NAME MINERALOGY AND OPTICAL CRYSTALLOGRAPHY FORENSIC APPLICATIONS OF X-RAY DIFFRACTION. λ ' 2d sinθ -1- I. Introduction

Size: px
Start display at page:

Download "NAME MINERALOGY AND OPTICAL CRYSTALLOGRAPHY FORENSIC APPLICATIONS OF X-RAY DIFFRACTION. λ ' 2d sinθ -1- I. Introduction"

Transcription

1 NAME MINERALOGY AND OPTICAL CRYSTALLOGRAPHY FORENSIC APPLICATIONS OF X-RAY DIFFRACTION I. Intrductin Our knwledge f the crystalline state is gained by studies utilizing x-rays (the field f x- ray crystallgraphy). Let us suppse that a beam f mnchrmatic x-rays is incident n a crystal (Fig. 1). If the wavelength f the x-rays is similar t that f the spacing between the planes f atms (fr example, let us assume we are using Cu K radiatin fr which λ = 1.54 Å, an α -10 Å = 1 x 10 m, a very small unit f distance) the x-rays will be scattered by the atms. Fr certain incident angles and spacings between the planes f atms cnstructive interference will ccur and a diffracted beam will leave the crystal at an angle equal t that f the incident beam. The relatinship between x-ray wavelength, angle f incidence and spacing between planes f atms is knwn as Bragg s Law. λ ' 2d sinθ Fig. 1. Interactin between x-rays and the crystal structure. Where λ is the x-ray wavelength, d is the spacing between planes f atms, and θ is the incident angle. While a very simple equatin, this relatinship represents a pwerful way t investigate the structure f crystalline materials. X-ray data fr crystalline materials is ften acquired using x-ray pwder diffractrmetry (Fig. 2). An x-ray tube prvides a mnchrmatic x-ray beam. Thus, the wavelength is knwn. The sample is in a fixed gemetry, usually pwder n a glass slide, and a sensr is scanned thrugh a 2θ angle (Fig. 3). When cnstructive interference ccurs a diffracted beam is sent t the sensr giving the 2θ angle. The remaining unknwn is the d spacing. Fr any particular mineral there are multiple paths with different d spacings, and each f these will be recrded. In additin, fr a mineral that cnsists f mre than ne element, the areal distributin f the different elements will vary as a functin f the plane that is diffracting the x-ray beam. Since different atms interact differently with the x-ray beam, the intensity f the diffracted signal varies as a functin f the particular atmic plane that is respnsible fr the diffracted beam. Thus, we btain a secnd imprtant piece f infrmatin, the intensity f the diffracted x-ray beam, which can be related t the cmpsitin f the crystalline slid. Tens f thusands f crystalline cmpunds have been characterized by x-ray diffractin. Taking int accunt the d-spacing and relative intensities f the diffracted beam virtually every crystalline cmpund has a unique x-ray fingerprint. This infrmatin is available in the American Sciety fr Testing and Materials Pwder Data File which is frequently updated and cntains infrmatin fr -1-

2 Figure 2. X-ray diffractmeter. all knwn crystalline materials. Thus, we have a pwerful methd fr identifying crystalline slids even if individual particles are very small. d ' λ 2sinθ d ' 1.54Å 2sinθ Figure 3. Clse-up view f x-ray tube, sensr, and sample (pwder n glass slide). 2θ is the angle between the x-ray tube and the sensr. What we usually measure is the 2θ angle frm which we can calculate the d spacing by slving Bragg s equatin fr d. In the fllwing prblems we will be using a cpper (Cu) x-ray tube in which case Bragg s law is Nte that the diffractin angle is measured as 2θ. In the equatin abve we use the θ angle. Hence, the 2θ angle must be divided by 2 t get the θ angle used in the equatin. Fr example, if the 2θ angle is 32, the θ angle is 16. Reference x-ray diffractin patterns fr a number f crystalline slids are attached t this exercise. These data are t be used in answering (slving) the fllwing prblems and cases. Fr the unknwn XRD patterns nly the three mst intense peaks are shwn fr each crystalline slid in the unknwn. II. Csmetics Varius minerals are used in csmetics t prvide clr and texture. In this exercise we will lk at several types f lipsticks fr which we have x-ray diffractin data. X-ray diffractin data fr 4 lipsticks are shwn belw. -2-

3 Figure 4. XRD pattern fr Trpez A. Figure 5. XRD pattern fr Trpez B. Figure 6. XRD pattern fr Avn Red K. Figure 7. XRD pattern fr Cver Girl Classic Red 1. Fr Trpez A (Fig. 4) list the 2 theta angle, relative intensity, and d-spacing fr each peak. 2θ I/I d (Å) 2. Des Trpez A (Fig. 4) cntain either chlrite r kalinite. Hw did yu make this determinatin? -3-

4 3. By lking at the 3 largest peaks in Trpez B (Fig. 5) and Cver Girl Classic Red (Fig. 7), d these lipsticks cntain the same minerals r are they different mineral assemblages? 4. D Avn Red K and Cver Girl Classic Red cntain any minerals in cmmn? If they cntain mineral(s) in cmmn, what rle might these mineral(s) play in the appearance f the lipsticks? 5. A yung man is murdered, apparently an act f passin. A lipstick smear is fund n his shirt cllar. The man was knwn t be dating tw wmen, and they are ptential suspects. When taken in fr questining Suspect A was wearing Trpez B lipstick and Suspect B was wearing Cver Girl Classic Red lipstick. Bth wmen claimed that it had been at least a week since they saw the victim. The lipstick smear recvered frm the victim s cllar gave the fllwing XRD pattern (Fig. 8). -4-

5 Figure 8. XRD pattern fr lipstick smear recvered frm victim. Frm this evidence, what can yu cnclude abut pssibility f either suspect being the murderer? Explain in detail? -5-

