Bacterial halo blight of coffee crop: aggressiveness and genetic diversity of strains

Size: px
Start display at page:

Download "Bacterial halo blight of coffee crop: aggressiveness and genetic diversity of strains"

Transcription

1 DOI: K.W. Macel et al. PLANT PROTECTION - Artcle Bacteral halo blght of coffee crop: aggressveness and genetc dversty of strans Karen Wolf Macel 1 *, Suzete Aparecda Lanza Destefano 1, Lus Otavo Saggon Beram 1, Irene Mara Gatt de Almeda 1, Flava Rodrgues Alves Patrco 2, Lucas Mateus Rvero Rodrgues 3, Olvero Guerrero Flho 3 1.Insttuto Bológco - Laboratóro de Bacterologa Vegetal - Campnas (SP), Brazl. 2.Insttuto Bológco - Laboratóro de Ftopatologa - Campnas (SP), Brazl. 3.Insttuto Agronômco - Centro de Café - Campnas (SP), Brazl. ABSTRACT: Bacteral halo blght, caused by Pseudomonas syrngae pv. garcae, s an mportant dsease of coffee crop occurrng n Brazl and other countres. In recent years, outbreaks of ths dsease have damaged several coffee crops n Brazl. Aggressveness and genetc dversty of 25 strans of P. s. pv. garcae, obtaned between the years 1958 and 2011, n 23 ctes of São Paulo and Mnas Geras states, as well as three strans from Kenya were evaluated n ths study. The strans were noculated on coffee seedlngs cultvar Mundo Novo, and ther genetc dversty was evaluated by ERIC-PCR, REP-PCR, and ther combnaton. All the strans were pathogenc to the coffee seedlngs; the results of pathogencty tests, n both experments, could be dvded n four aggressvness classes (hghly aggressve; aggressve; moderately aggressve and less aggressve). The Kenyan strans grouped separately from the Brazlan strans wth ERIC-PCR and the combnaton of ERIC- and REP-PCR. The Brazlan strans could be grouped n two sub-clusters, the frst ncludng the older strans, obtaned from 1958 to 1978, and the other comprsng the remanng strans. Wth a few exceptons, strans solated from 1997 to 2011, grouped manly by ther regon of orgn, were predomnantly solated from hgher alttude regons, above 800 m. Ths probably occurred because the clmatc condtons that preval n these regons, characterzed by mlder temperatures and regular ranfall, are favorable for the coffee crop and for the producton of hgh qualty coffee beverage, but can be also favorable to bacteral halo blght. Key words: Pseudomonas syrngae pv. garcae, Coffea arabca, ERIC- PCR, REP-PCR. *Correspondng author: karenwmacel@hotmal.com Receved: Jul 6, 2016 Accepted: Feb. 28,

2 Genetc dversty of P. syrngae pv. garcae Introducton Brazl s the world s largest producer and exporter of coffee. The Arabca coffee (Coffea arabca L.) s cultvated manly n Mnas Geras, and São Paulo States (Conab 2015). Bacteral halo blght, caused by Pseudomonas syrngae pv. garcae, s an mportant dsease of coffee n Brazl and outbreaks of ths dsease have occurred n ths country n recent years (Rodrgues et al. 2013; Zoccol et al. 2011). The dsease s characterzed by lesons on leaves, flowers, pn-head berres, and de-back of twgs and branches. The most characterstc symptom of the dsease s the presence of brown necrotc lesons on the leaves, surrounded by a chlorotc halo. Growth and coalescence of the lesons on the leaves cause ther drop and subsequent defolaton of branches. At the end of the rany season, the symptoms are confned to the branches that exhbt sometmes severe de-back. Bacteral halo blght also affects seedlngs n nurseres, causng lesons on leaves and de-back of the seedlngs (Costa et al. 1957). Ths dsease was frst descrbed n 1955, affectng coffee crops n the county of Garça, State of São Paulo, Brazl (Amaral et al. 1956) and was consdered of mnor mportance for approxmately 17 years after ts emergence, when only solated cases were reported (Kmura et al. 1973). From 1973 to 1975, a hgh ncdence of the dsease was observed n the state of Paraná n nurseres and coffee plantatons that were recovered from frost 4 (Kmura et al. 1973; Mohan 1976). Bacteral halo blght has spread across the country and the pathogen has been detected n the States of Paraná, São Paulo and Mnas Geras (Malavolta Junor et al. 2008). Recently, damages caused by the dsease were reported n some regons of the State of São Paulo as well as n regons wth rregular topography and hgh alttudes n the State of Mnas Geras, such as Alto Paranaíba, Trângulo Mnero and Sul de Mnas (Zoccol et al. 2011; Rodrgues et al. 2013). The rep-pcr technque has been consdered an mportant tool n phylogenetc studes of bacteral populatons and shows hgh correlaton wth other more laborous technques such as AFLP and DNA hybrdzaton (Rademaker et al. 2000). Ths technque s based on the amplfcaton of three famles of repettve DNA sequences that are present n the genome of several bacteral speces, the repettve extragenc palndromc sequence (REP), the enterobacteral repettve ntergenc consensus (ERIC) and the BOX elements (Louws 4 Mohan, S.K. (1976). Investgação sobre Pseudomonas garcae Amaral et al. em cafeeros. Congresso Braslero de Pesqusas Cafeeras, Caxambu, 4. (p. 56). Ro de Janero: IBC. et al. 1994). Rep-PCR has been frequently used to assess the genetc dversty of several plant pathogenc bactera such as Xanthomonas axonopods pv. juglands (Scortchn et al. 2001), P. syrngae pv. syrngae (Nataln et al. 2006) and studes of nter-and ntraspecfcty n strans of P. syrngae (Vcente and Roberts 2007; Çepn and Gürel 2012; Gašć et al. 2012). Although bacteral halo blght occurs n Brazl snce 1955, t s unknown f the recent outbreaks of the dsease are due to changes n the populaton of the pathogen or to ncreases n the aggressveness of new strans or to other unknown factors. Therefore, aggressveness and genetc dversty of 25 Brazlan strans of P. syrngae. pv. garcae from several coffee producng areas, obtaned between the years 1958 to 2011, were nvestgated n ths study. Materal and Methods Twenty-fve strans of P. syrngae. pv. garcae, solated from coffee crops cultvated n the States of Mnas Geras and São Paulo, Brazl, were nvestgated n ths study. Three strans from Kenya were ncluded n the analyss for comparatve purposes, snce bacteral halo blght was also reported as an mportant dsease n that country (Karu 1997). The strans were obtaned from the Phytobactera Culture Collecton of Insttuto Bológco (IBSBF) and ther geographcal orgn, year of solaton, and clmate data of the localtes of orgn are shown n Table 1. The aggressveness of the strans was evaluated n two experments carred out n September and October of 2015, n a greenhouse located at Centro Expermental Central, Insttuto Bológco, Campnas, SP, wth seedlngs of the susceptble coffee cultvar Mundo Novo. Four pars of true leaves of each seedlng were noculated wth bacteral suspensons (approxmately 10 8 CFU ml -1 ) prepared by the cultvaton of the strans n nutrent agar medum (NA) for 48 h at 28 C. The noculatons were performed by sprayng the suspensons untl runoff on leaves that were prevously punctured wth sterle entomologcal needles (four punctures per leaf). Three control plants were noculated wth sterle dstlled water. After the noculatons, the plants were kept n a most chamber for 72 h and then transferred to a greenhouse at room temperature. 97

3 K.W. Macel et al. Table 1. Strans of Pseudomonas syrngae pv. garcae used n ths study. Geographcal orgn Clmate data IBSBF 1 stran number County/ State Country Average temperature ( o C) Precptaton (mm) Alttude (m) Clmate classfcaton 4 Year of solaton 65 Jaú, SP Brazl Cfb Prajú, SP Brazl Cfa Ouro Fno, MG Brazl Cfb Campnas, SP Brazl Cfa P (= LMG ) Garça, SP Brazl Cfa (=LMG 5551) - Kenya Guaxupé, MG Brazl Cfb Crstas Paulsta, SP Brazl Cfb São João da Boa Vsta, SP Braz Cfa Serra Negra, SP Brazl Cfb Franca, SP Brazl Cfb Patrocíno, MG Brazl 21, Aw Caconde, SP Brazl Cfa Águas da PrataSP Brazl Cfb (= ICMP ) - Kenya Carmo de Mnas, MG Brazl Cfa Serra Negra SP Brazl Cfb Altnópols,SP Brazl Cfb Garça, SP Brazl Cfa São Sebastão da Grama, SP Brazl Cfb Bragança Paulsta SP Brazl Cfb Serra do Saltre Brazl Cfb Vargnha, MG Brazl Cfa Albertna, MG Brazl Cfb (= LMG 5549) - Kenya Dvnolânda, SP Brazl Cfb Andradas, MG Brazl Cfa Unaí, MG Brazl Aw IBSBF - Phytobactera Culture Collecton of Insttuto Bológco Brazl (http// 2 LMG Laboratorumvoor Mcrobology Culture Collecton, Rjksunverstset, Gent, Belgum; 3 ICMP Internatonal Collecton of Mcroorgansms from Plants, Auckland, New Zealand; p Pathovar reference stran; 4 Köppen-Geger Clmate classfcaton (Clmate.date.org. 2016); 5 Cfb - Temperate humdty clmate wth warm summer; 6 Cfa - Temperate humdty clmate wth a hot summer; 7 Aw -Tropcal clmate wth a dry wnter. The severty of the dsease was assessed by the number of lesons and the area affected by the dsease n the second and thrd pars of leaves of the seedlngs at 30 days after the noculaton. To evaluate the area affected by the dsease the leaves were photographed and, n order to be measured n the nteractve applcaton Leaf Doctor (Pethybrdge and Nelson 2015), ther photographs were modfed usng Adobe Photoshop to create a black background that surrounded all the ndvdual leaves. The nteractve applcaton Leaf Doctor was used to dstngush dseased from healthy plant tssues and to calculate the percentage of dsease severty (Pethybrdge and Nelson 2015). Two ndependent experments were carred out n a completely randomzed desgn wth four replcates, each replcate represented by one seedlng. The results were submtted to analyss of varance and the averages were compared by the Scott Knott test at the level of 5% of probablty. 98

