juliensimon commited on
Commit
6cefa68
·
verified ·
1 Parent(s): 838f60e

Update Pluto atmosphere: 1869 measurements from New Horizons

Browse files
README.md ADDED
@@ -0,0 +1,135 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: cc-by-4.0
3
+ pretty_name: "Pluto Atmospheric Profiles (New Horizons)"
4
+ language:
5
+ - en
6
+ description: "Pluto atmospheric profiles from the New Horizons flyby (July 2015). Temperature, pressure, composition (N2, CH4, C2H2), and haze from REX and Alice."
7
+ task_categories:
8
+ - tabular-regression
9
+ tags:
10
+ - space
11
+ - pluto
12
+ - atmosphere
13
+ - new-horizons
14
+ - planetary-science
15
+ - nasa
16
+ - pds
17
+ - open-data
18
+ - tabular-data
19
+ - parquet
20
+ size_categories:
21
+ - n<1K
22
+ configs:
23
+ - config_name: rex_profiles
24
+ data_files:
25
+ - split: train
26
+ path: data/rex_profiles.parquet
27
+ default: true
28
+ - config_name: alice_composition
29
+ data_files:
30
+ - split: train
31
+ path: data/alice_composition.parquet
32
+ default: false
33
+ - config_name: haze_profiles
34
+ data_files:
35
+ - split: train
36
+ path: data/haze_profiles.parquet
37
+ default: false
38
+ ---
39
+
40
+ # Pluto Atmospheric Profiles (New Horizons)
41
+
42
+ <div align="center">
43
+ <img src="banner.jpg" alt="Saturn and its rings, captured by the Cassini spacecraft" width="400">
44
+ <p><em>Credit: NASA/JPL-Caltech/SSI</em></p>
45
+ </div>
46
+
47
+ *Part of the [Solar System Datasets](https://huggingface.co/collections/juliensimon/solar-system-datasets-69c6fa681978de62dff2f347) collection on Hugging Face.*
48
+
49
+ The only direct measurements of **Pluto's atmosphere**, obtained during NASA's New Horizons flyby on July 14, 2015. This dataset includes vertical profiles of temperature, pressure, and number density from the REX radio occultation experiment, atmospheric composition (N2, CH4, C2H2, C2H4, C2H6, haze) from the Alice UV spectrometer, and haze brightness profiles from imaging.
50
+
51
+ ## Dataset description
52
+
53
+ When New Horizons flew past Pluto at 13.78 km/s, it performed two critical atmospheric experiments. The **REX** (Radio Science Experiment) instrument used radio occultation — measuring how the spacecraft's radio signal was refracted by Pluto's atmosphere — to derive temperature and pressure as a function of altitude. This produced entry and exit profiles covering the lower atmosphere from the surface (~1,190 km radius) to ~115 km altitude.
54
+
55
+ The **Alice** ultraviolet spectrometer observed solar and stellar occultations through Pluto's atmosphere, measuring the absorption signatures of nitrogen (N2), methane (CH4), acetylene (C2H2), ethylene (C2H4), ethane (C2H6), and photochemical haze. These observations revealed a complex atmospheric chemistry driven by UV photolysis of methane, producing hydrocarbon species that condense into the extensive haze layers visible in New Horizons' departure images.
56
+
57
+ Pluto's atmosphere is tenuous (surface pressure ~1 Pa, vs. Earth's 101,325 Pa) and primarily composed of nitrogen, with trace methane and carbon monoxide. It undergoes dramatic seasonal changes as Pluto's eccentric orbit (perihelion 29.7 AU, aphelion 49.3 AU) causes surface ices to sublime and refreeze over its 248-year orbital period.
58
+
59
+ ## Data tables
60
+
61
+ | Config | Rows | Description |
62
+ |--------|-----:|-------------|
63
+ | `rex_profiles` | 55 | Temperature, pressure, and number density vs. altitude (entry + exit occultations) |
64
+ | `alice_composition` | 1785 | Atmospheric mixing ratios and number densities of N2, CH4, C2H2, C2H4, C2H6, haze |
65
+ | `haze_profiles` | 29 | Azimuthally averaged haze I/F brightness vs. altitude |
66
+
67
