The procedures involved in plant transformation by Agrobacterium vectors can be divided into four areas as follows:

Size: px
Start display at page:

Download "The procedures involved in plant transformation by Agrobacterium vectors can be divided into four areas as follows:"

Transcription

1 I I WALNUT TISSUE CULTURE - SYSTEMS FOR TRANSFORMATION G. McGranahan, C. Leslie } 1 ABSTRACT The bjective f this study is t develp a tissue culture system fr regeneratin f transfrmed walnut plants, i.e., plants cntaining freign genes. This regeneratin system is t be used in cnjunctin with wrk being dne by A.M. Dandekar (86-WMB3). Repetitively embrygenic smatic embrys appear t be a prmising rute fr genetic transfrm~tin f walnuts. Embrys were shwn t be highly infectible by tumr inducing Agrbacterium tumefaciens strains. Snicatin and wunding by scalpel cuts were shwn t be satisfactry methds fr inculatin. Methds f screening fr transfrmants cntaining a kanamycin resistance gene were examined. Variable results were btained using a brad range f kanamycin cncentratins (0-500 mg/l) n nrmal walnut smatic embrys. Sensitivity was best espressed as reduced embry prliferatin at kanamycin levels ver 50 mg/l. Ptentially transfrmed embrygenic lines, btained by inculating repetitively embrygenic smatic embrys with disarmed strains f A. tumefaciens, are currently being screened using kanamycin at 75 mg/l. OBECTIVES The gal f this prject is t develp a tissue culture system fr regeneratin f transfrmed walnut plants. Agrbacterium tumefaciens has been selected as the vectr fr intrducing freign genes int the walnut genme. T be successful the accmpanying tissue culture system requires regenerative tissues f single cell rigin at an infectible site. Our effrts have been fcused n evaluating the ptential f repetitively embrygenic smatic embrys fr this purpse. PROCEDURES The prcedures invlved in plant transfrmatin by Agrbacterium vectrs can be divided int fur areas as fllws: a. Cnstructin, selectin and prpagatin f the Agrabacterium disarmed vectrs (t be carried ut by A. Dandekar). b. Inculatin f hst cells r tissues with the selected Agrbacterium vectr ~ccultivatin). This includes selectin and maintenance f hst tissue during pre- and pst-inculatin phases and develpment f inculatin prcedures. c. Selectin f transfrmants and regeneratin f plants. Marker genes are incrprated int transfrmed cells specifically s that the regenerated transfrmed plants can be identified. Because, at least in the early stages f system develpment, the frequency f regeneratin frm transfrmed cells may be extremely lw, an early, efficient selectin prcedure is essential. d. Analysis f regenerated plants fr expressin f freign genes and T-DNA (t be carried ut by A.M. Dandekar)

2 ) ) 1 Areas a and d require the expertise f a mlecular bilgist and are being carried ut in A.M. Dandekar's lab. Prcedures used in areas band care discussed here. The first step in ur study was t examine the susceptibility f English walnut embrys f a repetitively embrygenic line t ~ tumefaciens infectin. Three age classes f A Franquette embrys (1. yung/white, 2. intermediate/cream clred and 3. ld/brwn and callusing) were inculated with tw armed (tumr inducing) A. tumefaciens strains (K12xbCGN562E (=562) and K12xbCGN167 (=167») and a sterile media cntrl, using 3 inculatin methds (scalpel cuts, syringe pricks, and snicatin). Tw replicatins f 5 embrys each per treatment were inculated and grwn in the dark n basal Driver-Kuniyuki-walnut (DKW) medium cntaining 50 pm -acetsyringne fr 48 hurs t allw infectin. Embrys were then transferred t D~l basal medium with 500 mg/l carbenicillin, an antibitic used t inhibit further A. tumefaciens grwth. The number f embrys exhibiting tumr grwth was cunted at ne mnth. Tumr tissue was islated frm these cultures and repeatedly subcultured fr 3 mnths n basal DKW with 500 mg/l carbenicillin t rid the material f residual bacterial ppulatins. Tumr tissue was then assayed fr the presence f pines by paper electrphresis in A. Dandekar's lab in rder t cnfirm infectin and transfrmatin by ~ tumefaciens. The secnd step in develpment f a transfrmatin system was t design a screening prcedure that culd be used t identify transfrmants. The ~ tumefaciens strains available t us fr this study cntained a kanamycin resistance gene as a marker. Thus, several trials were undertaken t determine the lwest kanamycin cncentratin at which nrmal walnut embrys express sensitivity and the frm in which sensitivity is expressed. Embrys derived frm cells with the intrduced kanamycin resistance gene shuld nt exhibit sensitivity at this level and therefre shuld be selectable. Filter sterilized kanamycin was added t DKW basal medium at cncentratins ranging frm 0 t 500 mg/l. Three replicatins f 3-5 embrys each were used in each trial. Treatments examined included light and dark grwing cnditins, slid and liquid media, and carbenicillin and ceftxime media supplements. The third step was t inculate embrys with 3 disarmed A. tumefaciens strains (594, 200-0, 200-N) (btained frm A. Dandekar's lab) using tw inculatin..methds (snicatin and scalpel cuts). Due t cncern regarding carbenicillin effects n embry grwth and repetitive embrygenesis, bth ceftxime and carbenicillin were used as pst-infectin bacterial inhibitrs. Embrys that frmed frm inculated embrys were multiplied as subclnes. These are currently being screened fr kanamycin resistance by culturing n 75 mg/l kanamycin in slid DKW medium in the dark. Effrts were als undertaken t increase imprve the efficiency f using smatic Nutrient levels and hrmne treatments were results. embry germinatin rates t embrys fr transfrmatin. examined as discussed in the

