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Pith Number

pith:UAJFBAGV

pith:2024:UAJFBAGV7BRC3H7KIWZRCSX55Z
not attested not anchored not stored refs pending

Generalization Enhancement Strategies to Enable Cross-year Cropland Mapping with Convolutional Neural Networks Trained Using Historical Samples

Amos Wussah, Boka Luo, Cat Mai, Hamed Alemohammad, Hanan Abou Ali, Ismail Alatise, Lei Song, Lyndon D. Estes, Mary Dziedzorm Asipunu, Nguyen Ha, Qi Zhang, Rahebe Abedi, Sam Khallaghi, Sitian Xiong, Yao-Ting Yao

arxiv:2408.06467 v2 · 2024-08-12 · cs.CV

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\usepackage{pith}
\pithnumber{UAJFBAGV7BRC3H7KIWZRCSX55Z}

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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 2026-07-05T08:56:05.818757Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a0125080d5f8622d9fea45b3114afdee7da7cbf075519a27440361be9a3a4c77

Aliases

arxiv: 2408.06467 · arxiv_version: 2408.06467v2 · doi: 10.48550/arxiv.2408.06467 · pith_short_12: UAJFBAGV7BRC · pith_short_16: UAJFBAGV7BRC3H7K · pith_short_8: UAJFBAGV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UAJFBAGV7BRC3H7KIWZRCSX55Z \
  | 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: a0125080d5f8622d9fea45b3114afdee7da7cbf075519a27440361be9a3a4c77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "18bcbf8973b9b7b3489cbb72fd62480f9de59d14dd39fbbfb9e6ed664c4fac46",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-12T19:42:09Z",
    "title_canon_sha256": "fe5151b5b0b04809178872aa7c7064a2d0319f99df80ba51eb95d9680ed22284"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.06467",
    "kind": "arxiv",
    "version": 2
  }
}