Pith. sign in
Pith Number

pith:5Q2TZHBE

pith:2022:5Q2TZHBEIVZJ6WGCIUN3P6IPE7
not attested not anchored not stored refs pending

Graph Neural Networks Extract High-Resolution Cultivated Land Maps from Sentinel-2 Image Series

Bertrand Le Saux, Jakub Nalepa, Lukasz Tulczyjew, Michal Kawulok, Nicolas Long\'ep\'e

arxiv:2208.02349 v1 · 2022-08-03 · cs.CV · cs.LG · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5Q2TZHBEIVZJ6WGCIUN3P6IPE7}

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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 2026-07-05T04:46:03.540780Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ec353c9c2445729f58c2451bb7f90f27f4f114134a369039d28e6a13e63719f6

Aliases

arxiv: 2208.02349 · arxiv_version: 2208.02349v1 · doi: 10.48550/arxiv.2208.02349 · pith_short_12: 5Q2TZHBEIVZJ · pith_short_16: 5Q2TZHBEIVZJ6WGC · pith_short_8: 5Q2TZHBE
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5Q2TZHBEIVZJ6WGCIUN3P6IPE7 \
  | 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: ec353c9c2445729f58c2451bb7f90f27f4f114134a369039d28e6a13e63719f6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d0c8ebf47f1ce6c48bd33cc1ce10d0ceb1ecc6c2147c3a3408deb394e63032d4",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-03T21:19:06Z",
    "title_canon_sha256": "bbd80c0c976fde7089759b0dec03b3e375ebbfee8b8a29302202d5f7a167036b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.02349",
    "kind": "arxiv",
    "version": 1
  }
}