3 - RESULTS AND DISCUSSION Smatic embrys f walnut were successfully infected with ~ tumefaciens (Table 1). Infected embrys exhibited cream t yellw clred ndular white callus which grew rapidly in the absence f exgenus hrmnes. Damaged embrys will ccasinally frm callus n basal medium in the absence f expsure t A. tumefaciens, but this callus differs in that it is white, grws very slwly, and is grainier in texture. Observatin f hrmne auttrphic callus grwth in walnut embry tissue is indicative f increased endgenus' auxin synthesis assciated with armed A. tumefaciens vectrs and strngly suggests f ~ tumefaciens infectin and transfrmatin. Early tumr grwth was readily bserved within three weeks f inculatin. All healthy embry tissues eventually prved infectible and exhibited characteristic yellwish-white ndular callus within six weeks f infectin with the exceptin f a single embry treated with strain 562. This embry has been multiplied and is currently being tested fr pssible crwn gall resistance. Old embrys exhibited a reduced infectin rate, apparently because sme f the tissue began t die befre tumr grwth cmmenced. Syringe inculatin prduced fewer tumrs, presumably due t the smaller surface area impacted by this methd. Paper electrphresis f callus! extracts demnstrated the presence f the pine ctpine in 4 f 6 tumrs assayed frm bth 167 and 562 infected material but nt frm cntrls (Table 2). The presence f pines which are nt nrmally prduced by plants, is als indicative f freign gene insertin and expressin in walnut smatic embry tissue. Kanamycin sensitivity in plants can be expressed as decreased chlrphyll prductin, reduced grwth and reduced embry prliferatin. Reduced embry prliferatin appears t be the mst reliable f these respnses fr screening walnut smatic embrys (Table 3). Kanamycin levels f 50 mg/l and higher inhibited repetitive embrygenesis in the dark. Ceftxime at 300 mg/l did nt interfere with this respnse (Table 4) whereas bth ceftxime and carbenicillin appeared t have adverse effects r embry greening and grwth in the light. This masked the embrys respnse t kanamycin. Attempts t use liquid shake and rller tube cultures t insure a mre unifrm expsure f embrys t kanamycin, which is nt well translcated in plants, have nt yet prduced a r~liable chlrphyll screen. Embrys inqo;ulatedwith the 3 disarmed strains f A. tumefaciens have exhibited excellent grwth and multiplicatin rates nbth ceftxime and carbenicillin supplemented media. In sme plants (e.g. tmat), A. tumefaciens inhibits embry frmatin but this has nt prven a prblem in walnuts. Embrys prliferated frm this material are currently being screened fr transfrmants. As part f a cntinuing attempt t imprve the verall efficiency f the smatic embry system, several changes in the culture prcedure were examined. The sucrse level in embry germinatin medium, nrmally 3%, was tested at cncentratins between 6% and 0.375% (28 embrys/treatment)

4 ) ) Reductin f sucrse t 1.5% r less increased unifrmity f ctyledn greening and extended the time t embry senescence in the light, but did nt i~crease the embry germinatin rate. Reductin f nutrient levels is emplyed in many plants t enhance germinatin and rting. Reductin f nutrients t as lw as 1/8 standard cncentratin (17 embrys/nutrient level) had n apparent effect n embry develpment r germinatin in the light ver a 4 week perid. Incrpratin f 5 mgll gibberellic acid (GA3) in the embry germinatin medium prduced minute hypctyl elngatin «0.5 em) and abnrmal elngatin and narrwing f emergent leaves but n substantial stem elngatin r release f apical r rt meristems. Subsequent transfer f these embrys t DKW (micrprpagatin media) prduced stem elngatin in 7/20 embrys that had been expsed t GA3 and in 2/15 that had nt been expsed. Applicatin f benzy1aminpurine (BAP) t germinatin media at levels as high as 20 fld thse used fr micrprpagatin failed t enhance germinatin. Applicatin f drps f varius cncentratins f BAP and GA3 directly t embry apices als prduced n effect n embry germinatin. Inhibitrs in the ctyledns may be in part respnsible fr pr germinatin rates, as has been fund in grapes, and ctyledn remval currently shws sme prmise f increasing germinatin efficiency. In cnclusin, we have established that repetitively embrygenic smatic embrys are infectible by ~ tumefaciens. Our current wrk n this prject is aimed at imprving screening techniques fr detectin f transfrmants regenerated thrugh smatic embrygenesis. The final evaluatin f this system fr transfrmatin, hwever, will be based n whether we are successful in btaining transfrmed plants frm infected embrys. TABLE 1. Percent f embrys exhibiting tumr-like grwth ne mnth after inculatin with Agrbacterium tumefaciens. Inculatin Embry x A. tumefaciens Strain Methd Age Cntrl Snicatin y I Syringe y I Cut y I xi Y - yung, I - intermediate, 0 - ld. j

