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Pith Number

pith:LHSAFTYF

pith:2023:LHSAFTYFYKD5RKR3QB6ZI334XJ
not attested not anchored not stored refs pending

Data-driven Crop Growth Simulation on Time-varying Generated Images using Multi-conditional Generative Adversarial Networks

Dereje T. Demie, Johannes Leonhardt, Lukas Drees, Madhuri R. Paul, Ribana Roscher, Sabine J. Seidel, Thomas F. D\"oring

arxiv:2312.03443 v1 · 2023-12-06 · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{LHSAFTYFYKD5RKR3QB6ZI334XJ}

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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.
Receipt and verification
First computed 2026-07-05T08:35:39.845279Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

59e402cf05c287d8aa3b807d946f7cba51035d8e054ef918e20aff29af0f4a25

Aliases

arxiv: 2312.03443 · arxiv_version: 2312.03443v1 · doi: 10.48550/arxiv.2312.03443 · pith_short_12: LHSAFTYFYKD5 · pith_short_16: LHSAFTYFYKD5RKR3 · pith_short_8: LHSAFTYF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LHSAFTYFYKD5RKR3QB6ZI334XJ \
  | 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: 59e402cf05c287d8aa3b807d946f7cba51035d8e054ef918e20aff29af0f4a25
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ce17fedba2db732f692176c9c59b6a79210b73e6169407eaedb535d3cb81c600",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-06T11:54:50Z",
    "title_canon_sha256": "4649ac6c50dc2e5d0b1c2e88ef2923a549a77f5be74309d2ba5c8ec0544d5324"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03443",
    "kind": "arxiv",
    "version": 1
  }
}