Pith Number

pith:BIZMYKB5

pith:2024:BIZMYKB5WXTWZXYC3JFE6GZKCC

not attested not anchored not stored refs pending

A Deep Learning Approach to Estimate Canopy Height and Uncertainty by Integrating Seasonal Optical, SAR and Limited GEDI LiDAR Data over Northern Forests

Alemu Gonsamo, Camile Sothe, Cheryl Rogers, Dominic Cyr, Jose B. Castro

arxiv:2410.18108 v1 · 2024-10-08 · cs.CV · 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{BIZMYKB5WXTWZXYC3JFE6GZKCC}

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	2026-07-05T09:25:03.621955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a32cc283db5e76cdf02da4a4f1b2a10bf586e61d5aa8de93c71976c83ef45c9

Aliases

arxiv: 2410.18108 · arxiv_version: 2410.18108v1 · doi: 10.48550/arxiv.2410.18108 · pith_short_12: BIZMYKB5WXTW · pith_short_16: BIZMYKB5WXTWZXYC · pith_short_8: BIZMYKB5

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/BIZMYKB5WXTWZXYC3JFE6GZKCC \
  | 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: 0a32cc283db5e76cdf02da4a4f1b2a10bf586e61d5aa8de93c71976c83ef45c9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfc914beade08b9bb6a11ce7def14ecd0dcbb0a053e92ef4bb61172935171b64",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-08T20:27:11Z",
    "title_canon_sha256": "8a2a5af46bd91284f3d5e1e63616fa217d6d68efdac80c63f866712339b0c53a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18108",
    "kind": "arxiv",
    "version": 1
  }
}