5 I I TABLE 2. Opine prductin Agrbacterium Strain Cntrl x Infectin Methd syringe snicate '"cut syringe snicate cut syringe snicate cut n = 1 cu 1ture per.. r.g.n. O. x p.ne Prductin TABLE 3. Embry prliferatin Qn kanamycin medi~. Kanamycin Cncentratin (mg/1) % embrys underging embrygenesis (n = 15) Number f new embrys j I j 11 --

6 I TABLE 4. Embry prliferatin n kanamycin meclia in the presence f 300 mg/l ceftxime. Kanamycin Number f new embrys mg/l (n = 5 cultue plates) I

Biology of the Fire Blight Pathogen Erwinia amylovora Under Starvation Conditions: Survival Strategies and Virulence

Biology of the Fire Blight Pathogen Erwinia amylovora Under Starvation Conditions: Survival Strategies and Virulence Bilgy f the Fire Blight Pathgen Erwinia amylvra Under Starvatin Cnditins: Survival Strategies and Virulence Ricard Delgad Santander 06/04/2018 2018 Eastern New Yrk Fruit and Vegetable Cnference 1 Unknwn

More information

Lesson Plan. Recode: They will do a graphic organizer to sequence the steps of scientific method.

Lesson Plan. Recode: They will do a graphic organizer to sequence the steps of scientific method. Lessn Plan Reach: Ask the students if they ever ppped a bag f micrwave ppcrn and nticed hw many kernels were unppped at the bttm f the bag which made yu wnder if ther brands pp better than the ne yu are

More information

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

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

More information

UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS

UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS UNIT 6 DETERMINATION OF FLASH AND FIRE POINT OF A LUBRICATING OIL BY OPEN CUP AND CLOSED CUP METHODS Determinatin f Flash and Fire Pint f a Cup and Clsed Cup Structure 6. Intrductin Objectives 6. Experiment

More information

Thermodynamics and Equilibrium

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

More information

Pipetting 101 Developed by BSU CityLab

Pipetting 101 Developed by BSU CityLab Discver the Micrbes Within: The Wlbachia Prject Pipetting 101 Develped by BSU CityLab Clr Cmparisns Pipetting Exercise #1 STUDENT OBJECTIVES Students will be able t: Chse the crrect size micrpipette fr

More information

A Matrix Representation of Panel Data

A Matrix Representation of Panel Data web Extensin 6 Appendix 6.A A Matrix Representatin f Panel Data Panel data mdels cme in tw brad varieties, distinct intercept DGPs and errr cmpnent DGPs. his appendix presents matrix algebra representatins

More information

Chapter 4. Unsteady State Conduction

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

More information

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax .7.4: Direct frequency dmain circuit analysis Revisin: August 9, 00 5 E Main Suite D Pullman, WA 9963 (509) 334 6306 ice and Fax Overview n chapter.7., we determined the steadystate respnse f electrical

More information

Plant Science Course Outcome Summary Chippewa Valley Technical College

Plant Science Course Outcome Summary Chippewa Valley Technical College Curse Number 006-160 Credits 3 Cntact Hurs 64 Develpers Flint Thmpsn Plant Science Curse Outcme Summary Chippewa Valley Technical Cllege Infrmatin Types f Instructin Type f Instructin Cntact Hurs Outside

More information

Determining the Accuracy of Modal Parameter Estimation Methods

Determining the Accuracy of Modal Parameter Estimation Methods Determining the Accuracy f Mdal Parameter Estimatin Methds by Michael Lee Ph.D., P.E. & Mar Richardsn Ph.D. Structural Measurement Systems Milpitas, CA Abstract The mst cmmn type f mdal testing system

More information

CONSTRUCTING STATECHART DIAGRAMS

CONSTRUCTING STATECHART DIAGRAMS CONSTRUCTING STATECHART DIAGRAMS The fllwing checklist shws the necessary steps fr cnstructing the statechart diagrams f a class. Subsequently, we will explain the individual steps further. Checklist 4.6

More information

PHOTOSYNTHESIS THE PRACTICALS 16 APRIL 2014

PHOTOSYNTHESIS THE PRACTICALS 16 APRIL 2014 PHOTOSYNTHESIS THE PRACTICALS 16 APRIL 2014 Lessn Descriptin In this lessn, we will: Review the prcess f phtsynthesis Study the starch test in leaves Study the varius practicals testing phtsynthesis Lk

More information

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

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

More information

Name: Block: Date: Science 10: The Great Geyser Experiment A controlled experiment

Name: Block: Date: Science 10: The Great Geyser Experiment A controlled experiment Science 10: The Great Geyser Experiment A cntrlled experiment Yu will prduce a GEYSER by drpping Ments int a bttle f diet pp Sme questins t think abut are: What are yu ging t test? What are yu ging t measure?

