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Pith
Pith Number

pith:4MZASUJJ

pith:2024:4MZASUJJIEDSCBUWDCTZGNOBYV
not attested not anchored not stored refs pending

Global Lightning-Ignited Wildfires Prediction and Climate Change Projections based on Explainable Machine Learning Models

Assaf Shmuel, Colin Price, Eyal Heifetz, Oren Glickman, Teddy Lazebnik

arxiv:2409.10046 v1 · 2024-09-16 · cs.LG · cs.IR · physics.ao-ph

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\usepackage{pith}
\pithnumber{4MZASUJJIEDSCBUWDCTZGNOBYV}

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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 2026-07-05T09:07:33.966831Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e332095129410721069618a79335c1c5589b23dd4dda8dccfc0c0dd2bead1c20

Aliases

arxiv: 2409.10046 · arxiv_version: 2409.10046v1 · doi: 10.48550/arxiv.2409.10046 · pith_short_12: 4MZASUJJIEDS · pith_short_16: 4MZASUJJIEDSCBUW · pith_short_8: 4MZASUJJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4MZASUJJIEDSCBUWDCTZGNOBYV \
  | 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: e332095129410721069618a79335c1c5589b23dd4dda8dccfc0c0dd2bead1c20
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "925b039d61219a49c593da525519e8ae87135de5ab328914f0fd6268d8ffae06",
    "cross_cats_sorted": [
      "cs.IR",
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-16T07:19:08Z",
    "title_canon_sha256": "caa7d5fee0eb866a199f5b0bc355ca89c7489f3057629eddae8b4d681a037b84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.10046",
    "kind": "arxiv",
    "version": 1
  }
}