4 Genetc dversty of P. syrngae pv. garcae In the molecular characterzaton, the amplfcaton reactons were conducted wth prmer sets: ERIC1R (5 - ATG TAA GCT CCT GGG GAT TCA C - 3 ); ERIC2 (5 - AAG TAA GTG ACT GGG GTG AGC G - 3 ); REP1R-I (5 - III ICG ICG ICA TCI GGC - 3 ); REP2-I (5 - ICG ICT TAT CIG GCC TAC - 3 ), and BOX A1R (5 CTA CGG CAA GGC GAC GCT GAC G - 3 ) (Louws et al. 1994). PCR was conducted n a MyCycle thermal cycler (Bo-Rad) n 25 µl reacton volume contanng: 100 ng of genomc DNA; 0.8 µm of ERIC prmers; 0.2 mm of deoxynucleosde trphosphates; 2.5 mm of magnesum chlorde; and 2.5 unts of Taq DNA polmerase (Fermentas) n a reacton buffer. The followng cyclng condtons were used: one cycle of ntal denaturaton at 95 C for 7 mn; 30 cycles consstng of 94 C for 1 mn; 52 C for 1 mn; 65 C for 8 mn; and a sngle fnal extenson at 65 C for 16 mn. REP-PCR reactons were performed n 25 µl volume contanng: 100 ng of genomc DNA; 0.5 µm of each prmer; 0.2 mm of deoxynucleosde trphosphates; 2.5 mm of magnesum chlorde; and 2.5 unts of Taq DNA polmerase n a reacton buffer. The amplfcaton condtons ncluded one cycle of ntal denaturaton at 95 C for 6 mn; 30 cycles consstng of 94 C for 1 mn; 40 C for 1 mn; 65 C for 8 mn; and a sngle fnal extenson at 65 C for 16 mn. Alquots of REP-PCR (8 µl) and ERIC-PCR (10 µl) products were separated by electrophoress on a 2.5% agarose gel staned wth ethdum bromde 10 mg ml -1 n TAE buffer (0.04 M Trs-acetate/0.001 M EDTA) and then vsualzed and photographed under UV lght usng a dgtal system (Alpha Innotech 2200). A dendrogram was constructed usng fragments rangng from 200 to 1400 bp, scored for presence (1) or absence (0), usng the Jaccard (S J ) coeffcent and UPGMA (Unweghted Pared Group Method) algorthm from the NTSYS-PC program, verson 1.70 (Rohlf 1992). Results and Dscusson All P. syrngae pv. garcae strans nvestgated heren were pathogenc to the coffee seedlngs, but 12 of them, obtaned from 1978 to 2011, were more aggressve. Consderng the leaf area affected by the dsease, n the frst experment the stran IBSBF 1293 was the most aggressveness, followed by the strans IBSBF 65, 1664, 2212, 3046 and 75. In the second experment, the strans IBSBF 2212 and 3046 were more aggressve followed by the strans IBSBF 1664 and By observng smultaneously the results of percentage of area affected by the dsease and number of lesons per leaves, n both experments, the solates can be dvded n four categores: HA - hghly aggressve; A aggressve; MA - moderately aggressve and LA - less aggressve. Accordng to ths results, the hgher aggressve strans were IBSBF 1293, 1664, 2212, e The aggressveness classfcaton of all the other strans are descrbed on Table 2. Symptoms of bacteral halo blght were not observed n the control treatments. Ths s the frst study n whch the severty of bacteral halo blght was assessed wth the nteractve applcaton Leaf Doctor (Pethybrdge and Nelson 2015). The use of the applcaton was somewhat laborous because all the leaves needed to be photographed, but t reduced the human error nvolved n estmatng the leaf area affected by the dsease and also made possble the experment be well documented, therefore t can be a valuable tool for assessng ths dsease. There was a sgnfcant correlaton between the number of lesons per leaf and the area affected by the dsease n the frst (R 2 = 0,776847) and second experment (R 2 = 0,699389). Although all strans nvestgated heren have been obtaned from severely affected coffee crops, some strans showed hgh and others low levels of aggressveness n the coffee seedlngs. Varatons n aggressveness of bacteral strans have already been reported n other pathosystems and are rather expected. Nataln et al. (2006) found varatons n the aggressveness of P. syrngae. pv. garcae strans obtaned from a pear (Pyrus communs) orchard. Mrk et al. (2011) observed that strans of P. cchor obtaned from lettuce (Lactuca satva), tomato (Solanum lycoperscum) and Schefflera arborcola were more aggressve to the hosts from whch they had been solated, although they were pathogenc to all hosts. In our study, the genetc clusterng of the P. syrngae pv. garcae strans showed no correlaton wth the aggressveness of the solates. In contrast, Vcente and Roberts (2007) found that rep-pcr grouped, wth some exceptons, the more aggressveness strans of P. syrngae pv. morsprunorum race 1 solated from cherry trees. It was observed for P syrngae pv. garcae that aggressveness can be lost by successve subcultures (Moraes et al. 1975). Furthermore, aggressveness can vary dependng on the bacteral strans and envronmental condtons, as demonstrated n ths paper. 99

5 K.W. Macel et al. Table 2. Aggressveness of Pseudomonas syrnge pv. garcae strans to coffee seedlngs cv. Mundo Novo, evaluated by the severty, estmated by the leaf area affected by dsease and the number of lesons per leaf. IBSBF 1 strans Percentage of leaf area affected by the dsease Number of lesons per leaf Experment 1 Experment 2 Experment 1 Experment 2 Aggressvty categores b c 3.25 a 3.06 b Aggressve b 6.58 c 2.95 a 2.00 b Aggressve c 6.73 c 2.31 b 2.00 b Aggressve c 7.63 c 2.81 b 2.87 b Aggressve 248 p 0.19 e 0.13 d 0.43 d 0.31 d Lttle aggressve d 0.93 d 0.75 c 0.87 c Moderately aggressve a b 4.18 a 3.18 b Hghly aggressve d 0.51 d 2.37 b 1.16 c Moderately aggressve e 0.11 d 0.62 d 0.43 d Lttle aggressve b b 3.56 a 3.06 b Hghly aggressve b a 3.93 a 4.31 a Hghly aggressve c 3.98 c 3.06 a 2.81 b Aggressve d 3.05 d 2.25 b 3.00 b Moderately aggressve c 5.98 c 2.68 b 3.04 b Aggressve c 6.37 c 1.87 b 1.31 c Moderately aggressve e 0.06 d 0.00 d 0.06 d Lttle aggressve e 0.55 d 0.37 d 1.43 c Lttle aggressve d 0.42 d 2.12 b 1.75 c Moderately aggressve e 0.10 d 0.12 d 0.12 d Lttle aggressve e 0.10 d 0.00 d 0.18 d Lttle aggressve d 0.46 d 1.25 c 1.56 c Moderately aggressve c c 2.22 b 2.62 b Aggressve d 0.20 d 0.93 c 1.00 c Moderately aggressve e 0.20 d 0.62 d 0.68 d Lttle aggressve d 2.09 d 1.50 c 1.75 c Moderately aggressve b a 3.37 a 3.62 a Hghly aggressve d 0.18 d 1.29 c 0.56 d Lttle aggressve e 0.06 d 0.08 d 0.12 d Lttle aggressve Control 0.00 e 0.00 d 0.00 d 0.00 d CV(%) IBSBF - Phytobactera Culture Collecton of Insttuto Bológco - Brazl. (http// 2 Means were compared by the Scott-Knott test at 5 % probablty; P Patovar reference stran. In ths study, the strans dd not show varatons n the BOX-PCR (data not shown) but exhbted varablty n the ERIC- and REP-PCR patterns. The genetc relatedness of P. syrngae pv. garcae strans, nvestgated by ERIC- and REP- PCR, yelded fngerprnts wth 20 and 24 bands rangng from 1900 bp to 80 bp and 1825 bp to 200 bp, respectvely. Bandng patterns generated by ERIC- and REP-PCR revealed a hgh genetc dversty among the strans. The dendrogram constructed wth ERIC allowed the separaton of the strans nto two major clusters wth approxmately 37% smlarty. Cluster I was represented by four strans from the State of São Paulo solated between the years 1958 and 1978, wth alttudes rangng from 524 to 684 m. Cluster II, dvded nto two subclusters, a and b, allocated the remanng strans wth approxmately 45% smlarty between them. The subcluster a was represented by the three strans from 100

6 Genetc dversty of P. syrngae pv. garcae Kenya, and the subcluster b was further subdvded nto two other subclusters, and, wth approxmately 53% smlarty. The subcluster allocated strans from the countes of Guaxupé, MG, Andradas, MG, and Vargnha, MG, (70% smlarty), whle the subcluster grouped fve strans from Mnas Geras 57% smlarty), solated from 1978 to 2011, and the remanng 12 from the State of São Paulo solated from 1998 to One stran from Albertna, MG, was allocated wth São Paulo strans, and the genetc smlarty between them probably has occurred due the exchange of vegetal materal between these ctes whch are geographcally close (Fgures 1 and 2). Bandng patterns generated by REP-PCR also revealed a hgh genetc dversty among the strans. In ths analyss the strans were separated nto two clusters: Cluster I was represented only by the IBSBF 2883 stran from Kenya, wth M M M 1,000 bp 500 bp Fgure 1. Amplfcaton of DNAs from Pseudomonas syrngae pv. garcae strans wth ERIC 1R/ERIC2 prmers. (M) Molecular weght marker 100 bp (1) IBSBF 248 P ; (2) 2999; (3) 3005; (4) 3015; (5) 3019; (6) 3022; (7) 3032; (8) 3046; (9) 249; (10) 2883 and (11) (b) (a) Garça/SP (LA) Jaú/SP (A) Prajú/SP (A) Campnas/SP (A) Ouro Fno/MG (A) Patrcíno/MG (A) Serra do Saltre/MG (A) Unaí/MG (LA) Carmo de Mnas/MG (LA) Crstas Paulsta/SP (MA) Franca/SP (HA) Serra Negra/SP (LA) Altnópols/SP (MA) São João da Boa Vsta/SP (LA) São Sebastão da Grama/SP (LA) Garça/SP (LA) Águas da Prata/SP (A) Bragança Paulsta/SP (MA) Albertna/MG (LA) Dvnoânda/SP (HA) Serra Negra/SP (HA) Caconde/SP (MA) Guaxupé/MG (HA) Andradas/MG (LA) Vargnha/MG (MA) Kenya (MA) Kenya (MA) Kenya (MA) Fgure 2. Genetc dversty of Pseudomonas syrngae pv. garcae strans. Dendrogram generated accordng to the fngerprnt of the strans usng ERIC 1R/ERIC2 prmers, based on the UPGMA method, usng Jaccard smlarty coeffcent (S J ). 101

