Blog Archive

Showing posts with label R package. Show all posts
Showing posts with label R package. Show all posts

Sunday, September 22, 2019

486081 (2012 UX41) vs 504375 (2007 VV73) - Divorced pair?

Asteroids 486081 (2012 UX41)  504375 (2007 VV73) are two distinct objects that have a similar orbit.

I tried to investigate whether these two objects could be a divorced binary pair generating clones and simulating their past behaviour.

The answer is not conclusive but I think these two objects are interesting.

Connecting to the HORIZONS Web-Interface from JPL, you get:

486081 (2012 UX41)

Ephemeris | Orbit Diagram | Orbital Elements | Mission Design | Physical Parameters | Discovery Circumstances ]

[ show orbit diagram ]

Orbital Elements at Epoch 2458600.5 (2019-Apr-27.0) TDB
Reference: JPL 14 (heliocentric ecliptic J2000)
 Element Value Uncertainty (1-sigma)   Units 
e .1032904301220536 6.5866e-08
a 2.245458730002628 4.6918e-08 au
q 2.013524331959336 1.3717e-07 au
i 6.007363025544946 1.256e-05 deg
node 200.7854247185886 6.8302e-05 deg
peri 266.0282980023908 9.2854e-05 deg
M 272.0908404992332 6.2565e-05 deg
tp 2458900.614977660203
(2020-Feb-21.11497766)
0.00021456 TDB
period 1229.011772734908
3.36
3.8519e-05
1.055e-07
d
yr
n .2929182681455487 9.1806e-09 deg/d
Q 2.47739312804592 5.1764e-08 au
Orbit Determination Parameters
   # obs. used (total)      47  
   data-arc span      4156 days (11.38 yr)  
   first obs. used      2005-10-07  
   last obs. used      2017-02-22  
   planetary ephem.      DE431  
   SB-pert. ephem.      SB431-N16  
   condition code      0  
   norm. resid. RMS      .61043  
   source      ORB  
   producer      Otto Matic  
   solution date      2017-Apr-09 04:48:41  

Additional Information
 Earth MOID = 1.04097 au 
 Jupiter MOID = 2.63527 au 
 T_jup = 3.617 
486081 (2012 UX41)
Classification: Main-belt Asteroid          SPK-ID: 2486081

504375 (2007 VV73)

Ephemeris | Orbit Diagram | Orbital Elements | Mission Design | Physical Parameters | Discovery Circumstances ]

[ show orbit diagram ]

Orbital Elements at Epoch 2458600.5 (2019-Apr-27.0) TDB
Reference: JPL 12 (heliocentric ecliptic J2000)
 Element Value Uncertainty (1-sigma)   Units 
e .1029111754557024 5.6919e-08
a 2.245493461895011 2.2879e-08 au
q 2.014407090253301 1.2474e-07 au
i 6.013781035001495 9.9051e-06 deg
node 200.7565685960872 5.9357e-05 deg
peri 263.9747204655452 7.9426e-05 deg
M 83.6944551442494 5.1702e-05 deg
tp 2458314.767063259248
(2018-Jul-15.26706326)
0.00017487 TDB
period 1229.040287667593
3.36
1.8784e-05
5.143e-08
d
yr
n .2929114721562046 4.4767e-09 deg/d
Q 2.476579833536721 2.5234e-08 au
Orbit Determination Parameters
   # obs. used (total)      72  
   data-arc span      4241 days (11.61 yr)  
   first obs. used      2007-09-14  
   last obs. used      2019-04-25  
   planetary ephem.      DE431  
   SB-pert. ephem.      SB431-N16  
   condition code      0  
   norm. resid. RMS      .68836  
   source      ORB  
   producer      Otto Matic  
   solution date      2019-Jul-14 13:44:52  

Additional Information
 Earth MOID = 1.04182 au 
 Jupiter MOID = 2.6423 au 
 T_jup = 3.617 
504375 (2007 VV73)
Classification: Main-belt Asteroid          SPK-ID: 2504375

Clone Generation
I generated 100 clones for both asteroids, trying to achieve the same distribution read from JPL data:

summary_2012+UX41

Clones Target
mean sd mean sd
q 2.01352434 1.4e-07 2.01352433 1.4e-07
e 0.10329043 7e-08 0.10329043 7e-08
i 6.00736228 1.262e-05 6.00736303 1.256e-05
peri 266.02829744 9.299e-05 266.028298 9.285e-05
node 200.78542722 6.809e-05 200.78542472 6.83e-05
tp 2458900.61498223 0.0002149 2458900.61497766 0.00021456
summary_2007+VV73

