WPI Mathematics Institute for Secondary Teaching (MIST) 2017

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Presentation transcript:

WPI Mathematics Institute for Secondary Teaching (MIST) 2017 Kathleen Haas July 17-20, 2017 DISTRIBUTION STATEMENT A. Approved for public release: distribution unlimited. This material is based upon work supported under Air Force Contract No. FA8721-05-C-0002 and/or FA8702-15-D-0001. Any opinions, findings, conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the U.S. Air Force. © 2015 Massachusetts Institute of Technology. Delivered to the U.S. Government with Unlimited Rights, as defined in DFARS Part 252.227-7013 or 7014 (Feb 2014). Notwithstanding any copyright notice, U.S. Government rights in this work are defined by DFARS 252.227-7013 or DFARS 252.227-7014 as detailed above. Use of this work other than as specifically authorized by the U.S. Government may violate any copyrights that exist in this work.

Outline Introduction Radar: Calculating Distances Radar: Calculating Precipitation Intensity Calculating Storm Echo Top Heights Polar and Cartesian Coordinates Mapping Projections

Introduction High school math is used for and provides the foundation of work at Lincoln Lots of high school math applications to weather radar and forecast generation If we didn’t have a good grasp of trigonometry, geometry, algebra, and calculus, we couldn’t do our jobs! x y

Radar Basics Weather radars are used to detect, locate, and measure intensity of precipitation WSR-88D Weather Radar

Radar Basics Weather radars are used to detect, locate, and measure intensity of precipitation WSR-88D Weather Radar

Radar Basics Weather radars are used to detect, locate, and measure intensity of precipitation WSR-88D Weather Radar

Radar Basics Weather radars are used to detect, locate, and measure intensity of precipitation WSR-88D Weather Radar

Calculating Distances distance = rate * time 𝒅=𝒄∗ 𝒕 𝟐 d: distance c: speed of light through air t: round-trip time for pulse to hit target and return If you can measure elapsed time accurately, you can calculate distance accurately!

Calculating Distances (cont.) 𝐬𝐢𝐧 𝟏𝟓°= 𝒚 𝟏𝟎𝟎 𝐜𝐨𝐬 𝟏𝟓°= 𝒙 𝟏𝟎𝟎 100 km y 15° x Note! In reality, radar beams usually bend slightly towards Earth, and the Earth is not flat.

Calculating Precipitation Intensity 𝒁 ∝ 𝒊 𝒅 𝒊 𝟔 𝒁: Units of 𝐦 𝐦 𝟔 𝐦 −𝟑 1 m 𝒅𝑩𝒁=𝟏𝟎 𝐥𝐨𝐠 𝟏𝟎 𝒁 𝟏 𝐦 𝐦 𝟔 𝐦 −𝟑 𝒅𝑩𝒁: dimensionless 1 m 1 m Water droplet with diameter d mm

Calculating Storm Echo Top Heights h1 = 40 kft r1 = 15 dBZ h2 = 35 kft r2 = 20 dBZ Below 18 dBZ Above 18 dBZ b1 b2 𝒆= 𝒉 𝟐 + 𝟏𝟖 − 𝒓 𝟐 𝒓 𝟏 − 𝒓 𝟐 𝒉 𝟏 − 𝒉 𝟐 =𝟑𝟕 kft

Calculating Storm Echo Top Heights Similar calculations can be carried out for different ranges and azimuths!

Calculating Storm Echo Top Heights Similar calculations can be carried out for different ranges and azimuths!

Calculating Storm Echo Top Heights Similar calculations can be carried out for different ranges and azimuths!

Polar and Cartesian Coordinates Polar Coordinates Cartesian Coordinates

Polar and Cartesian Coordinates Polar Coordinates Cartesian Coordinates

Converting from Polar to Cartesian How do we go from a polar coordinate to a point on a Cartesian grid?

Converting from Polar to Cartesian How do we go from a polar coordinate to a point on a Cartesian grid?

Converting from Polar to Cartesian How do we go from a polar coordinate to a point on a Cartesian grid?

Converting from Polar to Cartesian y 45° O x 𝐬𝐢𝐧 𝟒𝟓 ° = 𝒚 𝒓 𝐜𝐨𝐬 𝟒𝟓°= 𝒙 𝒓

Mapping Projections Different organizations can use different mapping projections. How do we compare forecasts on maps that don’t look the same? Mercator Projection Stereographic Projection

Stereographic Projections A point P on the sphere is mapped to a unique point P’ on the plane That is, a point P on the Earth is mapped to a unique point P’ on the map P O P’ S

Stereographic Projections A point P on the sphere is mapped to a unique point P’ on the plane That is, a point P on the Earth is mapped to a unique point P’ on the map P O P’ S

Stereographic Projections: Simplified A point P on the circle is mapped to a unique point P’ on the line O P’ S

Stereographic Projections: Simplified Two ways to find P’: Find equation of line from N to P Use similar triangles P (-0.4, 0.2) O (0,0) P’ S (0,-1)

Finding Line from N To P 𝒚=𝒎𝒙+𝒃 Plug in values for N and P: 𝟏=𝒎 𝟎 +𝒃 𝟎.𝟐=𝒎 −𝟎.𝟒 +𝒃 Solve for m and b: 𝒎=𝟐, 𝒃=𝟏 Write equation for the line: 𝒚=𝟐𝒙+𝟏 Find x-coordinate of P’: −𝟏=𝟐 𝒙 +1 𝒙=−𝟏 P’: (-1, -1) N (0,1) P (-0.4, 0.2) O (0,0) P’(x,-1) S (0,-1)

Using Similar Triangles 𝟐 −𝒙 = 𝟎.𝟖 𝟎.𝟒 Cross multiply: 𝟐∗𝟎.𝟒=𝟎.𝟖∗ −𝒙 𝟎.𝟖=−𝟎.𝟖𝒙 𝒙=−𝟏 P’: (-1, -1) 0.8 P (-0.4, 0.2) 2 0.4 P’(x,-1) -x S (0,-1) You could imagine extending these ideas to add another dimension!

Converting Between Projections If φ is latitude, λ is longitude: Mercator projection: 𝒙=λ 𝒚= 𝟏 𝟐 𝐥𝐧 𝟏+𝐬𝐢𝐧 φ 𝟏−𝐬𝐢𝐧 φ If φ is latitude, λ is longitude, φ 𝟏 is central latitude, λ 𝟎 is central longitude, and R is local radius of Earth: Stereographic projection: 𝒙= 𝟐 𝑹 𝐜𝐨𝐬 φ 𝐬𝐢𝐧 λ− λ 𝟎 𝟏+𝐬𝐢𝐧 φ 𝟏 𝐬𝐢𝐧 φ+𝐜𝐨𝐬 φ 𝟏 𝐜𝐨𝐬 φ 𝐜𝐨𝐬 λ− λ 𝟎 𝒚= 𝟐 𝑹 [𝐜𝐨𝐬 φ 𝟏 𝐬𝐢𝐧 φ−𝐬𝐢𝐧 φ 𝟏 𝐜𝐨𝐬 φ 𝐜𝐨𝐬 λ− λ 𝟎 ] 𝟏+𝐬𝐢𝐧 φ 𝟏 𝐬𝐢𝐧 φ+𝐜𝐨𝐬 φ 𝟏 𝐜𝐨𝐬 φ 𝐜𝐨𝐬 λ− λ 𝟎

Summary High school math has many applications to weather radar and forecast generation Calculating storm position/intensity and disseminating that information would not be possible without high school math Without math, we’d be left sticking our heads out the window for weather information!