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Star Formation in the Galaxy and the MUBLO

  • Postdocs: Miriam Garcia Santa Maria (2024-), Allison Towner (2020-2023)
  • PhD: Desmond Jeff, Theo Richardson, Alyssa Bulatek, Nazar Budaiev, Savannah Gramze, Taehwa Yoo
  • Undergrad: Derod Deal, Aden Dawson
  • Supported by NSF 2008101, 2206511, CAREER 2142300, STSCI 1905, 2221, 3523, Astropy
Collaborators: John Bally, Ashley Barnes, Cara Battersby, Roberto Galván-Madrid, Jonathan Henshaw, J. M. Diederik Kruijssen, Steven Longmore, Xing Lu, Fanyi Meng, Elisabeth A.C. Mills, Juergen Ott, Justin Otter, Álvaro Sánchez-Monge, Peter Schilke, Daniel Walker, Erik Rosolowsky, Eric Koch, Ciriaco Goddi, Brett McGuire, Dick Plambeck, Melvyn Wright, Johan van der Walt, Henrik Beuther, Kei Tanaka, Yichen Zhang, the ALMA-IMF team (Timea Csengeri, Fabien Louvet, Nichol Cunningham, Frederique Motte, Patricio Sanhueza, Thomas Nony, Yohan Pouteau, Melisse Bonfand, Fernando Olguin, Sylvain Bontemps, and many others), and the ACES team
Slides available at https://keflavich.github.io/talks/colloquium_Sep2024_Columbia.html or from my webpage →talks

Star formation drives the evolution of the universe

Star Formation oversimplified

The star formation rate, i.e., how much gas turns to stars
L / M
The light per unit mass, i.e., how stars and stellar populations turn matter into light

High-mass stars produce photons & heavy elements
low-mass stars live practically forever

Point color shows effective temperature, point size shows luminosity (left) and mass (right)

The stellar initial mass function (IMF)

Stars are sampled from this distribution
(but it's not universal)
High-mass stars populate the stellar graveyard

Almost all of the light in star-forming galaxies is produced by high-mass stars

The stars form in and from gas (as traced by dust)

Most of what we know of star formation in detail comes from small local clouds

Most of what we know of star formation in detail comes from small local clouds

Cartoon of isolated low-mass star formation

A molecular cloud fragments

The core forms a central protostar

The protostar heats its parent core and forms a disk

It drives an outflow and consumes (or runs from or blows out) its core

Eventually, you end with just a star-disk system

Cartoon of isolated low-mass star formation

The isolated cartoon is wrong in several ways

Cores fragment. Massive stars cook their neighbors in hot cores.

Most of what we know of star formation in detail comes from small local clouds

They contain only low-mass stars and do not represent star formation in general

Most stars form in denser regions

NGC 3603 is a high-mass (104 M) cluster
Lada & Lada 2003:
5-10% in bound clusters
in our Galaxy

High-mass clusters have top-heavier IMFs

Proto-cluster regions in our Galaxy sample conditions that were commonplace in the early universe

Two ALMA large programs probe these conditions:
ALMA-IMF:
  • 15 High-mass protoclusters probing young (few stars) to old (blowing out gas)
  • Two ALMA bands looking at cold gas & dust
  • Data published, analysis ongoing
ACES:
  • The whole Galactic Center, with low-SF and high-SF clouds
  • One ALMA band, biggest mosaic made.
  • Data all delivered, mostly reduced
Are top-heavy IMFs limited to clusters?
NGC 3603 & Westerlund 1

SSCs are common in starburst nuclei and drive galactic outflows

NGC 253 protoclusters (Leroy+2018)
NGC 4945 protoclusters (Emig+2020)

Star formation drives the evolution of the universe

Most stars in most galaxies formed long ago

Galaxies were smaller & denser back then

STSCI; Pappovich, Ferguson, Faber, Labbe
...or does the IMF vary with Galactic environment?

