Thermal model fjtting NEOWISE data Straightforward Cases Paul - - PowerPoint PPT Presentation

thermal model fjtting neowise data straightforward cases
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Thermal model fjtting NEOWISE data Straightforward Cases Paul - - PowerPoint PPT Presentation

Thermal model fjtting NEOWISE data Straightforward Cases Paul Pinchuk 1 , Nathan Myhrvold 2 , Jean-Luc Margot 1 1 UCLA Physics and Astronomy Department 2 Intellectual Ventures WISE/NEOWISE Myhrvold N. 2018 Icarus 303 9 Data Filters


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SLIDE 1

Thermal model fjtting NEOWISE data – Straightforward Cases

Paul Pinchuk1, Nathan Myhrvold2, Jean-Luc Margot1

1UCLA Physics and Astronomy Department 2Intellectual Ventures

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SLIDE 2

WISE/NEOWISE

Myhrvold N. 2018 Icarus 303 9

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SLIDE 3

Data Filters

  • Photometric quality fmag = A, B, or C
  • Artjfact fmag = 0; No saturated pixels
  • Signal to Noise Ratjo > 4
  • PSF fjt reduced <= 2
  • JPL Horizons positjons within 95% CI for adjusted

sigma on RA, DEC

  • Remove background object confusion cases
  • Remove asteroid conjunctjons
  • A minimum of 3 datapoints per band in all four bands
  • Photometric

Locatjon and confusion Data reliability

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SLIDE 4

T

  • tal Asteroids Remaining = 4688
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SLIDE 5

Error Scaling

  • Myhrvold N. 2018 Icarus 303 9
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SLIDE 6

Error Scaling

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SLIDE 7

Thermal Models

Myhrvold N. 2018 Icarus 303 9

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SLIDE 8

Thermal Models

Myhrvold N. 2018 Icarus 303 9

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SLIDE 9

Thermal Models

  • Myhrvold reparameterizatjon
  • For all models - fjt by minimizing using scaled uncertaintjes
  • Myhrvold N. 2018 Icarus 303 9
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SLIDE 10

Outlier Rejection

  • Iteratjve procedure
  • Perform model fjt with all data
  • Data points with residuals greater than 3 are discarded
  • Repeat procedure with remaining data points untjl convergence
  • Eliminates additjonal asteroids
  • Future: additjon of light curve fjttjng
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SLIDE 11

Outlier Rejection

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SLIDE 12

W3-W4 Correlation

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SLIDE 13

Comparison with NEOWISE (2011)

Masiero, J., et al., 2011. Astrophys. J. 741

  • Main belt asteroids
  • Systematjc ofgset:
  • Mean of : 1.04
  • STD of : 0.098
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SLIDE 14

Comparison with NEOWISE (PDS)

  • Systematjc ofgset:
  • Mean of : 1.065
  • STD of : 0.142

EAR-A-COMPIL-5-NEOWISEDIAM-V1.0 NASA Planetary Data System 2

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SLIDE 15

Linear Regression Fit

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SLIDE 16

Comparison with Independent Estimates

Asteroid (km) (km) 951 12.0 N/A 14.062 0.147 951 12.2 N/A 14.062 0.147 164121 1.1 N/A 1.175 0.013 68216 1.4 N/A 1.441 0.021 Asteroid 951 12.0 N/A 14.062 0.147 951 12.2 N/A 14.062 0.147 164121 1.1 N/A 1.175 0.013 68216 1.4 N/A 1.441 0.021

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SLIDE 17

Size Distribution

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SLIDE 18

T axonomy Distribution

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SLIDE 19

Future Directions

  • Light Curves
  • How to handle less well-behaved cases
  • Wavelength-dependent beaming parameter?
  • Wavelength-dependent emissivity? (See next talk)