Pith Number

pith:DJANTSHW

pith:2024:DJANTSHWCUUTR7UUJ4RMQGRSR5

not attested not anchored not stored refs pending

Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps

Caleb Robinson, Charles Mwangi, Esther Maina, Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Hamed Alemohammad, Joshua Nyakundi, Juan M. Lavista Ferres, Luana Marotti, Rahul Dodhia

arxiv:2412.00777 v2 · 2024-12-01 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DJANTSHWCUUTR7UUJ4RMQGRSR5}

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	2026-07-05T09:47:36.960224Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a40d9c8f6152938fe944f22c81a328f561b94d4b74c217da11641efeb07ad2a

Aliases

arxiv: 2412.00777 · arxiv_version: 2412.00777v2 · doi: 10.48550/arxiv.2412.00777 · pith_short_12: DJANTSHWCUUT · pith_short_16: DJANTSHWCUUTR7UU · pith_short_8: DJANTSHW

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/DJANTSHWCUUTR7UUJ4RMQGRSR5 \
  | 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: 1a40d9c8f6152938fe944f22c81a328f561b94d4b74c217da11641efeb07ad2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c438d292c255a1e6955836710547460f33d3025085c1823a6818ce6d43dd8f27",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-01T11:48:58Z",
    "title_canon_sha256": "a23b3b2a9429e699cc67021ffd8440fc980720addbd6220d439aefb77068695f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00777",
    "kind": "arxiv",
    "version": 2
  }
}