Pith Number

pith:TQC7QHLL

pith:2025:TQC7QHLLBMDI4BJLUEFNUCQH7A

not attested not anchored not stored refs pending

Uncertainty-Aware Deep Learning for Wildfire Danger Forecasting

Gustau Camps-Valls, Ioannis Papoutsis, Nikolas Papadopoulos, Spyros Kondylatos

arxiv:2509.25017 v2 · 2025-09-29 · cs.LG · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TQC7QHLLBMDI4BJLUEFNUCQH7A}

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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.

Cited by

3 papers in Pith

FireScope: Wildfire Risk Raster Prediction with a Chain-of-Thought Oracle

Set Prediction for Next-Day Active Fire Forecasting

Receipt and verification

First computed	2026-06-10T01:09:44.065981Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c05f81d6b0b068e052ba10ada0a07f82514a8d34157d9fc568505e8a2acee6f

Aliases

arxiv: 2509.25017 · arxiv_version: 2509.25017v2 · doi: 10.48550/arxiv.2509.25017 · pith_short_12: TQC7QHLLBMDI · pith_short_16: TQC7QHLLBMDI4BJL · pith_short_8: TQC7QHLL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TQC7QHLLBMDI4BJLUEFNUCQH7A \
  | 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: 9c05f81d6b0b068e052ba10ada0a07f82514a8d34157d9fc568505e8a2acee6f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d875ee7cfb5861333582ba8718a20a974b49bd8723c4f8c79ef7f92033a0f5cd",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-29T16:43:17Z",
    "title_canon_sha256": "4e32c871acace5e765b2d5a0f1505d1aaa0cc5cef3dcac256bf83f3f6f8611ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.25017",
    "kind": "arxiv",
    "version": 2
  }
}