EFFECTIVE SCIENTIFIC PRESENTATIONS

Size: px
Start display at page:

Download "EFFECTIVE SCIENTIFIC PRESENTATIONS"

Transcription

1 EFFECTIVE SCIENTIFIC PRESENTATIONS Dan Seaton Royal Observatory of Belgium Space Science Training Week KULeuven 2013 September 16 Why does most scientific communication go wrong? Often, the problem is that PowerPoint templates reduce nuance and cause speakers to try to fit their information into inappropriately narrow constraints.

2 Slideware often reduces the analytical quality of presentations. In particular, the popular PowerPoint templates (ready-made designs) usually weaken verbal and spatial reasoning, and almost always corrupt statistical analysis. What is the problem with PowerPoint? And how can we improve our presentations? Edward Tufte, The Cognitive Style of PowerPoint (2006) Slideware can help speakers to outline their talks, show visual materials, and to communicate slides in talks, printed reports, and internet. But careless use can obscure meaning and context, inhibit deep analysis, or worse, distort the truth. How can we avoid this?

3 A CASE STUDY: SPACE SHUTTLE COLUMBIA

4 NASA (2003) COLUMBIA Broke up on re-entry 1 February 2003 The Columbia broke up because insulating foam broke off its external fuel tank and struck left wing during launch, damaging thermal tiles needed to withstand extremely hot conditions during re-entry. Mission managers were aware of the risk during the flight, and Boeing engineers made a presentation on their risk analysis.

5 Review Of Test Data Indicates Conservatism for Tile Penetration The existing SOFI on tile test data used to create Crater was reviewed along with STS-107 Southwest Research data Crater overpredicted penetration of tile coating significantly Initial penetration to described by normal velocity Varies with volume/mass of projectile(e.g., 200ft/sec for 3cu. In) Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating Test results do show that it is possible at sufficient mass and velocity Conversely, once tile is penetrated SOFI can cause significant damage Minor variations in total energy (above penetration level) can cause significant tile damage Flight condition is significantly outside of test database Volume of ramp is 1920cu in vs 3 cu in for test 2/21/03 6 Columbia Accident Investigation Board, Report Vol. 1, p. 191 (August 2003) This is a critical slide from the Boeing presentation. Note that Crater is the impact model used to evaluate the damage and SOFI means Spray-On Foam Insulation.

6 What is the most significant statement in the slide?

7 Review Of Test Data Indicates Conservatism for Tile Penetration The existing SOFI on tile test data used to create Crater was reviewed along with STS-107 Southwest Research data Crater overpredicted penetration of tile coating significantly Initial penetration to described by normal velocity Varies with volume/mass of projectile(e.g., 200ft/sec for 3cu. In) Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating Test results do show that it is possible at sufficient mass and velocity Conversely, once tile is penetrated SOFI can cause significant damage Minor variations in total energy (above penetration level) can cause significant tile damage Flight condition is significantly outside of test database Volume of ramp is 1920cu in vs 3 cu in for test 2/21/03 6 Columbia Accident Investigation Board, Report Vol. 1, p. 191 (August 2003) How do you know what information is important when there are So many levels and so much information, not all of it critical?

8 Review Of Test Data Indicates Conservatism for Tile Penetration The existing SOFI on tile test data used to create Crater was reviewed along with STS-107 Southwest Research data Crater overpredicted penetration of tile coating significantly Initial penetration to described by normal velocity Varies with volume/mass of projectile(e.g., 200ft/sec for 3cu. In) Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating Test results do show that it is possible at sufficient mass and velocity Conversely, once tile is penetrated SOFI can cause significant damage Minor variations in total energy (above penetration level) can cause significant tile damage Flight condition is significantly outside of test database Volume of ramp is 1920cu in vs 3 cu in for test 2/21/03 6 Columbia Accident Investigation Board, Report Vol. 1, p. 191 (August 2003) The most important point is that the model tested an impact by a projectile 640 times smaller than the piece of foam that struck the wing during launch. The post-accident report itself acknowledged the problems with this slide later on.

9 As information gets passed up an organizational hierarchy, from people who do analysis to mid-level managers to high-level leadership, key explanations and supporting information are filtered out. In this context it is easy to understand how a senior manager might read this PowerPoint slide and not realize that it addresses a life threatening situation. Columbia Accident Investigation Board, Report, vol. 1 (August 2003)

10 Could this slide be improved?

11 Review Of Test Data Indicates Conservatism for Tile Penetration The existing SOFI on tile test data used to create Crater was reviewed along with STS-107 Southwest Research data Crater overpredicted penetration of tile coating significantly Initial penetration to described by normal velocity Varies with volume/mass of projectile(e.g., 200ft/sec for 3cu. In) Significant energy is required for the softer SOFI particle to penetrate the relatively hard tile coating Test results do show that it is possible at sufficient mass and velocity Conversely, once tile is penetrated SOFI can cause significant damage Minor variations in total energy (above penetration level) can cause significant tile damage Flight condition is significantly outside of test database Volume of ramp is 1920cu in vs 3 cu in for test 2/21/03 6 Columbia Accident Investigation Board, Report Vol. 1, p. 191 (August 2003) What is the pertinent information here? There was a real risk of penetration Extensive damage was possible The simulations looked at a scenario that was nowhere close to reality

12 Test data show damage is possible, but test models are not applicable A SOFI particle can penetrate tile coating at high energy cause major damage after penetration Columbia flight is way out of tested range (one fragment estimated at 1920 in 3 vs. 3 in 3 for tests) Adapted from Doumont, Tech. Comm. (February 2005) One proposal for a better version of this slide might look like this.

13 What is the lesson here?

14 What comes out of a talk depends on what goes into it. What I mean here is that what the audience takes away depends strongly on how much effort goes into preparing the talk and the slides. If you make little effort the audience will probably take away very little meaning.

