bondscell_results$8bd4f390-591f-11ec-0b66-6585ca602debqueued¤logsrunning¦outputbodymimetext/plainrootassigneelast_run_timestampAԀpersist_js_state·has_pluto_hook_features§cell_id$8bd4f390-591f-11ec-0b66-6585ca602debdepends_on_disabled_cells§runtimeO+published_object_keysdepends_on_skipped_cells§errored$e1980dd7-549d-4770-8205-afe2a2120d9aqueued¤logsrunning¦outputbodyt0mimetext/htmlrootassigneelast_run_timestampApersist_js_state·has_pluto_hook_features§cell_id$e1980dd7-549d-4770-8205-afe2a2120d9adepends_on_disabled_cells§runtime@published_object_keysdepends_on_skipped_cells§errored$2cbf8b90-81e3-4bac-bd13-12be04e65d6equeued¤logsrunning¦outputbodymimetext/htmlrootassigneelast_run_timestampA!b5persist_js_state·has_pluto_hook_features§cell_id$2cbf8b90-81e3-4bac-bd13-12be04e65d6edepends_on_disabled_cells§runtime" E`published_object_keysdepends_on_skipped_cells§errored$8f1123c7-e513-4341-9342-d0560c68a901queued¤logsrunning¦outputbodymimetext/htmlrootassigneelast_run_timestampAkpersist_js_state·has_pluto_hook_features§cell_id$8f1123c7-e513-4341-9342-d0560c68a901depends_on_disabled_cells§runtime$apublished_object_keysdepends_on_skipped_cells§errored$8b4f7381-4d87-46f6-b32d-9a19a45fcbb7queued¤logsrunning¦outputbodyzmimetext/htmlrootassigneelast_run_timestampAQopersist_js_state·has_pluto_hook_features§cell_id$8b4f7381-4d87-46f6-b32d-9a19a45fcbb7depends_on_disabled_cells§runtime(Wpublished_object_keysdepends_on_skipped_cells§errored$3ca4566d-a865-451c-a17e-c48fc04f526equeued¤logsrunning¦outputbody<mimetext/htmlrootassigneelast_run_timestampA< persist_js_state·has_pluto_hook_features§cell_id$3ca4566d-a865-451c-a17e-c48fc04f526edepends_on_disabled_cells§runtime 1published_object_keysdepends_on_skipped_cells§errored$e5c8a798-83a0-4be6-8606-cdbbc47141b2queued¤logsrunning¦outputbody٠

Sánchez et al. (2022)

mimetext/htmlrootassigneelast_run_timestampAشpersist_js_state·has_pluto_hook_features§cell_id$e5c8a798-83a0-4be6-8606-cdbbc47141b2depends_on_disabled_cells§runtimepublished_object_keysdepends_on_skipped_cells§errored$fd58dcc1-092d-455e-9aa5-e9ce61e8416aqueued¤logsrunning¦outputbodyrows"SFMS"text/plain$

$$0.83 \pm 0.22$$

text/html%

$$-8.43 \pm 0.93$$

text/html$

$$0.94 \pm 0.22$$

text/html&

$$-10.08 \pm 0.35$$

text/html"MGMS"text/plain$

$$1.18 \pm 0.21$$

text/html%

$$-2.52 \pm 0.83$$

text/html$

$$1.15 \pm 0.19$$

text/html$

$$-0.92 \pm 0.3$$

text/html"SK"text/plain$

$$0.63 \pm 0.19$$

text/html%

$$-5.97 \pm 0.67$$

text/html#

$$0.8 \pm 0.18$$

text/html%

$$-9.34 \pm 0.22$$

text/htmlobjectiddf40e481b3dc317aschemanamesRelationabcdtypesStringMeasurementMeasurementMeasurementMeasurementmime"application/vnd.pluto.table+objectrootassigneefitlast_run_timestampALpersist_js_state·has_pluto_hook_features§cell_id$fd58dcc1-092d-455e-9aa5-e9ce61e8416adepends_on_disabled_cells§runtime?Rpublished_object_keysdepends_on_skipped_cells§errored$83277d24-acf5-4155-82c1-4dd77bf0a594queued¤logsrunning¦outputbodymimetext/htmlrootassigneelast_run_timestampA@persist_js_state·has_pluto_hook_features§cell_id$83277d24-acf5-4155-82c1-4dd77bf0a594depends_on_disabled_cells§runtimeWpublished_object_keysdepends_on_skipped_cells§errored$bc031ef8-6fa2-4feb-a354-000960395686queued¤logsrunning¦outputbody