6 III. Pttery and Minerals Minerals are used in pttery fr the clay and glazes. Glazes are applied prir t firing f the pttery and prvide the clratin. Given that any particular type f pttery may cnsist f a relatively unique grup f minerals it is pssible t characterize pttery frm different surces. Pttery clays cnsists f mixtures f the fllwing minerals - bitite, chlrite, kalinite, kyanite, mntmrillnite, pyrphyllite, and quartz. Different mixtures f minerals are used depending n the desired prperties f the resulting pttery (ceramic). Minerals in the glazes are respnsible fr the final clr f the pttery (Table 1). Table 1. Minerals used fr pttery glazes Mineral Frmula Clr Cassiterite SnO2 white Cuprite Cu2O green (xidatin), red (reductin) Esklaite Cr2O3 green Gethite FeO(OH) yellw, tan, brwn Hematite Fe2O3 tan, brwn Ilmenite Fe(Ti,Mg)O3 tans and buffs Pyrlusite MnO2 red, blue, purple, black Rutile TiO2 yellw t tan (xidatin), blue and purple (reductin) Sphaercbaltite CCO3 blue Tenrite CuO green (xidatin), red (reductin) Zincite ZnO brwn 6. A piece f brken pttery is fund at a crime scene. The XRD pattern fr this pttery is shwn n the next page (Fig. 9). Identify the minerals in the pttery. T d this yu need t determine the tw theta values and relative intensities. List the minerals and the pertinent data belw. -6-

7 Figure 9. XRD pattern fr brken pttery fund at crime scene. 7. A piece f brken green pttery is fund at a crime scene. A persn f interest is apprehended and is fund t have small bits f green pttery embedded in his she. The x-ray patterns fr the crime scene (Fig. 10) and the pttery embedded in the she (Fig. 11) are shwn belw. Figure 10. XRD pattern fr brken pttery at crime scene. Figure 11. XRD pattern fr piece f pttery embedded in suspect s she. -7-

8 Identify the minerals in each pttery sample. Are there any differences? Explain. Is the pttery embedded in the suspect s she frm the crime scene? Explain. 8. A nndescript pwder is fund adhering t a suspect s pants leg. The XRD pattern fr this unknwn material is shwn belw (Fig. 12). Figure 12. XRD pattern fr pwder n suspect s pants. -8-

9 Identify the minerals in the pwder. List the minerals and the relevant x-ray data. What is the surce f this pwder? What was the mst likely clr f the bject that was the surce f the pwder? Explain. -9-

10 XRD REFERENCE SPECTRA -10 All spectra are fr Cu-Kα x-rays (λ = 1.54Å). Å = Angstrm, a unit f distance = 1 x 10 m. I/I is the relative intensity. I/I = 100 identifies the diffracted peak with the greatest intensity. The y-axis n each f the images is the relative intensity (I/I ). The line that extends t the tp f the graph represents the peak with the greatest intensity. Using Bragg s Law, fill in the missing values in the tables. The X-ray spectra and data reprted in the fllwing figures and tables are frm the site CLAYS IN POTTERY Bitite Chlrite

11 Kalinite Kyanite Mntmrillnite Pyrphyllite

12 Quartz d I/I θ 2θ POTTERY GLAZES Cassiterite Cuprite

13 Esklaite Gethite Hematite Ilmenite

14 Pyrlusite Rutile Sphaercbaltite Tenrite

15 Zincite d I/I θ 2θ COSMETICS Muscvite is used in sme csmetics t prvide a pearly-like appearance. Other minerals used in mdern csmetics are rutile and hematite fr yellwish and reddish clrs respectively. XRD data fr these tw minerals are fund in the preceding sectin fr Pttery Glazes. Muscvite d I/I θ 2θ

GEOL.3070 EARTH MATERIALS I FORENSIC APPLICATIONS OF X-RAY DIFFRACTION

GEOL.3070 EARTH MATERIALS I FORENSIC APPLICATIONS OF X-RAY DIFFRACTION GEOL.3070 EARTH MATERIALS I FORENSIC APPLICATIONS OF X-RAY DIFFRACTION NAME I. Introduction Our knowledge of the crystalline state is gained by studies utilizing x-rays (the field of x- ray crystallography).

More information

KEY. FIRST MIDTERM EXAM Chemistry March 2012 Professor Buhro. ID Number:

KEY. FIRST MIDTERM EXAM Chemistry March 2012 Professor Buhro. ID Number: KEY FIRST MIDTERM EXAM Chemistry 465 1 March 2012 Prfessr Buhr _ KEY Signature _ KEY Print Name Clearly ID Number: Infrmatin. This is a clsed-bk exam; n bks, ntes, ther students, ther student exams, r

More information

Extended Inventory Items

Extended Inventory Items Extended Inventry Items Using the Item Number SmartFinder buttn Extended Inventry Items Extended Inventry Items is an enhanced replacement fr the Sage I/C Items screen. It prvides yu with mre functinality

More information

Resource Tracker User Guide

Resource Tracker User Guide Revisin: 05 Effective Date: 02/22/2019 Prepared By: PJM Client Management [Type text] PJM User Guide: Resurce Tracker Table f Cntents Apprval... 2 Current Revisin... Errr! Bkmark nt defined. Intrductin...

More information

5. EXAMPLE OF A DEGREE DAY MODEL: HINTEREISFERNER, AUSTRIA

5. EXAMPLE OF A DEGREE DAY MODEL: HINTEREISFERNER, AUSTRIA Glacial Gelgy 5. Example f a Degree Day Mdel 5. EXAMPLE OF A DEGREE DAY MODEL: HINTEREISFERNER, AUSTRIA 30 + 25 = 55 Pints Objective: t create a psitive degree-day mdel f glacial mass balance. Yu shuld

More information

NEW LAWS REGARDING BUILDING PRODUCTS (QLD)

NEW LAWS REGARDING BUILDING PRODUCTS (QLD) BUILDING SERVICES Ref: LEG 17-05 Current at Nvember 2017 NEW LAWS REGARDING BUILDING PRODUCTS (QLD) Frm 1 Nvember new laws regarding nn-cnfrming building prducts apply t all building prjects in Queensland.

