papers

Publications (69)

astro-ph.EP2023

A Combined Ground-based and JWST Atmospheric Retrieval Analysis: Both IGRINS and NIRSpec Agree The Atmosphere of WASP-77A b is Metal-Poor

Peter Smith, Michael Line, Jacob Bean +12

Ground-based, high-resolution and space-based, low-resolution spectroscopy are the two main avenues through which transiting exoplanet atmospheres are studied. Both methods provide…

astro-ph.EP2024

Constraints on atmospheric water abundance and cloud deck pressure in the warm Neptune GJ 3470 b via CARMENES transmission spectroscopy

Spandan Dash, Matteo Brogi, Siddharth Gandhi +4

Observations of cooler atmospheres of super-Earths and Neptune sized objects often show flat transmission spectra. The most likely cause of this trend is the presence of aerosols (…

astro-ph.EP2020

Seeing above the Clouds with High Resolution Spectroscopy

Siddharth Gandhi, Matteo Brogi, Rebecca K. Webb

In the last decade ground based high resolution Doppler spectroscopy (HRS) has detected numerous species in transiting and non-transiting hot Jupiters, and is ideally placed for at…

astro-ph.EP2020

A remnant planetary core in the hot-Neptune desert

David J. Armstrong, Théo A. Lopez, Vardan Adibekyan +91

The interiors of giant planets remain poorly understood. Even for the planets in the Solar System, difficulties in observation lead to large uncertainties in the properties of plan…

astro-ph.EP2026

A population view of transiting hot giant exoplanets: Tracing Fe and Ti chemistry with ESPRESSO and MAROON-X

Bibiana Prinoth, Vivien Parmentier, Stefan Pelletier +9

Hot and ultra-hot Jupiters offer a unique laboratory to study atmospheric chemistry at the population level using ground-based high-resolution spectroscopy. Fe and Ti are key trace…

astro-ph.EP2025

Limits on the atmospheric metallicity and aerosols of the sub-Neptune GJ 3090 b from high-resolution CRIRES+ spectroscopy

Luke T. Parker, João M. Mendonça, Hannah Diamond-Lowe +9

The sub-Neptune planets have no solar system analogues, and their low bulk densities suggest thick atmospheres containing degenerate quantities of volatiles and H/He, surrounding c…

astro-ph.EP2018

High-Resolution Transit Spectroscopy of Warm Saturns

Emily K. Deibert, Ernst J. W. de Mooij, Ray Jayawardhana +4

We present high-resolution optical transmission spectroscopy of two sub-Saturn mass transiting exoplanets, HAT-P-12b and WASP-69b. With relatively low densities and high atmospheri…

astro-ph.EP2022

The Roasting Marshmallows Program with IGRINS on Gemini South I: Composition and Climate of the Ultra Hot Jupiter WASP-18 b

Matteo Brogi, Vanessa Emeka-Okafor, Michael R. Line +19

We present high-resolution dayside thermal emission observations of the exoplanet WASP-18b using IGRINS on Gemini South. We remove stellar and telluric signatures using standard al…

astro-ph.EP2020

Arid or Cloudy: Characterizing the Atmosphere of the super-Earth 55 Cancri e using High-Resolution Spectroscopy

Abhinav Jindal, Ernst J. W. de Mooij, Ray Jayawardhana +6

The nearby super-Earth 55 Cnc e orbits a bright (V = 5.95 mag) star with a period of ~ 18 hours and a mass of ~ 8 Earth masses. Its atmosphere may be water-rich and have a large sc…

astro-ph.EP2022

Water observed in the atmosphere of τ Bootis Ab with CARMENES/CAHA

Rebecca K. Webb, Siddharth Gandhi, Matteo Brogi +4

Characterising the atmospheres of hot Jupiters is important in understanding the formation and migration of these exotic planets. However, there are still many open questions about…

astro-ph.EP2026

Comparing telluric removal methods in their capability to recover injected exoplanet atmosphere signals with high resolution emission spectroscopy

Marcelo Aron Fetzner Keniger, Matteo Brogi, David Armstrong +1

For ground-based high-resolution spectroscopic exoplanet atmosphere studies, removing the contamination from telluric and stellar lines is a crucial step in the analysis process. D…

astro-ph.EP2026

The CRIMSON survey I: super-stellar SiO in the directly imaged companion TWA 5 B from high-resolution M-band spectroscopy

