Pith Number

pith:46O7JVL4

pith:2024:46O7JVL4TBQOILRJUSJISPUXNP

not attested not anchored not stored refs pending

Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts

Alexis Joly, Fran\c{c}ois Munoz, Joaquim Estopinan, Maximilien Servajean, Pierre Bonnet

arxiv:2401.05470 v1 · 2024-01-10 · q-bio.PE · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46O7JVL4TBQOILRJUSJISPUXNP}

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	2026-07-05T07:32:30.806494Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e79df4d57c9860e42e29a492893e976bc2fbef850ca211bd522a07332173a6d9

Aliases

arxiv: 2401.05470 · arxiv_version: 2401.05470v1 · doi: 10.48550/arxiv.2401.05470 · pith_short_12: 46O7JVL4TBQO · pith_short_16: 46O7JVL4TBQOILRJ · pith_short_8: 46O7JVL4

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/46O7JVL4TBQOILRJUSJISPUXNP \
  | 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: e79df4d57c9860e42e29a492893e976bc2fbef850ca211bd522a07332173a6d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f87d10c84c1bc10c30163f737f84757cf626bba0d3113658c1595e20dab2e0d2",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "q-bio.PE",
    "submitted_at": "2024-01-10T15:24:27Z",
    "title_canon_sha256": "880d78257ad2497453aae0ffbc5a08f6df58f961184b52e26c6bbf32bc40de3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.05470",
    "kind": "arxiv",
    "version": 1
  }
}