More information

Danyal Education. Unit 10 Structure of the Periodic Table. A Group II. B Group V C Group VI. o o. o o

Danyal Education. Unit 10 Structure of the Periodic Table. A Group II. B Group V C Group VI. o o. o o Unit 10 Structure f the Peridic Table Multiple- Chice Qrestins 1. A bar chart fr sme elements is shwn belw NOF Element Ne Na Mg Which f the fllwing culd the vertical axis represent? A the number f uter

More information

Student Exploration: Plants and Snails

Student Exploration: Plants and Snails Name: Date: Student Explratin: Plants and Snails Vcabulary: brmthyml blue (BTB), carbn dixide-xygen cycle, indicatr, interdependence Prir Knwledge Questins (D these BEFORE using the Gizm.) 1. What imprtant

More information

Chapter 14 Glass Evidence

Chapter 14 Glass Evidence Chapter 14 Glass Evidence By the end f this chapter yu will be able t: Explain hw glass is frmed List sme f the characteristics f glass Prvide examples f different types f glass Calculate the density f

More information

CSI Student Information and FAQ Guide

CSI Student Information and FAQ Guide CSI Student Infrmatin and FAQ Guide 2013 Welcme t CSI! As a student f ne f CSI s academic partners, yu can benefit frm discunted pricing at CSI. Please read thrugh this dcument carefully, it cntains imprtant

More information

ACTIVITY DIAGRAM. Activity diagrams of the internal view are also suitable as a basis for instructions.

ACTIVITY DIAGRAM. Activity diagrams of the internal view are also suitable as a basis for instructions. ACTIVITY DIAGRAM Activity diagrams are suitable t shw the internal prcesses f a business system. Cntrary t activity diagrams f the external view, in activity diagrams f the internal view the relatinships

More information

Guidance notes for completing the International Start-up Form

Guidance notes for completing the International Start-up Form Guidance ntes fr cmpleting the Internatinal Start-up Frm These guidance ntes are designed t supprt yu in cmpleting the Internatinal start-up frm. Yu will als need t refer t a) yur Stage 2 applicatin frm

More information

Experiment 2b X-Ray Diffraction* Optical Diffraction Experiments

Experiment 2b X-Ray Diffraction* Optical Diffraction Experiments * Experiment 2b X-Ray Diffraction* Adapted from Teaching General Chemistry: A Materials Science Companion by A. B. Ellis et al.: ACS, Washington, DC (1993). Introduction Inorganic chemists, physicists,

More information

ITIL FOUNDATION SUMMARY NOTES. Sessions

ITIL FOUNDATION SUMMARY NOTES. Sessions ITIL FOUNDATION SUMMARY NOTES Sessins 2 Service Management as a Practice 2 3 Service Lifecycle 3 4 Service Strategy 4 5 Service Design 5 6 Service Transitin 6 7 Service Operatin 7 8 Cntinual Service Imprvement

More information

Chapter 15 Glass Evidence By the end of this chapter you will be able to:

Chapter 15 Glass Evidence By the end of this chapter you will be able to: 1 Frensic Science: Fundamentals & Investigatins, 2e Cengage/NGL/Suth-Western 2016 Glass Evidence By the end f this chapter yu will be able t: 15.1 Describe the three majr cmpnents f glass. 15.2 Cmpare

More information

Acceptance criteria for process capability indexes generated from statistical tolerance intervals as per ISO

Acceptance criteria for process capability indexes generated from statistical tolerance intervals as per ISO Acceptance criteria fr prcess capability indexes generated frm statistical tlerance intervals as per Backgrund Justificatin fr sampling plans and statistical analysis f results is a requirement fr prcess

More information

Building an Electric Heater

Building an Electric Heater Science, Technlgy, Engineering and Math Objectives: Students will research science tpics including: Heat and temperature change Wire resistance Electrical heating pwer Heating and cling rate Students will

More information

Lecture # 8 -- Subsidies/Consumer Behavior: An Introduction to the Concept of Utility

Lecture # 8 -- Subsidies/Consumer Behavior: An Introduction to the Concept of Utility Lecture # 8 -- Subsidies/Cnsumer Behavir: An Intrductin t the Cncept f Utility I. Subsidies In the case f a subsidy, we shift the demand r supply ut by the amunt f the subsidy The example belw shifts demand

More information

My Webvantage How to Setup blue

My Webvantage How to Setup blue My Webvantage Hw t Setup blue THE WORKSPACE Webvantage is the brwser-based prtal that rganizes yur wrk, cnnects everyne in yur cmpany, and prvides the infrmatin yu need t make imprtant and time-sensitive

More information

Introduction to Enlighten

Introduction to Enlighten Intrductin t Enlighten Cntents Cntents ------------------------------------------------------------------------------------------------------------------------------------------- Enlighten verview -----------------------------------------------------------------------------------------------------------------------------

More information

Introduction to Moodle: Lesson 4 Discussions

Introduction to Moodle: Lesson 4 Discussions Intrductin t Mdle: Lessn 4 Discussins One f the attractive ptins f Mdle is the pssibility f engaging yur students in nline discussins f tpics f yur chice. These discussins will take place in frums that

More information

The BLOOM Performance Review Decision Guide

The BLOOM Performance Review Decision Guide The BLOOM Perfrmance Review Decisin Guide Intrductin Planning yur perfrmance review prcess needs careful cnsideratin. Sme questins yu might be cnsidering are: 1. Hw ften will the rganizatin cmplete frmal