15 This talk is mainly about making better slides. During this talk, I ll assume you know most of the fundamentals of public speaking: Face the audience as much as humanly possible Avoid distractions (don t wave pointer all over, for example) Speak clearly and loudly enough Make notes about what you need to remember your slides should distill information, not serve as notes

16 FOUR CRITICAL ERRORS THAT CAN RUIN A TALK

17 If your content disorganized, the audience will not be able to follow the talk or determine what is new, what is context, and what the problem and solution are. The same goes for your slides. Remember also that PowerPoint is a visual tool, use it effectively: present complex info or complement/emphasize spoken presentation, which should be the focus of your slides. Finally, note that your audience gains nothing from a talk that is not appropriate for the level, setting, etc. 1. Failure to organize the information presented 2. Unreadable or poorly organized slides 3. Unclear, unreadable, or inefficient visuals 4. Failure to understand your audience

18 1. Failure to organize the information presented 2. Unreadable or poorly organized slides 3. Unclear, unreadable, or inefficient visuals 4. Failure to understand your audience We have already examined the first two points in our case study on the Columbia.

19 1. Failure to organize the information presented 2. Unreadable or poorly organized slides 3. Unclear, unreadable, or inefficient visuals 4. Failure to understand your audience Let s look at what can go wrong with a slide.

20 Here s a real slide from a talk I once attended.

21 What is being conveyed in this figure?

22 It s hard to know what s being conveyed. Why? There are several reasons: Both space and color are used confusingly. An audience might ask why there are bullets on right and left and are they related? They might ask what is meant by the colored text? The biggest problem is that the author has tried to shoehorn too much information onto a single slide, rendering the figures unreadable.

23 Is there a better way to convey complex information?

24 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time inhathaway, the lowerliving panel. Reviews The relative Solar Phys., area7 in (2010) equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in This eachis hemisphere, one example that of start a figure at about I think 25 from is very the equator successful. at theit start combines of a cycle and and relates migrate multiple toward the data equator in a as way thethat cycleadds progresses. information to the data cm solar flux

25 The figure presents sunspot data in a condensed and concise way.

26 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time inhathaway, the lowerliving panel. Reviews The relative Solar Phys., area7 in (2010) equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in This eachis hemisphere, called the that butterfly start at diagram, about 25 a from figure thefirst equator designed at the start by Edward of a cycle Maunder and migrate in towardit the shows equator how as the the cycle solar progresses. cycle starts with activity around that then drifts to near (but not quite to) equator. The figure digests a complex dataset to show clear, but complex behavior, far beyond what is encoded in the sunspot number or sunspot observations alone cm solar flux

27 What makes this figure successful?

28 1. Legible 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Hathaway, Living Reviews Solar Phys., 7 (2010) Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time in the lower panel. The relative area in equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in each hemisphere, that start at about 25 from the equator at the start of a cycle and migrate toward the equator as the cycle progresses. The figure labels, scales, and legend are all readable cm solar flux

29 2. Uses color effectively 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time in the lower panel. The relative area in equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in each hemisphere, that start at about 25 from the equator at the start of a cycle and migrate toward the cm solar flux Hathaway, Living Reviews Solar Phys., 7 (2010) There is little wasted ink; color is used to augment data comprehension. It is not used decoratively, equator as the cycle progresses. Note that wasted color serves only to distract, confuse, or obscures the real meaning you are trying to convey.

30 3. Relates complex data clearly 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Hathaway, Living Reviews Solar Phys., 7 (2010) Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time in the lower panel. The relative area in equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in each hemisphere, that start at about 25 from the equator at the start of a cycle and migrate toward the equator as the cycle progresses. The figure relates data in space and time in a meaningful way cm solar flux

31 4. Well organized 90N SUNSPOT AREA IN EQUAL AREA LATITUDE STRIPS (% OF STRIP AREA) > 0.0% > 0.1% > 1.0% 30N EQ 30S 90S DATE 0.5 AVERAGE DAILY SUNSPOT AREA (% OF VISIBLE HEMISPHERE) DATE Figure 8: Sunspot area as a function of latitude and time. The average daily sunspot area for each solar rotation since May 1874 is plotted as a function of time in the lower panel. The relative area in equal area latitude strips is illustrated with a color code in the upper panel. Sunspots form in two bands, one in each hemisphere, that start at about 25 from the equator at the start of a cycle and migrate toward the cm solar flux Hathaway, Living Reviews Solar Phys., 7 (2010) The figure s two panels are relatable directly, visually. Each panel augments our understanding of the other equator as the cycle progresses. One takeaway lesson: Striving for simplicity in figures and presentations usually yields very good results.

32 1. Failure to organize the information presented 2. Unreadable or poorly organized slides 3. Unclear, unreadable, or inefficient visuals 4. Failure to understand your audience Finally, let s examine point four by looking at a figure that I think is very good.

33 2004 AL EAST This figure is clear, color is used well, and lots of related information is presented in a distilled format. However, those who do not follow baseball will never recognize that this is the result of a baseball season, nor will they understand why it might be significant. Context would be required for the audience to follow this talk, even though the figure is a good one.

34 1. Failure to organize the information presented 2. Unreadable or poorly organized slides 3. Unclear, unreadable, or inefficient visuals 4. Failure to understand your audience Here s a quick review of the four things that could go wrong. But avoiding these errors is not enough. How can we make our talks great?

