Tag Archives: false positives

What TESS will do for Exoplanets

The Transiting Exoplanet Survey Satellite is a rather impressive mission! Only approved in 2013, in just 5 years the team from MIT have built an astounding little satellite. I won’t talk about it’s funky lunar-resonant orbit, about its internal hardware, or even about it’s launch on a Space X Falcon 9. Instead I’m going to talk Science. What will it find? Why is that important?

TESS has four cameras, each around 10cm in diameter. These will scan tens of thousands of stars hunting for the blip in light as a planet transits across its star, just like NASA’s Kepler mission did before it. However, TESS’s cameras are about 10x smaller than Kepler and that means TESS will collect around 100x fewer photons. And, given photons are built up over time, consider also that TESS will stare at most stars for only a month where Kepler looked at its field for 36! In both these cases, TESS will capture far less light from the stars it studies, and therefore far more noise. For any given Kepler planet, TESS will see between 20 and 60 times less signal, making easily-spotted giant planets & neptunes disappear into the noise of the TESS data.

However, all is not lost. TESS searches an area around 5.5% of the sky in one pointing  (20x more than Kepler) and will eventually cover 60% after its 2 year mission (100x more than Kepler!). That wide field also means that TESS can focus on closer and brighter stars. In fact the average TESS planet host will be about 3 magnitudes brighter than a Kepler planet. Some of them will even be naked-eye visible! That’s a factor of 16 in photons, which helps claws back some of the losses from its reduced size. Those brighter stars also suddenly mean that following up targets from the ground (either to hunt for more transits, or to measure a planet’s mass with RVs) is so much easier! So this strategy should pay off, in terms of the sheer number of planets (which should dwarf Kepler), and in terms of the number of those planets which will be characterisable afterwards.

The sheer number of TESS planets! From Zach Berta-Thompson

So what will it spot? Well, planets. A lot of them. The Sullivan et al yield paper (which has recently been updated by Barclay et al) showed that, from the 200,000 stars it will study in detail, we can expect nearly 2000 planets. But in the 2 million or so bright stars that are also observed (in the full-frame images it sends back), that increases to a whopping 25 thousand! They includes something like 17,000 hot Jupiter candidates, meaning TESS will detect almost every single transiting hot Jupiter within a few hundred lightyears (and help put out-of-business the ground-based observatories like WASP, KELT, HAT, etc).

TESS’s planet haul will also include a few thousand Neptunes & Super-Earths, and a few dozen Earth-size planets (~50). These small planets, unlike Kepler, will mostly be around small stars. That means, if your personal definition of “earthlike planet” requires a sunlike star (and maybe it should), than TESS is incapable of finding any Earthlike planets. It will find a handful of ~1Re planets with similar surface temperatures to Earth around M-dwarfs, however.

https://www.youtube.com/watch?v=Li_gTLRberk

I’ll finish off with some personal thoughts. I have to admit, I was a big sceptic of TESS until a couple of months ago! I thought its tiny cameras would only find M-dwarf planets & hot jupiters. However, having run my own yield simulations, I realise I was wrong! TESS is more than capable of finding interesting small planets around stars larger than M-dwarfs! For example, it should find hundreds of 1.5-4Re short-period planets around bright K and G-stars in the full frame images. Far brighter stars than for Kepler! The mass-radius plot after TESS is going to be far better filled-in than it is now!

Despite the fact it will find lots of interesting rocks planets, the recent news articles calling TESS a “habitable planet hunter” are simply bad science journalism (although something we’ve come to expect from the NASA press-release hype-machine). The coolest thing about TESS is not that it will find a few flare-scorched M-dwarf worlds, but instead that it will find so many other new exoplanets, from super-Earths to hot Jupiters. Those sheer numbers will allow statistical samples of well-characterised planets in ways we’ve never even previously considered.

Something I think we should not expect from TESS, however, is huge bulk announcements of “validated” TESS planets. TESS’s wide field means it has enormous pixels compared to Kepler. That means there is far higher chance that there’s another star (such as a binary) hiding within the pixels, something Kepler did not have to worry about so much. That might mean that many more of TESS’s candidate planets remain candidates (my guess), or maybe that, thanks to our ability to follow-up these candidates from the ground, we get far more planets and far more information on those planets than we did with Kepler. Only time will tell!

All that remains is to say good luck to TESS on its SpaceX launch & it’s journey out to its resonant orbit (via the moon)!

On a side/personal note – what was supposed to be a “birthday present” for me (launching on 16th April) is now more of a “memorial” to my grandmother Alice, who passed away on the afternoon of the launch (18th April 2018) at the age of 97. RIP. 

