REVIEW
The MACHO Project: Microlensing Results from 5.7 Years of LMC Observations
Astrophysics · Submitted 15 Jan 2000 · 55 references
Pith's verdict: The paper that killed the all-MACHO halo; the core arithmetic holds, and the main things to watch are presentational — statistical-only error bars sitting next to a 20–30% systematic, and a supernova rejection made without spectra.
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Referee report
The paper
The paper claims
Five and a half years of watching 11.9 million Large Magellanic Cloud stars turned up 13 to 17 microlensing events, three to five times more than known stars can explain, and the authors read the excess as a Milky Way dark halo that is only
The reading
What carries the argument
The argument rests on a single estimator: $
Extended reading notes
Core claim
The measured microlensing optical depth toward the LMC, for events with $2 < t < 400$ days, is $1.$2^{{+0.4}}$_{-0.3}
Load-bearing premise
Every quoted optical depth, halo fraction, and lens mass scales inversely with one measured number: the ratio of true LMC stars to detected objects, taken as $10.84
Editorial extensions
If this is right
- A dark halo made entirely of compact objects is excluded at 95 percent confidence for standard halo models, so the bulk of the Galaxy's dark matter must be non-compact.
- The most likely lens mass, 0.15 to 0.9 solar masses depending on the halo model, sits above the brown dwarf limit and points toward white dwarfs or low-mass stars rather than very light objects.
- The total mass in compact lenses within 50 kpc, about $9 \times 10^{10}$ solar masses, is several times the mass of all known stellar components of the Galaxy.
- The events are spread across the fields rather than concentrated on the LMC bar, which disfavors LMC disk self-lensing and favors an extended Milky Way or LMC halo lens population.
- Supernovae in galaxies behind the LMC are a real contaminant of microlensing samples, and eight candidate events are removed on that basis, so any future dark-matter claim from this technique has to model that background.
Reading between the lines
- If the lenses sit in an undiscovered stellar halo around the LMC rather than in the Milky Way halo, that population should eventually appear as a kinematically distinct, metal-poor set of stars; the paper notes that no such population has been convincingly observed, which makes this the cheapest way to break the degeneracy.
- A halo fraction near 20 percent in white dwarfs would predict a faint cooling sequence and a chemical-enrichment history that deep proper-motion and abundance surveys could check independently of microlensing.
- Because the optical depth fell by a factor of two when the exposure grew by 3.4, the field is still limited by how many events happen to fall in the window; a longer baseline will shift the bottleneck from Poisson counting to the star-to-object normalization and the halo model.
- The same estimator applied to the Small Magellanic Cloud, where LMC self-lensing is absent, would separate a Milky Way halo contribution from any LMC-bound lens population.
Original abstract
We report on our search for microlensing towards the Large Magellanic Cloud (LMC). Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. The timescales ($\that$) of the events range from 34 to 230 days. We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. These results are marginally consistent with our previous results, but are lower by about a factor of two. Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged]
The compiled record
The paper's own sentences, arranged, kept beside the review and separate from it. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.
The abstract, sentence by sentence
We report on our search for microlensing towards the Large Magellanic Cloud (LMC). Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. The timescales ($\that$) of the events range from 34 to 230 days. We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. These results are marginally consistent with our previous results, but are lower by about a factor of two. Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged]
background contribution method result interpretation main claim
| # | sentence | role | the authors' own work | states the main conclusion | strength |
|---|---|---|---|---|---|
| s0 | We report on our search for microlensing towards the Large Magellanic Cloud (LMC). | contribution 0.99 | 0.94 | 0.02 | asserted 0.69 |
| s1 | Analysis of 5.7 years of photometry on 11.9 million stars in the LMC reveals 13 - 17 microlensing events. | result 0.97 | 0.97 | 0.14 | asserted 1.00 |
| s2 | This is significantly more than the $\sim$ 2 to 4 events expected from lensing by known stellar populations. | result 0.84 | 0.66 | 0.15 | asserted 1.00 |
| s3 | The timescales ($\that$) of the events range from 34 to 230 days. | result 1.00 | 0.92 | 0.02 | asserted 1.00 |
| s4 | We estimate the microlensing optical depth towards the LMC from events with $2 < \that < 400$ days to be 1.2 ^{+0.4}_ {-0.3} \ten{-7}$, with an additional 20% to 30% of systematic error. | result 1.00 | 0.97 | 0.10 | asserted 0.99 |
| s5 | The spatial distribution of events is mildly inconsistent with LMC/LMC disk self-lensing, but is consistent with an extended lens distribution such as a Milky Way or LMC halo. | result 0.56 | 0.93 | 0.07 | hedged possibility 0.79 |
| s6 | Interpreted in the context of a Galactic dark matter halo, consisting partially of compact objects, a maximum likelihood analysis gives a MACHO halo fraction of 20% for a typical halo model with a 95% confidence interval of 8% to 50%. | interpretation 0.73 | 0.95 | 0.64 | asserted 0.77 |
| s7 | A 100% MACHO halo is ruled out at the 95% C.L. for all except our most extreme halo model. | result 0.82 | 0.93 | 0.14 | asserted 1.00 |
| s8 | Interpreted as a Galactic halo population, the most likely MACHO mass is between $ 0.15 \msun$ and $ 0.9 \msun$, depending on the halo model, and the total mass in MACHOs out to 50 kpc is found to be 9+4-3 10^{10} msun, independent of the halo model. | result 0.52 | 0.97 | 0.22 | asserted 0.88 |
| s9 | These results are marginally consistent with our previous results, but are lower by about a factor of two. | result 0.62 | 0.68 | 0.06 | hedged possibility 0.87 |
| s10 | Besides a larger data set, this work also includes an improved efficiency determination, improved likelihood analysis, and more thorough testing of systematic errors, especially with respect to the treatment of potential backgrounds to microlensing, such as supernovae in galaxies behind the LMC. [Abridged] | contribution 0.58 | 0.93 | 0.03 | asserted 0.99 |
What was examined, and what was not
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Figures
Showing 12 of the paper's 13 figures. See all figures in the PDF ↗ Figures reproduced from arXiv:astro-ph/0001272 by the authors.