More information

DEFENSE OCCUPATIONAL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE

DEFENSE OCCUPATIONAL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE DEFENSE OCCUPATIOL AND ENVIRONMENTAL HEALTH READINESS SYSTEM (DOEHRS) ENVIRONMENTAL HEALTH SAMPLING ELECTRONIC DATA DELIVERABLE (EDD) GUIDE 20 JUNE 2017 V1.0 i TABLE OF CONTENTS 1 INTRODUCTION... 1 2 CONCEPT

More information

, which yields. where z1. and z2

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

More information

9.3 Reproduction in Angiospermophytes

9.3 Reproduction in Angiospermophytes 9.3 Reprductin in Angispermphytes 9.3.1 - Draw and label a diagram shwing the structure f a dictylednus animalpllinated flwer Sepal Petals Cver the flwer structure while the flwer is develping Smetimes

More information

Technical Bulletin. Generation Interconnection Procedures. Revisions to Cluster 4, Phase 1 Study Methodology

Technical Bulletin. Generation Interconnection Procedures. Revisions to Cluster 4, Phase 1 Study Methodology Technical Bulletin Generatin Intercnnectin Prcedures Revisins t Cluster 4, Phase 1 Study Methdlgy Release Date: Octber 20, 2011 (Finalizatin f the Draft Technical Bulletin released n September 19, 2011)

More information

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 March 10, Please grade the following questions: 1 or 2 CEE 371 March 10, 2009 Exam #1 Clsed Bk, ne sheet f ntes allwed Please answer ne questin frm the first tw, ne frm the secnd tw and ne frm the last three. The ttal ptential number f pints is 100. Shw all

More information

Comprehensive Exam Guidelines Department of Chemical and Biomolecular Engineering, Ohio University

Comprehensive Exam Guidelines Department of Chemical and Biomolecular Engineering, Ohio University Cmprehensive Exam Guidelines Department f Chemical and Bimlecular Engineering, Ohi University Purpse In the Cmprehensive Exam, the student prepares an ral and a written research prpsal. The Cmprehensive

More information

Lab 4: Passive Transport & Graphing Data

Lab 4: Passive Transport & Graphing Data CWI Cncepts f Bilgy LAB Manual 42 Lab 4: Passive Transprt & Graphing Data The internal envirnment f all cells is a slutin. A slutin is a mixture f tw r mre substances that are evenly distributed thrughut.

More information

Section 5.8 Notes Page Exponential Growth and Decay Models; Newton s Law

Section 5.8 Notes Page Exponential Growth and Decay Models; Newton s Law Sectin 5.8 Ntes Page 1 5.8 Expnential Grwth and Decay Mdels; Newtn s Law There are many applicatins t expnential functins that we will fcus n in this sectin. First let s lk at the expnential mdel. Expnential

More information

Biocomputers. [edit]scientific Background

Biocomputers. [edit]scientific Background Bicmputers Frm Wikipedia, the free encyclpedia Bicmputers use systems f bilgically derived mlecules, such as DNA and prteins, t perfrm cmputatinal calculatins invlving string, retrieving, and prcessing

More information

CAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank

CAUSAL INFERENCE. Technical Track Session I. Phillippe Leite. The World Bank CAUSAL INFERENCE Technical Track Sessin I Phillippe Leite The Wrld Bank These slides were develped by Christel Vermeersch and mdified by Phillippe Leite fr the purpse f this wrkshp Plicy questins are causal

More information

A mathematical model for complete stress-strain curve prediction of permeable concrete

A mathematical model for complete stress-strain curve prediction of permeable concrete A mathematical mdel fr cmplete stress-strain curve predictin f permeable cncrete M. K. Hussin Y. Zhuge F. Bullen W. P. Lkuge Faculty f Engineering and Surveying, University f Suthern Queensland, Twmba,

More information

APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL

APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL JP2.11 APPLICATION OF THE BRATSETH SCHEME FOR HIGH LATITUDE INTERMITTENT DATA ASSIMILATION USING THE PSU/NCAR MM5 MESOSCALE MODEL Xingang Fan * and Jeffrey S. Tilley University f Alaska Fairbanks, Fairbanks,

More information

Sequential Allocation with Minimal Switching

Sequential Allocation with Minimal Switching In Cmputing Science and Statistics 28 (1996), pp. 567 572 Sequential Allcatin with Minimal Switching Quentin F. Stut 1 Janis Hardwick 1 EECS Dept., University f Michigan Statistics Dept., Purdue University

More information

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION

NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION NUROP Chinese Pinyin T Chinese Character Cnversin NUROP CONGRESS PAPER CHINESE PINYIN TO CHINESE CHARACTER CONVERSION CHIA LI SHI 1 AND LUA KIM TENG 2 Schl f Cmputing, Natinal University f Singapre 3 Science

More information

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 October 8, Please grade the following questions: 1 or 2

Exam #1. A. Answer any 1 of the following 2 questions. CEE 371 October 8, Please grade the following questions: 1 or 2 CEE 371 Octber 8, 2009 Exam #1 Clsed Bk, ne sheet f ntes allwed Please answer ne questin frm the first tw, ne frm the secnd tw and ne frm the last three. The ttal ptential number f pints is 100. Shw all

More information

COASTAL ENGINEERING Chapter 2

COASTAL ENGINEERING Chapter 2 CASTAL ENGINEERING Chapter 2 GENERALIZED WAVE DIFFRACTIN DIAGRAMS J. W. Jhnsn Assciate Prfessr f Mechanical Engineering University f Califrnia Berkeley, Califrnia INTRDUCTIN Wave diffractin is the phenmenn

More information

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates

Heat Management Methodology for Successful UV Processing on Heat Sensitive Substrates Heat Management Methdlgy fr Successful UV Prcessing n Heat Sensitive Substrates Juliet Midlik Prime UV Systems Abstract: Nw in 2005, UV systems pssess heat management cntrls that fine tune the exthermic