Kepler’s Last Stand: Verification by Multiplicity

TNG_LaPalmaFor 3 months a year, the TNG telescope on the island of La Palma turns its high-precision spectrometer (HARPS-N) towards the constellations of Cygnus and Lyra. This is the field of view that NASA’s Kepler space telescope stared at for more than 3 years, detecting thousands of potential new exoplanets using the transit method. There the TNG scans hundreds of Kepler’s potentially planet-holding stars looking for tiny changes in their radial velocity. If detected, this signal will indicate the presence of a real planet, confirming once and for all what Kepler first hinted at many months before. This is the process that, up until now, has been used to definitively find the majority of Kepler’s 211 planets.

exoplanetdiscoverieshistogram
New ‘discoveries’ in context

That appeared to change in the blink of an eye this week with the confirmation of 715 new planets using a new catch-all statistical technique. But how did the Kepler team confirm all these new worlds, and can they really be considered real planets?

Without further observations with instruments such as HARPS, Kepler’s 3000 planetary candidates cannot usually be called definite planets. This is because a number of other signals could mimic the transit signal of a star, including tightly bound double-stars that graze one other as they orbit, or unseen dim stars that have binary companions. Alternatively the cameras themselves could be acting up, producing periodic, transit-like signals in the data. Last year a team used simulations of the Kepler data to estimate that around 10% of the candidates were likely to be such false positives.

KepCands
Kepler Candidates by size

So how can more than 700 worlds be confirmed at once, without any manual work from telescopes on the ground? The answer is through performing statistics on Kepler’s planets. Of a zoo of 190,000 stars observed, Kepler discovered 3000 potential planets, of which 10% are likely to be spurious signals. As a rough estimate then (and the Kepler team go into much more effort than this), the random probability of finding a false positive is 300/190,000, or a rate of only 0.16%.

That number on its own cannot help confirm planets. The trick comes when thinking about Kepler’s hundreds of multiple planet systems. The likelihood of a single-planet system randomly having another false positive also in the data is extremely low. In fact, applying that rough number to the 1000 best single-planet candidates tells us only around 2 of those multiplanet systems should have a spurious planet. Similar calculations can be done for even rarer systems with two false positives, two planets and a false positive, etc.

KeplerFPs
Possible False Positve Signals

This rate can also be significantly improved by excluding any targets more likely to give these spurious signals. For example, the authors removed more than 350 potential planets from the initial sample for many reasons. Some had instrumental artefacts seen in other stars or had transits close to the limit of detection. Others with V-shaped transits were eliminated as these are more likely to be grazing binary stars. The team also studied the images Kepler took to check for possible transits on a secondary star, eliminating anything where the transit did not in the star’s central position.

Using these cuts, the study narrowed down the search to 851 planets around 340 stars. Applying statistics and using the estimate that 10% of currently detected planets might be false positives, the team found that 849 of the 851 planets were likely to be planets. This corresponds to a certainty of 99.8%,  just greater than 3σ, which in astronomy is usually enough to constitute a detection. This is how “verification by multiplicity” works.

sizes
Confirmed Kepler Planets by Size

Of these, 715 are previously un-confirmed worlds. Nearly all are relatively small planets, with radii going from the same as Earth up to that of Neptune. Four of these new planets may also reside in their star’s habitable zone, the region where liquid water could exist on the surface.

As amazing as it would be to nearly double the number of exoplanets overnight, some doubts remain about this method. By eliminating astronomical follow-ups, no extra information can be gleaned. For example, without performing radial velocity measurements, the mass of these planets will never be known. And without other accurate astronomical studies, we cannot accurately determine the nature of the star, and therefore the radius of the planet.

The main difference, though, comes from the impersonal nature of verification by multiplicity. Previous confirmation methods assessed the probability of each candidate being a planet individually. By performing the confirmation in bulk we will know, thanks to the statistics, that at least 2 planets are imposters*. But if exoplanet astronomers can learn to live with that doubt, such planets may well be accepted as confirmed worlds and this simple idea will see the single biggest influx of validated exoplanets in history.

* Here’s another way to compare those statements. Imagine you have two pills. One produces a 0.2% chance of death. The other causes the loss of two fingers (0.2% body mass). By adding these planets to the list of exoplanets, we may well gain a whole new body of worlds, but there will be painful amputations to come in the future.

The two papers, which will be released on March 10th in ApJ, can be found here (Lissauer, 2014) and here (Rowe, 2014).

UPDATE: The new planets are proving reasonably contentious. The exoplanet counter on NASA’s planetquest sits at 1690 , wheras the Paris-based exoplanet.eu remains on 1078. Time will tell whether astronomers accept these as true planets or simply string candidates.