Luke T. Parker, Jayne L. Birkby, Siddharth Gandhi +4

Silicon is a key refractory element in giant planet atmospheres, which governs the formation of magnesium-silicate clouds, and reflects the quantity of silicates accreted during fo…

astro-ph.EP2024

The Roasting Marshmallows Program with IGRINS on Gemini South II -- WASP-121 b has super-stellar C/O and refractory-to-volatile ratios

Peter C. B. Smith, Jorge A. Sanchez, Michael R. Line +19

A primary goal of exoplanet science is to measure the atmospheric composition of gas giants in order to infer their formation and migration histories. Common diagnostics for planet…

astro-ph.EP2020

Molecular Cross Sections for High Resolution Spectroscopy of Super Earths, Warm Neptunes and Hot Jupiters

Siddharth Gandhi, Matteo Brogi, Sergei N. Yurchenko +9

High resolution spectroscopy (HRS) has been used to detect a number of species in the atmospheres of hot Jupiters. Key to such detections is accurately and precisely modelled spect…

astro-ph.EP2022

The GAPS Programme at TNG XXXIX -- Multiple molecular species in the atmosphere of the warm giant planet WASP-80 b unveiled at high resolution with GIANO-B

Ilaria Carleo, Paolo Giacobbe, Gloria Guilluy +28

Detections of molecules in the atmosphere of gas giant exoplanets allow us to investigate the physico-chemical properties of the atmospheres. Their inferred chemical composition is…

astro-ph.IM2025

High-resolution Ultraviolet-to-nearinfrared Characterization of Exoplanet Atmospheres

Patricio E. Cubillos, Matteo Brogi, Antonio García Muñoz +19

The Habitable Worlds Observatory (HWO) offers a unique opportunity to revolutionize our understanding of planetary formation and evolution. The goal of this Science Case Developmen…

astro-ph.EP2024

The mystery of water in the atmosphere of Boötis b continues: insights from revisiting archival CRIRES observations

Vatsal Panwar, Matteo Brogi, Siddharth Gandhi +2

The chemical abundances of gas-giant exoplanet atmospheres hold clues to the formation and evolution pathways that sculpt the exoplanet population. Recent ground-based high-resolut…

astro-ph.EP2021

Atmospheric characterization of terrestrial exoplanets in the mid-infrared: biosignatures, habitability & diversity

Sascha P. Quanz, Olivier Absil, Daniel Angerhausen +45

Exoplanet science is one of the most thriving fields of modern astrophysics. A major goal is the atmospheric characterization of dozens of small, terrestrial exoplanets in order to…

astro-ph.EP2025

Astroclimes -- measuring the abundance of CO and CH in the Earth's atmosphere using astronomical observations

Marcelo Aron Fetzner Keniger, David Armstrong, Matteo Brogi +2

Monitoring the abundance of greenhouse gases (GHGs) such as carbon dioxide (CO) and methane (CH) is necessary to quantify their impact on global warming and climate change.…

astro-ph.EP2019

Retrieving Temperatures and Abundances of Exoplanet Atmospheres with High-Resolution Cross-Correlation Spectroscopy

Matteo Brogi, Michael R Line

Hi-resolution spectroscopy (R > 25,000) has recently emerged as one of the leading methods to detect atomic and molecular species in the atmospheres of exoplanets. However, it has…

astro-ph.EP2013

Detection of carbon monoxide in the high-resolution day-side spectrum of the exoplanet HD 189733b

Remco J. de Kok, Matteo Brogi, Ignas A. G. Snellen +3

[Abridged] After many attempts over more than a decade, high-resolution spectroscopy has recently delivered its first detections of molecular absorption in exoplanet atmospheres, b…

astro-ph.EP2021

SPORK That Spectrum: Increasing Detection Significances from High-Resolution Exoplanet Spectroscopy with Novel Smoothing Algorithms

Kaitlin C. Rasmussen, Matteo Brogi, Fahin Rahman +3

Spectroscopic studies of planets outside of our own solar system provide some of the most crucial information about their formation, evolution, and atmospheric properties. In groun…

astro-ph.EP2016

The slow spin of the young sub-stellar companion GQ Lupi b and its orbital configuration