35 FROM GOOD TO GREAT

36 1. Start with the problem 2. Analyze the details, master the details 3. Practice, practice, practice 4. Never fear repetition 5. Finish early

37 QUESTIONS?

Week 12: Visual Argument (Visual and Statistical Thinking by Tufte) March 28, 2017

Week 12: Visual Argument (Visual and Statistical Thinking by Tufte) March 28, 2017 CS 4001: Computing, Society & Professionalism Munmun De Choudhury Assistant Professor School of Interactive Computing Week 12: Visual Argument (Visual and Statistical Thinking by Tufte) March 28, 2017

More information

Displaying Scientific Evidence for Making Valid Decisions: Lessons from Two Case Studies

Displaying Scientific Evidence for Making Valid Decisions: Lessons from Two Case Studies Displaying Scientific Evidence for Making Valid Decisions: Lessons from Two Case Studies Steve Lee The CLIMB Program Research Communication Workshop Spring 2011 Edward R. Tufte s Visual and Statistical

More information

How not to give a poster: Some suggestions based on years of experience. D. Lund (credit to J. Granger)

How not to give a poster: Some suggestions based on years of experience. D. Lund (credit to J. Granger) How not to give a poster: Some suggestions based on years of experience D. Lund (credit to J. Granger) Purpose of a Poster Summarize research concisely and attractively Help publicize it and generate discussion

More information

Problem: Your paper doesn t fit on a 3x4 foot posterboard.

Problem: Your paper doesn t fit on a 3x4 foot posterboard. Problem: Your paper doesn t fit on a 3x4 foot posterboard. Basics of Research Poster Design Nikki Dudley, The University of Iowa Digital Studio for Public Arts and Humanities Adapted by Bridget Draxler,

More information

The Venus-Sun distance. Teacher s Guide Advanced Level CESAR s Science Case

The Venus-Sun distance. Teacher s Guide Advanced Level CESAR s Science Case Teacher s Guide Advanced Level Introduction This is the teacher s guide for. Note that this guide does not contain full instructions to successfully develop the science case, those can be found at the

More information

The Venus-Sun distance. Teacher s Guide Intermediate Level CESAR s Science Case

The Venus-Sun distance. Teacher s Guide Intermediate Level CESAR s Science Case Teacher s Guide Intermediate Level Introduction This is the teacher s guide for. Note that this guide does not contain full instructions to successfully develop the science case, those can be found at

More information

Phases of the Moon. Phenomenon: The appearance of the moon changes every night. 1. What questions do you have about this phenomenon?

Phases of the Moon. Phenomenon: The appearance of the moon changes every night. 1. What questions do you have about this phenomenon? THE EARTH-SUN-MOON SYSTEM Phases of the Moon OBSERVING PHENOMENA Phenomenon: The appearance of the moon changes every night. 1. What questions do you have about this phenomenon? 2. Sketch a simple model

More information

Boy Scout Badge Workshop ASTRONOMY

Boy Scout Badge Workshop ASTRONOMY Boy Scout Badge Workshop ASTRONOMY Welcome to the Schenectady Museum & Suits-Bueche Planetarium! During this workshop, you will explore the museum, see a show in the planetarium, and try out some other

More information

Drawing Skeletal (Zig-Zag) Structures. The quick and easy way to draw organic molecules

Drawing Skeletal (Zig-Zag) Structures. The quick and easy way to draw organic molecules Drawing Skeletal (Zig-Zag) Structures The quick and easy way to draw organic molecules Information Overload vs Quick and Easy In a line-bond structure you see EVERYTING (except for lone pairs, actually).

More information

2 One-dimensional motion with constant acceleration

2 One-dimensional motion with constant acceleration 2 One-dimensional motion with constant acceleration Experiment objectives: 1. Achieve a better understanding of how to solve position, velocity and acceleration problems in one-dimensional motion with

More information

TOEFL ibt. By James Abela.

TOEFL ibt. By James Abela. TOEFL ibt By James Abela Outline About The Exam Note-Taking Brainstorming English Media About The Exam Exam used for university Entrance in the US. Accepted in some European and Asian Universities Marked

More information

Learning aim C: Investigate essential factors involved in space travel.

Learning aim C: Investigate essential factors involved in space travel. Learning aim C: Investigate essential factors involved in space travel. Learning aim D: Understand the fundamental concepts outlined in astrophysics and cosmology. International Space Station PAGES 4 15

More information

Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress

Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress A Study Commissioned by RyeBrook Space Science Services RyeBrook Space 2017 Abstract: This paper seeks to answer the question

More information

Lab Slide Rules and Log Scales

Lab Slide Rules and Log Scales Name: Lab Slide Rules and Log Scales [EER Note: This is a much-shortened version of my lab on this topic. You won t finish, but try to do one of each type of calculation if you can. I m available to help.]

More information

Robert D. Borchert GIS Technician

Robert D. Borchert GIS Technician QA/QC: AM/FM: A Checklist Confirmed for fit Quality Methods and Control Actions Robert D. Borchert GIS Technician This just goes to show that QA/QC is important. Robert D. Borchert GIS Technician Did you

More information

Sun s rotation period. Teacher s Guide - Intermediate Level CESAR s Science Case

Sun s rotation period. Teacher s Guide - Intermediate Level CESAR s Science Case Teacher s Guide - Intermediate Level Introduction This is the teacher s guide for. Note that this guide does not contain full instructions to successfully develop the science case, those can be found at

More information

Providing Long Range Outlook Summaries to the Climate Community for Decision Support Services

Providing Long Range Outlook Summaries to the Climate Community for Decision Support Services Providing Long Range Outlook Summaries to the Climate Community for Decision Support Services Shawn Rossi NWS Hastings, NE Ray Wolf NWS Quad Cities, IA Barb Mayes Boustead NWS Warning Decision Training

More information

PPT PRESENTATION. What works, and what doesn t. Associate Dean USF Graduate School. Revised

