Pith Number

pith:WL2DGO2S

pith:2024:WL2DGO2SIQMA4V2RBU43VQJSYH

not attested not anchored not stored refs pending

Enhancing Wildfire Forecasting Through Multisource Spatio-Temporal Data, Deep Learning, Ensemble Models and Transfer Learning

Ayoub Jadouli, Chaker El Amrani

arxiv:2407.15878 v1 · 2024-07-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WL2DGO2SIQMA4V2RBU43VQJSYH}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T09:56:53.097984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b2f4333b5244180e57510d39bac132c1d9c279b01560d3d9391a1060ac0afd8e

Aliases

arxiv: 2407.15878 · arxiv_version: 2407.15878v1 · doi: 10.48550/arxiv.2407.15878 · pith_short_12: WL2DGO2SIQMA · pith_short_16: WL2DGO2SIQMA4V2R · pith_short_8: WL2DGO2S

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/WL2DGO2SIQMA4V2RBU43VQJSYH \
  | 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: b2f4333b5244180e57510d39bac132c1d9c279b01560d3d9391a1060ac0afd8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56dc6c42230d39a868c6abd811031a0c614f62a6a7668602053eab0098233983",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-20T02:00:13Z",
    "title_canon_sha256": "207f3271f76a7aab1a7e048b9fc12734a324bb411aab080843c856f0c4d68f56"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15878",
    "kind": "arxiv",
    "version": 1
  }
}