Pith Number

pith:FSBPL4BQ

pith:2022:FSBPL4BQ7D5UUP7BONFDGRQUEV

not attested not anchored not stored refs pending

Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs

Christian Requena-Mesa, Claire Robin, Jeran Poehls, Lazaro Alonso, Markus Reichstein, Nuno Carvalhais, Vitus Benson

arxiv:2210.13648 v2 · 2022-10-24 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FSBPL4BQ7D5UUP7BONFDGRQUEV}

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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

VegSim: A Geospatial World Model for Scenario-Conditioned Vegetation Simulation

Receipt and verification

First computed	2026-07-05T05:21:27.986441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c82f5f030f8fb4a3fe1734a334614256b5e82daee7b771392cfb9b4a29528f0

Aliases

arxiv: 2210.13648 · arxiv_version: 2210.13648v2 · doi: 10.48550/arxiv.2210.13648 · pith_short_12: FSBPL4BQ7D5U · pith_short_16: FSBPL4BQ7D5UUP7B · pith_short_8: FSBPL4BQ

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/FSBPL4BQ7D5UUP7BONFDGRQUEV \
  | 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: 2c82f5f030f8fb4a3fe1734a334614256b5e82daee7b771392cfb9b4a29528f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f3db21594aed031cc7437d8fcdf95fd1b42e7f3a6305136a89d41e594a5553e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-24T23:03:36Z",
    "title_canon_sha256": "656320d97c51290b34133d2e621f43060e1951c46c4617edf86f201500ea0587"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13648",
    "kind": "arxiv",
    "version": 2
  }
}