+ ## Quick stats (REX)
68
+
69
+ - Altitude range: 1 -- 115 km above surface
70
+ - Temperature range: 39 -- 107 K
71
+ - Two profiles: entry (ingress) and exit (egress) occultation
72
+
73
+ ## Usage
74
+
75
+ ```python
76
+ from datasets import load_dataset
77
+
78
+ # Load REX temperature/pressure profiles
79
+ rex = load_dataset("juliensimon/pluto-atmosphere", "rex_profiles", split="train")
80
+ df = rex.to_pandas()
81
+
82
+ # Plot Pluto's atmospheric temperature profile
83
+ import matplotlib.pyplot as plt
84
+ entry = df[df["profile"] == "rex_entry"]
85
+ exit_ = df[df["profile"] == "rex_exit"]
86
+ plt.plot(entry["temperature_k"], entry["altitude_km"], label="Entry")
87
+ plt.plot(exit_["temperature_k"], exit_["altitude_km"], label="Exit")
88
+ plt.xlabel("Temperature (K)")
89
+ plt.ylabel("Altitude (km)")
90
+ plt.title("Pluto Atmospheric Temperature Profile (New Horizons REX)")
91
+ plt.legend()
92
+ plt.show()
93
+
94
+ # Load composition data
95
+ alice = load_dataset("juliensimon/pluto-atmosphere", "alice_composition", split="train")
96
+ ```
97
+
98
+ ## Data source
99
+
100
+ New Horizons Derived Pluto System Atmospherics, PDS Small Bodies Node:
101
+ [doi:10.26007/z5wm-yt67](https://doi.org/10.26007/z5wm-yt67)
102
+
103
+ - Hinson et al. (2017), *Radio occultation measurements of Pluto's neutral atmosphere with New Horizons*, Icarus 290. [doi:10.1016/j.icarus.2017.02.031](https://doi.org/10.1016/j.icarus.2017.02.031)
104
+ - Young et al. (2018), *Structure and composition of Pluto's atmosphere from the New Horizons solar ultraviolet occultation*, Icarus 300. [doi:10.1016/j.icarus.2017.09.006](https://doi.org/10.1016/j.icarus.2017.09.006)
105
+
106
+ ## Related datasets
107
+
108
+ - [Huygens Titan Atmosphere](https://huggingface.co/datasets/juliensimon/huygens-titan-atmosphere) — Titan atmospheric profiles (Cassini-Huygens)
109
+ - [Galileo Jupiter Atmosphere](https://huggingface.co/datasets/juliensimon/galileo-jupiter-atmosphere) — Jupiter atmospheric profiles (Galileo probe)
110
+ - [Solar System Moons](https://huggingface.co/datasets/juliensimon/solar-system-moons) — Physical properties of all known moons
111
+
112
+ ## Pipeline
113
+
114
+ Source code: [juliensimon/space-datasets](https://github.com/juliensimon/space-datasets)
115
+
116
+ ## Support
117
+
118
+ If you find this dataset useful, please give it a ❤️ on the [dataset page](https://huggingface.co/datasets/juliensimon/pluto-atmosphere) and share feedback in the Community tab! Also consider giving a ⭐ to the [space-datasets](https://github.com/juliensimon/space-datasets) repo.
119
+
120
+ ## Citation
121
+
122
+ ```bibtex
123
+ @dataset{pluto_atmosphere,
124
+ author = {Simon, Julien},
125
+ title = {Pluto Atmospheric Profiles (New Horizons)},
126
+ year = {2026},
127
+ publisher = {Hugging Face},
128
+ url = {https://huggingface.co/datasets/juliensimon/pluto-atmosphere},
129
+ note = {Based on New Horizons derived data, PDS Small Bodies Node}
130
+ }
131
+ ```
132
+
133
+ ## License
134
+
135
+ [CC-BY-4.0](https://creativecommons.org/licenses/by/4.0/)
banner.jpg ADDED

Git LFS Details

  • SHA256: af78c0503faa3c22fe17eebc4ab2bd9315d771bb914061d81ba54e02346a4dfe
  • Pointer size: 130 Bytes
  • Size of remote file: 11.3 kB
data/alice_composition.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7bbd5595305296f16c27545558bb5eb3591d6c083384b300f5bb7fd66e8fcd4c
3
+ size 153698
data/haze_profiles.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a68421a0d3e65c574d63ab17f2cc2a401741c75e0df5626c60470a65b17fdfff
3
+ size 4925
data/rex_profiles.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9f7e4e6518d061723bf4855e19790ec29f373a809da044cc86a411f8add9c2e2
3
+ size 12152