht NFA is onvenient model for showing the reltionships mong regulr grmmrs, FA, nd regulr expressions, nd designing them. However, we know tht n

More information

8 THREE PHASE A.C. CIRCUITS

8 THREE PHASE A.C. CIRCUITS 8 THREE PHSE.. IRUITS The signls in hpter 7 were sinusoidl lternting voltges nd urrents of the so-lled single se type. n emf of suh type n e esily generted y rotting single loop of ondutor (or single winding),

More information

SECOND HARMONIC GENERATION OF Bi 4 Ti 3 O 12 FILMS

SECOND HARMONIC GENERATION OF Bi 4 Ti 3 O 12 FILMS SECOND HARMONIC GENERATION OF Bi 4 Ti 3 O 12 FILMS IN-SITU PROBING OF DOMAIN POLING IN Bi 4 Ti 3 O 12 THIN FILMS BY OPTICAL SECOND HARMONIC GENERATION YANIV BARAD, VENKATRAMAN GOPALAN Mterils Reserh Lortory

More information

SOLUTIONS TO ASSIGNMENT NO The given nonrecursive signal processing structure is shown as

SOLUTIONS TO ASSIGNMENT NO The given nonrecursive signal processing structure is shown as SOLUTIONS TO ASSIGNMENT NO.1 3. The given nonreursive signl proessing struture is shown s X 1 1 2 3 4 5 Y 1 2 3 4 5 X 2 There re two ritil pths, one from X 1 to Y nd the other from X 2 to Y. The itertion

More information

SUPPLEMENTARY INFORMATION. For

SUPPLEMENTARY INFORMATION. For Eletroni Supplementry Mteril (ESI) for Journl of Mterils Chemistry B. This journl is The Royl Soiety of Chemistry 217 SUPPLEMETARY IFRMATI For Phyoynin-bsed nnorrier s new nnopltform for effiient overoming

More information

CALCULATING REACTING QUANTITIES

CALCULATING REACTING QUANTITIES MODULE 2 14 WORKSHEET WORKSHEET For multiple-hoie questions 1 5 irle the letter orresponding to the most orret nswer. 1 The lned eqution for the urning of utnol (C 4 H 9 OH) is given elow: C 4 H 9 OH(l)

More information

Journal of Chemical and Pharmaceutical Research, 2013, 5(12): Research Article

Journal of Chemical and Pharmaceutical Research, 2013, 5(12): Research Article Avilble online www.jopr.om Journl of Chemil nd Phrmeutil Reserh, 2013, 5(12):1283-1288 Reserh Artile ISSN : 0975-7384 CODEN(USA) : JCPRC5 Study on osion resistne of zin lloy oting of mehnil plting by eletrohemil

More information

Damping of Power System Oscillations using Unified Power Flow Controller (UPFC)

Damping of Power System Oscillations using Unified Power Flow Controller (UPFC) INDIAN INSTITUTE OF TECHNOLOGY, KHARAGPUR 73, DECEMBER 7-9, 47 of Power System Osilltions using Unified Power Flow Controller (UPFC) Neelim Tmey M. L. Kothri Astrt--This pper presents systemti pproh for

More information

Formula for Trapezoid estimate using Left and Right estimates: Trap( n) If the graph of f is decreasing on [a, b], then f ( x ) dx

Formula for Trapezoid estimate using Left and Right estimates: Trap( n) If the graph of f is decreasing on [a, b], then f ( x ) dx Fill in the Blnks for the Big Topis in Chpter 5: The Definite Integrl Estimting n integrl using Riemnn sum:. The Left rule uses the left endpoint of eh suintervl.. The Right rule uses the right endpoint

More information