More information

Eagle Scout Notebook Golden Eagle District (October 22, 2012)

Eagle Scout Notebook Golden Eagle District (October 22, 2012) Eagle Scut Ntebk Glden Eagle District (Octber 22, 2012) Purpse The purpse f this dcument is guide the Eagle Scut candidate thugh the prcess f creating the Eagle Scut Ntebk that is t be submitted t the

More information

The MX-Contact Marketing Module Overview

The MX-Contact Marketing Module Overview The MX-Cntact Marketing Mdule Overview www.mxcntact.cm The cmplete Custmer Relatinship, Cntact Management and Sales Autmatin System fr Micrsft Outlk Table f Cntents 1 Intrductin...1 2 Direct Marketing

More information

On-line estimation of colour, turbidity and ph values in sugar refining process

On-line estimation of colour, turbidity and ph values in sugar refining process Indian Jurnal f Engineering & Materials Sciences Vl. 3, June 1996, pp. 96-100 On-line estimatin f clur, turbidity and values in sugar refining prcess R Gvindaraj & P E Sankaranarayanan Ccnual Hccunic-,

More information

TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE

TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE TOWN OF PAYSON WATER DEPARTMENT BACKFLOW PREVENTION PROGRAM CUSTOMER INFORMATION PACKAGE TOWN OF PAYSON Backflw Preventin Prgram Develpers, Cntractrs and Paysn Residents: An apprved backflw preventin assembly

More information

EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directorate B Growth and Innovation Circular Economy and Industrial Leadership

EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directorate B Growth and Innovation Circular Economy and Industrial Leadership EUROPEAN COMMISSION DIRECTORATE-GENERAL JOINT RESEARCH CENTRE Directrate B Grwth and Innvatin Circular Ecnmy and Industrial Leadership Seville, 6 th April 2018 Level(s) testing phase Guidance and rules

More information

Send My Ad Publications User s Guide

Send My Ad Publications User s Guide Send My Ad Publicatins User s Guide Welcme t the ASHRAE Magazine Print Ad Prtal ASHRAE s print magazine Advertising Prtal allws clients t submit ad materials quickly and easily. Yu can uplad yur advertising

More information

Your available balance is displayed on the lower left-hand side of the myprintcenter, as highlighted below.

Your available balance is displayed on the lower left-hand side of the myprintcenter, as highlighted below. Using the LSC Pay-t-Print myprintcenter Website LSC Students, Faculty and Staff and HCPL r MCML Library Card hlders What can I d with the myprintcenter? With myprintcenter (Standard) yu can: Check available

More information

Customer best practices

Customer best practices Custmer dcument Custmer best practices Recmmendatins fr new Basware transactin services custmers Basware Crpratin Cpyright Basware Crpratin All rights reserved 1 (11) 1 Intrductin Our best advice This

More information

M. Conner Name: A 1/60 scale model truss bridge is to be designed and built using standard file folders.

M. Conner Name: A 1/60 scale model truss bridge is to be designed and built using standard file folders. M. Cnner Name: Date: Perid: Prblem Statement: A 1/60 scale mdel truss bridge is t be designed and built using standard file flders. Design Requirements: The scale mdel must be a truss with a ttal span

More information

HOW TO MAKE DECISIONS DEMOCRATICALLY! Time: Varies Age: All WHY IS IT IMPORTANT?

HOW TO MAKE DECISIONS DEMOCRATICALLY! Time: Varies Age: All WHY IS IT IMPORTANT? HOW TO MAKE DECISIONS DEMOCRATICALLY! Time: Varies Age: All WHY IS IT IMPORTANT? Grup decisin-making is ne way yur grup practices demcracy. Nt nly is it imprtant fr yu t make a gd decisin, but t make it

More information

epro FAQ Clearing the Browser Cache

epro FAQ Clearing the Browser Cache Clearing the Brwser Cache epr FAQ Blank Screen (N Menu Present) Errr Adding an Item t the Cart (Item Unavailable) Accunting Date is Nt Open Missing Requisitins in Manage Requisitins Requisitin Statuses

More information

Forensic Science: Fundamentals & Investigations, 2e Chapter 15. All rights Reserved Cengage/NGL/South-Western 2016

Forensic Science: Fundamentals & Investigations, 2e Chapter 15. All rights Reserved Cengage/NGL/South-Western 2016 1 Frensic Science: Fundamentals & Investigatins, 2e Cengage/NGL/Suth-Western 2016 Glass Evidence By the end f this chapter yu will be able t: 15.1 Describe the three majr cmpnents f glass. 15.2 Cmpare

More information

Energy Consumption, Transformation and Sources

Energy Consumption, Transformation and Sources Energy Cnsumptin, Transfrmatin and Surces Lecture #3 HNRS 228 Energy and the Envirnment iclicker Questin Fssil fuels are derived frm bilgical material prduced A at the time f the industrial revlutin B

More information

Questions for Capstone Service Desk Site Visit

Questions for Capstone Service Desk Site Visit Questins fr Capstne Service Desk Site Visit Name: Title: Cmpany: Descriptin f Services: Website: Cmment [F1]: Can yu please list yur name, cmpany yu wrk fr, type f business it is, and yur psitin, as well

More information

ABC Business Magazines Reporting Standards (UK)

ABC Business Magazines Reporting Standards (UK) September 2016 ABC Business Magazines Reprting Standards (UK) Changes have been agreed t the ABC Business Magazine and Multi-Platfrm Reprting Standards. We have updated the latest Reprting Standards t

More information

Web Financial Office How to Setup a New HR User and Security Specialized Data Systems, Inc Revised Last:

Web Financial Office How to Setup a New HR User and Security Specialized Data Systems, Inc Revised Last: Specialized Data Systems, Inc. Web Financial Office Specialized Data Systems, Inc. 2017 Revised Last: 2.22.2017 Table f Cntents... 3 Adding & Setting Up a New Emplyee...3 Input New Emplyee Basic Demgraphics...