Big Questions in Star Formation

I'll highlight incremental progress toward answering some of these
spiced with a few intriguing discoveries

  • How does the IMF vary, and what controls its variation?
  • What controls the star formation rate in galaxies?
  • When and how do planets form?
  • How does stellar clustering affect each of these?
Questions in Star Formation
  1. What initiates star formation?
  2. What Processes Govern Protostellar Evolution and Determine the Stellar Mass and Rotation Rate?
  3. How do Massive Stars Form?
  4. What is Lifetime of Molecular Clouds (and the Duration of Star Formation)?
  5. What Physics Determines the Initial Mass Function?
  6. What Physics Regulates the Rate & Efficiency?
  7. What Role Does Environment Play in Star and Planet Formation?
  8. What Physics Regulates Star Formation in Clusters?
  9. How homogeneous are clusters?
  10. What is the role of feedback (outflow, radiation, wind, etc) in star formation?
  11. What is the role of disks in star and planet formation?
  12. How do multiple systems form?

Our Galaxy

Gaia star colors via ESA

Our Galaxy

2MASS via IPAC

Our Galaxy

Planck + HI4PI via lambda.gsfc.nasa.gov

Our Galaxy

HI: "Diffuse" gas
HI4PI

Our Galaxy

Dust
Planck

Our Galaxy

CO: molecular gas
Planck

Our Galaxy

the gas & dust where stars form

the gas & dust where stars form: Orion

the gas & dust where stars form: Orion

the gas & dust where stars form: Orion

the gas & dust where stars form: Orion

The Integral-Shaped filament has $\sim10^4$ M$_\odot$ of gas over $\sim$10 pc Kong+ 2018 CARMA-Orion survey

the gas & dust where stars form: Orion

The Orion Molecular Cloud is the closest (d$\sim400$ pc) site of high-mass star formation

the gas & dust where stars form: Orion

BOOM!

Orion Source I
a disk around a 15 M YSO

Salt: NaCl

Temperature?

Temperature?

A contrived model

Observing the Keplerian rotation profile of a disk is the most direct way to measure a protostar's mass

(we can only see the disk, not the star itself)

Salt is a tool to weigh HMYSOs

Keplerian orbits measure mass

More Brinary disks

Ginsburg+ 2023: New sample. Miriam Garcia Santa-Maria is following up

Briny chemistry:

Salts, SiS, SiO, and PN are seen together [but limited spectral coverage]

The Orion Molecular Cloud Core is a dense cluster


FOV: 0.07 pc (16000 AU)

Likely the only gas-rich protocluster with a complete YSO census:
ALMA (Otter), VLA (Ballering, Wright), Chandra, JWST....

N*OMC(Otter+ 2021) = 1.6 x 105 pc-3
N*ONC(Otter+ 2021) = 0.6 x 105 pc-3
N*ONC(Hillenbrand+ 1998) = 0.2 x 105 pc-3

Most stars form in denser regions

NGC 1333, an embedded low-mass cluster
Lada & Lada 2003: >70% in embedded clusters
500 years ago, four or more stars were in a multiple system
The old picture involved source n, but it's not moving fast enough

Clusters are sites of interactions & collisions


The BN/I/x interaction is the poster case of accretion ended by dynamical interaction.
...even though Orion is only a medium-mass proto-open-cluster
Interactions are (probably) more common in high-mass clusters

The outflow (& disk) around W51 North changed direction by ~50 deg in < 100 years.

0.25-0.5 M accreted

We don't know the frequency of these events; they are likely bright transients, but most often heavily dust-obscured


The Inner Galaxy is where most stars form


The Inner Galaxy is where most stars form

ALMA-IMF: 15 high-mass star-forming regions

Orange layer shows ATLASGAL 870$\mu$m dust:
the dense gas where stars form

ALMA-IMF: 15 high-mass star-forming regions

Orange layer shows ATLASGAL 870$\mu$m dust:
the dense gas where stars form
ALMA-IMF targets are among the most massive between 2-6 kpc from the sun
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]
1mm Dust
[ALMA]
870 μm Dust
[APEX/ATLASGAL]

ALMA-IMF data highlights

Gas flows in N2H+ filaments (Álvarez-Gutiérrez+ 2024)
Collapse is slower on larger scales, but fast enough to matter.