References
How later papers used it
161 later papers cite it
1 later paper by other authors is listed below: 1 used its data or values.
Uses its data or values 1 of 22 papers with this label
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We update the microlensing constraints from the EROS-2 LMC bright stars sample [ref] and the MACHO Collaboration 5.7 year results [ref] , and summarise our updated constraints in table [ref].
Updating the MACHO fraction of the Milky Way dark halo with improved mass models (2018) · Summary · 0.96
How the literature uses it
86 arXiv papers cite this in 139 sentences
Papers citing it · 96 sentences without a confident label
Contests it 3 papers
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Although the new Milky Way rotation curves were clearly incompatible with the standard flat rotation model adopted by [ref] , they were nonetheless noisy, with unexpected departures from a smooth profile which suggested possible artefacts in the data.
Reanalysis of the MACHO constraints on PBH in the light of Gaia DR3 data · Introduction · contest 0.86
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Early indications from the MACHO collaboration that a significant fraction of the Milky Way halo could be in the form of roughly Solar Mass COs [ref] were not confirmed by EROS [ref] and OGLE [ref] .
Stellar microlensing surveys as a probe of Primordial Black Holes: status and prospects · Summary · contest 0.79
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The MACHO collaboration studied microlensing events towards the Large Magellanic Cloud (LMC) and initially reported evidence that MACHOs of mass $(0.15-0.9)$ M$_⊙$ comprise (8-50) % of the total halo DM [ref] , but it was later found that their dataset was contaminated by variable stars [ref] .
Constraining galactic structures of mirror dark matter · Gravitational lensing · contest 0.86
Uses its method or tool 1 paper
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Surveys with a large exposure expect to observe events due to stars in the MW disc and/or LMC, and in this case constraints on the CO mass and halo fraction are calculated using the likelihood [ref] : [equation] where $N_obs$ is the number of observed events and $t̂_i$ are their timescales.
Stellar microlensing surveys as a probe of Primordial Black Holes: status and prospects · Differential event rate and parameter constraints · 0.95
Uses its data or values 16 papers
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The results of this survey are well known [ref] , and include the detection of some 13 unambiguous microlensing events, identified as solar mass compact bodies.
Reanalysis of the MACHO constraints on PBH in the light of Gaia DR3 data · Introduction · 0.86
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For the LMC dark halo, Refs. [ref] take $ρ_0 = 0.0223 / pc^3$ and $a=2$.
Tests of Dark MACHOs: Lensing, Accretion, and Glow · Optical depth and microlensing constraints · 1.00
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There was no known motivation at the time of [ref] to seek light curves of longer duration.
Remarks on Dark Matter Constituents with Many Solar Masses · Introduction · 0.90
Compares with it 1 paper
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This is consistent with the results of MACHO collaboration [ref] .
Spontaneous Mirror Parity Violation, Common Origin of Matter and Dark Matter, and the LHC Signatures · Higgs Potential and Spontaneous Symmetry Breaking · 0.95
Cites it as support 1 paper
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The detection of several microlensing events at LMC (Large Magellanic Cloud) is possibly another significant evidence of baryonic DM in the Milky Way galaxy [ref] .
Compact objects and dark matter dynamics in astroparticle physics · Nature of Dark Matter · 0.97
Cites it as background 16 papers
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Surveys such as the Expérience de Recherche d’Objets Sombres (EROS) [ref] , the MAssive Compact Halo Objects (MACHO) [ref] , the Optical Gravitational Lensing Experiment (OGLE) [ref] , and the Microlensing Observations in Astrophysics (MOA) [ref] collaborations play pivotal roles in these constraint efforts.
Axion star condensation around primordial black holes and microlensing limits · Introduction · 0.84
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In the years following the publication of the MACHO results [ref] , a number of groups set out to make direct measurements of the the Milky Way rotation curve using observations of velocity dispersion in samples of halo star populations.
Reanalysis of the MACHO constraints on PBH in the light of Gaia DR3 data · Introduction · 0.94
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Key backgrounds are supernovae in background galaxies and variable stars [ref] .
Stellar microlensing surveys as a probe of Primordial Black Holes: status and prospects · General principles · 0.82
Discussion
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