A Physics MOSAIC: Scientific Skills and Explorations for Students Sara Kate May RET Workshop 2011 July 15, 2011 Our Project (RET 2010) • Goal: develop inquiry-based lessons for high school physics taking advantage of mesospheric ozone spectrometer developed at Haystack (MOSAIC) • Additional goal (?): Combined with RET 2009 work, develop a complete physics curriculum • My particular interest: find way to improve teaching error and uncertainty MOSAIC Overview • Radio telescope designed to measure 11.0725 GHz rotational transition of Ozone using Direct TV dish • Selectively detects mesospheric ozone (not “good” ozone from stratosphere or “bad” ozone from troposphere), due to lack of pressure broadening • Currently 7 dishes collecting data, with 6 pointing at same part of atmosphere. MOSAIC Web Interface http://www.haystack.mit.edu/ozone Sample MOSAIC Spectrum Sample Data Output Sample MOSAIC Diurnal Variation Sample Seasonal Variation Why MOSAIC? • Opportunities – Real data, accessible via the web in (almost) real time – Large data sets, with error bars – Unanswered scientific questions about mesospheric ozone accessible to high school students – Current interest in climate and atmosphere • Challenges – Established curricula, including state/national/college board standards – Atmosphere is not included in most high school physics courses Skills and Explorations with MOSAIC • We designed physics lessons and activities to capitalize on strengths of MOSAIC – Final Project – Uncertainty and Data Analysis – Individual Topics and Concepts • • • • Emphasis on real data, unanswered questions Self-directed options Use web in real-time, but answers aren’t from Google School Year 2010-11 at Middlesex School – Uncertainty and Data Analysis lessons used in Honors Physics, AP Physics – Physics topics used in Astronomy elective, Honors Physics MOSAIC Final Project • Conceived as capstone experience, after students have studied waves, EM spectrum, energy • Option to be almost entirely self-directed • 2-3 weeks near end of year (post-AP?) – Background information (Webquests: RET 2009 + internet, or Power Point) – Activities for familiarity with web interface (GUI). – Research in topic of choice (different levels of complexity available) – Results presented in final report and/or presentation Possible Final Project Topics Nighttime ozone concentration versus Air temperature for the local area Ocean temperature Time (24 hour scale) Time (Seasonal/Yearly scale) Solar Activity (solar flares/solar wind) Weather events (thunderstorms) Shuttle/satellite launches Tides Phases of the moon Average velocity of molecules Appearances of ‘noctilucent’ clouds. Possible websites for Reference www.wunderground.com www.noaa.gov www.spaceweather.com www.wunderground.com www.nasa.gov tidesandcurrents.noaa.gov/products.html eclipse.gsfc.nasa.gov/phase/phase2001g mt.html www.spaceweather.com Example: Ozone vs. Air Temp Example: Ozone vs. Lunar Phases Ozone for Lunar Month 30 25 20 15 10 5 0 0 5 10 15 20 25 30 35 Number of Days New Moon and Full Moon Ozone Concentration (2008 - Present) 10 9 8 7 6 5 4 3 2 1 0 New Moon Full Moon 13 16 19 22 25 28 Peak Nighttime Ozone (mK) 31 34 37 Increase Before Sunrise/After Sunset ? ? Averaged over Days 1 – 100 of 2010 Measurement, Uncertainty, Data Analysis • Students have a very hard time making sense of measurement and uncertainty. • MOSAIC provides access to large data sets – Error Bars – Distribution of Values – Detecting a Weak Signal through noise • Our lesson – Power Points on Uncertainty and Data Analysis – Worksheet on “Number Sense” – Activities using MOSAIC data Uncertainty Lesson: Value of N Consider a large data set consisting of a single measurement that is not affected by systematic error. As more measurements are conducted, the mean of the measurements will become closer and closer to the true value. The distribution will more closely resemble a normal distribution as the number of trials is increased. 2009, Day 1-20 (2 sites) ? Number of Measurements 50 40 30 20 10 0 -0.2 -0.18 -0.16 -0.14 -0.12 -0.1 -0.08 -0.06 -0.04 -0.02 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 0.16 0.18 0.2 Number of Measurements 2009, Day 1 (2 Sites) Channel 32 signal (K) ! 500 400 300 200 100 0 -0.2 -0.16 -0.12 -0.08 -0.04 0 0.04 0.08 0.12 0.16 0.2 Channel 32 signal (K) Uncertainty Activity: Value of N # sites 2 2 2 2 2 3 4 5 1 1 1 1 1 1 21 10 50 30 40 40 peak 1 2 3 4 5 5 5 5 5 1 2 3 4 5 5 5 5 5 5 2 rms resid # data 11.7 6.505 2 11.21 4.603 4 16.61 3.676 6 17.44 2.933 8 17.48 2.54 10 17.63 2.297 15 19.28 2.107 20 18.42 1.909 25 21.13 3.905 5 21.11 9.101 1 18.32 6.915 2 23.38 5.647 3 20.99 4.466 4 21.13 3.905 5 21.91 0.948 105 20.47 1.189 50 19.35 0.672 250 21.48 0.857 150 20.28 0.744 200 18.86 1.02 80 10 9 8 7 RMS Residual # days 6 y = 8.7337x-0.478 R² = 0.9929 5 4 3 2 1 0 0 50 100 150 200 Number of "Data Days" 250 300 Uncertainty Activity: Value of N 1 Day 1 Hour 0.025 0.06 0.02 0.04 0.015 0.02 0.01 0 0.005 -0.02 1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 0 -0.005 1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 -0.04 -0.01 -0.06 -0.015 -0.08 -0.02 5 Days 0.025 0.02 0.015 0.01 0.005 0 -0.005 -0.01 1 4 7 10 13 16 19 22 25 28 31 34 37 40 43 46 49 52 55 58 61 64 Physics Topics, Related to MOSAIC • Developed introductory Power Point lessons and accompanying worksheets on – – – – Waves Electromagnetic Waves Optics Atomic Energy Levels and Spectra • Use MOSAIC as example and point of reference, spurring (or maintaining) interest and further questioning • Suitable for use as self-directed webquest or in-class presentation MOSAIC as Philosophy: The MOSAIC Physics Curriculum • An introductory physics curriculum might include – Measurement/Uncertainty/Lab Skills – Mechanics: Motion, Force, Energy, Momentum, Gravitation, Rotation – Heat and Energy Transfer: Heat Capacity, Phase Changes, Temperature – Waves and Radiation: Mechanical and Electromagnetic Properties – Fluids: Pressure, Buoyancy, Bernoulli – Electricity and Magnetism: Electrostatics, Circuits, Magnetostatics, Electromagnetism – Optics: Reflection, Refraction, Lenses, Mirrors – Modern Topics: Atomic Energy Levels, Photoelectric Effect, Compton Shift MOSAIC as Philosophy: The MOSAIC Physics Curriculum • Not all introductory physics topics will be directly connected to MOSAIC or the atmosphere. • We propose a comprehensive MOSAIC physics curriculum based on a philosophy of teaching physics using, whenever possible, – Real data – Access and analysis through technology – Independent, hands-on learning • We developed activities and self-study guides for topics not covered in Power Points