More information

READING STATECHART DIAGRAMS

READING STATECHART DIAGRAMS READING STATECHART DIAGRAMS Figure 4.48 A Statechart diagram with events The diagram in Figure 4.48 shws all states that the bject plane can be in during the curse f its life. Furthermre, it shws the pssible

More information

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan

^YawataR&D Laboratory, Nippon Steel Corporation, Tobata, Kitakyushu, Japan Detectin f fatigue crack initiatin frm a ntch under a randm lad C. Makabe," S. Nishida^C. Urashima,' H. Kaneshir* "Department f Mechanical Systems Engineering, University f the Ryukyus, Nishihara, kinawa,

More information

Chapter 3: Cluster Analysis

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

More information

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

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

More information

Chemistry 20 Lesson 11 Electronegativity, Polarity and Shapes

Chemistry 20 Lesson 11 Electronegativity, Polarity and Shapes Chemistry 20 Lessn 11 Electrnegativity, Plarity and Shapes In ur previus wrk we learned why atms frm cvalent bnds and hw t draw the resulting rganizatin f atms. In this lessn we will learn (a) hw the cmbinatin

More information

~Alamos LA-UR- Development of a Neutron POD Spectrometer. Sy Stange, Douglas Mayo, Rollin Lakis, and M. William Johnson

~Alamos LA-UR- Development of a Neutron POD Spectrometer. Sy Stange, Douglas Mayo, Rollin Lakis, and M. William Johnson LA-UR- Apprved fr public release; distributin is unlimited. Title: Develpment f a Neutrn POD Spectrmeter Authr(s): Sy Stange, Duglas May, Rllin Lakis, and M. William Jhnsn Intended fr: Institute f Nuclear

More information

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

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

More information

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

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

More information

lecture 5: Nucleophilic Substitution Reactions

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

More information

Optimization Programming Problems For Control And Management Of Bacterial Disease With Two Stage Growth/Spread Among Plants

Optimization Programming Problems For Control And Management Of Bacterial Disease With Two Stage Growth/Spread Among Plants Internatinal Jurnal f Engineering Science Inventin ISSN (Online): 9 67, ISSN (Print): 9 676 www.ijesi.rg Vlume 5 Issue 8 ugust 06 PP.0-07 Optimizatin Prgramming Prblems Fr Cntrl nd Management Of Bacterial

More information

Matter Content from State Frameworks and Other State Documents

Matter Content from State Frameworks and Other State Documents Atms and Mlecules Mlecules are made f smaller entities (atms) which are bnded tgether. Therefre mlecules are divisible. Miscnceptin: Element and atm are synnyms. Prper cnceptin: Elements are atms with

More information

Electric Current and Resistance

Electric Current and Resistance Electric Current and Resistance Electric Current Electric current is the rate f flw f charge thrugh sme regin f space The SI unit f current is the ampere (A) 1 A = 1 C / s The symbl fr electric current

More information

THE FLUXOID QUANTUM AND ELECTROGRAVITATIONAL DYNAMICS. Chapter 8. This work extends chapter 6 titled, "Field Mass Generation and Control", while

THE FLUXOID QUANTUM AND ELECTROGRAVITATIONAL DYNAMICS. Chapter 8. This work extends chapter 6 titled, Field Mass Generation and Control, while 133 THE FLUXOID QUANTUM AND ELECTROGRAVITATIONAL DYNAMICS Chapter 8 This wrk extends chapter 6 titled, "Field Mass Generatin and Cntrl", while als develping a new cnceptual apprach t mass-field vehicle

More information

Physics 212. Lecture 12. Today's Concept: Magnetic Force on moving charges. Physics 212 Lecture 12, Slide 1

Physics 212. Lecture 12. Today's Concept: Magnetic Force on moving charges. Physics 212 Lecture 12, Slide 1 Physics 1 Lecture 1 Tday's Cncept: Magnetic Frce n mving charges F qv Physics 1 Lecture 1, Slide 1 Music Wh is the Artist? A) The Meters ) The Neville rthers C) Trmbne Shrty D) Michael Franti E) Radiatrs

More information

THE LIFE OF AN OBJECT IT SYSTEMS

THE LIFE OF AN OBJECT IT SYSTEMS THE LIFE OF AN OBJECT IT SYSTEMS Persns, bjects, r cncepts frm the real wrld, which we mdel as bjects in the IT system, have "lives". Actually, they have tw lives; the riginal in the real wrld has a life,

More information

MEIOSIS & SEXUAL REPRODUCTION

MEIOSIS & SEXUAL REPRODUCTION MEIOSIS & SEXUAL REPRODUCTION 10.1 HALVING THE CHROMOSOME NUMBER Interphase Meisis: type f nuclear divisin that ccurs in sexually reprducing rganisms. Reduces chrmsme number frm diplid (2n) t haplid (n)

More information

Materials o o o o o o o o o

Materials o o o o o o o o o Experiment 3: Measurements, the Metric System & Density Objective The purpse f experiment is t becme familiar with the metric system by taking measurements using metric. Additinally, the purpse f this

More information

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

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

More information

IN a recent article, Geary [1972] discussed the merit of taking first differences

IN a recent article, Geary [1972] discussed the merit of taking first differences The Efficiency f Taking First Differences in Regressin Analysis: A Nte J. A. TILLMAN IN a recent article, Geary [1972] discussed the merit f taking first differences t deal with the prblems that trends