PPT PRESENTATION. What works, and what doesn t. Associate Dean USF Graduate School. Revised PPT PRESENTATION TUTORIAL What works, and what doesn t RS Pollenz, PhD Associate Dean USF Graduate School Revised 5.5.10 Acknowledgment (This tutorial was based on a previous document constructed by by

More information

How to Make or Plot a Graph or Chart in Excel

How to Make or Plot a Graph or Chart in Excel This is a complete video tutorial on How to Make or Plot a Graph or Chart in Excel. To make complex chart like Gantt Chart, you have know the basic principles of making a chart. Though I have used Excel

More information

Sun s rotation period. Teacher s Guide Basic Level CESAR s Science Case

Sun s rotation period. Teacher s Guide Basic Level CESAR s Science Case Teacher s Guide Basic Level Introduction This is the teacher s guide for. Note that this guide does not contain full instructions to successfully develop the science case, those can be found at the student

More information

Prelab 7: Sunspots and Solar Rotation

Prelab 7: Sunspots and Solar Rotation Name: Section: Date: Prelab 7: Sunspots and Solar Rotation The purpose of this lab is to determine the nature and rate of the sun s rotation by observing the movement of sunspots across the field of view

More information

Fog Chamber Testing the Label: Photo of Fog. Joshua Gutwill 10/29/1999

Fog Chamber Testing the Label: Photo of Fog. Joshua Gutwill 10/29/1999 Fog Chamber Testing the Label: Photo of Fog Joshua Gutwill 10/29/1999 Keywords: < > formative heat&temp exhibit interview 1 Goals/Context Fog Chamber Interview Results Testing Label: Photo of fog on Golden

More information

A Summary of the Space Shuttle Columbia Tragedy and the Use of LS Dyna in the Accident Investigation and Return to Flight Efforts

A Summary of the Space Shuttle Columbia Tragedy and the Use of LS Dyna in the Accident Investigation and Return to Flight Efforts A Summary of the Space Shuttle Columbia Tragedy and the Use of LS Dyna in the Accident Investigation and Return to Flight Efforts Matthew Melis and Kelly Carney NASA Glenn Research Center Cleveland, OH

More information

Chemical Reactions: The Copper Cycle

Chemical Reactions: The Copper Cycle 1 Chemical Reactions: The Copper Cycle ORGANIZATION Mode: pairs assigned by instructor Grading: lab notes, lab performance and post-lab report Safety: Goggles, closed-toe shoes, lab coat, long pants/skirts

More information

Measuring Keepers S E S S I O N 1. 5 A

Measuring Keepers S E S S I O N 1. 5 A S E S S I O N 1. 5 A Measuring Keepers Math Focus Points Naming, notating, and telling time to the hour on a digital and an analog clock Understanding the meaning of at least in the context of linear measurement

More information

Solving with Absolute Value

Solving with Absolute Value Solving with Absolute Value Who knew two little lines could cause so much trouble? Ask someone to solve the equation 3x 2 = 7 and they ll say No problem! Add just two little lines, and ask them to solve

More information

Challenger Center Teacher Resources for Engaging Students in Science, Technology, Engineering, and Math

Challenger Center Teacher Resources for Engaging Students in Science, Technology, Engineering, and Math Challenger Center Teacher Resources for Engaging Students in Science, Technology, Engineering, and Math Designed for Grades 5-8 These resources are brought to you by: Earth vs. Mars Prep Time 10 minutes

More information

Math 31 Lesson Plan. Day 2: Sets; Binary Operations. Elizabeth Gillaspy. September 23, 2011

Math 31 Lesson Plan. Day 2: Sets; Binary Operations. Elizabeth Gillaspy. September 23, 2011 Math 31 Lesson Plan Day 2: Sets; Binary Operations Elizabeth Gillaspy September 23, 2011 Supplies needed: 30 worksheets. Scratch paper? Sign in sheet Goals for myself: Tell them what you re going to tell

More information

ATOMIC DIMENSIONS. Background for Teachers KEY CONCEPT

ATOMIC DIMENSIONS. Background for Teachers KEY CONCEPT ATOMIC DIMENSIONS KEY CONCEPT The volume of an atom is mainly empty space. Relative distances within an atom are difficult to visualize using drawings because they are similar to distances found in our

More information

Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress

Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress Using Solar Active Region Latitude Analysis to Monitor Solar Cycle Progress Published by RyeBrook Space Science Services 216 Abstract: This paper seeks to answer the question does solar active region latitude

More information

Physical Geography Lab Activity #15

Physical Geography Lab Activity #15 Physical Geography Lab Activity #15 Due date Name Choropleth Maps COR Objective 1 & 7, SLOs 1 & 3 15.1. Introduction Up until this point we have used maps to find locations on the Earth. While they are

More information

Lesson 39. The Vine and the Branches. John 15:1-8

Lesson 39. The Vine and the Branches. John 15:1-8 L i f e o f C h r i s t from the gospel of J o h n Lesson 39 The Vine and the Branches John 15:1-8 Mission Arlington Mission Metroplex Curriculum 2010 Created for use with young, unchurched learners Adaptable

More information

Deep Sky Astronomy page James E. Kotoski

Deep Sky Astronomy page James E. Kotoski page 1 2001 James E. Kotoski Part II: What is? Have you ever wondered where our solar system came from, or... what is going to happen to it when it dies? Have you ever wondered what a galaxy was, and where

More information

UNST 232 Mentor Section Assignment 5 Historical Climate Data

UNST 232 Mentor Section Assignment 5 Historical Climate Data UNST 232 Mentor Section Assignment 5 Historical Climate Data 1 introduction Informally, we can define climate as the typical weather experienced in a particular region. More rigorously, it is the statistical

More information

Sun s differential rotation. Teacher s Guide Basic Level CESAR s Science Case

Sun s differential rotation. Teacher s Guide Basic Level CESAR s Science Case Teacher s Guide Basic Level Introduction This is the teacher s guide for. Note that this guide does not contain full instructions to successfully develop the science case, those can be found at the student

