Pith Number

pith:MX65D3ED

pith:2024:MX65D3EDCGQJNLCO7ZHWK7RZST

not attested not anchored not stored refs pending

Unified Deep Learning Model for Global Prediction of Aboveground Biomass, Canopy Height and Cover from High-Resolution, Multi-Sensor Satellite Imagery

Carly Beneke, Clyde Wheeler, Manuel Weber

arxiv:2408.11234 v2 · 2024-08-20 · cs.CV · cs.AI · 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{MX65D3EDCGQJNLCO7ZHWK7RZST}

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	2026-07-05T09:55:34.319573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65fdd1ec8311a096ac4efe4f657e3994fc8881a6cc2c54b5bddf667c1d3ca434

Aliases

arxiv: 2408.11234 · arxiv_version: 2408.11234v2 · doi: 10.48550/arxiv.2408.11234 · pith_short_12: MX65D3EDCGQJ · pith_short_16: MX65D3EDCGQJNLCO · pith_short_8: MX65D3ED

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/MX65D3EDCGQJNLCO7ZHWK7RZST \
  | 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: 65fdd1ec8311a096ac4efe4f657e3994fc8881a6cc2c54b5bddf667c1d3ca434

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "735db5529fcafecb6b035686a6699769f6b8ad8b436eaf75b29d0c93cf150b0a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-20T23:15:41Z",
    "title_canon_sha256": "72198bf02233bec17478290271643dab27fa4a42f83b371e7db929266085b13e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.11234",
    "kind": "arxiv",
    "version": 2
  }
}