More information

Procurement Gateway & I Want Doc User Guide https://gateway.procurement.cornell.edu/

Procurement Gateway & I Want Doc User Guide https://gateway.procurement.cornell.edu/ Prcurement Gateway & I Want Dc User Guide https://gateway.prcurement.crnell.edu/ Prcurement Gateway Once yu lg int the Prcurement Gateway, the system will identify wh yu are and yur primary FTC/BSC yu

More information

Activity Insight User Guide

Activity Insight User Guide Cntents: Overview Wh is Required t Reprt Accessing System Reasns fr Cllecting Data Entering Activity Infrmatin Manual Data Entry Selecting Activities fr Web Prfile Running Reprts Custmized Reprts Ad Hc

More information

Cochrane Statistical Methods Training Course. Minutes and actions from the session: Statistical contribution to CRGs

Cochrane Statistical Methods Training Course. Minutes and actions from the session: Statistical contribution to CRGs Cchrane Statistical Methds Training Curse 4 5 th March 2010, Cardiff, UK Minutes and actins frm the sessin: Statistical cntributin t CRGs Facilitatr: Steff Lewis Minutes: J McKenzie This sessin began with

More information

GUIDE TO TREND MAPPING

GUIDE TO TREND MAPPING GUIDE TO TREND MAPPING Example Trend Map 1 TREND MAPPING OVERVIEW What is a trend map? A trend map is a visual depictin f relevant trends influencing the system arund a given tpic. It is develped using

More information

SURVEY PROJECT Rubric & Checklist

SURVEY PROJECT Rubric & Checklist SURVEY PROJECT Rubric & Checklist Name: Overall expectatin C1: By the end f the curse, students demnstrate an understanding f the rle f data in statistical studies and the variability inherent in data,

More information

Business Analysis: Concepts, Tools and Techniques

Business Analysis: Concepts, Tools and Techniques Cmmitment / Visin / Results SM Office: (919) 495-7371 Email: inf@cvr-it.cm Web site: www.cvr-it.cm Business Analysis: Cncepts, Tls and Techniques Curse Overview Business Analysis: Cncepts, Tls and Techniques

More information

CHERRYTREE FARM CAMPING WEBSITE AND MARKETING PRIVACY NOTICE

CHERRYTREE FARM CAMPING WEBSITE AND MARKETING PRIVACY NOTICE CHERRYTREE FARM CAMPING WEBSITE AND MARKETING PRIVACY NOTICE INTRODUCTION Welcme t the Cherry Tree Farm Camping's privacy ntice. Cherry Tree Farm Camping respects yur privacy and is cmmitted t prtecting

More information

Marketing Research: Process and Systems for Decision Making

Marketing Research: Process and Systems for Decision Making Chapter 2 Marketing Research: Prcess and Systems fr Decisin Making High-Level Chapter Outline I. The Rle f Marketing Research II. The Marketing Research Prcess A. Purpse f the Research B. Plan f the Research

More information

Delivering World Class Support Services

Delivering World Class Support Services The Cmpass Service Framewrk Delivering Wrld Class Supprt Services Our Standard Operating Platfrm The Cmpass Service Framewrk (CSF) is ur Standard Operating platfrm develped t deliver high quality and efficient

More information

Energy Consumption. Rated Life. Environmental Considerations

Energy Consumption. Rated Life. Environmental Considerations Energy Cnsumptin When cmparing LED t metal halide street lighting, there is typically a 50 percent energy reductin with cmparable light levels. Fr example, a 250-watt metal halide fixture wuld typically

More information

KNOWLEDGE CAPTURE INTERVIEW

KNOWLEDGE CAPTURE INTERVIEW Inter-American Develpment Bank KNOWLEDGE AND LEARNING SECTOR (KNL) TECHNICAL NOTES KNOWLEDGE CAPTURE INTERVIEW N. IDB-TN-424 June 2012 KNOWLEDGE CAPTURE INTERVIEW Inter-American Develpment Bank 2012 http://www.iadb.rg

More information

Definition of General Concepts

Definition of General Concepts Service desk cnfiguratin guide Definitin f General Cncepts The Slutin Manager Service Desk is based n CRM 5.0. The IMG activities t cnfigure the Service Desk, service prvider, system huse and sftware partner

More information

2014 Water Quality Report for Harbor Beach Water Treatment Plant

2014 Water Quality Report for Harbor Beach Water Treatment Plant This reprt cvers the drinking water quality fr the Harbr Beach Water Treatment Plant fr the calendar year 2014. This infrmatin is a snapsht f the quality f the water prvided t yu in 2014. Included are

More information

What is the deadline to sign up for Rockwell Automation TechED EMEA? What is the cost to register for the Rockwell Automation TechED EMEA event?

What is the deadline to sign up for Rockwell Automation TechED EMEA? What is the cost to register for the Rockwell Automation TechED EMEA event? Registratin Questins What is the deadline t sign up fr Rckwell Autmatin TechED EMEA? When sessin registratin pens in July 2017, yu may register t attend, select sessins and/r change yur sessin selectin

More information

Using EMV Devices with Shift4 Payments

Using EMV Devices with Shift4 Payments This dcument is intended fr merchants wh have EMV-capable payment devices that have already been cnfigured in the Universal Transactin Gateway (UTG ) TuneUp. The dcument utlines the steps needed t enable

More information

Health Safety and Environment Management System (HSE-MS)

Health Safety and Environment Management System (HSE-MS) Health Safety and Envirnment Management System (HSE-MS) Requirements t manage health, safety and envirnment activities Helps prtect emplyees Ensures cmpliance with Oman legal requirements Includes ISO