More information

Time-Series Photometric Surveys: Some Musings

Time-Series Photometric Surveys: Some Musings Steve B. Howell NASA Ames Research Center 1 Introduction Time-Series surveys are designed to detect variable, transient, rare, and new astronomical sources. They aim at discovery with a goal to provide

More information

Chapter Three. Deciphering the Code. Understanding Notation

Chapter Three. Deciphering the Code. Understanding Notation Chapter Three Deciphering the Code Mathematics has its own vocabulary. In addition to words, mathematics uses its own notation, symbols that stand for more complicated ideas. Some of these elements are

More information

Where on Earth are We? Projections and Coordinate Reference Systems

Where on Earth are We? Projections and Coordinate Reference Systems Where on Earth are We? Projections and Coordinate Reference Systems Nick Eubank February 11, 2018 If I told you that there was a treasure chest buried at the coordinates p2, 5q, your first response might

More information

MA 1128: Lecture 08 03/02/2018. Linear Equations from Graphs And Linear Inequalities

MA 1128: Lecture 08 03/02/2018. Linear Equations from Graphs And Linear Inequalities MA 1128: Lecture 08 03/02/2018 Linear Equations from Graphs And Linear Inequalities Linear Equations from Graphs Given a line, we would like to be able to come up with an equation for it. I ll go over

More information

Manipulating Radicals

Manipulating Radicals Lesson 40 Mathematics Assessment Project Formative Assessment Lesson Materials Manipulating Radicals MARS Shell Center University of Nottingham & UC Berkeley Alpha Version Please Note: These materials

More information

Chapter 3: Vectors and Projectile Motion

Chapter 3: Vectors and Projectile Motion Chapter 3: Vectors and Projectile Motion Vectors and Scalars You might remember from math class the term vector. We define a vector as something with both magnitude and direction. For example, 15 meters/second

More information

Let s start by defining what it means for two statements to be logically equivalent.

Let s start by defining what it means for two statements to be logically equivalent. Boolean Algebra Boolean Algebra ( ) So far we have been presented with statements such as p, q, p, p q, p q, etc. It would be nice if we had a means of manipulating these statements in an algebraic manner.

More information

Ordinary Least Squares Linear Regression

Ordinary Least Squares Linear Regression Ordinary Least Squares Linear Regression Ryan P. Adams COS 324 Elements of Machine Learning Princeton University Linear regression is one of the simplest and most fundamental modeling ideas in statistics

More information

Momentum Balances & Quadratic Equations

Momentum Balances & Quadratic Equations Momentum Balances & Quadratic Equations ABET Course Outcomes: C.1 formulate and solve engineering problems using linear and quadratic equations By the end of this class you should be able to: Solve problems

More information

Your web browser (Safari 7) is out of date. For more security, comfort and. the best experience on this site: Update your browser Ignore

Your web browser (Safari 7) is out of date. For more security, comfort and. the best experience on this site: Update your browser Ignore Your web browser (Safari 7) is out of date. For more security, comfort and Activitydevelop the best experience on this site: Update your browser Ignore Places in the Park Why do we use symbols? Overview

More information

Mathematical Induction

Mathematical Induction Mathematical Induction James K. Peterson Department of Biological Sciences and Department of Mathematical Sciences Clemson University January 12, 2017 Outline Introduction to the Class Mathematical Induction

More information

Students will read supported and shared informational materials, including social

Students will read supported and shared informational materials, including social Grade Band: Middle School Unit 18 Unit Target: Earth and Space Science Unit Topic: This Is the Solar System Lesson 9 Instructional Targets Reading Standards for Informational Text Range and Level of Text

More information

CLIMATE VS. WEATHER. Activity Plan

CLIMATE VS. WEATHER. Activity Plan CLIMATE VS. WEATHER Activity Plan Project Skills, Goals, or Objectives: Students will understand the definitions of climate and weather and differentiate between the two. Life Skills: STEM, Environmental

More information

ARE211, Fall2012. Contents. 2. Linear Algebra (cont) Vector Spaces Spanning, Dimension, Basis Matrices and Rank 8

ARE211, Fall2012. Contents. 2. Linear Algebra (cont) Vector Spaces Spanning, Dimension, Basis Matrices and Rank 8 ARE211, Fall2012 LINALGEBRA2: TUE, SEP 18, 2012 PRINTED: SEPTEMBER 27, 2012 (LEC# 8) Contents 2. Linear Algebra (cont) 1 2.6. Vector Spaces 1 2.7. Spanning, Dimension, Basis 3 2.8. Matrices and Rank 8

More information

Wednesday, 10 September 2008

Wednesday, 10 September 2008 MA211 : Calculus, Part 1 Lecture 2: Sets and Functions Dr Niall Madden (Mathematics, NUI Galway) Wednesday, 10 September 2008 MA211 Lecture 2: Sets and Functions 1/33 Outline 1 Short review of sets 2 Sets

More information

Outline. Wednesday, 10 September Schedule. Welcome to MA211. MA211 : Calculus, Part 1 Lecture 2: Sets and Functions

Outline. Wednesday, 10 September Schedule. Welcome to MA211. MA211 : Calculus, Part 1 Lecture 2: Sets and Functions Outline MA211 : Calculus, Part 1 Lecture 2: Sets and Functions Dr Niall Madden (Mathematics, NUI Galway) Wednesday, 10 September 2008 1 Short review of sets 2 The Naturals: N The Integers: Z The Rationals:

More information

Unit 6: GPS-Strain Module Final Research Project

Unit 6: GPS-Strain Module Final Research Project Unit 6: GPS-Strain Module Final Research Project Written by Vince Cronin (Baylor University) with modifications by Beth Pratt-Sitaula (UNAVCO) Assignment Identify a set of three adjacent PBO GPS sites