ALMA-IMF: Continuum Data → core catalogs

Pouteau+ 2022 W43-MM2/3

ALMA-IMF: CMF measurement & YSO counting

(these papers are all now submitted or accepted, but this is a screenshot that includes everyone's photos...)

Classic model: a "core mass function" maps to the IMF

Many alternatives, no consensus on which is best

However, a core is not a core.
Cores change states

...but the naïve version doesn't work

ALMA-IMF "Core" Mass CDF

The CMF in protoclusters is shallower than the IMF
Louvet+ 2024
Context: Recent CMF measurements
Many! Differ in: resolution, algorithm, selection.
Nearby surveys are only-starless; more distant are starless + protostellar

Publication Distance Ncores Mmin Mmax Resoln [au] Slope "stage" Figure
Louvet+ 2024 2-6 330 1.64 200 2000 0.97 HM
Zhang+ 2024 0.4 927 0.3 20 8000 1.4 LM
Armante+ 2024 2.4 80 0.03 13.2 2000 1.44 HII
Cheng+2024 4.5 183 0.5 10 3000 1.15 HM
Pouteau+ 2023 6 205 0.8 70 2500 0.93 HM
Li+ 2023 0.7 570 4 200 15000 1.35 LM
Suárez+ 2021 7.1 40 2.0 59 1000 1.11 HII
Könyves+ 2020 0.4 292 0.2 20 8000 1.33 LM
...
How does the CMF become the IMF?
Many cores are protostellar - so there's a mass correction
The path to better mass measurement:
YSO modeling → luminosity functions
Richardson, Ginsburg, Indebetouw, Robitaille 2024 (2401.12810)
NSF 2008101:
"How are stellar masses set?"
Theo Richardson
The path to better mass measurement:
YSO modeling → luminosity functions
NSF 2008101: "How are stellar masses set?"
Theo Richardson
How does the CMF become the IMF?

Some cores fragment, some disappear


Taehwa Yoo+: fragmentation
toward W51

What's inside the cores?

What's inside the cores?

What's inside the cores?

How does the CMF become the IMF?

Some cores fragment, some disappear


Taehwa Yoo+: fragmentation
toward W51
How does the CMF become the IMF?

Some cores fragment, some disappear


Taehwa Yoo+: fragmentation
toward W51
How does the CMF become the IMF?

Some cores fragment, some disappear


Budaiev+ 2024: fragmentation in Sgr B2
How does the CMF become the IMF?
Trend: More massive cores fragment more.


Yoo+ in prep: W51
Budaiev+ 2024: Sgr B2
How does the CMF become the IMF?
Trend: More massive cores make more massive single stars


Yoo+ in prep: W51
Budaiev+ 2024: Sgr B2

Several different scenarios: mix of mechanisms

Is star formation different in other environments?
In the Galactic Center?

Is star formation different in other environments?
In the Galactic Center?

Is star formation different in other environments?
In the Galactic Center?

Is star formation different in other environments?
In the Galactic Center?

Is star formation different in other environments?
In the Galactic Center?

The CMZ

$\sim10^8$ M$_\odot$ of gas in $\sim200$ pc, 10% of Galactic star formation

The Central Molecular Zone of the Galaxy represents one extreme of star forming conditions in the Galaxy

The CMZ gas is constantly replenished, as seen in "Extreme Velocity Features"
Savannah Gramze

Velocity bridge: evidence for collision after overshooting Gramze+ 2023

How does gas flow into the Galactic Center?

We think the ring-like feature formed in this simulation is a good model for the CMZ
Sormani+ in prep
The CMZ:
CMZOOM (SMA survey) & early ALMA surveys started to map high-mass star formation Battersby+ 2020, Hatchfield+ 2020, Callanan+ 2023, Hatchfield+ 2024

The proto-Super Star Cluster Sgr B2 dominates SF in the CMZ

Two $>10^4$ M$_\odot$ clusters within $<3$ pc; $10^6$ M$_\odot$ of gas in $\sim10$ pc

