datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
nhats-accessible-asteroids
NASA NHATS Near-Earth Accessible Asteroids
Credit: NASA/ESA
Part of a dataset collection on Hugging Face.
Dataset description
Near-Earth asteroids accessible for human space flight missions, from NASA JPL's NHATS study. Includes delta-v requirements and trajectory counts.
The NHATS study identifies near-Earth asteroids that could be reached by crewed spacecraft with relatively low delta-v (velocity change) requirements. These are potential targets for… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/nhats-accessible-asteroids.asteroid-lightcurves-lcdb
Asteroid Lightcurve Database (LCDB)
Credit: NASA/ESA
Part of a dataset collection on Hugging Face.
Dataset description
The Asteroid Lightcurve Database (LCDB) is the most comprehensive compilation of asteroid rotation parameters, maintained by Brian Warner at MinorPlanet.info. For each asteroid it provides the best-estimate rotation period (hours), lightcurve amplitude range (magnitudes), a reliability quality code (U rating 1–3), taxonomic classification… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/asteroid-lightcurves-lcdb.bus-demeo-asteroid-taxonomy
Bus-DeMeo Asteroid Taxonomy
Part of the Astronomy Datasets collection on Hugging Face.
The Bus-DeMeo taxonomy is the current standard classification system for asteroids based on
their visible and near-infrared reflectance spectra (0.45--2.45 um). This dataset contains the
371 reference asteroids used to define and validate the taxonomy, each classified
into one of 31 taxonomic classes grouped into 13 complexes.
Dataset description
The Bus-DeMeo system (DeMeo et al.… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/bus-demeo-asteroid-taxonomy.wikidata_asteroids
wikidata_asteroids
This dataset is produced and published automatically by Datadex,
a fully open-source, serverless, and local-first Data Platform that improves how communities collaborate on Open Data.
Dataset Details
Number of rows: 103088
Number of columns: 3
ssodnet-asteroid-properties
SsODNet Asteroid Physical Properties
Part of the Orbital Mechanics Datasets collection on Hugging Face.
Physical and dynamical properties of 1,487,300 asteroids and dwarf planets from the
IMCCE (Paris Observatory) Solar System Open Database Network (SsODNet). This is the most
comprehensive asteroid characterization catalog available, compiling best estimates from
thousands of published studies.
Dataset description
SsODNet aggregates physical property measurements from… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/ssodnet-asteroid-properties.neowise-asteroid-properties
NEOWISE Asteroid Diameters and Albedos
Part of the Orbital Mechanics Datasets collection on Hugging Face.
Physical properties of 183,449 asteroids derived from WISE/NEOWISE infrared observations,
spanning main-belt asteroids, NEOs, Hildas, Jupiter Trojans, Centaurs, irregular satellites,
and ambiguous objects. Includes effective spherical diameters, visible and infrared geometric
albedos, and NEATM thermal beaming parameters.
Dataset description
The WISE (Wide-field… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/neowise-asteroid-properties.sdss-asteroid-taxonomy
SDSS-based Asteroid Taxonomy
Part of the Orbital Mechanics Datasets collection on Hugging Face.
Compositional taxonomy for 107,466 SDSS photometric observations of 63,468
asteroids, classified using the scheme of Carvano et al. (2010). Each observation includes
SDSS u'g'r'i'z' log-reflectances, a taxonomic class assignment, and a probability score.
Orbital elements from the asteroid catalog are merged in for asteroids with known orbits.
Dataset description
The Sloan… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/sdss-asteroid-taxonomy.nesvorny-asteroid-families
Nesvorny Asteroid Families (HCM V2.0)
Part of the Orbital Mechanics Datasets collection on Hugging Face.
170,981 asteroids grouped into 265 dynamical families from the
Nesvorny HCM (Hierarchical Clustering Method) catalog. Asteroid families are groups
of bodies sharing similar orbits, identified as fragments from catastrophic collisions
in the asteroid belt.
Dataset description
This dataset combines the original 2015 family identifications (105 families, 143,711… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/nesvorny-asteroid-families.prj_gia_dataset_atari_2B_atari_asteroid_1111An imitation learning environment for the atari_asteroid environment, sample for the policy atari_2B_atari_asteroid_1111
This environment was created as part of the Generally Intelligent Agents project gia: https://github.com/huggingface/gia
asterank-asteroid-mining
Asterank Asteroid Mining Economics
Part of the Orbital Mechanics Datasets collection on Hugging Face.
Economic analysis of 600,000 asteroids for space mining potential, combining NASA/JPL orbital data
with estimated accessibility and resource value from the Asterank project.
Dataset description
Asterank ranks nearly 600,000 cataloged asteroids by estimated mining profitability. It
combines multiple data sources -- NASA/JPL Small-Body Database orbital elements… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/asterank-asteroid-mining.asteroid_orbital_parametersasteroid-sft-frames