More information

Chapter 5. Presenting Data

Chapter 5. Presenting Data Chapter 5. Presenting Data Copyright McGraw-Hill Education. Permission required for reproduction or display. 5-1 Basic principles of map design 5-2 1 Map Design Process 5-3 The map objective The first

More information

Cover Page: Entropy Summary

Cover Page: Entropy Summary Cover Page: Entropy Summary Heat goes where the ratio of heat to absolute temperature can increase. That ratio (Q/T) is used to define a quantity called entropy. The useful application of this idea shows

More information

GRAVITY SIMULATOR: Our Solar System

GRAVITY SIMULATOR: Our Solar System GRAVITY SIMULATOR: Our Solar System THEORY OUR SOLAR SYSTEM What do you know of our solar system? What is a solar system? A galaxy? The universe? This lesson provides a look at our Solar System. The next

More information

7.RP.A.2 Recognize and represent proportional relationships between quantities.

7.RP.A.2 Recognize and represent proportional relationships between quantities. Lesson Overview We often observe the Moon in the night sky. Understanding the phases of the Moon requires a clear understanding that the Moon reflects light and rotates around the Earth. In this activity,

More information

An Interactive Demonstration of Solar and Lunar Eclipses

An Interactive Demonstration of Solar and Lunar Eclipses Volume 7, Aug 2008 - Jan 2009 Issue 2 An Interactive Demonstration of Solar and Lunar Eclipses by Joanne Rosvick Thompson Rivers University Received: 07/11/08, Posted: 09/08/08 The Astronomy Education

More information

ACOUSTIC EMISSION DETECTION OF IMPACT DAMAGE ON SPACE SHUTTLE STRUCTURES

ACOUSTIC EMISSION DETECTION OF IMPACT DAMAGE ON SPACE SHUTTLE STRUCTURES ACOUSTIC EMISSION DETECTION OF IMPACT DAMAGE ON SPACE SHUTTLE STRUCTURES WILLIAM PROSSER 1, ERIC MADARAS 1, GEORGE STUDOR 2, and MICHAEL GORMAN 3 1) NASA Langley Research Center, MS 231, 3 E. Taylor St.,

More information

Mathematical Logic Part One

Mathematical Logic Part One Mathematical Logic Part One Question: How do we formalize the defnitions and reasoning we use in our proofs? Where We're Going Propositional Logic (Today) Basic logical connectives. Truth tables. Logical

More information

The First Derivative Test

The First Derivative Test The First Derivative Test We have already looked at this test in the last section even though we did not put a name to the process we were using. We use a y number line to test the sign of the first derivative

More information

World Space Week. Age 5-11 A FREE RESOURCE PACK FROM EDUCATIONCITY. Topical Teaching Resources. Suitability

World Space Week. Age 5-11 A FREE RESOURCE PACK FROM EDUCATIONCITY. Topical Teaching Resources. Suitability A FREE RESOURCE PACK FROM EDUCATIONCITY World Space Week Age 5-11 Topical Teaching Resources Suitability Free school resources by EducationCity. This may be reproduced for class use. World Space Week Topical

More information

The Sun 11/27/2017. Phys1411 Introductory Astronomy. Exam 3. Topics we have covered. Sun Spots. Topics for Today class

The Sun 11/27/2017. Phys1411 Introductory Astronomy. Exam 3. Topics we have covered. Sun Spots. Topics for Today class Foundations of Astronomy 13e Seeds Phys1411 Introductory Astronomy Instructor: Dr. Goderya Chapter 8 The Sun Exam 3 Wednesday November 29 th Homework for Chapter 7 and 8 are online on MindTap: Due Wednesday

More information

Power Point Presentation Example

Power Point Presentation Example Power Point Presentation Example Actuator Slides courtesy of C. P. Mentesana, Honeywell, Inc. Reference sources Identify yourself Technical Presentation Guidelines Available At The Following URL: http://web.mst.edu/~stutts/

More information

4275 Lesson Plan Outline Expectations (Number each item on your lesson plan!)

4275 Lesson Plan Outline Expectations (Number each item on your lesson plan!) 4275 Lesson Plan Outline Expectations (Number each item on your lesson plan!) Mystery Planet Detection Amount of time for this lesson = _45 minutes (Each Day Here) Grade Levels: 4, 5 1. Standards and Safety

More information

WHAT S DOWN WITH THE SUN? MAJOR DROP IN SOLAR ACTIVITY PREDICTED

WHAT S DOWN WITH THE SUN? MAJOR DROP IN SOLAR ACTIVITY PREDICTED WHAT S DOWN WITH THE SUN? MAJOR DROP IN SOLAR ACTIVITY PREDICTED A missing jet stream, fading spots, and slower activity near the poles say that our Sun is heading for a rest period even as it is acting

More information

Lab 2. Projectile Motion

Lab 2. Projectile Motion Lab 2. Projectile Motion Goals To determine the launch speed of a projectile and its uncertainty by measuring how far it travels horizontally before landing on the floor (called the range) when launched

More information

Preptests 59 Answers and Explanations (By Ivy Global) Section 1 Analytical Reasoning

Preptests 59 Answers and Explanations (By Ivy Global) Section 1 Analytical Reasoning Preptests 59 Answers and Explanations (By ) Section 1 Analytical Reasoning Questions 1 5 Since L occupies its own floor, the remaining two must have H in the upper and I in the lower. P and T also need

More information

Materials & Resources sections C and D reading guide

Materials & Resources sections C and D reading guide Chemistry Name: ANSWER KEY Materials & Resources sections C and D reading guide Date: Period: Section C.1 (pp. 128-131) 1. Explain how the Law of Conservation of Matter applies to chemical reactions. Matter