More information

The temperature dependence of hardness of snow. Katutosi Tusima INTRODUCTION

The temperature dependence of hardness of snow. Katutosi Tusima INTRODUCTION The temperature dependence f hardness f snw Katutsi Tusima Abstract. The temperature dependence f hardness f snw was investigated by the use f Kinsita's hardness gauge in a temperature range frm 0 t -56

More information

September ABC Consumer Magazines Reporting Standards (UK)

September ABC Consumer Magazines Reporting Standards (UK) September 2018 ABC Cnsumer Magazines Reprting Standards (UK) Changes have been agreed t the ABC Cnsumer Magazine Reprting Standards. We have updated the latest Reprting Standards t incrprate these changes

More information

Chapter 7 DNA Fingerprinting By the end of this chapter you will be able to:

Chapter 7 DNA Fingerprinting By the end of this chapter you will be able to: Chapter 7 DNA Fingerprinting By the end f this chapter yu will be able t: Explain hw crime scene evidence is cllected and prcessed t btain DNA Describe hw radiactive prbes are used in DNA fingerprinting

More information

EVAPOTRANSPIRATION IN FOREST STANDS OF THE SOUTHERN APPALACHIAN MOUNTAINS J. L. KOVNEE Southeastern Forest Experiment Station, Forest Service, USDA

EVAPOTRANSPIRATION IN FOREST STANDS OF THE SOUTHERN APPALACHIAN MOUNTAINS J. L. KOVNEE Southeastern Forest Experiment Station, Forest Service, USDA EVAPOTRANSPIRATION IN FOREST STANDS OF THE SOUTHERN APPALACHIAN MOUNTAINS J. L. KOVNEE Sutheastern Frest Experiment Statin, Frest Service, USDA Experiments at the Cweeta Hydrlgic Labratry in the high rainfall

More information

Making the move from Sage Abra Suite (FoxPro) to Sage HRMS (SQL)

Making the move from Sage Abra Suite (FoxPro) to Sage HRMS (SQL) Making the mve frm Sage Abra Suite (FxPr) t Sage HRMS (SQL) 5272 S. LEWIS, SUITE 100 TULSA, OK 74105 918.496.1600 TOLL FREE: 877.496.1600 Making the mve frm Sage Abra Suite (FxPr) t Sage HRMS (SQL) As

More information

NE-10964C Cloud & Datacenter Monitoring with System Center Operations Manager

NE-10964C Cloud & Datacenter Monitoring with System Center Operations Manager NE-10964C Clud & Datacenter Mnitring with System Center Operatins Summary Duratin Level Technlgy Delivery Methd Training Credits Classrm ILT 5 Days Advanced System Center Virtual ILT On Demand SATV Intrductin

More information

NOAA, SRS, and USFS/NSTA Symposium: Earth Then, Earth Now: Our Changing Climate

NOAA, SRS, and USFS/NSTA Symposium: Earth Then, Earth Now: Our Changing Climate NOAA, SRS, and USFS/NSTA Sympsium: Earth Then, Earth Nw: Our Changing Climate NSTA Natinal Cnference n Science Educatin, New Orleans, LA NOAA, SRS, and USFS/NSTA Sympsium: Earth Then, Earth Nw: Our Changing

More information

How it works. The following pages provide step by step instructions on the main stages of the MYOB Integration Module.

How it works. The following pages provide step by step instructions on the main stages of the MYOB Integration Module. Integrating MYOB with TimePr With TimePr s MYOB Integratin Mdule, yu can imprt TimePr time recrds int MYOB fr invice prcessing r payrll integratin. These recrds are then used t generate: Sales Invices,

More information

2017 Water Quality Report for Harbor Beach Water Treatment Plant 1

2017 Water Quality Report for Harbor Beach Water Treatment Plant 1 2017 Water Quality Reprt fr Harbr Beach Water Treatment Plant 1 This reprt cvers the quality fr the Harbr Beach Water Treatment Plant fr the calendar year 2017. This infrmatin is a snapsht f the quality

More information

SUNBURST SKI & SNOWBOARD CLUB PROGRAM PARENT, CLUB MEMBER & ADVISOR INFORMATION

SUNBURST SKI & SNOWBOARD CLUB PROGRAM PARENT, CLUB MEMBER & ADVISOR INFORMATION SUNBURST SKI & SNOWBOARD CLUB PROGRAM PARENT, CLUB MEMBER & ADVISOR INFORMATION Thank yu fr yur interest in Sunburst s Ski & Snwbard Club Prgram! The infrmatin belw summarizes ur Club prgram s purpse and

More information

Notes and guidance: Paper 1 Section B Poetic voices

Notes and guidance: Paper 1 Section B Poetic voices Ntes and guidance: Paper 1 Sectin B Petic vices This resurce explains hw the questin in the specimen assessment materials fr AS Paper 1, Sectin B, Petic vices, addresses the assessment bjectives, with

More information

Communications White Paper

Communications White Paper Intrductin The quality and effectiveness f the cmmunicatin between the prject and the stakehlder grups is a significant cntributing factr t prject success r failure. Cmmunicatin is abut sending and receiving

More information

To download the documentation mentioned above, log into your Ariba SN account and navigate to Help link from the top of the page.