More information

(2) Even if such a value of k was possible, the neutrons multiply

(2) Even if such a value of k was possible, the neutrons multiply CHANGE OF REACTOR Nuclear Thery - Curse 227 POWER WTH REACTVTY CHANGE n this lessn, we will cnsider hw neutrn density, neutrn flux and reactr pwer change when the multiplicatin factr, k, r the reactivity,

More information

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must

the results to larger systems due to prop'erties of the projection algorithm. First, the number of hidden nodes must M.E. Aggune, M.J. Dambrg, M.A. El-Sharkawi, R.J. Marks II and L.E. Atlas, "Dynamic and static security assessment f pwer systems using artificial neural netwrks", Prceedings f the NSF Wrkshp n Applicatins

More information

1 of 11. Adding Signed Numbers. MAT001 Chapter 9 Signed Numbers. Section 9.1. The Number Line. Ordering Numbers. CQ9-01. Replace? with < or >.

1 of 11. Adding Signed Numbers. MAT001 Chapter 9 Signed Numbers. Section 9.1. The Number Line. Ordering Numbers. CQ9-01. Replace? with < or >. Sectin 9 Adding Signed Numbers The Number Line A number line is a line n which each pint is assciated with a number 0 Negative numbers Psitive numbers f The set f psitive numbers, negative numbers, and

More information

Department of Electrical Engineering, University of Waterloo. Introduction

Department of Electrical Engineering, University of Waterloo. Introduction Sectin 4: Sequential Circuits Majr Tpics Types f sequential circuits Flip-flps Analysis f clcked sequential circuits Mre and Mealy machines Design f clcked sequential circuits State transitin design methd

More information

Contents. Copyrighted material. May not be reproduced without permission from the publisher.

Contents. Copyrighted material. May not be reproduced without permission from the publisher. Cntents I. HOW IS A PLANT CELL MADE?........................... 2 The Plant Cell........................................ 3 Parts f the Plant Cell................................. 5 Anatmy and Mrphlgy f

More information

DESIGNING FERTILIZER PROGRAMS FOR YOUR TURF. Shawn BcBurney and Paul E. Rieke Department of Crop and Soil Sciences Michigan State University

DESIGNING FERTILIZER PROGRAMS FOR YOUR TURF. Shawn BcBurney and Paul E. Rieke Department of Crop and Soil Sciences Michigan State University DESIGNING FERTILIZER PROGRAMS FOR YOUR TURF Shawn BcBurney and Paul E. Rieke Department f Crp and Sil Sciences Michigan State University Planning a fertilizer prgram fr athletic fields, parks, and cemeteries

More information

Lecture 13: Markov Chain Monte Carlo. Gibbs sampling

Lecture 13: Markov Chain Monte Carlo. Gibbs sampling Lecture 13: Markv hain Mnte arl Gibbs sampling Gibbs sampling Markv chains 1 Recall: Apprximate inference using samples Main idea: we generate samples frm ur Bayes net, then cmpute prbabilities using (weighted)

More information

Which stage of nodule initiation in Lupinus angustifolius L. is sensitive to iron deficiency?

Which stage of nodule initiation in Lupinus angustifolius L. is sensitive to iron deficiency? New Phytl. (99), 7, 243-250 Which stage f ndule initiatin in Lupinus angustiflius L. is sensitive t irn deficiency? BY CAIXIAN TANG\ ALAN D. RBSNi AND MICHAEL J.DILWRTH^ Sil Science and Plant Nutritin,

More information

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

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

More information

Unit 1: Introduction to Biology

Unit 1: Introduction to Biology Name: Unit 1: Intrductin t Bilgy Theme: Frm mlecules t rganisms Students will be able t: 1.1 Plan and cnduct an investigatin: Define the questin, develp a hypthesis, design an experiment and cllect infrmatin,

More information

Effect of Conductivity Between Fasteners and Aluminum Skin On Eddy Current Specimens. Abstract

Effect of Conductivity Between Fasteners and Aluminum Skin On Eddy Current Specimens. Abstract Effect f Cnductivity Between Fasteners and Aluminum Skin n Eddy Current Specimens David G. Mre Sandia Natinal Labratries Federal Aviatin Administratin Airwrthiness Assurance ND Validatin Center Albuquerque,

More information

SCARING OF CARRION CROWS (CORVUS CaRONE CaRONE) BY SPECIES-SPECIFIC DISTRESS CALLS AND SUSPENDED BODIES OF DEAD CROWS

SCARING OF CARRION CROWS (CORVUS CaRONE CaRONE) BY SPECIES-SPECIFIC DISTRESS CALLS AND SUSPENDED BODIES OF DEAD CROWS University f Nebraska - Lincln DigitalCmmns@University f Nebraska - Lincln Bird Cntrl Seminars Prceedings Wildlife Damage Management, Internet Center fr 10-1983 SCARING OF CARRION CROWS (CORVUS CaRONE

More information

Cambridge Assessment International Education Cambridge Ordinary Level. Published

Cambridge Assessment International Education Cambridge Ordinary Level. Published Cambridge Assessment Internatinal Educatin Cambridge Ordinary Level ADDITIONAL MATHEMATICS 4037/1 Paper 1 Octber/Nvember 017 MARK SCHEME Maximum Mark: 80 Published This mark scheme is published as an aid