Henriette Schwarz, Christian Ginski, Remco J. de Kok +3

The spin of a planet or brown dwarf is related to the accretion process, and therefore studying spin can help promote our understanding of the formation of such objects. We present…

astro-ph.EP2019

Doppler tomography as a tool for detecting exoplanet atmospheres

Christopher Watson, Ernst de Mooij, Danny Steeghs +4

High-resolution Doppler spectroscopy is a powerful tool for identifying molecular species in the atmospheres of both transiting and non-transiting exoplanets. Currently, such data…

astro-ph.EP2025

A Stellar Magnesium to Silicon ratio in the atmosphere of an exoplanet

Jorge A. Sanchez, Peter C. B. Smith, Krishna Kanumalla +17

The elemental compositions of exoplanets encode information about their formation environments and internal structures. While volatile ratios such as carbon-to-oxygen (C/O) are use…

astro-ph.EP2023

ExoGemS High-Resolution Transmission Spectroscopy of WASP-76b with GRACES

Emily K. Deibert, Ernst J. W. de Mooij, Ray Jayawardhana +9

We present high-resolution transmission spectroscopy of WASP-76b with GRACES/Gemini North obtained as part of the ExoGemS survey. With a broad spectral range of 400-1050 nm and a r…

astro-ph.EP2023

A Non-Detection of Iron in the First High-Resolution Emission Study of the Lava Planet 55 Cnc e

Kaitlin C. Rasmussen, Miles H. Currie, Celeste Hagee +17

Close-in lava planets represent an extreme example of terrestrial worlds, but their high temperatures may allow us to probe a diversity of crustal compositions. The brightest and m…

astro-ph.EP2017

The Young Substellar Companion ROXs 12 B: Near-Infrared Spectrum, System Architecture, and Spin-Orbit Misalignment

Brendan Bowler, Adam Kraus, Marta Bryan +8

ROXs 12 (2MASS J16262803-2526477) is a young star hosting a directly imaged companion near the deuterium-burning limit. We present a suite of spectroscopic, imaging, and time-serie…

astro-ph.EP2022

Applications of a Gaussian Process Framework for Modelling of High-Resolution Exoplanet Spectra

Annabella Meech, Suzanne Aigrain, Matteo Brogi +1

Observations of exoplanet atmospheres in high resolution have the potential to resolve individual planetary absorption lines, despite the issues associated with ground-based observ…

astro-ph.EP2014

The fast spin-rotation of a young extrasolar planet

Ignas Snellen, Bernhard Brandl, Remco de Kok +3

The spin-rotation of a planet arises from the accretion of angular momentum during its formation, but the details of this process are still unclear. In the solar system, the equato…

astro-ph.EP2026

LRG-BEASTS: Detection of sodium and evidence for water absorption in the hot Saturn HAT-P-44b

Alastair B. Claringbold, Peter J. Wheatley, James Kirk +5

We present the low-resolution optical transmission spectrum of the inflated hot Saturn HAT-P-44b. The planet is a close sibling in radius (1.24 ), temperature (11…

astro-ph.EP2023

A spectroscopic thermometer: individual vibrational band spectroscopy with the example of OH in the atmosphere of WASP-33b

Sam O. M. Wright, Stevanus K. Nugroho, Matteo Brogi +26

Individual vibrational band spectroscopy presents an opportunity to examine exoplanet atmospheres in detail by distinguishing where the vibrational state populations of molecules d…

astro-ph.EP2015

Combining high-dispersion spectroscopy (HDS) with high contrast imaging (HCI): Probing rocky planets around our nearest neighbors

Ignas Snellen, Remco de Kok, Jayne Birkby +6

Aims: In this work, we discuss a way to combine High Dispersion Spectroscopy and High Contrast Imaging (HDS+HCI). For a planet located at a resolvable angular distance from its hos…

astro-ph.EP2026

TOI-3862 b: A dense super-Neptune deep in the hot Neptune desert

Ilaria Carleo, Amadeo Castro-González, Enric Pallé +61

The structure and evolution of close-in exoplanets are shaped by atmospheric loss and migration processes, which give rise to key population features such as the hot Neptune desert…

astro-ph.EP2021

Five carbon- and nitrogen-bearing species in a hot giant planet's atmosphere

Paolo Giacobbe, Matteo Brogi, Siddharth Gandhi +40

The atmospheres of gaseous giant exoplanets orbiting close to their parent stars (hot Jupiters) have been probed for nearly two decades. They allow us to investigate the chemical a…

astro-ph.EP2018

Diagnosing aerosols in extrasolar giant planets with cross-correlation function of water bands