More information

Chapter 1: The World of Geography

Chapter 1: The World of Geography Chapter 1: The World of Geography Chapter 1: What is Geography? *It is the study of our earth; our home. OR *Anything that can be mapped! *Geography mixes up the physical and human aspects of our world

More information

When they compared their results, they had an interesting discussion:

When they compared their results, they had an interesting discussion: 27 2.5 Making My Point A Solidify Understanding Task Zac and Sione were working on predicting the number of quilt blocks in this pattern: CC BY Camille King https://flic.kr/p/hrfp When they compared their

More information

Physicists' Epistemologies of Quantum Mechanics

Physicists' Epistemologies of Quantum Mechanics Physicists' Epistemologies of Quantum Mechanics Raymond A. Hodges Physics Education Research Group University of Maryland College Park AAPT Summer Meeting Madison, Wisconsin August 4, 2003 Supported in

More information

The Sun 11/6/2018. Phys1411 Introductory Astronomy. Topics we have covered. Topics for Today class. Sun Spots

The Sun 11/6/2018. Phys1411 Introductory Astronomy. Topics we have covered. Topics for Today class. Sun Spots Foundations of Astronomy 13e Seeds Phys1411 Introductory Astronomy Instructor: Dr. Goderya Chapter 8 The Sun Topics we have covered I. Introduction A. Viewing the Sun B. General Definition C. General Properties

More information

What effect do they have?

What effect do they have? Exploring Meteorite Mysteries Lesson 16 Near Miss Objectives apply science to daily life as they simulate possible responses to a meteorite impact. produce articles for a newspaper. role-play in a panel

More information

The process of analysing a circuit using the Laplace technique can be broken down into a series of straightforward steps:

The process of analysing a circuit using the Laplace technique can be broken down into a series of straightforward steps: Analysis of a series RLC circuit using Laplace Transforms Part. How to do it. The process of analysing a circuit using the Laplace technique can be broken down into a series of straightforward steps:.

More information

Sincerely, Social Expressions for the 21st Century

Sincerely, Social Expressions for the 21st Century Sincerely, Social Expressions for the 21st Century 1 2 3 4 Sincerely, Social Expressions for the 21st Century 5 First: A history lesson. 6 Credit: http://jasonjart.com History 7 Credit: cyndy666, Flickr

More information

Activity 2 MODELING LAB

Activity 2 MODELING LAB Activity 2 MODELING LAB PURPOSE. This activity sets up the rest of the ExoLab investigation, and is intended to help your students predict what the signal of an alien world might look like. They use the

More information

Gravity Well Demo - 1 of 9. Gravity Well Demo

Gravity Well Demo - 1 of 9. Gravity Well Demo Gravity Well Demo - 1 of 9 Gravity Well Demo Brief Summary This demo/activity in Space Odyssey will give visitors a hands-on feel for how gravity works. Specifically, how Newton interpreted the force of

More information

A (Mostly) Correctly Formatted Sample Lab Report. Brett A. McGuire Lab Partner: Microsoft Windows Section AB2

A (Mostly) Correctly Formatted Sample Lab Report. Brett A. McGuire Lab Partner: Microsoft Windows Section AB2 A (Mostly) Correctly Formatted Sample Lab Report Brett A. McGuire Lab Partner: Microsoft Windows Section AB2 August 26, 2008 Abstract Your abstract should not be indented and be single-spaced. Abstracts

More information

Lesson Plan by: Stephanie Miller

Lesson Plan by: Stephanie Miller Lesson: Pythagorean Theorem and Distance Formula Length: 45 minutes Grade: Geometry Academic Standards: MA.G.1.1 2000 Find the lengths and midpoints of line segments in one- or two-dimensional coordinate

More information

Math 31 Lesson Plan. Day 5: Intro to Groups. Elizabeth Gillaspy. September 28, 2011

Math 31 Lesson Plan. Day 5: Intro to Groups. Elizabeth Gillaspy. September 28, 2011 Math 31 Lesson Plan Day 5: Intro to Groups Elizabeth Gillaspy September 28, 2011 Supplies needed: Sign in sheet Goals for students: Students will: Improve the clarity of their proof-writing. Gain confidence

More information

Objective: Construct a paper clock by partitioning a circle into halves and quarters, and tell time to the half hour or quarter hour.

Objective: Construct a paper clock by partitioning a circle into halves and quarters, and tell time to the half hour or quarter hour. Lesson 13 Objective: Suggested Lesson Structure Fluency Practice Concept Development Student Debrief Total Time (10 minutes) (40 minutes) (10 minutes) (60 minutes) Fluency Practice (10 minutes) Rename

More information

Advanced 3G and 4G Wireless Communication Prof. Aditya K. Jagannatham Department of Electrical Engineering Indian Institute of Technology, Kanpur

Advanced 3G and 4G Wireless Communication Prof. Aditya K. Jagannatham Department of Electrical Engineering Indian Institute of Technology, Kanpur Advanced 3G and 4G Wireless Communication Prof. Aditya K. Jagannatham Department of Electrical Engineering Indian Institute of Technology, Kanpur Lecture - 12 Doppler Spectrum and Jakes Model Welcome to

More information

Physical Science Capstone Instructional Segment This is a two-week summative designed to give students an opportunity to review and re-examine the

Physical Science Capstone Instructional Segment This is a two-week summative designed to give students an opportunity to review and re-examine the Physical Science Capstone Instructional Segment This is a two-week summative designed to give students an opportunity to review and re-examine the concepts covered in this course. Student Science Performance

More information

Title: Space flight landing a Space Shuttle

Title: Space flight landing a Space Shuttle Title: Space flight landing a Space Shuttle Topics: exponentials, derivatives, temperature, speed, distance and time, air density, energy conversion Time: 35 minutes Age: 6+ Differentiation: Higher level:

More information

SUPERCHARGED SCIENCE. Unit 2: Motion.