More information

Engineering Decision Methods

Engineering Decision Methods GSOE9210 vicj@cse.unsw.edu.au www.cse.unsw.edu.au/~gs9210 Maximin and minimax regret 1 2 Indifference; equal preference 3 Graphing decisin prblems 4 Dminance The Maximin principle Maximin and minimax Regret

More information

SINGLE DROP SPLASH ON THIN FILM: MEASUREMENTS OF CROWN CHARACTERISTICS

SINGLE DROP SPLASH ON THIN FILM: MEASUREMENTS OF CROWN CHARACTERISTICS ILASS-Eurpe 99 SINGLE DROP SPLASH ON THIN FILM: MEASUREMENTS OF CROWN CHARACTERISTICS A. Cghe, G. Brunell*, G.E. Cssali, M. Mareng Plitecnic di Milan-Milan-Italy * TeMPE-CNR, Milan-Italy Università di

More information

Tree Structured Classifier

Tree Structured Classifier Tree Structured Classifier Reference: Classificatin and Regressin Trees by L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stne, Chapman & Hall, 98. A Medical Eample (CART): Predict high risk patients

More information

A New Evaluation Measure. J. Joiner and L. Werner. The problems of evaluation and the needed criteria of evaluation

A New Evaluation Measure. J. Joiner and L. Werner. The problems of evaluation and the needed criteria of evaluation III-l III. A New Evaluatin Measure J. Jiner and L. Werner Abstract The prblems f evaluatin and the needed criteria f evaluatin measures in the SMART system f infrmatin retrieval are reviewed and discussed.

More information

Design and Simulation of Dc-Dc Voltage Converters Using Matlab/Simulink

Design and Simulation of Dc-Dc Voltage Converters Using Matlab/Simulink American Jurnal f Engineering Research (AJER) 016 American Jurnal f Engineering Research (AJER) e-issn: 30-0847 p-issn : 30-0936 Vlume-5, Issue-, pp-9-36 www.ajer.rg Research Paper Open Access Design and

More information

Effects of hydroxypropyl methylcellulose and polyvinyl alcohol on intraocular penetration of topical fluorescein m man

Effects of hydroxypropyl methylcellulose and polyvinyl alcohol on intraocular penetration of topical fluorescein m man Effects f hydrxyprpyl methylcellulse and plyvinyl alchl n intracular penetratin f tpical flurescein m man Stephen R. Waltman and Tully C. Patrwicz A slit lamp flurphtmeter was used t measure penetratin

More information

ENG2410 Digital Design Arithmetic Circuits

ENG2410 Digital Design Arithmetic Circuits ENG24 Digital Design Arithmetic Circuits Fall 27 S. Areibi Schl f Engineering University f Guelph Recall: Arithmetic -- additin Binary additin is similar t decimal arithmetic N carries + + Remember: +

More information

Math 9 Year End Review Package. (b) = (a) Side length = 15.5 cm ( area ) (b) Perimeter = 4xside = 62 m

Math 9 Year End Review Package. (b) = (a) Side length = 15.5 cm ( area ) (b) Perimeter = 4xside = 62 m Math Year End Review Package Chapter Square Rts and Surface Area KEY. Methd #: cunt the number f squares alng the side ( units) Methd #: take the square rt f the area. (a) 4 = 0.7. = 0.. _Perfect square

More information

CHAPTER 2 Algebraic Expressions and Fundamental Operations

CHAPTER 2 Algebraic Expressions and Fundamental Operations CHAPTER Algebraic Expressins and Fundamental Operatins OBJECTIVES: 1. Algebraic Expressins. Terms. Degree. Gruping 5. Additin 6. Subtractin 7. Multiplicatin 8. Divisin Algebraic Expressin An algebraic

More information

2004 AP CHEMISTRY FREE-RESPONSE QUESTIONS

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

More information

Associated Students Flacks Internship

Associated Students Flacks Internship Assciated Students Flacks Internship 2016-2017 Applicatin Persnal Infrmatin: Name: Address: Phne #: Years at UCSB: Cumulative GPA: E-mail: Majr(s)/Minr(s): Units Cmpleted: Tw persnal references (Different

More information

NUMBERS, MATHEMATICS AND EQUATIONS

NUMBERS, MATHEMATICS AND EQUATIONS AUSTRALIAN CURRICULUM PHYSICS GETTING STARTED WITH PHYSICS NUMBERS, MATHEMATICS AND EQUATIONS An integral part t the understanding f ur physical wrld is the use f mathematical mdels which can be used t

More information

Physical Layer: Outline

Physical Layer: Outline 18-: Intrductin t Telecmmunicatin Netwrks Lectures : Physical Layer Peter Steenkiste Spring 01 www.cs.cmu.edu/~prs/nets-ece Physical Layer: Outline Digital Representatin f Infrmatin Characterizatin f Cmmunicatin

More information

A Study on Pullout Strength of Cast-in-place Anchor bolt in Concrete under High Temperature

A Study on Pullout Strength of Cast-in-place Anchor bolt in Concrete under High Temperature Transactins f the 7 th Internatinal Cnference n Structural Mechanics in Reactr Technlgy (SMiRT 7) Prague, Czech Republic, August 7 22, 23 Paper #H-2 A Study n Pullut Strength f Cast-in-place Anchr blt