Lorenzo Pino, David Ehrenreich, Romain Allart +6

Transmission spectroscopy with ground-based, high-resolution instruments provides key insight into the composition of exoplanetary atmospheres. Molecules such as water and carbon m…

astro-ph.EP2021

A solar C/O and sub-solar metallicity in a hot Jupiter atmosphere

Michael R. Line, Matteo Brogi, Jacob L. Bean +13

Measurements of the atmospheric carbon (C) and oxygen (O) relative to hydrogen (H) in hot Jupiters (relative to their host stars) provide insight into their formation location and…

astro-ph.EP2020

A Significant Increase in Detection of High-Resolution Emission Spectra Using a Three-Dimensional Atmospheric Model of a Hot Jupiter

Hayley Beltz, Emily Rauscher, Matteo Brogi +1

High resolution spectroscopy has opened the way for new, detailed study of exoplanet atmospheres. There is evidence that this technique can be sensitive to the complex, three-dimen…

astro-ph.EP2020

Search for TiO and Optical Night-side Emission from the Exoplanet WASP-33b

Miranda K. Herman, Ernst J. W. de Mooij, Ray Jayawardhana +1

With a temperature akin to an M-dwarf, WASP-33b is among the hottest Jupiters known, making it an ideal target for high-resolution optical spectroscopy. By analyzing both transmiss…

astro-ph.EP2026

Magnetic field strengths of hot giant exoplanets consistent with Solar System values

Julia V. Seidel, Vivien Parmentier, Bibiana Prinoth +29

Magnetic fields are ubiquitous in the universe. They play a key role in shaping the activity of stars, the habitability of rocky planets, and the long-term retention of planetary a…

astro-ph.IM2023

Ground-breaking Exoplanet Science with the ANDES spectrograph at the ELT

Enric Palle, Katia Biazzo, Emeline Bolmont +56

In the past decade the study of exoplanet atmospheres at high-spectral resolution, via transmission/emission spectroscopy and cross-correlation techniques for atomic/molecular mapp…

astro-ph.EP2025

Detectability of oxygen fugacity regimes in the magma ocean world 55 Cancri e at high spectral resolution

Spandan Dash, Matteo Brogi, Fabian Lukas Seidler +5

Ultra-short Period exoplanets (USPs) like 55 Cnc e, hosting dayside magma oceans, present unique opportunities to study surface-atmosphere interactions. The composition of a vapori…

astro-ph.EP2024

Into the red: an M-band study of the chemistry and rotation of Pictoris b at high spectral resolution

Luke T. Parker, Jayne L. Birkby, Rico Landman +7

High-resolution cross-correlation spectroscopy (HRCCS) combined with adaptive optics has been enormously successful in advancing our knowledge of exoplanet atmospheres, from chemis…

astro-ph.EP2019

Measuring the D/H Ratios of Exoplanets and Brown Dwarfs

Caroline V. Morley, Andrew J. Skemer, Brittany E. Miles +5

The relative abundance of deuterium and hydrogen is a potent tracer of planet formation and evolution. Jupiter and Saturn have protosolar atmospheric D/H ratios, a relic of substan…

astro-ph.EP2019

The High-Resolution Transmission Spectrum of HD 189733b Interpreted with Atmospheric Doppler Shifts from Three-Dimensional General Circulation Models

Erin Flowers, Matteo Brogi, Emily Rauscher +2

The signature of wind patterns caused by the interplay of rotation and energy redistribution in hot Jupiters is detectable at high spectral resolution, yet no direct comparison has…

astro-ph.EP2024

IGRINS observations of WASP-127 b: HO, CO, and super-Solar atmospheric metallicity in the inflated sub-Saturn

Krishna Kanumalla, Michael R. Line, Megan Weiner Mansfield +6

High resolution spectroscopy of exoplanet atmospheres provides insights into their composition and dynamics from the resolved line shape and depth of thousands of spectral lines. W…

astro-ph.EP2023

Carbon monoxide emission lines reveal an inverted atmosphere in the ultra hot Jupiter WASP-33 b consistent with an eastward hot spot