In denser (parts of) galaxies, more stars form in clusters

Γ is the fraction of stars forming in bound clusters
Galaxy averages

The "Bound Cluster Fraction" is predicted higher in the CMZ

Γ is the fraction of stars forming in bound clusters
Galaxy averages
CMZ prediction

The "Bound Cluster Fraction" is higher in CMZs

Γ is the fraction of stars forming in bound clusters
Galaxy averages
CMZ prediction
Sgr B2 data

The "Bound Cluster Fraction" was higher in the past

Zoom in to Sgr B2

The proto-Super Star Cluster Sgr B2 dominates SF in the CMZ

Two $>10^4$ M$_\odot$ clusters within $<3$ pc; $10^6$ M$_\odot$ of gas in $\sim10$ pc

The proto-Super Star Cluster Sgr B2 dominates SF in the CMZ

Two $>10^4$ M$_\odot$ clusters within $<3$ pc; $10^6$ M$_\odot$ of gas in $\sim10$ pc

Comparison of Sgr B2 (one cloud, 200 pc2) with
ALMA-IMF (15 SFRs, 53 pc2)

3mm catalog → Simplistic mass inferences

At this sensitivity, all are M>8 YSOs
Mtot = 8 M
0 M N(M) dM

8 M N(M) dM
= 96 M

The "Bound Cluster Fraction" is higher in CMZs

Γ is the fraction of stars forming in bound clusters
Galaxy averages
CMZ prediction
Sgr B2 data

Higher CMF + top-heavy cluster IMF = top-heavy CMZ IMF

The CMZ: ACES

The first complete survey of the CMZ with 2.4" resolution (previous best was ~15")
between ~2 microns and 10 cm.
Results forthcoming! Continuum, line data papers, catalogs, kinematic analyses, filament identifications all in prep....
... but the first result is unrelated (?) to star formation:
The MUBLO: Millimeter Ultra Broad-Line Object
Broad-Line: FWHM~160 km s-1
Broad-Line (broader than the CMZ, but only <2")
Weird chemistry (no SiO?!?)
Dusty
...and cold, using SO LTE model
No NIR counterpart
No counterparts!
Hypotheses & Data

Summary

Dynamical interactions are common where stars form
and they are more common in clusters. Environment matters!

Most stars form in regions unlike the solar neighborhood
  • Shallower Core Mass Function in richer SF regions
  • The Galactic Center forms more stars in clusters


Weird things abound
  • Gas-phase salt is prominent in disks around high-mass stars
  • There's an extremely broad linewidth, compact source in the Galactic Center


Bonus slides past here

Final segment:

Astrochemistry:
Hot Cores
Ices
Line Surveys
F187N F182M F150W
F210M F187N F182M
F212N F210M F187W
F300M F212N F210M
F360M F300M F212N
F405N F360M F300M
F410M F405N F360M
F466N F410M F300M
F466N F410M F405N
F480M F410M F360M
F480M F466N F410M
F200W F182M F115W
F212N F200W F182M
F356W F212N F200W
F410M F356W F212N
F444W F410M F356W
F466N F444W F410M
keflavich.github.io/talks/EPOS_2024.html for more about the Brick

Hot cores in the Galactic center: Distributed MYSOs

Desmond Jeff+ 2024

Ten hot cores in Sgr B2 DS
outside the massive clusters
TG ~ 200-500 K
M ~ 200 - 2900 M
(proto-O-stars / clusters)
~5% of cores are hot cores
Sgr B2 DS: More massive cores than the Disk
Desmond Jeff+ 2024

Hot Cores

Hot cores are chemically rich sites of high-mass star formation.
They are only found in the more distant disk & CMZ regions

Hot Cores

Hot cores are chemically rich sites of high-mass star formation.
They are only found in the more distant disk & CMZ regions
The Brick isn't forming many stars
The Brick is icy
The Brick is icy
Building new tools: Spectral Line Survey of The Brick
Alyssa Bulatek: Spectral Line Survey of The Brick
  • Dasar line at 107 GHz
  • CH3OH only in absorption
  • Occurs at density $n<10^6 \mathrm{cm}^{-3}$