7 K.W. Macel et al. approxmately 20% smlarty to Cluster II, whch allocated the remanng strans and was subdvded nto subclusters a and b, wth about 49% smlarty to each other. The subcluster a ncluded only fve strans wth 60% smlarty, two from Kenya (IBSBF 249 and IBSBF 3037), the pathotype stran (IBSBF 248 p ), also one stran from Guaxupé, MG, and another from Ouro Fno/MG. The subcluster b grouped the remanng 22 strans, whch could be further dvded nto two other subclusters, and. Subcluster grouped only the strans solated from Mnas Geras wth approxmately 63% smlarty, whle subcluster only those from São Paulo (smlartes rangng 60 to 93%), wth excepton of Albertna, MG, as also observed n ERIC-PCR analyss. Accordng to ths analyss, the strans from São Paulo (cluster II, subcluster b and ) were manly separated from those of Mnas Geras (cluster II, subcluster b and ) (Fgures 3,4). M M M 1,000 bp 500 bp Fgure 3. Amplfcaton of DNAs from Pseudomonas syrngae pv. garcae strans wth REP1R/REP2I prmers. (M) Molecular weght marker 100 bp; (1) IBSBF 248 P ; (2) 65; (3) 75; (4) 158; (5) 1372; (6) 1373; (7) 1664; (8) 2840; (9) 2841 and (10) (a) Garça/SP (LA) Ouro Fno/MG (A) Guaxupé/MG (HA) Kenya (MA) Kenya (MA) Patrcíno/MG (A) Carmo de Mnas/MG (LA) Serra do Saltre/MG (A) Unaí/MG (LA) Vargnha/MG (MA) Andradas/MG (LA) Jaú/SP (A) Serra Negra/SP (LA) Prajú/SP (A) Altnópols/SP (MA) Crstas Paulsta/SP (MA) Serra Negra/SP (HA) Caconde/SP (MA) Campnas/SP (A) Franca/SP (HA) São João da Boa Vsta/SP (LA) São Sebastão da Grama/SP (LA) Águas da Prata/SP (A) Garça/SP (LA) Albertna/MG (LA) Dvnoânda/SP (HA) Bragança Paulsta/SP (MA) Kenya (MA) (b) Fgure 4. Genetc dversty of Pseudomonas syrngae pv. garcae strans. Dendrogram generated accordng to the fngerprnt of the strans usng REP1R/REP2I prmers, based on the UPGMA method, usng Jaccard smlarty coeffcent (SJ). 102

8 Genetc dversty of P. syrngae pv. garcae In the combned analyss, the strans were separated n two clusters (Fgure 5). Cluster I was only composed by the three strans from Kenya, wth approxmately 37% smlarty wth the other strans of ths study. Cluster II comprsed the remanng 25 strans, dvded n two subclusters, a and b, wth approxmately 50% smlarty wth each other. The subcluster a was composed by four strans from the State of São Paulo n the perod from 1958 to 1978 (IBSBF 65, IBSBF 75, IBSBF158 and IBSBF 248 P ). The subcluster b allocated 21 strans from the States of São Paulo and Mnas Geras and was subdvded n two subclusters, and, wth approxmately 57% smlarty between them. The subcluster was composed only by strans from the state of Mnas Geras and by those from São Paulo, wth excepton of IBSBF 3032 from Albertna/MG (Fgure 5). In the combned ERIC- and REP-PCR analyss, strans from Guaxupé/MG, Vargnha, MG, and Andradas, MG, obtaned from 1997 to 2009, grouped n the same subgroup (Fgure 5). These countes belong to the same coffee producton regon n Sul de Mnas, wth alttudes varyng from 865 to 881 m, Cfb and Cfa clmate, annual average temperature of 19,7 to 20,2 o C; and 1200 to 1500 mm average annual ranfall (Table 1). The strans from São João da Boa Vsta, São Sebastão da Grama, Águas da Prata, Garça, Bragança Paulsta, Dvnolânda, all from the State of São Paulo, as well as Albertna, from Mnas Geras, grouped n smlar subgroups n the REP-PCR, and n the combned ERICand REP-PCR dendrograms. These countes, wth the excepton of Garça (IBSBF 3015), are relatvely close to each other, have alttudes varyng from 764 to 1021 m, average temperature from 18,2 to 20,1 o C, and 1,493 to 1,590 mm annual average ranfall, as well as Cfa and Cfb clmate (Table 1). Strans from Crstas Paulsta, Franca and Altnópols, that are relatvely close to each other, as well as Serra Negra and Caconde, that are more dstant, grouped n the same sub-group n the combned ERIC- and REP- PCR dendrogram. These countes belong to the same coffee producng regon, Mogana, and show average temperature rangng from 18,1 to 20,1 o C, average annual ranfall of 1,479 to 1,557 mm, Cfb to Cfa clmate classfcaton (Clmate date org. 2016) (Table 1). In ths study, the strans dd not show varatons n the BOX-PCR (data not shown) but exhbted varablty n the ERIC- and REP-PCR patterns. Isolates from the same pathovar may have dentcal REP, BOX and ERIC fngerprnts or they may dffer n some bandng patterns (Louws et al. 1994). Çepn and Gürel (2012) found that ERIC-PCR could not dfferentate strans of P. savastano pv. savastano from strans of P. syrngae. pv. tomato and P. s. pv. phaseolcola, but the combnaton of BOX-PCR wth REP-PCR allowed the groupng of Garça/SP (LA) Jaú/SP (A) Prajú/SP (A) Campnas/SP (A) Ouro Fno/MG (A) Guaxupé/MG (HA) Vargnha/MG (MA) Andradas/MG (LA) Patrcíno/MG (A) Carmo de Mnas/MG (LA) Serra do Saltre/MG (A) Unaí/MG (LA) Crstas Paulsta/SP (MA) Serra Negra/SP (HA) Caconde/SP (MA) Altnópols/SP (MA) Franca/SP (HA) Serra Negra/SP (LA) São João da Boa Vsta/SP (LA) São Sebastão da Grama/SP (LA) Águas da Prata/SP (A) Garça/SP (LA) Bragança Paulsta/SP (MA) Albertna/MG (LA) Dvnoânda/SP (HA) Kenya (MA) Kenya (MA) Kenya (MA) (b) (a) Fgure 5. Genetc dversty of Pseudomonas syrngae pv. garcae strans. Dendrogram generated accordng to the fngerprnt of the strans usng the prmers ERIC-PCR and REP-PCR, based on the UPGMA method, usng Jaccard smlarty coeffcent (S J ). 103

9 K.W. Macel et al. strans of dfferent speces and hosts n dverse clusters. Gašć et al. (2012) demonstrated that ths technque was able to dfferentate strans of P. syrngae. pv. syrngae, P. syrngae. pv. morsprunorum and P. syrngae. pv. perscae from stone fruts wth rep-pcr. On the other hand, Vcente and Roberts (2007), whle studyng strans of P. syrngae. pv. syrngae from cherry trees and other hosts and P. syrngae. pv. morsprunorum solated from cherry trees, found that strans of P. syrngae. pv. syrngae could vary n ther rep-pcr patterns, and strans from dfferent hosts grouped together, but strans from P. syrngae. pv. morsprunorum were more aggressve and less varable. Kaluzna et al. (2010) found that BOX-PCR provded a better dfferentaton of the genetc dversty of P. syrngae. pv. syrngae strans and P. syrngae. pv. morsprunorum races 1 and 2 than ERIC-PCR. In ths study, strans from Kenya grouped separately from Brazlan strans n the ERIC- and REP-PCR analyss. The low genetc smlarty observed between these strans could be related to ther geographc orgn. Karu (1997), prevously related dfferences between strans solated from Brazl and Kenya, n relaton to aggressveness and bochemcal characterstcs such as UV fluorescent pgment and bacterocn producton. In a smlar pathosystem, Ferrante and Scortchn (2010) also observed that P. syrngae pv. actndae strans, the causal agent of an outbreak of bacteral canker on Actnda chnenss (yellow kwfrut) n central Italy, grouped separately by rep-pcr from strans obtaned n other countres. In ths study, the ERIC-PCR technque allows to cluster the strans of P. syrngae pv. garcae by perod of solaton, whle wth the REP-PCR technque the strans were grouped by geographcal orgn. Smlar results were observed for Xanthomonads of tomato by Louws et al The combnaton of ERIC wth REP-PCR showed the genetc relatedness of the Brazlan strans of P. syrngae. pv. garcae. Wth some exceptons, the strans obtaned after the year of 1997 could be grouped by geographc orgn. Ths may have occurred, probably, because nurseres dstrbute coffee seedlngs n the regons where they are produced, and the exchange of seedlngs between dfferent regons may occur, but s rather nfrequent. As nfected seedlngs are the man source of spread of bacteral halo blght to new coffee crops, the strans could evolve separately n each regon. Ths s a relevant nformaton found n ths study and mples that control measures amng to reduce the dsease n coffee seedlngs nurseres can mpact the spread and management of the dsease n new coffee crops. Although some of the strans were grouped by aggressveness classfcaton, such as, n the combned analyss (ERIC/REP-PCR), the Cluster II, subcluster a were allocated three strans (IBSBF 65, 75 and 158) as aggressve, and the three strans of Cluster I (IBSBF 249, 2883 and 3037) as moderately aggressve. Even though some strans were grouped, these results could not be correlated. A study wth a major number of strans mght gve a better correlaton of aggressveness and genetc dversty of P. syrngae pv. garcae. Smlar results were observed by Scortchn et al. (2001), whle studyng strans of Xanthomonas arborcola pv. juglands from Persan walnut. The authors observed that, although the genetc smlarty of those solates was hgh, the strans grouped n three dfferent clusters related to ther Italan or Greek geographc orgn. Gutérrez-Barranquero et al. (2013) also reported that the ERIC- and REP-PCR clustered separately P. syrngae pv. syrngae strans solated from mango from strans obtaned from other hosts, and also grouped them by ther geographc orgn. Snce 1997, the majorty of the P. syrngae pv. garcae strans (80.9%) was orgnated from regons near or above 800 m alttude, consdered hgh alttude regons n Brazl. In hgher alttude regons, the clmatc condtons are very sutable to the coffee crop and are favorable to produce beverage wth hgher qualty. However, n these areas, the mlder temperatures and frequent ncdence of wnds are also favorable for bacteral halo blght. Consderng that P. syrngae pv. garcae strans solated n the last years clustered by ther regon of orgn, recent outbreaks of the dsease could be related to nurseres dstrbutng nfected seedlngs n regons wth favorable clmatc condtons, but further studes are stll necessary to valdate ths hypothess. Concluson All the Pseudomonas syrngae pv. garcae strans were pathogenc to coffee seedlngs but 12, obtaned from 1977 to 2011, were more aggressve on Coffea arabca cv. Mundo novo. 104