To download the documentation mentioned above, log into your Ariba SN account and navigate to Help link from the top of the page. Intrductin This dcument cntains Cummins specificatins and requirements fr supplier invice file transactins. The infrmatin in this dcument is specific t Cummins internal requirements, nt necessarily the

More information

LEARNING OBJECTIVES Boot Campers will learn:

LEARNING OBJECTIVES Boot Campers will learn: LOOSE LIPS CAN SINK AN ENTIRE CONGREGATION The destructive effects f gssip, gab, and the grapevine can undermine perfrmance and damage wrking relatinships. When txic talk infects an entire rganizatin,

More information

ABC OF... PHYSICAL RESOURCES

ABC OF... PHYSICAL RESOURCES M ABC OF... PHYSICAL RESOURCES O D U L E 14 Published by the Department f Basic Educatin 222 Struben Street Private Bag X 895, Pretria, 0001 Website: www.educatin.gv.za r Thuthng Department f Basic Educatin

More information

Career Entry and Development Profile Companion Guide. A Guide for ITT Tutors and Induction Tutors

Career Entry and Development Profile Companion Guide. A Guide for ITT Tutors and Induction Tutors Career Entry and Develpment Prfile Cmpanin Guide A Guide fr ITT Tutrs and Inductin Tutrs Intrductin Wh is the cmpanin guide fr? This guide is fr initial teacher training (ITT) tutrs wrking with trainees/teachers,

More information

In this fact sheet we answer the four most common questions new clients ask:

In this fact sheet we answer the four most common questions new clients ask: Wrking With Federal Prpsals Intrductin In this fact sheet we answer the fur mst cmmn questins new clients ask: What tasks d yu perfrm and what d yu need frm us? Hw d we use the Virtual War Rms? Hw much

More information

HUBSPOT CERTIFICATION STUDY GUIDE

HUBSPOT CERTIFICATION STUDY GUIDE Yur Exam Study Guide The fllwing guide walks thrugh key lessns frm each f the HubSpt Training curses prvided in the certificatin curriculum. Use this additinal resurce as yu prepare fr yur exam t imprve

More information

Modelling IGCC Plants Using the Simulation Tool Ebsilon Professional

Modelling IGCC Plants Using the Simulation Tool Ebsilon Professional Mdelling IGCC Plants Using the Simulatin Tl Ebsiln Prfessinal Dr. Reiner Pawellek, STEAG KETEK IT GmbH, Zwingenberg Abstract The effrts fr a reductin f the CO2 exhaust und the develpment and enhancement

More information

DATA ON THE 4PS. WCAI Research Opportunity 27 September

DATA ON THE 4PS. WCAI Research Opportunity 27 September DATA ON THE 4PS FOR A MULTI-CHANNEL/MULTI-BRAND RETAILER WCAI Research Opprtunity 27 September 2012 1 http://wcai.whartn.upenn.edu @WhartnCAI WHY SHOULD YOU SUBMIT A PROPOSAL? Access t unique data Simple,

More information

M. Conner Name: A 1/60 scale model truss bridge is to be designed and built using standard file folders.

M. Conner Name: A 1/60 scale model truss bridge is to be designed and built using standard file folders. M. Cnner Name: EA2: Truss Design Assignment Date: Perid: Prblem Statement: A 1/60 scale mdel truss bridge is t be designed and built using standard file flders. Design Requirements: The scale mdel must

More information

Team Assignment 5: Locating & Evaluating Magazine and Newspaper Articles

Team Assignment 5: Locating & Evaluating Magazine and Newspaper Articles Team Assignment 5: Lcating & Evaluating Magazine and Newspaper Articles Team Assignment 5: Lcating & Evaluating Magazine and Newspaper Articles This assignment will intrduce yu t the fundamentals f lcating

More information

NOAA/NSTA Symposium: Coral Ecosystems Thursday, March 27, 2008

NOAA/NSTA Symposium: Coral Ecosystems Thursday, March 27, 2008 NOAA/NSTA Sympsium: Cral Ecsystems NSTA Natinal Cnference n Science Educatin, Bstn, MA NOAA/NSTA Sympsium: Cral Ecsystems Thursday, 1:30 PM 1:55 PM Welcme, Intrductins, Gals fr the Sympsium Al Byers, Assistant

More information

Creating Your IntraVet Practice Profile

Creating Your IntraVet Practice Profile Creating Yur IntraVet Practice Prfile Create yur wn practice prfile with the infrmatin yu want t review by using IntraVet s extensive reprting system. Yu can then use this infrmatin as a tl in the management

More information

Guidance on the Privacy and Electronic Communications (EC Directive) Regulations

Guidance on the Privacy and Electronic Communications (EC Directive) Regulations Infrmatin Security Guidance Title: Status: Guidance n the Privacy and Electrnic Cmmunicatins (EC Directive) Regulatins Released 1. Purpse This guidance n the Privacy and Electrnic Cmmunicatins (EC Directive)

More information

Forensic Science: Fundamentals & Investigations, 2e Chapter 14. All rights Reserved Cengage/NGL/South-Western 2016

Forensic Science: Fundamentals & Investigations, 2e Chapter 14. All rights Reserved Cengage/NGL/South-Western 2016 1 Frensic Science: Fundamentals & Investigatins, 2e Cengage/NGL/Suth-Western 2016 Frensic Anthrplgy By the end f this chapter yu will be able t: 14.1 Summarize the infrmatin a frensic anthrplgist derives

More information

Version 4.0 LineDesign Engineering 11/1/04

Version 4.0 LineDesign Engineering 11/1/04 Ple Lading Prgram (Transverse, Vertical, Guying & Buckling) User's Guide Versin 4.0 LineDesign Engineering 11/1/04 Cntents Intrductin 3 Descriptin f Tabs 4-7 Ple Data 7 Wire Data 8-9 Inputs, Drives & Flders.....

More information

Inventory Control Models Chapter 6

Inventory Control Models Chapter 6 Lecture 9 Intrductin Inventry Cntrl Mdels Chapter 6 T accmpany uantitative Analysis fr Management, Eleventh Editin, by Render, Stair, and Hanna n Inventry is an expensive and imprtant asset t many cmpanies.

