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Corollary
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  3. AstroAutomata/ThousandWorlds

AstroAutomata

ThousandWorlds

ThousandWorlds — benchmark for emulating exoplanet climates: 1,760 simulations across 5 GCMs, 8 planet parameters, and atmospheric variables on a 32 × 64 × 10 lat-lon-pressure grid, with three nested benchmark subsets, two evaluation protocols, and eight released baseline methods.

Original source
Rows
1,689
On disk
—
Downloads
135

Last 30 days

Updated
Sep 3

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Column statistics

How the columns are distributed

Over 1,689 rows of input_planets/all

ch4

float
min
0
median
0
mean
4.5e-4
max
0.04

co2

float

Splits

1
  • input_planets/all

Query support

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Provenance

Licence
cc-by-4.0
Likes
9

Fields

PhysicsClimateEarth ScienceBenchmark
min
0
median
3.5e-4
mean
0.03
max
1

gcm_label

string_label
  • exoplasim66%
  • um17%
  • exocam-pre20229%

gravity

float
min
4.70
median
9.81
mean
9.75
max
20

in_target_physical_domain

bool
  • True54%
  • False46%

is_target_gcm

bool
  • False77%
  • True23%

planet_id

int
min
0
median
757
mean
770.32
max
1,596

radius

float
min
1.6M
median
6.4M
mean
6.4M
max
18M

rotation_period

float
min
0.25
median
13.03
mean
22.83
max
220

simulation_id

int
min
0
median
844
mean
844
max
1,688

source

string_label
  • Paradise et al. [2022b]28%
  • this work25%
  • Paradise et al. [2021]23%

stellar_flux

float
min
400
median
1,100
mean
1228.91
max
3,100

stellar_temperature

float
min
2,500
median
3,000
mean
3725.76
max
5,777

surface_pressure

float
min
10,000
median
100k
mean
239k
max
1.2M
tabular-regressionother