10 Genetc dversty of P. syrngae pv. garcae In the combned analyss of ERIC- and REP-PCR, the Brazlan strans obtaned from 1958 to 1978 grouped separately from the remanng strans and the Kenyan strans grouped separately from the Brazlan strans. Strans solated from 1997 to 2011 clustered by ther regon of orgn n the combnaton of ERIC- and REP- PCR, and were predomnately from regons above 800 m. Acknowledgments The authors are grateful to the Natonal Councl for Scentfc and Technologcal Development (CNPq) and the Coordnaton for the Improvement of Hgher Educaton Personnel (CAPES) for fnancal supports; and Dr. B. C. Trasferett for the revson of the Englsh language. References Amaral, J. F., Texera, C. G. and Pnhero, E. D. (1956). O bactéro causador da mancha aureolada do cafeero. Arquvos do Insttuto Bológco, 23, Çepn, E. and Gürel, F. (2012).Varaton n extragenc repettve DNA sequences n Pseudomonas syrngae and potental use of modfed REP prmers n the dentfcaton of closely related solates. Genetcs and Molecular Bology, 35, dx.do.org/ /s Clmate Data Org. Dados clmátcos para as cdades mundas; [accessed 2016 February 22]. PT.clmate-data.org Companha Naconal de Abastecmento (2014). Avalação da Safra Agrícola Cafeera Tercera Estmatva - Janero/2015; [accessed 2016 January 15]. uploads/arquvos/15_01_14_11_57_33_boletm_cafe_janero_2015. pdf. Costa, A. S., Amaral, J. F., Vegas, A. P. Slva, D. M., Texera, C. G. and Pnhero, E. D. (1957). Bacteral halo blght of coffee n Brazl. Phytopathologsche Zetschrft, 28, Ferrante, P. and Scortchn, M. (2010). Molecular and phenotypc features of Pseudomonas syrngae pv. actndae solated durng recent epdemcs of bacteral canker on yellow kwfrut (Actnda chnenss) n central Italy. Plant Pathology, 59, Gašć, K., Prokć, A., Ivanovć, M., Kuzmanovć, N. and Obradovć, A. (2012). Dfferentaton of Pseudomonas syrngae pathovars orgnatng from stone fruts. Pestcdes and Phytomedcne, 27, Gutérrez-Barranquero, J. A., Carrón, V. J., Murllo, J., Arrebola, E., Arnold, D. L., Cazorla, F. M. and Vcente, A. (2013). A Pseudomonas syrngae dversty survey reveals a dfferentated phylotype of the pathovar syrngae assocated wth the mango host and mango toxn producton. Phytopathology 103, Kaluzna M., Ferrante P., Sobczewsk P. and Scortchn M. (2010). Characterzaton and genetc dversty of Pseudomonas syrngae from stone fruts and hazelnut usng repettve-pcr and MLST. Journal of Plant Pathology, 92, Karu, M.G. (1997). Bochemcal and pathogenc dfferences between Kenyan and Brazlan solates of Pseudomonas syrnge pv. garcae. Plant Pathology, 46, org/ /j d x. Kmura, O., Robbs, C. F. and Rbero, R. L. D. (1973). Estudos sobre o agente da mancha aureolada do cafeero (Pseudomonas garcae Amaral et al.). Arquvos da Unversdade Federal Rural do Ro de Janero, 3, Louws, F. J., Fulbrght, D. W., Stephens, C. T. and De Brujn, F. (1994). Specfc genomc fngerprnts of phytopathogenc Xanthomonas and Pseudomonas pathovars and strans generated wth repettve sequences and PCR. Appled and Envronmental Mcrobology, 60, Malavolta Junor, V. A., Beram, L. O. S., Almeda, I. M. G., Rodrgues Neto, J. and Robbs, C. F. (2008). Bactéras ftopatogêncas assnaladas no Brasl: uma atualzação. Summa Phytopathologca, 34, Mrk, M., Aysan, Y. and Sahn, F. (2011). Characterzaton of Pseudomonas cchor solated from dfferent hosts n Turkey. Internatonal Journal of Agrculture and Bology, 13, Moraes, S. A., Sugmor, M. H., Tomazello Flho, M. and Carvalho, P. C. T. (1975). Resstênca de cafeeros a Pseudomonas garcae. Summa Phytopathologca, 1,

11 K.W. Macel et al. Nataln, E., Ross, M. P., Baronov, D. and Scortchn, M. (2006). Genetc and pathogenc dversty of Pseudomonas syrngae pv. syrngae solates assocated wth bud necross and leaf spot of pear n a sngle orchard. Journal of Plant Pathology, 88, dx.do.org/ /jpp.v Pethybrdge, S. J. and Nelson, S. C. (2015). Leaf Doctor: A new portable applcaton for quantfyng plant dsease severty. Plant Dsease, 99, Rademaker, J. L. W., Hoste, B., Louws, F J., Kersters, K., Swngs, J., Vautern, L., Vautern, P. and Brujn, F. J. (2000). Comparson of AFLP and rep-pcr genomc fngerprntng wth DNA DNA homology studes: Xanthomonas as a model system. Internatonal Journal of Systematc and Evolutonary Mcrobology, 50, org/ /J x. Rodrgues, L.M.R., Almeda, I. M. G., Patríco, F. R. A., Beram, L. O. S., Macel, K. W., Braghn, M. T. and Guerrero Flho, O. (2013). Mancha aureolada do cafeero causada por Pseudomonas syrngae pv. garcae. Boletm Técnco IAC 212. (p. 24). Campnas: Insttuto Agronômco. Rohlf, F. J. (1992). NTSYS-PC Numercal Taxonomy and Multvarate Analyss Sstem Verson Stony Brook. New York: State Unversty of New York. Scortchn, M., Marches, U. and D Prospero, P. (2001). Genetc dversty of Xanthomonas arborcola pv. juglands (synonyms: X. campestrspv. juglands;x. juglands pv. juglands) strans from dfferent geographcal areas shown by repettve polymerase chan reacton genomc fngerprntng. Journal of Phytopathology, 149, org/ /j x. Vcente, J. G. and Roberts, S. J. (2007). Dscrmnaton of Pseudomonas syrngae solates from sweet and wld cherry usng rep-pcr. European Journal of Plant Pathology, 117, Zoccol, D. M., Takatsu, A. and Uesug, C. H. (2011). Ocorrênca de mancha aureolada em cafeeros na Regão do Trângulo Mnero e Alto Paranaíba. Braganta, 70, org/ /s

THE IMPORTANCE OF ARM-SWING DURING FORWARD DIVE AND REVERSE DIVE ON SPRINGBOARD

THE IMPORTANCE OF ARM-SWING DURING FORWARD DIVE AND REVERSE DIVE ON SPRINGBOARD THE MPORTANCE OF ARM-SWNG DURNG FORWARD DVE AND REVERSE DVE ON SPRNGBOARD Ken Yokoyama Laboratory of Bomechancs Faculty ofeducaton Kanazawa Unversty Kanazawa, Japan J unjro Nagano Department of Physcal

More information

Production of Natural Penicillins by Strains of Penicillium chrysogenutn

Production of Natural Penicillins by Strains of Penicillium chrysogenutn Producton of Natural Pencllns by Strans of Pencllum chrysogenutn a J. FUSK and ЬЕ. WELWRDOVÁ ^Department of Mcrobology and Bochemstry, Slovak Techncal Unversty, Bratslava b Botka, Slovenská Ľupča Receved

More information

Instructions for Contributors to the International Journal of Microwave and Wireless Technologies

Instructions for Contributors to the International Journal of Microwave and Wireless Technologies Instructons for Contrbutors to the Internatonal Journal of Mcrowave and Wreless Technologes Frst A. Author 1, Second Author 1,2, Thrd Author 2 1 Cambrdge Unversty Press, Ednburgh Buldng, Shaftesbury Road,

More information

System of Automatic Chinese Webpage Summarization Based on The Random Walk Algorithm of Dynamic Programming

System of Automatic Chinese Webpage Summarization Based on The Random Walk Algorithm of Dynamic Programming Send Orders for Reprnts to reprnts@benthamscence.ae The Open Cybernetcs & Systemcs Journal, 205, 9, 35-322 35 Open Access System of Automatc Chnese Webpage Summarzaton Based on The Random Walk Algorthm

More information

A Comparative Analysis of Disk Scheduling Policies

A Comparative Analysis of Disk Scheduling Policies A Comparatve Analyss of Dsk Schedulng Polces Toby J. Teorey and Tad B. Pnkerton Unversty of Wsconsn* Fve well-known schedulng polces for movable head dsks are compared usng the performance crtera of expected

More information

Following a musical performance from a partially specified score.