More information

CRM Reports Module. Dolphin Dynamics

CRM Reports Module. Dolphin Dynamics Dlphin Dynamics CRM Reprts Mdule Cpyright 2016 Dlphin Dynamics Ltd. The infrmatin cntained herein is the prperty f Dlphin Dynamics Ltd. N part f this publicatin may be reprduced, stred in a retrieval system,

More information

Business 59 Promoting Your Small Business

Business 59 Promoting Your Small Business BUS 59 Syllabus Business 59 Prmting Yur Small Business Curse Overview and Syllabus Fall 2014 / 5 Units Curse Descriptin: This new curse fcuses n methds f prmtin fr small businesses. Students will examine

More information

Compliance with Canadian Data Protection Laws: Are Retailers Measuring Up?

Compliance with Canadian Data Protection Laws: Are Retailers Measuring Up? Cmpliance with Canadian Data Prtectin Laws: Are Retailers Measuring Up? EXECUTIVE SUMMARY The Persnal Infrmatin Prtectin and Electrnic Dcuments Act ( PIPEDA ) was intrduced in 2001 t prtect Canadians frm

More information

IESBA Meeting (March 2013) Agenda Item

IESBA Meeting (March 2013) Agenda Item Agenda Item 7-A Backgrund Lng Assciatin f Senir Persnnel (Including Partner Rtatin) with an Audit Client Matters fr Cnsideratin 1. Paragraph 290.150 f the IESBA Cde f Ethics fr Prfessinal Accuntants (the

More information

Apprenticeship ERR Workbook

Apprenticeship ERR Workbook Apprenticeship ERR Wrkbk Emplyee Rights and Respnsibilities Welcme and Intrductin Dear apprentice, Bth emplyers and emplyees have a range f statutry rights and respnsibilities under Emplyment Law. It is

More information

The purpose of IPRO 304 is to create a software package to assist A. Finkl & Sons in tracking of parts in heat treatment furnaces.

The purpose of IPRO 304 is to create a software package to assist A. Finkl & Sons in tracking of parts in heat treatment furnaces. Prject Plan Reprt: Heat Treat Subgrup 1.0 Objective The purpse f IPRO 304 is t create a sftware package t assist A. Finkl & Sns in tracking f parts in heat treatment furnaces. Objective fr Spring 2008:

More information

FACILITATOR GUIDE VERSION

FACILITATOR GUIDE VERSION FACILITATOR GUIDE VERSION 2.0 2016 2017 Welcme t the facilitatr guide fr Rtary Znes 28 & 29 One Rtary Summit. We have wrked t refresh the One Rtary Summit cntent frm last year t encurage even mre dialgue

More information

Principles for Sound Stress Testing Practices and Supervision

Principles for Sound Stress Testing Practices and Supervision P1.T4. Valuatin & Risk Mdels Principles fr Sund Stress Testing Practices and Supervisin Binic Turtle FRM Study Ntes By David Harper, CFA FRM CIPM www.binicturtle.cm Principles fr Sund Stress Testing Practices

More information

Fuel Poverty Dataset - Supplementary Variables Documentation

Fuel Poverty Dataset - Supplementary Variables Documentation UK Data Archive Study Number 7833 - English Husing Survey: Fuel Pverty Dataset, 2013 Fuel Pverty Dataset - Supplementary Variables Dcumentatin 2010-13 2013 1 1. Infrmatin The fuel pverty supplementary

More information

White Paper on Distributor Inventory Why distributors have too much Inventory

White Paper on Distributor Inventory Why distributors have too much Inventory 2014 White Paper n Distributr Inventry Why distributrs have t much Inventry Since 2007 the United States has been In and wrking its way ut f a recessin In 2013-14 Whlesalers are finding that THINGS are

More information

AAM Direct Suppliers AAM Supplier Portal Basic External Pull Usage

AAM Direct Suppliers AAM Supplier Portal Basic External Pull Usage August 25, 2006 T: Subject: AAM Direct Suppliers AAM Supplier Prtal Basic External Pull Usage The purpse f this guide is t present a walkthrugh f the new AAM Supplier Prtal fr meeting External Pull requirements.

More information

Official Rules. The McAllen Business Plan Competition - Official Rules 2018

Official Rules. The McAllen Business Plan Competition - Official Rules 2018 Official Rules REGULATION MC-BD-FO-1229V00 The McAllen Business Plan Cmpetitin - Official Rules 2018 The cmpetitin is intended t simulate the real-wrld prcess f entrepreneurs sliciting start-up funds frm

More information

External MyVP. Table of Contents

External MyVP. Table of Contents External MyVP Table f Cntents Xenrll Prcess:... 3 Passwrd Reset prcess:... 5 Frgt passwrd:... 6 Lgging In... 8 Hme screen:... 9 Manage Vendr number:... 9 Add Vendr Number:... 10 Remving a Vendr:... 10

More information

X-Ray Diffraction Analysis

X-Ray Diffraction Analysis 162402 Instrumental Methods of Analysis Unit III X-Ray Diffraction Analysis Dr. M. Subramanian Associate Professor Department of Chemical Engineering Sri Sivasubramaniya Nadar College of Engineering Kalavakkam

More information

DESIGN STEPS USING ADAPT FLOOR-PRO 1

DESIGN STEPS USING ADAPT FLOOR-PRO 1 Technical Nte Structural Cncrete Sftware System TN230_PT_design_prcedure_FP_12 053007 DESIGN STEPS USING ADAPT FLOOR-PRO 1 Bijan O Aalami 2 This Technical Nte utlines the steps that yu have t fllw in designing

More information

Packaging regulations

Packaging regulations Packaging regulatins This guidance applies t yu if yu wn, manage r wrk fr a business that prduces, uses r handles packaging r packaging materials. Prducer Respnsibility Obligatins - What yu must d! If

More information

Figure 1: The Process of Extrusion.

Figure 1: The Process of Extrusion. Experiment (4) Extrusin Operatins Dr. Mhammad Al-tahat Department f Industrial Engineering. University f Jrdan. Lab. Of Manufacturing Prcesses. Curse N: 90641, 090641 1. Objective: The main bjective f

More information