Pith Number

pith:WAUWXMIA

pith:2024:WAUWXMIABZVQ7QE3SH6YI62M4H

not attested not anchored not stored refs pending

Advancing Marine Heatwave Forecasts: An Integrated Deep Learning Approach

Ding Ning, Karin R. Bryan, Varvara Vetrova, Yun Sing Koh

arxiv:2412.04475 v1 · 2024-11-19 · physics.ao-ph · 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{WAUWXMIABZVQ7QE3SH6YI62M4H}

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	2026-07-05T09:45:17.968589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b0296bb1000e6b0fc09b91fd847b4ce1d342dd8eb35c80b0846a85b21f23d6f4

Aliases

arxiv: 2412.04475 · arxiv_version: 2412.04475v1 · doi: 10.48550/arxiv.2412.04475 · pith_short_12: WAUWXMIABZVQ · pith_short_16: WAUWXMIABZVQ7QE3 · pith_short_8: WAUWXMIA

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/WAUWXMIABZVQ7QE3SH6YI62M4H \
  | 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: b0296bb1000e6b0fc09b91fd847b4ce1d342dd8eb35c80b0846a85b21f23d6f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90ae0a91d920bf7621d667faafdd1edd147acae75b5261849f7a9eee76f5e556",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2024-11-19T06:11:52Z",
    "title_canon_sha256": "30a401f10a1e10bb5e16d2b5fb0b4620fe0f18eb5d2505acc997609540c542b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04475",
    "kind": "arxiv",
    "version": 1
  }
}