Following a musical performance from a partially specified score. Followng a muscal performance from a partally specfed score. Bryan Pardo and Wllam P. Brmngham Artfcal Intellgence Laboratory Electrcal Engneerng and Computer Scence Dept. and School of Musc The Unversty

More information

Statistics AGAIN? Descriptives

Statistics AGAIN? Descriptives Cal State Northrdge Ψ427 Andrew Answorth PhD Statstcs AGAIN? What do we want to do wth statstcs? Organze and Descrbe patterns n data Takng ncomprehensble data and convertng t to: Tables that summarze the

More information

A STUDY OF TRUMPET ENVELOPES

A STUDY OF TRUMPET ENVELOPES A STUDY OF TRUMPET ENVELOPES Roger B. Dannenberg, Hank Pellern, and Istvan Dereny School of Computer Scence, Carnege Mellon Unversty Pttsburgh, PA 15213 USA rbd@cs.cmu.edu, hank.pellern@andrew.cmu.edu,

More information

AMP-LATCH* Ultra Novo mm [.025 in.] Ribbon Cable 02 MAR 12 Rev C

AMP-LATCH* Ultra Novo mm [.025 in.] Ribbon Cable 02 MAR 12 Rev C AMP-LATCH* Ultra Novo Applcaton Specfcaton Receptacle Connectors for 114-40056 0.64 mm [.025 n.] Rbbon Cable 02 MAR 12 All numercal values are n metrc unts [wth U.S. customary unts n brackets]. Dmensons

More information

Technical Information

Technical Information CHEMCUT Techncal Informaton CORPORATION Introducton The Chemcut CC8000 etcher has many new features desgned to reduce the cost of manufacturng and, just as mportantly, the cost of ownershp. Keepng the

More information

MODELING AND ANALYZING THE VOCAL TRACT UNDER NORMAL AND STRESSFUL TALKING CONDITIONS

MODELING AND ANALYZING THE VOCAL TRACT UNDER NORMAL AND STRESSFUL TALKING CONDITIONS MODELING AND ANALYZING THE VOCAL TRACT UNDER NORMAL AND STRESSFUL TALING CONDITIONS Ismal Shahn and Naeh Botros 2 Electrcal/Electroncs and Comuter Engneerng Deartment Unversty of Sharjah, P. O. Box 27272,

More information

Error Concealment Aware Rate Shaping for Wireless Video Transport 1

Error Concealment Aware Rate Shaping for Wireless Video Transport 1 Error Concealment Aware Rate Shapng for Wreless Vdeo Transport 1 Trsta Pe-chun Chen and Tsuhan Chen 2 Abstract Streamng of vdeo, whch s both source- and channel- coded, over wreless networks faces the

More information

The UCD community has made this article openly available. Please share how this access benefits you. Your story matters!

The UCD community has made this article openly available. Please share how this access benefits you. Your story matters! Provded by the author(s) and Unversty College Dubln Lbrary n accordance wth publsher polces., Please cte the publshed verson when avalable. tle Dynamc Complexty Scalng for Real-me H.264/AVC Vdeo Encodng

More information

Decision Support by Interval SMART/SWING Incorporating. Imprecision into SMART and SWING Methods

Decision Support by Interval SMART/SWING Incorporating. Imprecision into SMART and SWING Methods Decson Support by Interval SMART/SWING Incorporatng Imprecson nto SMART and SWING Methods Abstract: Interval judgments are a way of handlng preferental and nformatonal mprecson n multcrtera decson analyss.

More information

Detecting Errors in Blood-Gas Measurement by Analysiswith Two Instruments

Detecting Errors in Blood-Gas Measurement by Analysiswith Two Instruments CLIN. CHEM. 33/4, 512-517 (1987) Detectng Errors n Blood-Gas Measurement by Analysswth Two Instruments LouIs F. Metzger, Wllam B. Stauffer, Ann V. Kruplnskl, Rchard P. MIIlman,3 George S. Cembrowskl,2

More information

Environmental Reviews. Cause-effect analysis for sustainable development policy

Environmental Reviews. Cause-effect analysis for sustainable development policy Envronmental Revews Cause-effect analyss for sustanable development polcy Journal: Envronmental Revews Manuscrpt ID er-2016-0109.r2 Manuscrpt Type: Revew Date Submtted by the Author: 24-Feb-2017 Complete

More information

SONG STRUCTURE IDENTIFICATION OF JAVANESE GAMELAN MUSIC BASED ON ANALYSIS OF PERIODICITY DISTRIBUTION

SONG STRUCTURE IDENTIFICATION OF JAVANESE GAMELAN MUSIC BASED ON ANALYSIS OF PERIODICITY DISTRIBUTION SOG STRUCTURE IDETIFICATIO OF JAVAESE GAMELA MUSIC BASED O AALYSIS OF PERIODICITY DISTRIBUTIO D. P. WULADARI, Y. K. SUPRAPTO, 3 M. H. PUROMO,,3 Insttut Teknolog Sepuluh opember, Department of Electrcal

More information

Hybrid Transcoding for QoS Adaptive Video-on-Demand Services

Hybrid Transcoding for QoS Adaptive Video-on-Demand Services 732 IEEE Transactons on Consumer Electroncs, Vol. 50, No. 2, MAY 2004 Hybrd Transcodng for QoS Adaptve Vdeo-on-Demand Servces Ilhoon Shn and Kern Koh Abstract Transcodng s a core technque that s used n

More information

Failure Rate Analysis of Power Circuit Breaker in High Voltage Substation

Failure Rate Analysis of Power Circuit Breaker in High Voltage Substation T. Suwanasr, M. T. Hlang and C. Suwanasr / GMSAR Internatonal Journal 8 (2014) 1-6 Falure Rate Analyss of Power Crcut Breaker n Hgh Voltage Substaton Thanapong Suwanasr, May Thandar Hlang and Cattareeya

More information

Accepted Manuscript. An improved artificial bee colony algorithm for flexible job-shop scheduling problem with fuzzy processing time

Accepted Manuscript. An improved artificial bee colony algorithm for flexible job-shop scheduling problem with fuzzy processing time Accepted Manuscrpt An mproved artfcal bee colony algorthm for flexble ob-shop schedulng problem wth fuzzy processng tme Ka Zhou Gao, Ponnuthura Nagaratnam Suganthan, Quan Ke Pan, Tay Jn Chua, Chn Soon

More information

Optimized PMU placement by combining topological approach and system dynamics aspects

Optimized PMU placement by combining topological approach and system dynamics aspects Optmzed PU placement by combnng topologcal approach and system dynamcs aspects Jonas Prommetta, Jakob Schndler, Johann Jaeger Insttute of Electrcal Energy Systems Fredrch-Alexander-Unversty Erlangen-Nuremberg

More information

LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION

LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION LOW-COMPLEXITY VIDEO ENCODER FOR SMART EYES BASED ON UNDERDETERMINED BLIND SIGNAL SEPARATION Jng Lu, Fe Qao *, Zhjan Ou and Huazhong Yang Department of Electronc Engneerng, Tsnghua Unversty ABSTRACT Ths

More information

Small Area Co-Modeling of Point Estimates and Their Variances for Domains in the Current Employment Statistics Survey

Small Area Co-Modeling of Point Estimates and Their Variances for Domains in the Current Employment Statistics Survey Small Area Co-Modelng of Pont Estmates and Ther Varances for Domans n the Current Employment Statstcs Survey Jule Gershunskaya, Terrance D. Savtsky U.S. Bureau of Labor Statstcs FCSM, March 2018 Dsclamer:

More information

Simple VBR Harmonic Broadcasting (SVHB)

Simple VBR Harmonic Broadcasting (SVHB) mple VBR Harmonc Broadcastng (VHB) Hsang-Fu Yu ab, Hung-hang Yang a, Y-Mng hen c, -Mng Tseng a, and hen-y Kuo a a Dep. of omputer cence & Informaton Engneerng, atonal entral Unversty, Tawan b omputer enter,

More information

AN INTERACTIVE APPROACH FOR MULTI-CRITERIA SORTING PROBLEMS

AN INTERACTIVE APPROACH FOR MULTI-CRITERIA SORTING PROBLEMS AN INTERACTIVE APPROACH FOR MULTI-CRITERIA SORTING PROBLEMS A THESIS SUBMITTED TO THE GRADUATE SCHOOL OF NATURAL AND APPLIED SCIENCES OF MIDDLE EAST TECHNICAL UNIVERSITY BY BURAK KESER IN PARTIAL FULFILLMENT

More information

Craig Webre, Sheriff Personnel Division/Law Enforcement Complex 1300 Lynn Street Thibodaux, Louisiana 70301

Craig Webre, Sheriff Personnel Division/Law Enforcement Complex 1300 Lynn Street Thibodaux, Louisiana 70301 DATE OF APPLCATON: Craig Webre, Sheriff Personnel Division/Law Enforcement Complex 1300 Lynn Street Thibodaux, Louisiana 70301 N GENERAL EMAL ADDRESS: For Local Calls - (985) 532-4380 (985) 446-2255 (985)

More information

QUICK START GUIDE v0.98

QUICK START GUIDE v0.98 QUICK START GUIDE v0.98 QUICK HELP Q A 1 STEP BY STEP 3 GLOSSARY 2 A B C 1 INSTALLATION 1. Make sure that the hardware nstallaton s performed by a certfed vendor 2. Install OTOTRAK app from Apple s App

More information

Modular Plug Connectors (Standard and Small Conductor)

Modular Plug Connectors (Standard and Small Conductor) Modular Plug Connectors (Standard and Small Conductor) Applcaton Specfcaton 114-6016 04 APR 11 All numercal values are n metrc unts [wth U.S. customary unts n brackets]. Dmensons are n mllmeters [and nches].

