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Ariel N. Deutsch 1 , Gregory A. Neumann 2 , James W. Head 1 , Paul G. Lucey 3 1 Department of Earth, Environmental and Planetary Sciences, Brown University 2 Planetary Geology, Geophysics, and Geochemistry Laboratory, NASA Goddard Space Flight Center 3 Hawaii Institute of Geophysics and Planetology, University of Hawaii at Monoa Investigating diurnal changes in the normal albedo of the lunar surface at 1064 nm: A new analysis with the Lunar Orbiter Laser Altimeter NASA Exploration Science Forum - 24 July 2019 - Science From and Of the Moon

Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

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Page 1: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3

1Department of Earth, Environmental and Planetary Sciences, Brown University2Planetary Geology, Geophysics, and Geochemistry Laboratory, NASA Goddard Space Flight Center

3Hawaii Institute of Geophysics and Planetology, University of Hawaii at Monoa

Investigating diurnal changes in thenormal albedo of the lunar surface at 1064 nm:

A new analysis with theLunar Orbiter Laser Altimeter

NASA Exploration Science Forum - 24 July 2019 - Science From and Of the Moon

Page 2: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

INTRODUCTION thermal environment at the Moon

Temperature (K)0 400

Nighttime

Daytime

Page 3: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Wavelength (nm)400 800 1200

Ort

hopy

roxe

neR

eflec

tanc

e

0.1

0.3

0.5

0.7

Data from Hinrichs et al. (1999)

INTRODUCTION temperature-dependent spectral changes

1600 2000 2400

Temperature (K)80 400

Page 4: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Wavelength (nm)400 800 1200

0.1

0.3

0.5

0.7

Data from Hinrichs et al. (1999)

INTRODUCTION temperature-dependent spectral changes

1600 2000 2400

Temperature (K)80 400LOLA wavelength

Ort

hopy

roxe

neR

eflec

tanc

e

Page 5: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Temperature (K)

50 100 150 200 250 300 350 400

0.4

0.5

0.6

Orthopyroxene En86

Data from Hinrichs et al. (1999)

INTRODUCTION temperature-dependent spectral changes

Olivine Fo86

Refl

ecta

nce

at 1

064

nm

Page 6: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Temperature (K)

50 100 150 200 250 300 350 400

0.4

0.5

0.6

Lunar soil 67711

Orthopyroxene En86

Data from Hinrichs et al. (1999);

INTRODUCTION temperature-dependent spectral changesR

eflec

tanc

eat

106

4 nm

Hinrichs and Lucey (2002)

Page 7: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

How does the surface reflectance of the Moon, as measured from orbit by LOLA at 1064 nm,

change over the course of a lunar day?

RESEARCH QUESTION

Page 8: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

METHODS diurnal reflectance changes

Determine the reflectance and temperature of the surfacefor local hours 07:00–16:00 in 1°x 1° spatial bins from 65°S to 65°N.

Page 9: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Determine the reflectance and temperature of the surfacefor local hours 07:00–16:00 in 1°x 1° spatial bins from 65°S to 65°N.

07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00

0°N, 180°E

Detector 3

0°N, 0°E

Page 10: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Determine the reflectance and temperature of the surfacefor local hours 07:00–16:00 in 1°x 1° spatial bins from 65°S to 65°N.

07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00

0°N, 180°E

294 K 342 K392 K

0°N, 0°E

Page 11: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Determine the reflectance and temperature of the surfacefor local hours 07:00–16:00 in 1°x 1° spatial bins from 65°S to 65°N.

07:00 08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00

0°N, 180°E

294 K 342 K392 K

0°N, 0°E

Colder Warmer

Brighter Darker

Page 12: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

07:00–08:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 13: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

09:00–10:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 14: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

12:00–13:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 15: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Normal albedo at 1064 nm

RESULTS diurnal reflectance changes

Local time

14:00–15:00

Detector 1

0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 16: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

07:00–08:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 17: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

09:00–10:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 18: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

12:00–13:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 19: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Normal albedo at 1064 nm

RESULTS diurnal reflectance changes

Local time

14:00–15:00

Detector 1

0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 20: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

07:00–08:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 21: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

09:00–10:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 22: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Local time

12:00–13:00

Detector 1

Normal albedo at 1064 nm0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 23: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Normal albedo at 1064 nm

RESULTS diurnal reflectance changes

Local time

14:00–15:00

Detector 1

0.30

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0.10

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

Page 24: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

∆R/∆TDarker

when colder

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

Brighter when colder

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°0

positivenegative

What temperature-dependent changes are occuring?