Fits

SFMS relation:

$\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}}) = a \, \log(\mathrm{M_\star \, / \, M_\odot}) + b$

$\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}}) = c \, \log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}}) + d$

MGMS relation:

$\log(\mathrm{M_\star \, / \, M_\odot}) = a \, \log(\mathrm{M_{gas} \, / \, M_\odot}) + b$

$\log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}}) = c \, \log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}}) + d$

SK relation:

$\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}}) = a \, \log(\mathrm{M_{gas} \, / \, M_\odot}) + b$

$\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}}) = c \, \log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}}) + d$

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Resolving... ===  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === Waiting for notebook process to start... Done. Starting precompilation...nbpkg_sync Resolving... ===  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === Waiting for notebook process to start... Done. Starting precompilation...DataFrames Resolving... ===  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === Waiting for notebook process to start... Done. Starting precompilation...LaTeXStrings Resolving... ===  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === Waiting for notebook process to start... Done. Starting precompilation...Measurements Resolving... ===  Project No packages added to or removed from `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Project.toml`  Updating `~/.julia/scratchspaces/c3e4b0f8-55cb-11ea-2926-15256bba5781/pkg_envs/env_mleprfimhm/Manifest.toml` [f43a241f] ↑ Downloads v1.6.0 ⇒ v1.7.0 [44cfe95a] ↑ Pkg v1.12.0 ⇒ v1.12.1 [deac9b47] ↑ LibCURL_jll v8.11.1+1 ⇒ v8.15.0+0 [14a3606d] ↑ MozillaCACerts_jll v2025.5.20 ⇒ v2025.11.4 [458c3c95] ↑ OpenSSL_jll v3.5.1+0 ⇒ v3.5.4+0 [3f19e933] ↑ p7zip_jll v17.5.0+2 ⇒ v17.7.0+0 Instantiating... === Precompiling... === Waiting for notebook process to start... Done. Starting precompilation...enabled÷restart_recommended_msgrestart_required_msgbusy_packageswaiting_for_permission,waiting_for_permission_but_probably_disabled«cell_inputs$8bd4f390-591f-11ec-0b66-6585ca602debcell_id$8bd4f390-591f-11ec-0b66-6585ca602debcode8using CairoMakie, DataFrames, Measurements, LaTeXStringsmetadatashow_logsèdisabled®skip_as_script«code_folded$e1980dd7-549d-4770-8205-afe2a2120d9acell_id$e1980dd7-549d-4770-8205-afe2a2120d9acodelet SFMS = [fit[1, :a] * x + fit[1, :b] for x in 8.5:0.01:11.5] values = Measurements.value.(SFMS) uncertainties = Measurements.uncertainty.(SFMS) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{M_\star \, / \, M_\odot})", ylabel=L"\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}})", title=L"\mathrm{SFMS \,\, relation}", limits=(8, 12, -4, 4), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, 8.5:0.01:11.5, values .- uncertainties, values .+ uncertainties) lines!(ax, 8.5:0.01:11.5, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$2cbf8b90-81e3-4bac-bd13-12be04e65d6ecell_id$2cbf8b90-81e3-4bac-bd13-12be04e65d6ecodelet MGMS = [fit[2, :a] * x + fit[2, :b] for x in 7.5:0.01:11] values = Measurements.value.(MGMS) uncertainties = Measurements.uncertainty.(MGMS) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{M_{gas} \, / \, M_\odot})", ylabel=L"\log(\mathrm{M_\star \, / \, M_\odot})", title=L"\mathrm{MGMS \,\, relation}", limits=(7, 11.5, 4, 13.5), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, 7.5:0.01:11, values .- uncertainties, values .+ uncertainties) lines!(ax, 7.5:0.01:11, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$8f1123c7-e513-4341-9342-d0560c68a901cell_id$8f1123c7-e513-4341-9342-d0560c68a901codelet SK = [fit[3, :c] * x + fit[3, :d] for x in -2:0.01:2.5] values = Measurements.value.(SK) uncertainties = Measurements.uncertainty.