More information

Study on the location of building evacuation indicators based on eye tracking

Study on the location of building evacuation indicators based on eye tracking Study on the locaton of buldng evacuaton ndcators based on eye trackng Yue L Tsnghua Unversty yue-l5@malstsnghuaeducn Png hang Tsnghua Unversty zhangp@malstsnghuaeducn Hu hang Tsnghua Unversty, zhhu@tsnghuaeducn

More information

CASH TRANSFER PROGRAMS WITH INCOME MULTIPLIERS: PROCAMPO IN MEXICO

CASH TRANSFER PROGRAMS WITH INCOME MULTIPLIERS: PROCAMPO IN MEXICO FCND DP No. 99 FCND DISCUSSION PAPER NO. 99 CASH TRANSFER PROGRAMS WITH INCOME MULTIPLIERS: PROCAMPO IN MEXICO Elsabeth Sadoulet, Alan de Janvry, and Benjamn Davs Food Consumpton and Nutrton Dvson Internatonal

More information

tj tj D... '4,... ::=~--lj c;;j _ ASPA: Automatic speech-pause analyzer* t> ,. "",. : : :::: :1'NTmAC' I

tj tj D... '4,... ::=~--lj c;;j _ ASPA: Automatic speech-pause analyzer* t> ,. ,. : : :::: :1'NTmAC' I ASPA: Automatc speech-pause analyzer* D. GERVERt and G. DNELEY Unversty of Durham, Durham, England ASPA: The Programs Snce the actual detals of nterface samplng, dsk storage routnes, etc., wll depend upon

More information

Analysis of Subscription Demand for Pay-TV

Analysis of Subscription Demand for Pay-TV Analyss of Subscrpton Demand for Pay-TV Manabu Shshkura Researcher Insttute for Informaton and Communcatons Polcy 2-1-2 Kasumgasek, Chyoda-ku Tokyo 110-8926 Japan m-shshkura@soumu.go.jp Tel: 03-5253-5496

More information

Correcting Image Placement Errors Using Registration Control (RegC ) Technology In The Photomask Periphery

Correcting Image Placement Errors Using Registration Control (RegC ) Technology In The Photomask Periphery Correctng Image Placement Errors Usng Regstraton Control (RegC ) Technology In The Photomask Perphery Av Cohen 1, Falk Lange 2 Guy Ben-Zv 1, Erez Gratzer 1, Dmtrev Vladmr 1 1. Carl Zess SMS Ltd., Karmel

More information

Simon Sheu Computer Science National Tsing Hua Universtity Taiwan, ROC

Simon Sheu Computer Science National Tsing Hua Universtity Taiwan, ROC Mounr A. Tantaou School of Electrcal Engneerng and Computer Scence Unversty of Central Florda Orlando, FL 3286-407-823-393 tantaou@cs.ucf.edu Interacton wth Broadcast Vdeo Ken A. Hua School of Electrcal

More information

Automated composer recognition for multi-voice piano compositions using rhythmic features, n-grams and modified cortical algorithms

Automated composer recognition for multi-voice piano compositions using rhythmic features, n-grams and modified cortical algorithms Complex Intell. Syst. (2018) 4:55 65 https://do.org/10.1007/s40747-017-0052-x ORIGINAL ARTICLE Automated composer recognton for mult-voce pano compostons usng rhythmc features, n-grams and modfed cortcal

More information

Quantization of Three-Bit Logic for LDPC Decoding

Quantization of Three-Bit Logic for LDPC Decoding Proceedngs of the World Congress on Engneerng and Computer Scence 2011 Vol II, October 19-21, 2011, San Francsco, USA Quantzaton of Three-Bt Logc for LDPC Decodng Raymond Moberly and Mchael E. O'Sullvan

More information

Integration of Internet of Thing Technology in Digital Energy Network with Dispersed Generation

Integration of Internet of Thing Technology in Digital Energy Network with Dispersed Generation Amercan Scentfc Research Journal for Engneerng, Technology, and Scences (ASRJETS) ISS (Prnt) 2313-4410, ISS (Onlne) 2313-4402 Global Socety of Scentfc Research and Researchers http://asrjetsjournal.org/

More information

A Scalable HDD Video Recording Solution Using A Real-time File System

A Scalable HDD Video Recording Solution Using A Real-time File System H. L et al.: A Scalable HDD Vdeo Recordng Soluton Usng A Real-tme Fle System A Scalable HDD Vdeo Recordng Soluton Usng A Real-tme Fle System Hong L, Stephen R. Cumpson Member, IEEE, Robert Jochemsen, Jan

More information

AIAA Optimal Sampling Techniques for Zone- Based Probabilistic Fatigue Life Prediction

AIAA Optimal Sampling Techniques for Zone- Based Probabilistic Fatigue Life Prediction AIAA 2002-383 Optmal Samplng Technques or Zone- Based Probablstc Fatgue Le Predcton M. P. Enrght Southwest Research Insttute San Antono, TX H. R. Mllwater Unversty o Texas at San Antono San Antono, TX

More information

Why Take Notes? Use the Whiteboard Capture System

Why Take Notes? Use the Whiteboard Capture System Why Take Notes? Use the Whteboard Capture System L-we He Zhengyou Zhang and Zcheng Lu September, 2002 Techncal Report MSR-TR-2002-89 Mcrosoft Research Mcrosoft Corporaton One Mcrosoft Way Redmond, WA 98052

More information

Anchor Box Optimization for Object Detection

Anchor Box Optimization for Object Detection Anchor Box Optmzaton for Object Detecton Yuany Zhong 1, Janfeng Wang 2, Jan Peng 1, and Le Zhang 2 1 Unversty of Illnos at Urbana-Champagn 2 Mcrosoft Research 1 {yuanyz2, janpeng}@llnos.edu, 2 {janfw,

More information

RIAM Local Centre Woodwind, Brass & Percussion Syllabus

RIAM Local Centre Woodwind, Brass & Percussion Syllabus 8 RIAM Local Centre Woodwnd, Brass & Percusson Syllabus 2015-2018 AURAL REQUIREMENTS AND THEORETICAL QUESTIONS REVISED FOR ALL PRACTICAL SUBJECTS AURAL TESTS From Elementary to Grade V ths area s worth

More information

Novel Quantization Strategies for Linear Prediction with Guarantees

Novel Quantization Strategies for Linear Prediction with Guarantees Smon S. Du* Ychong Xu* Yuan L Hongyang Zhang Aart Sngh Pulkt Grover Carnege Mellon Unversty, Pttsburgh, PA 15213, USA *: Contrbute equally. SSDU@CS.CMU.EDU YICHONGX@CS.CMU.EDU LIYUANCHRISTY@GMAIL.COM HONGYANZ@CS.CMU.EDU

More information

S Micro--Strip Tool in. S Combination Strip Tool ( ) S Cable Holder Assembly (Used only

S Micro--Strip Tool in. S Combination Strip Tool ( ) S Cable Holder Assembly (Used only Instructon Sheet LghtCrmp* Plus LC 408-10103 (for Jacketed Cable) Connectors 18 AUG 09 Rear Protectve Cap Termnaton CoverG Boot Connector Assembly Crmp Eyelet Duplex Clp G Connector kt s shpped wth these

More information

Modeling Form for On-line Following of Musical Performances

Modeling Form for On-line Following of Musical Performances Modelng Form for On-lne Followng of Muscal Performances Bryan Pardo 1 and Wllam Brmngham 2 1 Computer Scence Department, Northwestern Unversty, 1890 Maple Ave, Evanston, IL 60201 2 Department of Math and

More information

Academic Standards and Calendar Committee Report # : Proposed Academic Calendars , and

Academic Standards and Calendar Committee Report # : Proposed Academic Calendars , and Unversty of Rhode sland DgtalCommons@UR Blls 2004 Academc Standards and Calendar Commttee Report #2003041: Proposed Academc Calendars 200708, 200809 and 200910 Unversty of Rhode sland Follow ths and addtonal

More information

Lost on the Web: Does Web Distribution Stimulate or Depress Television Viewing?

Lost on the Web: Does Web Distribution Stimulate or Depress Television Viewing? Lost on the Web: Does Web Dstrbuton Stmulate or Depress Televson Vewng? Joel Waldfogel The Wharton School Unversty of Pennsylvana August 10, 2007 Prelmnary comments welcome Abstract In the past few years,

More information

Product Information. Manual change system HWS

Product Information. Manual change system HWS Product Informaton HWS HWS Flexble. Compact. Productve. HWS manual change system Manual tool change system wth ntegrated ar feed-through and optonal electrc feed-through Feld of applcaton Excellently sutable

More information

3 Part differentiation, 20 parameters, 3 histograms Up to patient results (including histograms) can be stored

3 Part differentiation, 20 parameters, 3 histograms Up to patient results (including histograms) can be stored st Techncal Specfcatons Desgned n France Wth a rch past and a professonal experence bult-up over 35 years, SFRI s a French nvatve company commtted to developng preon In Vtro Dst solutons. SFRI has bult

More information

Sealed Circular LC Connector System Plug

Sealed Circular LC Connector System Plug Sealed Crcular LC Connector System Plug Instructon Sheet Kt 1828618- [ ], Receptacle Kt 1828619- [ ], 408-10079 and EMI Receptacle Kt 1985193- [ ] 07 APR 11 Plug Kt 1828618 -[ ] Cable Fttng Receptacle

More information

Numerical Taxonomy of Rhizobium Strains from Legumes of the Temperate Zone

Numerical Taxonomy of Rhizobium Strains from Legumes of the Temperate Zone NTRNATONAL JOURNAL OF SYSTMATC BACTROLOGY, Oct., p. //$. Copyrght, nternatonal Unon of Mcrobologcal Socetes Vol., No. Numercal Taxonomy of Rhzobum Strans from Legumes of the Temperate Zone NATAL. NOVKOVA,"

More information

Reduce Distillation Column Cost by Hybrid Particle Swarm and Ant

Reduce Distillation Column Cost by Hybrid Particle Swarm and Ant From the SelectedWorks of Dr. Sandp Kumar Lahr Summer July 20, 2016 Reduce Dstllaton Column Cost by Hybrd Partcle Swarm and Ant Dr. Sandp k lahr chnmaya lenka Avalable at: https://works.bepress.com/sandp_lahr/33/

More information

Simple Solution for Designing the Piecewise Linear Scalar Companding Quantizer for Gaussian Source

Simple Solution for Designing the Piecewise Linear Scalar Companding Quantizer for Gaussian Source 94 J. NIKOIĆ, Z. PERIĆ,. VEIMIROVIĆ, SIMPE SOUTION FOR DESIGNING THE PIECEWISE INEAR SCAAR Smle Soluton for Desgnng the Pecewse near Scalar Comandng Quantzer for Gaussan Source Jelena NIKOIĆ, Zoran PERIĆ,