Some notes on Data Scale

ALMA-IMF
250 TB
ACES
300 TB
Sgr B2: VLA 18A-229, 22A-020, ALMA 2013.1.00269.S, 2016.1.00550.S, 2017.1.00114.S
150 TB

Reducing and analyzing these data is impractical without huge allocations on parallel, scalable systems

Brinary disks

The SrcI disk has gas-phase salt (NaCl, KCl) and water (H2O).
So it's brine.
(blame Adam Leroy for this term)
IRAS16547A/B (Tanaka+ 2020) have (unresolved) salt water disks

Brine lines measure dynamical mass


NaCl v=1 J=18-17 Stack of v=[0,1] Ju=[18,17]
SrcI

15 M 30 M 40 M

What have we learned about brinaries?

  • Neither common nor rare: 10 known so far, >23 HMYSO candidates examined
    • Y: SrcI, G17, IRAS16547, NGC6334I, G351.77, W33A
      • Ginsburg+ 2019, Tanaka+ 2020, Ginsburg+ 2022
    • N: I16523, I18089, G11, G5, NGC6334IN, S255IR NIRS3, G333.23-0.06, I18162
      • Ginsburg+ 2022
  • Coincide w/line-poor sources
    • Not hot cores; little mass reservoir?
  • Trace reasonably symmetric disks (in the well-resolved cases)
    • there is some ambiguity b/w disk & outflow in one case

Compare: G17 vs G11

G17: Brinary
Hot (ionizing) photosphere. Circular disk.
G11: Not-Brinary
Molecule rich, kinematically messy & extended

W51 e2e: Too optically thick at 1mm to measure disk

CS v=0 J=1-0 and v=0 J=2-1 masers may trace the disk?

M = 24-10+12M
if the masers trace a disk

CS maser conditions

van der Walt+ 2020
  • Top: CS J=1-0, Bottom: CS J=2-1
  • Red: Consistent w/W51e2e observations
  • Masers do not coexist; require different specific CS column
    (N2-1=1015.6, N1-01016.1 cm-2)
  • Require high abundance (XCS > 10-5)
  • Hot (300-500 K), moderate-density (n~105 cm-3): Disk surface? Or outflow cavity wall?
Salt backup slides

Possible future uses for these lines?

  • Metallicity measurement in deeply embedded star-forming environments? (at least of Na, K, Cl)
  • Disk kinematics of high-mass stars, which are otherwise unobservable (τ>1 at mm wavelengths)
  • Disk kinematic measurements at early stages?
  • Probe dust destruction (and/or formation?) in outflows, disks?
  • Probe radiation environment around HMYSOs?

Why do we see salt?

  • Previously, NaCl & KCl only in AGB* atmospheres,
    associated with dust formation
  • Most likely dust destruction here
    Dust destruction happens immediately as the outflow is launched?
  • What about excitation? We see vibrationally excited lines, which are not seen in AGB*s

We do not have a viable model to explain these temperatures

A strong non-blackbody radiation field from 25-40 µm may explain them.
Forsterite (MgSiO4) has some emission bands in that range. Maybe?
What's next for salts? (VLA 22A-022, 23A-016)
Deep VLA observations of low-J lines in Orion

How is star formation in high-mass clusters different?

Cartoon of high- and low-mass star formation

Main difference: massive stars affect their surroundings

Classic HII region feedback:
O-stars clear out their environment

Accreting massive young stars affect their environment

Accreting massive young stars affect their environment

Accreting massive young stars affect their environment

The characteristic fragmentation scale


The Jeans Mass MJ is the mass where gravity and thermal pressure are balanced.

MJ ∝ T3/2 ρ−1/2

The characteristic fragmentation scale is larger

Jeans Mass MJ ∝ T3/2 ρ−1/2

Feedback affects dense gas

ALMA + VLA + GBT together give multiple temperature probes on multiple scales.
High-mass protoclusters are filled with gas warmed by feedback.
Ginsburg+ 2017, Machado+ in prep

The cartoon in the context of HMSF

These high mass cores suppress low-mass star formation (LMSF) in their vicinity. They reduce or prevent LMSF in the cores of stellar clusters.

