Pith Number

pith:YOONGI4E

pith:2019:YOONGI4E5KK3QSJCSHVYOJE4SQ

not attested not anchored not stored refs pending

Machine Learning-based Estimation of Forest Carbon Stocks to increase Transparency of Forest Preservation Efforts

Bj\"orn L\"utjens, Katharina Kramer, Lucas Liebenwein

arxiv:1912.07850 v1 · 2019-12-17 · cs.CY · 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{YOONGI4E5KK3QSJCSHVYOJE4SQ}

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.

Cited by

1 paper in Pith

Improving the accuracy of automated labeling of specimen images datasets via a confidence-based process

Receipt and verification

First computed	2026-07-05T00:26:46.403300Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c39cd32384ea95b8492291eb87249c940c29f4b7a5a0a7f9cab64f375b9d0c97

Aliases

arxiv: 1912.07850 · arxiv_version: 1912.07850v1 · doi: 10.48550/arxiv.1912.07850 · pith_short_12: YOONGI4E5KK3 · pith_short_16: YOONGI4E5KK3QSJC · pith_short_8: YOONGI4E

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/YOONGI4E5KK3QSJCSHVYOJE4SQ \
  | 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: c39cd32384ea95b8492291eb87249c940c29f4b7a5a0a7f9cab64f375b9d0c97

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b329eaf15e2e6d04c2eaaeea11d229d2320a7198919e1bd55d41c38c48dadc7a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2019-12-17T07:27:26Z",
    "title_canon_sha256": "ba348fd2b8cba1c52e50f0826b167be9af3f38a4b13363da9a1a0fe8fc92c209"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.07850",
    "kind": "arxiv",
    "version": 1
  }
}