More information

Product Information. Manual change system HWS

Product Information. Manual change system HWS Product Informaton HWS HWS Flexble. Compact. Productve. HWS manual change system Manual tool change system wth ntegrated ar feed-through and optonal electrc feed-through Feld of applcaton Excellently sutable

More information

Color Monitor. L200p. English. User s Guide

Color Monitor. L200p. English. User s Guide Color Montor L200p User s Gude Englsh Frst Edton (February / 2003) Note : For mportant nformaton, refer to the Montor Safety and Warranty manual that comes wth ths montor. Contents ENGLISH Safety (Read

More information

User s manual. Digital control relay SVA

User s manual. Digital control relay SVA User s manual Dgtal control relay DISIBEINT ELECTRONIC S.L, has been present n the feld of the manufacture of components for the ndustral automaton for more than years, and mantans n constant evoluton

More information

Improving Reliability and Energy Efficiency of Disk Systems via Utilization Control

Improving Reliability and Energy Efficiency of Disk Systems via Utilization Control Ths paper appeared n the Proceedngs of the 2th IEEE Symposum on Computers and Communcatons (ISCC'08, Marrakech, Morocco, July 2008. Improvng Relablty and Energy Effcency of Dsk Systems va Utlzaton Control

More information

current activity shows on the top right corner in green. The steps appear in yellow

current activity shows on the top right corner in green. The steps appear in yellow Browzwear Tutorals Tutoral ntroducton Ths tutoral leads you through the best practces of color ways operatons usng an llustrated step by step approach. Each slde shows the actual applcaton at the stage

More information

Social Interactions and Stigmatized Behavior: Donating Blood Plasma in Rural China

Social Interactions and Stigmatized Behavior: Donating Blood Plasma in Rural China Socal Interactons and Stgmatzed Behavor: Donatng Blood Plasma n Rural Chna X Chen Yale Unversty and IZA Davd E. Sahn Cornell Unversty and IZA Xaobo Zhang Pekng Unversty and IFPRI March 2018 Abstract Despte

More information

A Quantization-Friendly Separable Convolution for MobileNets

A Quantization-Friendly Separable Convolution for MobileNets arxv:1803.08607v1 [cs.cv] 22 Mar 2018 A Quantzaton-Frendly Separable for MobleNets Abstract Tao Sheng tsheng@qt.qualcomm.com Xaopeng Zhang parker.zhang@gmal.com As deep learnng (DL) s beng rapdly pushed

More information

Product Information. Miniature rotary unit ERD

Product Information. Miniature rotary unit ERD Product Informaton ERD ERD Fast. Compact. Flexble. ERD torque motor Powerful torque motor wth absolute encoder and electrc and pneumatc rotary feed-through Feld of applcaton For all applcatons wth exceptonal

More information

Scalable QoS-Aware Disk-Scheduling

Scalable QoS-Aware Disk-Scheduling Scalable QoS-Aware Dsk-Schedulng Wald G. Aref Khaled El-Bassyoun Ibrahm Kamel Mohamed F. Mokbel Department of Computer Scences, urdue Unversty, West Lafayette, IN 47907-1398 anasonc Informaton and Networkng

More information

T541 Flat Panel Monitor User Guide ENGLISH

T541 Flat Panel Monitor User Guide ENGLISH T541 Flat Panel Montor User Gude ENGLISH Frst Edton (June / 2002) Note : For mportant nformaton, refer to the Montor Safety and Warranty manual that comes wth ths montor. Ths publcaton could contan techncal

More information

TRADE-OFF ANALYSIS TOOL FOR INTERACTIVE NONLINEAR MULTIOBJECTIVE OPTIMIZATION Petri Eskelinen 1, Kaisa Miettinen 2

TRADE-OFF ANALYSIS TOOL FOR INTERACTIVE NONLINEAR MULTIOBJECTIVE OPTIMIZATION Petri Eskelinen 1, Kaisa Miettinen 2 Internatonal Conference 20th EURO Mn Conference Contnuous Optmaton and Knowledge-Based Technologes (EurOPT-2008) May 20 23, 2008, Nernga, LITHUANIA ISBN 978-9955-28-283-9 L. Saalausas, G.W. Weber and E.

More information

INSTRUCTION MANUAL FOR THE INSTALLATION, USE AND MAINTENANCE OF THE REGULATOR GENIUS POWER COMBI

INSTRUCTION MANUAL FOR THE INSTALLATION, USE AND MAINTENANCE OF THE REGULATOR GENIUS POWER COMBI NSTRUCTON MANUAL FOR THE NSTALLATON, USE AND MANTENANCE OF THE REGULATOR GENUS POWER COMB (TRANSLATON OF THE ORGNAL NSTRUCTON MANUAL N TALAN) PRELMNARY VERSON WARRANTY The devce s guaranteed 24 months

More information

Critical Path Reduction of Distributed Arithmetic Based FIR Filter

Critical Path Reduction of Distributed Arithmetic Based FIR Filter Crtcal Path Reducton of strbuted rthmetc Based FIR Flter Sunta Badave epartment of Electrcal and Electroncs Engneerng.I.T, urangabad aharashtra, Inda njal Bhalchandra epartment of Electroncs and Telecommuncaton

More information

Lecture 24: Bioinformatics

Lecture 24: Bioinformatics Lecture 24: Bioinformatics CS442: Great Insights in Computer Science Michael L. Littman, Spring 2006 What is Bioinformatics? Bioinformatics or computational biology involves the use of techniques from

More information

Expressive Musical Timing

Expressive Musical Timing Axel Berndt, Tlo Hähnel Department of Smulaton and Graphcs Otto-von-Guercke Unversty of Magdeburg {aberndt tlo}@sg.cs.un-magdeburg.de Abstract. Tmng s crucal for the qualty of expressve musc performances.

More information

Cost-Aware Fronthaul Rate Allocation to Maximize Benefit of Multi-User Reception in C-RAN

Cost-Aware Fronthaul Rate Allocation to Maximize Benefit of Multi-User Reception in C-RAN Cost-Aware Fronthaul Rate Allocaton to Maxmze Beneft of Mult-User Recepton n C-RAN Dora Bovz, Chung Shue Chen, Sheng Yang To cte ths verson: Dora Bovz, Chung Shue Chen, Sheng Yang. Cost-Aware Fronthaul

More information

FPGA Implementation of Cellular Automata Based Stream Cipher: YUGAM-128

FPGA Implementation of Cellular Automata Based Stream Cipher: YUGAM-128 ISSN (Prnt) : 2320 3765 ISSN (Onlne): 2278 8875 Internatonal Journal of Advanced Research n Electrcal, Electroncs and Instrumentaton Engneerng An ISO 3297: 2007 Certfed Organzaton Vol. 3, Specal Issue

More information

Discussion Paper Series

Discussion Paper Series Doshsha Unversty Center for the Study of the Creatve Economy Dscusson Paper Seres No. 2013-04 Nonlnear Effects of Superstar Collaboraton: Why the Beatles Succeeded but Broke Up Tadash Yag Dscusson Paper

More information

SKEW DETECTION AND COMPENSATION FOR INTERNET AUDIO APPLICATIONS. Orion Hodson, Colin Perkins, and Vicky Hardman

SKEW DETECTION AND COMPENSATION FOR INTERNET AUDIO APPLICATIONS. Orion Hodson, Colin Perkins, and Vicky Hardman SKEW DETECTION AND COMPENSATION FOR INTERNET AUDIO APPLICATIONS Oron Hodson, Coln Perkns, and Vcky Hardman Department of Computer Scence Unversty College London Gower Street, London, WC1E 6BT, UK. ABSTRACT

More information

Bachelor s Degree Programme (BDP)

Bachelor s Degree Programme (BDP) EEG-01/ BEGE-101 Bachelor s Degree Programme (BDP) ASSIGNMENT (for July 2018 and January 2019 Sessons) EEG-01/BEGE-101 ELECTIVE COURSE IN ENGLISH School of Humantes Indra Gandh Natonal Open Unersty Madan

More information

in Partial For the Degree of

in Partial For the Degree of 37q h8( sta. co AN ANALYSS OF ROBERT NATHANEL DETT'S N THE BOTTOMS THESS Presented to the Graduate ouncl of the North Texas State Unversty n Partal Fulfllment of the Requrements For the Degree of MASTER

More information

PLANT-TO-SEED TRANSMISSION OF CURTOBACTERIUM FLACCUMFACIENS pv. FLACCUMACIENS IN A DRY BEAN CULTIVAR

PLANT-TO-SEED TRANSMISSION OF CURTOBACTERIUM FLACCUMFACIENS pv. FLACCUMACIENS IN A DRY BEAN CULTIVAR Journal of Plant Pathology (2009), 91 (3), 549-554 Edizioni ETS Pisa, 2009 549 PLANT-TO-SEED TRANSMISSION OF CURTOBACTERIUM FLACCUMFACIENS pv. FLACCUMACIENS IN A DRY BEAN CULTIVAR R.C. Camara, S.C. Vigo

More information

Conettix D6600/D6100IPv6 Communications Receiver/Gateway Quick Start

Conettix D6600/D6100IPv6 Communications Receiver/Gateway Quick Start Conettx / Communcatons Recever/Gateway Quck Start.0 Parts Lst able : Conettx System Components Qty. Descrpton Conettx Communcatons Recever/Gateway AC power cord Battery cable P660 I/O cable P660 Rack mount

More information

arxiv: v1 [cs.cl] 12 Sep 2018

arxiv: v1 [cs.cl] 12 Sep 2018 Powered by TCPDF (www.tcpdf.org) Neural Melody Composton from Lyrcs Hangbo Bao, Shaohan Huang 2, Furu We 2, Le Cu 2, Yu Wu 3, Chuanq Tan 3, Songhao Pao, Mng Zhou 2 School of Computer Scence, Harbn Insttute

More information

Sexual dimorphism in limb bones of Late Pleistocene cave bear. (Austria and ltaly)

Sexual dimorphism in limb bones of Late Pleistocene cave bear. (Austria and ltaly) Bollettno della Socetà Paleontologca Italana 37 (1), 199 ISSN 0375-733 99-11 Modena, Luglo 199 Sexual dmorphsm n lmb bones of Late Plestocene cave bear ( Ursus spelaeus, Carnvora, Mammala) from three caves

