Pith. sign in
Pith Number

pith:GJ2RFGRB

pith:2025:GJ2RFGRBXM3TWRFKZNL6XCNUGK
not attested not anchored not stored refs pending

Optimal Planning and Machine Learning for Responsive Tracking and Enhanced Forecasting of Wildfires using a Spacecraft Constellation

Adam Kochanski, Amer Melebari, Angel Farguell Caus, Archana Kannan, Jan Mandel, Kurtis Nelson, Mahta Moghaddam, Richard Levinson, Samira Alkaee Taleghan, Sreeja Roy-Singh, Vinay Ravindra

arxiv:2508.06687 v2 · 2025-08-08 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{GJ2RFGRBXM3TWRFKZNL6XCNUGK}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T11:54:31.814247Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

3275129a21bb373b44aacb57eb89b4328478d88dec927b629a81e146dcb4372b

Aliases

arxiv: 2508.06687 · arxiv_version: 2508.06687v2 · doi: 10.48550/arxiv.2508.06687 · pith_short_12: GJ2RFGRBXM3T · pith_short_16: GJ2RFGRBXM3TWRFK · pith_short_8: GJ2RFGRB
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GJ2RFGRBXM3TWRFKZNL6XCNUGK \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 3275129a21bb373b44aacb57eb89b4328478d88dec927b629a81e146dcb4372b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "27598de381e4bbe13e7a0ba3bc4bb13a0b9a1ed78ffcc44c7dc9a5479eae3bc5",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-08-08T20:25:53Z",
    "title_canon_sha256": "a3277ec275add738eafee885d3ca7dd08791f615792d62faf9e270ff53f64ac4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.06687",
    "kind": "arxiv",
    "version": 2
  }
}