Lennart van Sluijs, Jayne L. Birkby, Joshua Lothringer +7

We report the first detection of CO emission at high spectral resolution in the day-side infrared thermal spectrum of an exoplanet. These emission lines, found in the atmosphere of…

astro-ph.EP2021

Confirmation of Iron Emission Lines and Non-detection of TiO on the Dayside of KELT-9b with MAROON-X

David H. Kasper, Jacob L. Bean, Michael R. Line +5

We present dayside thermal emission observations of the hottest exoplanet KELT-9b using the new MAROON-X spectrograph. We detect atomic lines in emission with a signal-to-noise rat…

astro-ph.EP2023

TOI-908: a planet at the edge of the Neptune desert transiting a G-type star

Faith Hawthorn, Daniel Bayliss, David J. Armstrong +36

We present the discovery of an exoplanet transiting TOI-908 (TIC-350153977) using data from TESS sectors 1, 12, 13, 27, 28 and 39. TOI-908 is a T = 10.7 mag G-dwarf ( = 56…

astro-ph.EP2025

The Roasting Marshmallows Program with IGRINS on Gemini South III: Seeing deeper into the metal depleted atmosphere of a gas-giant on the cusp of the hot to ultra-hot Jupiter transition

Vatsal Panwar, Matteo Brogi, Krishna Kanumalla +17

Ultra-hot Jupiters are a class of gas-giant exoplanets that show a peculiar combination of thermochemical properties in the form of molecular dissociation, atomic ionization, and i…

astro-ph.EP2024

The metallicity and carbon-to-oxygen ratio of the ultra-hot Jupiter WASP-76b from Gemini-S/IGRINS

Megan Weiner Mansfield, Michael R. Line, Joost P. Wardenier +11

Measurements of the carbon-to-oxygen (C/O) ratios of exoplanet atmospheres can reveal details about their formation and evolution. Recently, high-resolution cross-correlation analy…

astro-ph.EP2022

Spatially-resolving the terminator: Variation of Fe, temperature and winds in WASP-76 b across planetary limbs and orbital phase

Siddharth Gandhi, Aurora Kesseli, Ignas Snellen +5

Exoplanet atmospheres are inherently three-dimensional systems in which thermal/chemical variation and winds can strongly influence spectra. Recently, the ultra-hot Jupiter WASP-76…

astro-ph.EP2023

Retrieval survey of metals in six ultra-hot Jupiters: Trends in chemistry, rain-out, ionisation and atmospheric dynamics

Siddharth Gandhi, Aurora Kesseli, Yapeng Zhang +9

Ground-based high-resolution spectroscopy (HRS) has detected numerous chemical species and atmospheric dynamics in exoplanets, most notably ultra-hot Jupiters (UHJs). However, quan…

astro-ph.EP2016

The Need for Laboratory Work to Aid in The Understanding of Exoplanetary Atmospheres

Jonathan J. Fortney, Tyler D. Robinson, Shawn Domagal-Goldman +31

Advancements in our understanding of exoplanetary atmospheres, from massive gas giants down to rocky worlds, depend on the constructive challenges between observations and models.…

astro-ph.EP2010

Exoplanet-atmospheres at high spectral resolution: A CRIRES survey of hot-Jupiters

Ignas Snellen, Remco de Kok, Ernst de Mooij +3

Recently, we presented the detection of carbon monoxide in the transmission spectrum of extrasolar planet HD209458b, using CRIRES, the Cryogenic high-resolution Infrared Echelle Sp…

astro-ph.EP2024

Revealing HO dissociation in WASP-76~b through combined high- and low-resolution transmission spectroscopy

Siddharth Gandhi, Rico Landman, Ignas Snellen +3

Numerous chemical constraints have been possible for exoplanetary atmospheres thanks to high-resolution spectroscopy (HRS) from ground-based facilities as well as low-resolution sp…

astro-ph.EP2024

Saltire -- A model to measure dynamical masses for high-contrast binaries and exoplanets with high-resolution spectroscopy