More information

Product Bulletin 40C 40C-10R 40C-20R 40C-114R. Product Description For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Printing 3-mil vinyl films

Product Bulletin 40C 40C-10R 40C-20R 40C-114R. Product Description For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Printing 3-mil vinyl films Product Bulletn 40C Revson D, Effectve February 2016 (Replaces C, Apr. 15) 40C-10R 40C-20R 40C-114R Product Descrpton For Solvent, Eco-Solvent, UV and Latex Inkjet and Screen Prntng 3-ml vnyl flms Quck

More information

The Traffic Image Is Dehazed Based on the Multi Scale Retinex Algorithm and Implementation in FPGA Cui Zhe1, a, Chao Li2, b *, Jiaqi Meng3, c

The Traffic Image Is Dehazed Based on the Multi Scale Retinex Algorithm and Implementation in FPGA Cui Zhe1, a, Chao Li2, b *, Jiaqi Meng3, c 3rd Internatonal Conference on Mechatroncs and Industral Informatcs (ICMII 2015) The Traffc Image Is Dehazed Based on the Mult Scale Retnex Algorthm and Implementaton n FPGA Cu Zhe1, a, Chao L2, b *, Jaq

More information

Fast Intra-Prediction Mode Decision in H.264/AVC Based on Macroblock Properties

Fast Intra-Prediction Mode Decision in H.264/AVC Based on Macroblock Properties Fast Intra-Predcton Mode Decson n H.264/AVC Based on Macroblock Propertes Abstract Intra-predcton s a wdely used tecnque n ntra codng. H.264/AVC adopts rate-dstorton optmzaton (RDO) tecnque to obtan te

More information

Product Information. Universal swivel units SRU-plus

Product Information. Universal swivel units SRU-plus Product Informaton Unversal swvel unts SRU-plus SRU-plus Unversal swvel unts Robust. Fast. Hgh Performance. SRU-plus unversal rotary actuator Unversal unt for pneumatc swvel and turnng movements. Feld

More information

Clock Synchronization in Satellite, Terrestrial and IP Set-top Box for Digital Television

Clock Synchronization in Satellite, Terrestrial and IP Set-top Box for Digital Television Clock Synchronzaton n Satellte, Terrestral and IP Set-top Box for Dgtal Televson THESIS Submtted n partal fulflment of the requrements for the degree of DOCTOR OF PHILOSOPHY by MONIKA JAIN Under the Supervson

More information

Multi-Line Acquisition With Minimum Variance Beamforming in Medical Ultrasound Imaging

Multi-Line Acquisition With Minimum Variance Beamforming in Medical Ultrasound Imaging IEEE Transactons on Ultrasoncs, Ferroelectrcs, and Frequency Control, vol. 60, no. 12, Decemer 2013 2521 Mult-Lne Acquston Wth Mnmum Varance Beamformng n Medcal Ultrasound Imagng Ad Ranovch, Zv Fredman,

More information

Loewe bild 7.65 OLED. Set-up options. Loewe bild 7 cover Incl. Back cover. Loewe bild 7 cover kit Incl. Back cover and Speaker cover

Loewe bild 7.65 OLED. Set-up options. Loewe bild 7 cover Incl. Back cover. Loewe bild 7 cover kit Incl. Back cover and Speaker cover Product nformaton Loewe bld 7.65 Page of March 07 Loewe bld 7.65 OLED EU energy effcency class: B Screen dagonal (n cm) / Screen dagonal (n nch): 64 / 65 Power consumpton ON (n W): 80 Annual energy consumpton

More information

INIHODU~IION AND NOI[~ OJ KJUN~ HO rahk

INIHODU~IION AND NOI[~ OJ KJUN~ HO rahk HAROLD COURLANO[R, C[N[RAL [OITOR INIHODU~IION AND NOI[~ OJ KJUN~ HO rahk Covel desgon by Ronald Clyne , ~ C» ==-== :' C ::::J FOLKWA YS RECORDS FE 4424 ~, C C.., -- s;::: :- C I:) : C I:) ~..,.,---, a,

More information

Loewe bild 5.55 oled. Modular Design Flexible configuration with individual components. Set-up options. TV Monitor

Loewe bild 5.55 oled. Modular Design Flexible configuration with individual components. Set-up options. TV Monitor Product nformaton Loewe bld 5.55 oled Page of 3 Loewe bld 5.55 oled EU energy effcency class: B Screen dagonal (n cm) / Screen dagonal (n nch): 39 / 55 Power consumpton ON (n W): 50 Annual energy consumpton

More information

9! VERY LARGE IN THEIR CONCERNS. AND THEREFORE, UH, i

9! VERY LARGE IN THEIR CONCERNS. AND THEREFORE, UH, i 340 WELL, alack PAJAMAS WAS A SOMEWHAT METAPHORCAL 2 TERM. MANY VETNAMESE PEASANTS TENDED TO WEAR 3 BLACK PAJAMAS, BUT WHAT AM REFERRNG TO S THAT 4 OUTSDE OF THE NORTH VETNAMESE UNTS AND ~OME OF 5 THE

More information

GENERAL AGREEMENT ON MMra

GENERAL AGREEMENT ON MMra RESTRICTED GENERAL AGREEMENT ON MMra TARIFFS AND TRADE Speeal Dstrbuton Agrculture Commttee A. Remarks IMPORT MEASURES Varable Leves and Other Specal Charges Addendum SWITZERLAND Imports of the products

More information

www. ElectricalPartManuals. com l Basler Electric VOLTAGE REGULATOR FEATURES: CLASS 300 EQUIPMENT AVC63 4 FEATURES AND APPLICATIONS

www. ElectricalPartManuals. com l Basler Electric VOLTAGE REGULATOR FEATURES: CLASS 300 EQUIPMENT AVC63 4 FEATURES AND APPLICATIONS Using enhanced technology, the AVC63-4 voltage regulator is designed for use on 50/60 Hz brushless generators. This encapsulated regulator is economical, small in size, ruggedly constructed, and incorporates

More information

Printer Specifications

Printer Specifications : Characterfonts:! Fort Pont 7P 0.5 pl Ptch 5cpl, Ocpl, 2cpl Proptlonel Epson Draf!o 0 lo j Epson Cower 0 0 0 Epson Roman O O O 0 Epson San6 Sent 0 O O O Epson Presllge j0 0 ~Epson Scnpt O 0 Epson Sormt

More information

Appendix A. Quarter-Tone Note Names

Appendix A. Quarter-Tone Note Names 233 Appendx A Qurter-Tone Note Nmes The followng tble lsts ll possble note nmes, rngng from double flts to double shrps, for ech of the 24 possble ptch-clsses. Enhrmonclly equvlent note nmes pper on the

More information

IN DESCRIBING the tape transport of

IN DESCRIBING the tape transport of Apparatus For Magnetc Storage on Three-Inch Wde Tapes R. B. LAWRANCE R. E. WILKINS R. A. PENDLETON IN DESCRIBING the tape transport of the DATAmatc 1, t s perhaps well to begn by revewng the nfluental

More information

Step 3: Select a Class

Step 3: Select a Class R Step 1: Roll Ablty Scores a. ndcate dce-rollng method (p. 13):. Roll 3d6 sx tmes, n order. 11. Roll 3d6 twce per ablty, select ether. 111. Roll 3d6 sx tmes and assgn to abltes as desred. V. Roll 3d6

More information

CONNECTIONS GUIDE. To Find Your Hook.up Turn To Page 1

CONNECTIONS GUIDE. To Find Your Hook.up Turn To Page 1 CONNECTIONS GUIDE To Fnd Your Hook.up Turn To Page 1 Connectng TV to Antenna (or Cable Wthout Cable Box) and No VCR (Hook-up 1A)... 2 Monaural VCR (Hook-up 1B)... 3 StereoVCR (Hook-up 1C)... 4 Cable Wth

More information

What is important about the things we like? Answers by Mrs. Caruso s 2 nd graders.

What is important about the things we like? Answers by Mrs. Caruso s 2 nd graders. What is important about the things we like? Answers by Mrs. Caruso s 2 nd graders. A Media Center project for Mrs. Leddy April 2013 Based on the book by Margaret Wise Brown Bananas The important thing

More information

(12) Ulllted States Patent (10) Patent N0.: US 8,269,970 B2 P0lid0r et a]. (45) Date of Patent: Sep. 18, 2012

(12) Ulllted States Patent (10) Patent N0.: US 8,269,970 B2 P0lid0r et a]. (45) Date of Patent: Sep. 18, 2012 US008269970B2 (12) Ulllted States Patent (10) Patent N0.: P0ld0r et a]. (45) Date of Patent: Sep. 18, 12 (54) OPTICAL COMPARATOR WITH DIGITAL 6,945,652 B2 9/05 sakqta et a1 GAGE 7,058,109 B2* 6/06 Davs.....

More information

Emotional Metaphors for Emotion Recognition in Chinese Text

Emotional Metaphors for Emotion Recognition in Chinese Text Emotonal Metaphors for Emoton Recognton n Chnese Text Xaox Huang 1, Yun Yang 2 and Changle Zhou 1,2 1 College of Computer Scence, Zhejang Unversty, 310027, P.R. Chna tshere@zju.edu.cn 2 Insttute of Artfcal

More information

Q. YOU SAY IN PARAGRAPH 3 OF THlf PAPER THAT YOU'VE

Q. YOU SAY IN PARAGRAPH 3 OF THlf PAPER THAT YOU'VE "t... _. ------- -~---------.--~-.-...-------.."-.-"---.~,-~.-".--.---..-..-.~-.--~.~-------"..---+-...---" --_... l... l.... BY MR. MURRY: 0. Q. BUT YOU DON'T REMEMBER THE ST~TSTCAL DFFERENCE STTNG HERE

More information

SOMALI PROSODIC SYSTEMS l

SOMALI PROSODIC SYSTEMS l SOMAL PROSODC SYSTEMS l John Wllam Johnson t' A recent breakthrough by two Somal scholars, Maxamed Xaash Dhamac and Cabdullaah Drye Guuleed,2 has repopened the queston of Somal prosodc systems and has

More information