More extreme: 'cooperative accretion'

With enough high-mass stars forming concurrently, massive stars may prevent fragmentation entirely.
If they still have enough gravity to bind the gas, the remaining gas is forced onto the most massive gravitational sinks.

Large scales again:
What governs the star formation rate?

Turbulent ISM models

Turbulent ISM models

Turbulent ISM models

Measuring Line Profiles

SCOUSE uses pyspeckit for manual fits. Gausspy+ is machine-learning trained. We're exploring more automated approaches.

ALMA enables protostar counting in
distant, massive clouds

Sgr B2: the most massive & star-forming cloud in the Galaxy

How do we learn about clustering? The IMF?

  • Count objects:
    • Cores are (sometimes) countable
    • Protostars are countable

YSO counts let us investigate thresholds

Local cloud studies support the idea of a gas density threshold for star formation

Thresholds are used in simulations to say
"if gas reaches this density, turn it into stars"
Compare YSO counts in Sgr B2 and the CMC

Is there a threshold?

Is there a threshold?

A threshold separates Sgr B2 from The Brick

Walker+ 2021

3mm Luminosity Function

What are the sources?

At this sensitivity, all are M>8 YSOs

Mass measurements: Optically thin, isothermal dust



TD estimated with PPMAP fits to Herschel data
(~6" resolution)

Simple models assuming TD ~ f(M) don't change CMF much

We can do better with YSO models and TG measurements

From YSO counts to the IMF?

How do we measure the CMF if the cores all have YSOs in them?
Mapping accretion histories
(left: IS, right: TC)
onto the Robitaille 2017 model grid

Key addition:
Envelope mass!
SPICY-ALMA-IMF:
Richardson-enhanced Robitaille+ 2017 model grid fits including ALMA data

UG team:
Sydney Petz

Brice Tingle

Morgan Himes

Our Galaxy's center, the CMZ, has denser gas than the Galactic average

Cold Dust
Hot, ionized gas
Hot dust/PAHs

ALMA-IMF:
The CMF is shallow (top-heavy) in HMSFRs

Pouteau+ 2022 W43-MM2/3 CMF
Motte+ 2018 W43-MM1 CMF: α≳-1

ALMA-IMF:
The CMF is shallow, and steepens with time?

Louvet+, subm
ALMA-IMF Line Data: 320 cataloged SiO Outflows
Allison Towner
Resolved, structured SiO outflows

5-60% of SiO at low-velocities:
Relic outflows?
ALMA-IMF Line Data: CH3CN, CH3CCH
Temperature measurements with per-pixel rotation diagrams
Jeff+ in prep (CH3OH in CMZ), Wyrowski+ in prep (CH3CN in ALMA-IMF)
Hot cores in ALMA-IMF: From rare objects to a population
Cores with line forests
TD>50 K
TG ≳100K

Hot core overview:

  • 9 HCs in W43-MM1 (Brouillet+ 2022)
  • ~60-70 HCs in ALMA-IMF sample from CH3OCHO (Bonfand+ 2024; left)
  • ~10% of continuum cores are within hot cores
  • CH3CN temperature maps (Wyrowski+ in prep)

ALMA-IMF Key Results summary

  • Rich, science-ready data (Ginsburg+ 2022, Cunningham+ 2023)
  • CMF is top-heavy in HMSFRs (Pouteau+ 2022, Louvet+ 2024)
  • Core fragmentation is not 1-to-1 [WIP] (Budaiev+ (CMZ), Yoo+ (W51), Louvet+ (W43), ...)
  • 10% of $M\gtrsim1\mathrm{~M}_\odot$ cores are hot cores (Brouillet+ 2022, Bonfand+ 2024, Wyrowski+)
  • Outflow feedback builds over time, sets initial conditions for many cores (Nony+ 2022, Towner+ 2023)

What's next?


Nazar has cataloged 100s of new masers in Sgr B2 (VLA 18A-229)
A quick look at what's coming: Nazar has cataloged 100s of new masers in Sgr B2 (VLA 18A-229)

Ammonia Masers:

Derod Deal
VLA 19A-154