Daniel Sebastian, Amaury H. M. J. Triaud, Matteo Brogi

High-resolution cross-correlation methods are widely used to discover and to characterise atomic and molecular species in exoplanet atmospheres. The characteristic cross-correlatio…

astro-ph.EP2013

Search for Rayleigh scattering in the atmosphere of GJ1214b

Ernst J. W. de Mooij, Matteo Brogi, Remco J. de Kok +8

We investigate the atmosphere of GJ1214b, a transiting super-Earth planet with a low mean density, by measuring its transit depth as a function of wavelength in the blue optical po…

astro-ph.EP2024

Phase-resolving the absorption signatures of water and carbon monoxide in the atmosphere of the ultra-hot Jupiter WASP-121b with GEMINI-S/IGRINS

Joost P. Wardenier, Vivien Parmentier, Michael R. Line +12

Ultra-hot Jupiters are among the best targets for atmospheric characterization at high spectral resolution. Resolving their transmission spectra as a function of orbital phase offe…

astro-ph.EP2025

Precise mass and radius determination for two new and one known Neptune-sized planets around G Dwarf hosts

Ilaria Carleo, Grzegorz Nowak, Felipe Murgas +56

As part of the KESPRINT collaboration, we present the discovery and characterization of three exoplanets in the sub-Neptune to super-Neptune regime, spanning key regions of the exo…

astro-ph.IM2024

The PLATO Mission

Heike Rauer, Conny Aerts, Juan Cabrera +842

PLATO (PLAnetary Transits and Oscillations of stars) is ESA's M3 mission designed to detect and characterise extrasolar planets and perform asteroseismic monitoring of a large numb…

astro-ph.EP2022

Unifying High- and Low-resolution Observations to Constrain the Dayside Atmosphere of KELT-20b/MASCARA-2b

David Kasper, Jacob L. Bean, Michael R. Line +10

We present high-resolution dayside thermal emission observations of the exoplanet KELT-20b/MASCARA-2b using the MAROON-X spectrograph. Applying the cross-correlation method with bo…

astro-ph.EP2020

A weak spectral signature of water vapour in the atmosphere of HD 179949 b at high spectral resolution in the L-band

Rebecca K. Webb, Matteo Brogi, Siddharth Gandhi +5

High resolution spectroscopy (R > 20,000) is currently the only known method to constrain the orbital solution and atmospheric properties of non-transiting hot Jupiters. It does so…

astro-ph.EP2021

First Detection of Hydroxyl Radical Emission from an Exoplanet Atmosphere: High-dispersion Characterization of WASP-33b using Subaru/IRD

Stevanus K. Nugroho, Hajime Kawahara, Neale P. Gibson +23

We report the first detection of a hydroxyl radical (OH) emission signature in the planetary atmosphere outside the solar system, in this case, in the day-side of WASP-33b. We anal…

astro-ph.EP2013

Finding extraterrestrial life using ground-based high-resolution spectroscopy

Ignas Snellen, Remco de Kok, Rudolf Le Poole +2

Exoplanet observations promise one day to unveil the presence of extraterrestrial life. Atmospheric compounds in strong chemical disequilibrium would point to large-scale biologica…

astro-ph.EP2019

ESA Voyage 2050 White Paper: Detecting life outside our solar system with a large high-contrast-imaging mission

Ignas Snellen, Simon Albrecht, Guillem Anglada-Escude +64

In this white paper, we recommend the European Space Agency plays a proactive role in developing a global collaborative effort to construct a large high-contrast imaging space tele…

astro-ph.EP2015

Evidence against a strong thermal inversion in HD 209458 b from high-dispersion spectroscopy

Henriette Schwarz, Matteo Brogi, Remco de Kok +2

Broadband secondary-eclipse measurements of hot Jupiters have indicated the existence of atmospheric thermal inversions, but their presence is difficult to determine from broadband…

astro-ph.EP2026

The Roasting Marshmallows Program with IGRINS on Gemini South V: Atmosphere of MASCARA-1b is Enriched in Refractory Elements

Krishna Kanumalla, Michael R. Line, Martina Chiarella +75

Ultra-hot Jupiters (UHJs; K) enable simultaneous detection of volatile (ice-forming) and refractory (rock-forming) species in planetary atmospheres, provi…

astro-ph.EP2013

Identifying new opportunities for exoplanet characterisation at high spectral resolution

Remco J. de Kok, Jayne Birkby, Matteo Brogi +4

[Abridged] Recently, there have been a series of detections of molecules in the atmospheres of extrasolar planets using high spectral resolution (R~100,000) observations, mostly us…