More information

Computational modeling techniques

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

More information

Unit 14 Thermochemistry Notes

Unit 14 Thermochemistry Notes Name KEY Perid CRHS Academic Chemistry Unit 14 Thermchemistry Ntes Quiz Date Exam Date Lab Dates Ntes, Hmewrk, Exam Reviews and Their KEYS lcated n CRHS Academic Chemistry Website: https://cincchem.pbwrks.cm

More information

The stabilization of morphological field size during slime mold morphogenesis

The stabilization of morphological field size during slime mold morphogenesis /. Embry!, exp. Mrph. Vl. 44, pp. 45-51, 1978 45 Printed in Great Britain Cmpany f Bilgists Limited 1977 The stabilizatin f mrphlgical field size during slime mld mrphgenesis By MICHAEL PEACOCK 1 AND DAVID

More information

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

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

More information

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

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

More information

A B C. 2. Some genes are not regulated by gene switches. These genes are expressed constantly. What kinds of genes would be expressed constantly?

A B C. 2. Some genes are not regulated by gene switches. These genes are expressed constantly. What kinds of genes would be expressed constantly? STO-143 Gene Switches Intrductin Bacteria need t be very efficient and nly prduce specific prteins when they are needed. Making prteins that are nt needed fr everyday cell metablism wastes energy and raw

More information

Evolution. Diversity of Life. Lamarck s idea is called the. If a body

Evolution. Diversity of Life. Lamarck s idea is called the. If a body Evlutin Diversity f Life Lamarck s Thery f Evlutin Lamarck s idea is called the. If a bdy part were used, it gt strnger. If bdy part NOT used, it deterirated Lamarck is credited with helping put evlutin

More information

SMART TESTING BOMBARDIER THOUGHTS

SMART TESTING BOMBARDIER THOUGHTS Bmbardier Inc. u ses filiales. Tus drits réservés. BOMBARDIER THOUGHTS FAA Bmbardier Wrkshp Mntreal 15-18 th September 2015 Bmbardier Inc. u ses filiales. Tus drits réservés. LEVERAGING ANALYSIS METHODS

More information

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018

Physics 2B Chapter 23 Notes - Faraday s Law & Inductors Spring 2018 Michael Faraday lived in the Lndn area frm 1791 t 1867. He was 29 years ld when Hand Oersted, in 1820, accidentally discvered that electric current creates magnetic field. Thrugh empirical bservatin and

More information

ChE 471: LECTURE 4 Fall 2003

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

More information

ENSC Discrete Time Systems. Project Outline. Semester

ENSC Discrete Time Systems. Project Outline. Semester ENSC 49 - iscrete Time Systems Prject Outline Semester 006-1. Objectives The gal f the prject is t design a channel fading simulatr. Upn successful cmpletin f the prject, yu will reinfrce yur understanding

More information

Writing Guidelines. (Updated: November 25, 2009) Forwards

Writing Guidelines. (Updated: November 25, 2009) Forwards Writing Guidelines (Updated: Nvember 25, 2009) Frwards I have fund in my review f the manuscripts frm ur students and research assciates, as well as thse submitted t varius jurnals by thers that the majr

More information

APPROVED FOR PUBLIC RELEASE. CASE

APPROVED FOR PUBLIC RELEASE. CASE Engineering Nte E»A22 rag Electrnic Cmputer Divisin Servmechaniuma Labratry Masachuset.tr. Institute f Technlgy Cambridge), Massachust.1 SUBJECT: T: Frm: RECTANGULAR-LOOP MAGNETIC CORE MATERIALS N 0 H

More information

AP CHEMISTRY CHAPTER 6 NOTES THERMOCHEMISTRY

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

More information

On Boussinesq's problem

On Boussinesq's problem Internatinal Jurnal f Engineering Science 39 (2001) 317±322 www.elsevier.cm/lcate/ijengsci On Bussinesq's prblem A.P.S. Selvadurai * Department f Civil Engineering and Applied Mechanics, McGill University,

More information

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

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

More information

Preparation work for A2 Mathematics [2017]

Preparation work for A2 Mathematics [2017] Preparatin wrk fr A2 Mathematics [2017] The wrk studied in Y12 after the return frm study leave is frm the Cre 3 mdule f the A2 Mathematics curse. This wrk will nly be reviewed during Year 13, it will

More information

MATCHING TECHNIQUES. Technical Track Session VI. Emanuela Galasso. The World Bank

MATCHING TECHNIQUES. Technical Track Session VI. Emanuela Galasso. The World Bank MATCHING TECHNIQUES Technical Track Sessin VI Emanuela Galass The Wrld Bank These slides were develped by Christel Vermeersch and mdified by Emanuela Galass fr the purpse f this wrkshp When can we use

More information

Investigating flower bud hardiness of new tree fruit cultivars. Other funding sources: None

Investigating flower bud hardiness of new tree fruit cultivars. Other funding sources: None FINAL PROJECT REPORT Prject Title: Investigating flwer bud hardiness f new tree fruit cultivars PI: Matthew Whiting Organizatin: WSU-Prsser Telephne: 509-786-9260 Email: mdwhiting@wsu.edu City: Prsser

More information

Dead-beat controller design

Dead-beat controller design J. Hetthéssy, A. Barta, R. Bars: Dead beat cntrller design Nvember, 4 Dead-beat cntrller design In sampled data cntrl systems the cntrller is realised by an intelligent device, typically by a PLC (Prgrammable

More information