Clones Target
mean sd mean sd
q 2.0144071 1.3e-07 2.01440709 1.2e-07
e 0.10291117 6e-08 0.10291118 6e-08
i 6.01378178 9.84e-06 6.01378104 9.91e-06
peri 263.97471761 7.905e-05 263.97472047 7.943e-05
node 200.75657263 5.961e-05 200.7565686 5.936e-05
tp 2458314.76706963 0.00017361 2458314.76706326 0.00017487


Simulation
I used the Mercury6 simulator by John E. Chambers:
J.E.Chambers (1999) ``A Hybrid
      Symplectic Integrator that Permits Close Encounters between
      Massive Bodies''. Monthly Notices of the Royal Astronomical
      Society, vol 304, pp793-799.


algorithm: Bulirsch-Stoer
start time: 2458604.5 JD
output interval : 100 days
stop time: -5d7 days
accuracy parameter=1.d-12

Simulation Results
I used an R script to compare the resulting 10000 clone couples looking for the minimum distance ever reached.
In particular, I used the library ggplot2 by Hadley Wickham to display the graphs that you see here.

As expected, every pair is different and you can collect the resulting minimum distances (plus correspondent relative velocities) and the time of minimum distanceto get an idea about the distribution:

Minimum distance

Relative velocities (at the time of min distance) 

Time of Minimum distance


Best couple
The couple of clones that according to the simulation ever reached the minimum distance show this behaviour:


Don't be fooled by the scale, the "zeros" are not really "zeros":
About 122000 years ago, this couple was separated by a distance about 20000 km and the relative velocity was about 50 m/s

Even though the numbers are small, they are not enough to claim that this is a divorced pair (on the other hand, given the uncertainty, I am not sure if you can rule out this idea specially if you could look much more in the past).

Kind Regards,
Alessandro Odasso

Friday, August 18, 2017

Asteroid 2017 DQ15

Asteroid 2017 DQ15 is a NEO (Apollo) displayed in the list of objects with a comet-like orbit maintained by Y. Fernandez.

Orbital Elements at Epoch 2458000.5 (2017-Sep-04.0) TDB
Reference: JPL 7 (heliocentric ecliptic J2000)
 Element Value Uncertainty (1-sigma)   Units 
e .7272164269790051 1.279e-05
a 2.823784780342436 0.00011852 au
q .7702821018241148 3.8782e-06 au
i 20.18557131636563 0.00017551 deg
node 272.8777420846461 0.00046785 deg
peri 350.4179039106148 0.00040687 deg
M 22.44168793940112 0.0013623 deg
tp 2457892.456452631231
(2017-May-18.95645263)
0.00026204 JED
period 1733.18857109974
4.75
0.10912
0.0002988
d
yr
n .207709654911683 1.3077e-05 deg/d
Q 4.877287458860757 0.00020471 au

Orbit Determination Parameters
   # obs. used (total)      43  
   data-arc span      187 days  
   first obs. used      2017-02-10  
   last obs. used      2017-08-16  
   planetary ephem.      DE431  
   SB-pert. ephem.      SB431-N16  
   condition code      5  
   fit RMS      .50315  
   data source      ORB  
   producer      Otto Matic  
   solution date      2017-Aug-17 06:19:02  

Additional Information
 Earth MOID = .22774 au 
 Jupiter MOID = .339108 au 
 T_jup = 2.792 


Based on the nominal orbital parameters and uncertainty, I generated 100 clones with an R script and then I used the Mercury6 simulator by J.E. Chambers to investigate what happened in the last 10^8 days.

Mercury6 simulator: configuration
More about the program "A Hybrid Symplectic Integrator that Permits Close Encounters between Massive Bodies'' can be found here.

