Pith. sign in
Pith Number

pith:2DMEWCES

pith:2025:2DMEWCESTKW5BS32X67V7E4GH5
not attested not anchored not stored refs pending

Model-Agnostic, Temperature-Informed Sampling Enhances Cross-Year Crop Mapping with Deep Learning

Helge Aasen, Mehmet Ozgur Turkoglu, Selene Ledain

arxiv:2506.12885 v3 · 2025-06-15 · cs.CV · eess.IV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2DMEWCESTKW5BS32X67V7E4GH5}

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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 2026-07-05T11:38:51.768407Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d0d84b08929aadd0cb7abfbf5f93863f41e7e421e19cd9d1cb1d2ea29b4a1d01

Aliases

arxiv: 2506.12885 · arxiv_version: 2506.12885v3 · doi: 10.48550/arxiv.2506.12885 · pith_short_12: 2DMEWCESTKW5 · pith_short_16: 2DMEWCESTKW5BS32 · pith_short_8: 2DMEWCES
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2DMEWCESTKW5BS32X67V7E4GH5 \
  | 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: d0d84b08929aadd0cb7abfbf5f93863f41e7e421e19cd9d1cb1d2ea29b4a1d01
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f4c500a2929ecde374bcdaacfc3d625bab0b5a9c2d654309f9475e5ddc1f1927",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-15T15:30:08Z",
    "title_canon_sha256": "abe441678f5af578246c0ffb16235249d8af710fd1c53c08d8df69d821a110f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12885",
    "kind": "arxiv",
    "version": 3
  }
}