Pith Number

pith:W23ENRLQ

pith:2024:W23ENRLQ3A6MC6CBFOLTEYGEPR

not attested not anchored not stored refs pending

A Comparative Study of Transformer and Convolutional Models for Crop Segmentation from Satellite Image Time Series

Anwar Ur Rehman, Christian Loschiavo, Ignazio Gallo, Mattia Gatti, Mirco Boschetti, Nicola Landro, Riccardo La Grassa

arxiv:2412.01944 v2 · 2024-12-02 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W23ENRLQ3A6MC6CBFOLTEYGEPR}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-05-21T01:05:03.839376Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6b646c570d83cc178412b973260c47c4164ecb8c1149fde801c41bb4de44529

Aliases

arxiv: 2412.01944 · arxiv_version: 2412.01944v2 · doi: 10.48550/arxiv.2412.01944 · pith_short_12: W23ENRLQ3A6M · pith_short_16: W23ENRLQ3A6MC6CB · pith_short_8: W23ENRLQ

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/W23ENRLQ3A6MC6CBFOLTEYGEPR \
  | 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: b6b646c570d83cc178412b973260c47c4164ecb8c1149fde801c41bb4de44529

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23e703a2e507488d8a91b33b88469d08d9107f5deb206e3f248f8bfffa71c5c7",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-02T20:08:22Z",
    "title_canon_sha256": "74b016be172ca24eeea8f321a4487415e01eca7ef8301db923da7ea5af6e1db5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.01944",
    "kind": "arxiv",
    "version": 2
  }
}