Main integration parameters:

   Algorithm: Bulirsch-Stoer (conservative systems)

   Integration start epoch:         2458000.5000000 days
   Integration stop  epoch:        -10^8 days
   Output interval:                     100.000 days
   Output precision:                   medium
   Initial timestep:                      0.100 days
   Accuracy parameter:             1.0000E-12
   Ejection distance:                  1.0000E+02 AU

Simulation results
As seen above, the "ejection distance" used to claim that an asteroid has arrived from the outskirts of the solar system is 100 AU.
The simulation shows that there is a good likelyhood that the asteroid has a cometary origin:
  • 47 out of 100 clones arrived from a distance greater than 100 AU in the last 10^8 days
  • 4 out of 100 clones would have "collided" with the sun 

The most recent arrival time was about 7906 B.C.
The mean arrival time was about 139274 B.C.
The less recent arrival time was about 268318 B.C.


The arrival time distribution of the 47 clones that were likely to be comets is shown below:




Kind Regards,
Alessandro Odasso

Monday, July 10, 2017

(2012 TQ236) vs 341874 (2008 GB53)

(2012 TQ236) vs 341874 (2008 GB53)

This is another interesting couple (same simulation approach described in the previous post).

(2012 TQ236)

Classification: Main-belt Asteroid          SPK-ID: 3612103
Ephemeris | Orbit Diagram | Orbital Elements | Physical Parameters ]

[ show orbit diagram ]

Orbital Elements at Epoch 2458000.5 (2017-Sep-04.0) TDB
Reference: JPL 6 (heliocentric ecliptic J2000)
 Element Value Uncertainty (1-sigma)   Units 
e .1666400181863286 5.5861e-06
a 2.181322170293682 2.3565e-06 au
q 1.817826604165701 1.4148e-05 au
i 3.706000259833047 2.3889e-05 deg
node 130.8866173415038 0.00037736 deg
peri 225.066713022466 0.0031505 deg
M 207.0510430328395 0.0025163 deg
tp 2458500.444927002519
(2019-Jan-16.94492700)
0.0088584 JED
period 1176.73358020709
3.22
0.0019068
5.221e-06
d
yr
n .3059316110760132 4.9574e-07 deg/d
Q 2.544817736421663 2.7491e-06 au
Orbit Determination Parameters
   # obs. used (total)      25  
   data-arc span      1078 days (2.95 yr)  
   first obs. used      2012-09-23  
   last obs. used      2015-09-06  
   planetary ephem.      DE431  
   SB-pert. ephem.      SB431-N16  
   condition code      3  
   fit RMS      .65133  
   data source      ORB  
   producer      Otto Matic  
   solution date      2017-Apr-07 17:13:15  

Additional Information
 Earth MOID = .814749 au 
 Jupiter MOID = 2.88145 au 
 T_jup = 3.660 

341874 (2008 GB53)

Classification: Main-belt Asteroid          SPK-ID: 2341874
Ephemeris | Orbit Diagram | Orbital Elements | Physical Parameters | Discovery Circumstances ]

[ show orbit diagram ]

Orbital Elements at Epoch 2458000.5 (2017-Sep-04.0) TDB
Reference: JPL 4 (heliocentric ecliptic J2000)
 Element Value Uncertainty (1-sigma)   Units 
e .1669528069531998 1.1233e-07
a 2.180875946944555 3.0388e-08 au
q 1.816772585985444 2.5263e-07 au
i 3.706556681959036 1.2083e-05 deg
node 130.8943547687225 0.0001365 deg
peri 225.0440620302201 0.00014182 deg
M 182.8634290772902 3.7363e-05 deg
tp 2458579.329428649479
(2019-Apr-05.82942865)
0.00013018 JED
period 1176.372519962207
3.22
2.4587e-05
6.732e-08
d
yr
n .306025509684267 6.3962e-09 deg/d
Q 2.544979307903666 3.5462e-08 au
Orbit Determination Parameters
   # obs. used (total)      78  
   data-arc span      5842 days (15.99 yr)  
   first obs. used      2001-02-02  
   last obs. used      2017-01-31  
   planetary ephem.      DE431  
   SB-pert. ephem.      SB431-N16  
   condition code      0  
   fit RMS      .48759  
   data source      ORB  
   producer      Otto Matic  
   solution date      2017-Apr-10 08:47:34  

Additional Information
 Earth MOID = .813692 au 
 Jupiter MOID = 2.88132 au 
 T_jup = 3.660 

Simulation results ((note, Time 0 is JD 0 --> 4713 B.C.)

Kind Regards,
Alessandro Odasso