SUPERCHARGED SCIENCE. Unit 2: Motion. SUPERCHARGED SCIENCE Unit 2: Motion www.sciencelearningspace.com Appropriate for Grades: Lesson 1 (K-12), Lesson 2 (K-12) Duration: 6-12 hours, depending on how many activities you do! We re going to study

More information

ASTR 4 Solar System Astronom y

ASTR 4 Solar System Astronom y Lectures: M thru F, :30-:0 am Location: De Anza Planetarium ASTR 4 Solar System Astronom y Marek Cichanski Office: S-a cichanskimarek@fhda.edu (40) 4-4 Office Hours: M thru F, :30 0:0 am In This Syllabus

More information

Student Instruction Sheet: Unit 3, Lesson 3. Solving Quadratic Relations

Student Instruction Sheet: Unit 3, Lesson 3. Solving Quadratic Relations Student Instruction Sheet: Unit 3, Lesson 3 Solving Quadratic Relations Suggested Time: 75 minutes What s important in this lesson: In this lesson, you will learn how to solve a variety of quadratic relations.

More information

Relationships Between Quantities

Relationships Between Quantities Algebra 1 Relationships Between Quantities Relationships Between Quantities Everyone loves math until there are letters (known as variables) in problems!! Do students complain about reading when they come

More information

Faculae Area as Predictor of Maximum Sunspot Number. Chris Bianchi. Elmhurst College

Faculae Area as Predictor of Maximum Sunspot Number. Chris Bianchi. Elmhurst College Faculae Area as Predictor of Maximum Sunspot Number Chris Bianchi Elmhurst College Abstract. We measured facular area from digitized images obtained from the Mt. Wilson Observatory for 41 days from selected

More information

What is the correct framework for Quantum Field Theories?

What is the correct framework for Quantum Field Theories? What is the correct framework for Quantum Field Theories? Yuji Tachikawa 1 / 29 My research area theoretical high energy physics / string theory / mathematics My obsession these days what is the correct

More information

6 The Orbit of Mercury

6 The Orbit of Mercury 6 The Orbit of Mercury Name: Date: Of the five planets known since ancient times (Mercury, Venus, Mars, Jupiter, and Saturn), Mercury is the most difficult to see. In fact, of the 6 billion people on the

More information

York University. Faculty of Science and Engineering MATH 1090, Section M Final Examination, April NAME (print, in ink): Instructions, remarks:

York University. Faculty of Science and Engineering MATH 1090, Section M Final Examination, April NAME (print, in ink): Instructions, remarks: York University Faculty of Science and Engineering MATH 1090, Section M ination, NAME (print, in ink): (Family name) (Given name) Instructions, remarks: 1. In general, carefully read all instructions in

More information

Sun s differential rotation. Student s Guide Advanced Level CESAR s Science Case

Sun s differential rotation. Student s Guide Advanced Level CESAR s Science Case Student s Guide Advanced Level Introduction Unlike the Earth, the Sun is not a rigid body. As it s a non rigid body, different parts of the Sun may rotate at different speeds, and they actually do so.

More information

ASTRONOMY Merit Badge Requirements

ASTRONOMY Merit Badge Requirements ASTRONOMY Merit Badge Requirements 1) Do the following: A) Sketch the face of the moon, indicating on it the locations of at least five seas and five craters. B) Within a single week, sketch the position

More information

Stratigraphic Cross-Section

Stratigraphic Cross-Section Stratigraphic cross-sections are used to show stratigraphic relationships of strata along some path. They differ from structural cross-sections in three ways. First, their goals differ. Stratigraphic cross-sections

More information

14 Heating and Cooling of Planets AND Daytime Observations

14 Heating and Cooling of Planets AND Daytime Observations Name: Date: 14 Heating and Cooling of Planets AND Daytime Observations 14.1 Heating and Cooling Introduction With this lab exercise we will investigate the ability of the radiant energy from the Sun to

More information

Real Analysis Prof. S.H. Kulkarni Department of Mathematics Indian Institute of Technology, Madras. Lecture - 13 Conditional Convergence

Real Analysis Prof. S.H. Kulkarni Department of Mathematics Indian Institute of Technology, Madras. Lecture - 13 Conditional Convergence Real Analysis Prof. S.H. Kulkarni Department of Mathematics Indian Institute of Technology, Madras Lecture - 13 Conditional Convergence Now, there are a few things that are remaining in the discussion

More information

EARTHQUAKES! Tectonics, Faulting and Earthquakes

EARTHQUAKES! Tectonics, Faulting and Earthquakes Name: Student Number: Tectonics, Faulting and Earthquakes Purpose: To illustrate how the Earth s lithosphere is deformed by tectonic forces, and use real-time earthquake data from the internet to explore

More information

Hypothesis testing I. - In particular, we are talking about statistical hypotheses. [get everyone s finger length!] n =

Hypothesis testing I. - In particular, we are talking about statistical hypotheses. [get everyone s finger length!] n = Hypothesis testing I I. What is hypothesis testing? [Note we re temporarily bouncing around in the book a lot! Things will settle down again in a week or so] - Exactly what it says. We develop a hypothesis,

More information

Challenges of Communicating Weather Information to the Public. Sam Lashley Senior Meteorologist National Weather Service Northern Indiana Office

Challenges of Communicating Weather Information to the Public. Sam Lashley Senior Meteorologist National Weather Service Northern Indiana Office Challenges of Communicating Weather Information to the Public Sam Lashley Senior Meteorologist National Weather Service Northern Indiana Office Dilbert the Genius Do you believe him? Challenges of Communicating

More information