awesome-spacecraft-engineering-datasets
A list of awesome and diverse datasets related to space vehicle engineering for industry and research.
https://github.com/patrickfleith/awesome-spacecraft-engineering-datasets
Last synced: 3 days ago
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Engineering Datasets for Outliers & Anomalies Detection
- **LASP Spacecraft Telemtry** - **14 MB - Outliers Detection**
- **SMAP & MSL Dataset** - **~ 250 MB - Anomaly/Novelty Detection**
- here - Data in .csv files, no ground truth - *Shawn Polson, Laboratory for Atmospheric and Space Physics*
- **Satellite dataset (from Statlog)** - **< 1MB - Outliers Detection**
- **satimage-2 dataset (from Statlog)** - **< 1MB - Outliers Detection**
- **ESA Anomaly Dataset** - **11.6 GB**
- **Controlled Anomalies Time Series (CATS) Dataset** - **2.0 GB**
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Engineering Datasets for Classification
- **Statlog (Landsat Satellite) Data Set** - **< 1MB - Classification**
- **Mars Surface and Curiosity Image Set** - **3.24 GB - Multioutput Image Classification**
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Engineering Datasets for Regression
- **Spacecraft Thruster Firing Tests Dataset** - **10.9 GB - Regression Task**
- **Mars Express Challenge** - **150 MB - Regression Task**
- **NASA Airfoil Self-Noise Data Set** - **< 1MB - Regression Task**
- **NASA Airfoil Self-Noise Data Set** - **< 1MB - Regression Task**
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Space Text Data for NLP applications
- **Dataset of space systems corpora** - **257 MB - Natural Language Processing**
- **Space News Dataset** - **79 MB - Natural Language Processing**
- spacenews - Data are in .csv files.
- **International Astronatucial Federation** - **COMING SOON**
- **Aeronautics & Astronautics Abstracts** - **< 1MB - Text Classification**
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Engineering Datasets for Prognosis
- **NASA Bearing Dataset** - **6.08 GB - Prognosis for Predictive / Preventive Maintenance**
- **NASA Battery Dataset** - **210 MB - Regression / Remaining Usefull Life Estimation (RUL)**
- **NASA Milling Dataset** - **72.6 MB - Regression / Prognosis**
- **MOSFET Thermal Overstress Aging Data Set** - **7.3 GB - Prognosis**
- here
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Astrodynamics
- **Pose Estimation Challenge 2021** - **15.7 GB - Regression Task**
- here - Data provided are .json (filenames) and images 8 bit monochrome in jpeg format, with a resolution of 1920×1200 pixels - *Advanced Concepts Team (ESA) + Space Rendezvous Laboratory (SLAB) of Stanford University, 2021*
- **Space Debris: the origin** - **< 3 MB - Multi-Task: Classification + Regression**
- **Planetary defence challenge** - **< 1 MB - Regression Task**
- **spotGEO** - **4.2 GB - Classification + Regression Task**
- **The Kessler Run** - **< 1 MB - Trajectory Optimisation**
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Space Environment
- **NASA and NOAA Solar Wind Dataset** - **898 MB - Regression**
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Astronomy Data Sets
- **Breakthough Listen SETI** - **62.0 GB - Binary Classification task**
- **Kepler Exoplanet Search Results** - **989 MB - Exploratory Data Analysis**
- here
- **Grav2Net** - **72 GB - Binary Classification**
- **G2Net 2 - Detecting Continuous Gravitational Waves** - **227.1 GB - Binary Classification**
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