Page 25: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

What temperature-dependent changes are occuring?

∆R/∆T*1000

-1

00°-60°-120°-180° 180°120°60°

50°N

25°N

25°S

50°S

1. LOLA measures a higher surface reflectance across the lunar surface at colder temperatures.

2. The change in albedo is relatively small (only a few %) from 07:00 to 12:00.

3. The ∆R/∆T*1000 is [-1 0] 1/K on average.

Brighter when colder

Page 26: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

IMPLICATIONS LOLA as a mineralogical sensor?

Where are the greatest temperature-dependent changes occuring?

OPX wt. %

Lemelin et al. (2016)

50

0

∆R/∆T*1000

-1

00°-60°-120°-180° 180°120°60°

50°N

25°N

25°S

50°S

50°N

25°N

25°S

50°S

Brighter when colder

Page 27: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

We observe a higher normal albedo of the lunar surface when the temperature is lower, as measured by LOLA at 1064 nm.

This is consistent with:1. Laboratory observations of pure minerals.

(Singer and Roush, 1985; Roush and Singer, 1986, 1987; Hinrichs and Lucey, 2002)

2. Ground-based observations of A-type asteroids. (Lucey et al., 1998)

3. Spacecraft-based observations of Eros. (Lucey et al., 2002)

On the space-weathered Moon, the magnitude oftemperature-dependent spectral effects is relatively low.

Ongoing work consists of determining the causes of these changes.

Future science of and from the Moon should account for temperature-dependent spectral effects.

CONCLUSIONS

Page 28: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Temperature (K)

50 100 150 200 250 300 350 400

Refl

ecta

nce

0.4

0.5

0.6

Orthopyroxene En86

Data from Hinrichs et al. (1999)

Olivine Fo86

IMPLICATIONS LOLA as a mineralogical sensor

Page 29: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

IMPLICATIONS LOLA as a mineralogical sensor

Olivine

Low-Ca Pyroxene

Clinopyroxene

Plagioclase

∆R/∆T*1000

-1

0

Page 30: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Hinrichs and Lucey (2001)

INTRODUCTION temperature-dependent spectral changes

Pyroxene

Olivine

Page 31: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

IMPLICATIONS LOLA as a mineralogical sensor

Where are the greatest temperature-dependent changes occuring?

60°N

30°N

30°S

60°S

60°N

30°N

30°S

60°S

0°-60°-120°-180° 180°120°60°

0°-60°-120°-180° 180°120°60°

∆R/∆T * 1000 moreless

0 -1

Page 32: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Wavelength (μm)

1.0

Refl

ecta

nce

0.4

0.2

0.0

0.6

0.8

1.0

1.2 1.4 1.6 1.80.8

Data from Lucey et al. (1998)

Fa11 83 K173 K273 K373 K448 K

446 Aeternitas

INTRODUCTION temperature-dependent spectral changes

Page 33: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

IMPLICATIONS LOLA as a mineralogical sensor

Where are the greatest temperature-dependent changes occuring?

OPX wt. %

Lemelin et al. (2016)

50

0

∆R/∆T*1000

-1

00°-60°-120°-180° 180°120°60°

50°N

25°N

25°S

50°S

50°N

25°N

25°S

50°S

Page 34: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

Temperature (K)

50 100 150 200 250 300 350 400

Refl

ecta

nce

0.4

0.5

0.6

Data from Hinrichs et al. (1999)

M

Plot (R,T) for 7-16 for regions that are ortho rich

1.

MM

HH

H

IMPLICATIONS LOLA as a mineralogical sensor

Page 35: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

07:00

Page 36: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

08:00

Page 37: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

09:00

Page 38: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

10:00

Page 39: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

11:00

Page 40: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

12:00

Page 41: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

13:00

Page 42: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

14:00

Page 43: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

RESULTS diurnal reflectance changes

Temperature (K)50 400

Local time

15:00

Page 44: Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1 ... · Ariel N. Deutsch1, Gregory A. Neumann2, James W. Head1, Paul G. Lucey3 1Department of Earth, Environmental and Planetary

IMPLICATIONS future measurements