(SK) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}})", ylabel=L"\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}})", title=L"\mathrm{SK \,\, relation}", limits=(-2.5, 3, -12, -6), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, -2:0.01:2.5, values .- uncertainties, values .+ uncertainties) lines!(ax, -2:0.01:2.5, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$8b4f7381-4d87-46f6-b32d-9a19a45fcbb7cell_id$8b4f7381-4d87-46f6-b32d-9a19a45fcbb7codelet SK = [fit[3, :a] * x + fit[3, :b] for x in 7:0.01:12] values = Measurements.value.(SK) uncertainties = Measurements.uncertainty.(SK) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{M_{gas} \, / \, M_\odot})", ylabel=L"\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}})", title=L"\mathrm{SK \,\, relation}", limits=(6.5, 12.5, -4, 4.5), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, 7:0.01:12, values .- uncertainties, values .+ uncertainties) lines!(ax, 7:0.01:12, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$3ca4566d-a865-451c-a17e-c48fc04f526ecell_id$3ca4566d-a865-451c-a17e-c48fc04f526ecodelet MGMS = [fit[2, :c] * x + fit[2, :d] for x in 0.0:0.01:4] values = Measurements.value.(MGMS) uncertainties = Measurements.uncertainty.(MGMS) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}})", ylabel=L"\log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}})", title=L"\mathrm{MGMS \,\, relation}", limits=(-0.5, 4.5, -2, 5.0), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, 0.0:0.01:4, values .- uncertainties, values .+ uncertainties) lines!(ax, 0.0:0.01:4, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$e5c8a798-83a0-4be6-8606-cdbbc47141b2cell_id$e5c8a798-83a0-4be6-8606-cdbbc47141b2codeOmd""" # [Sánchez et al. (2022)](https://doi.org/10.48550/arXiv.2212.03738) """metadatashow_logsèdisabled®skip_as_script«code_folded$fd58dcc1-092d-455e-9aa5-e9ce61e8416acell_id$fd58dcc1-092d-455e-9aa5-e9ce61e8416acodefit = DataFrame( Relation = ["SFMS", "MGMS", "SK"], a = [0.83 ± 0.22, 1.18 ± 0.21, 0.63 ± 0.19], b = [-8.43 ± 0.93, -2.52 ± 0.83, -5.97 ± 0.67], c = [0.94 ± 0.22, 1.15 ± 0.19, 0.80 ± 0.18], d = [-10.08 ± 0.35, -0.92 ± 0.30, -9.34 ± 0.22], )metadatashow_logsèdisabled®skip_as_script«code_folded$83277d24-acf5-4155-82c1-4dd77bf0a594cell_id$83277d24-acf5-4155-82c1-4dd77bf0a594codelet SFMS = [fit[1, :c] * x + fit[1, :d] for x in 0.0:0.01:3.5] values = Measurements.value.(SFMS) uncertainties = Measurements.uncertainty.(SFMS) set_theme!(theme_black()) f = Figure() ax = Axis( f[1,1], xlabel=L"\log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}})", ylabel=L"\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}})", title=L"\mathrm{SFMS \,\, relation}", limits=(-0.5, 4, -11, -5.5), titlesize=30, xlabelsize=28, ylabelsize=28, xticklabelsize=20, yticklabelsize=20, ) band!(ax, 0.0:0.01:3.5, values .- uncertainties, values .+ uncertainties) lines!(ax, 0.0:0.01:3.5, values, color=:white, label=L"\mathrm{Best Fit}") axislegend(ax, position=:rb, labelsize=24) f endmetadatashow_logsèdisabled®skip_as_script«code_folded$bc031ef8-6fa2-4feb-a354-000960395686cell_id$bc031ef8-6fa2-4feb-a354-000960395686codemd""" # Fits ## SFMS relation: ``\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}}) = a \, \log(\mathrm{M_\star \, / \, M_\odot}) + b`` ``\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}}) = c \, \log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}}) + d`` ## MGMS relation: ``\log(\mathrm{M_\star \, / \, M_\odot}) = a \, \log(\mathrm{M_{gas} \, / \, M_\odot}) + b`` ``\log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}}) = c \, \log(\mathrm{\Sigma_\star \, / \, M_\odot \, pc^{-2}}) + d`` ## SK relation: ``\log(\mathrm{SFR \, / \, M_\odot \, yr^{-1}}) = a \, \log(\mathrm{M_{gas} \, / \, M_\odot}) + b`` ``\log(\mathrm{\Sigma_{SFR} \, / \, M_\odot \, pc^{-2} \, yr^{-1}}) = c \, \log(\mathrm{\Sigma_{gas} \, / \, M_\odot \, pc^{-2}}) + d`` """metadatashow_logsèdisabled®skip_as_script«code_foldedënotebook_id$3e2dd9f0-4b3d-11f1-937d-fd6b55302ec9in_temp_dir¨metadata