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Pith Number

pith:5XUZ7NKT

pith:2026:5XUZ7NKTFMYTCX7HSMBZGXRNCB
not attested not anchored not stored refs pending

Spatial prediction of environmental processes using random forests: How best to account for spatial dependence?

Duncan Lee, Helen R. Savage, Hussein Twabi, Marriott Nliwasa, Peter MacPherson, Vinny Davies

arxiv:2606.18078 v1 · 2026-06-16 · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{5XUZ7NKTFMYTCX7HSMBZGXRNCB}

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 2026-06-19T16:10:47.917647Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ede99fb5532b31315fe79303935e2d1063d159a20d30a3041f5f22e164ac3d1b

Aliases

arxiv: 2606.18078 · arxiv_version: 2606.18078v1 · doi: 10.48550/arxiv.2606.18078 · pith_short_12: 5XUZ7NKTFMYT · pith_short_16: 5XUZ7NKTFMYTCX7H · pith_short_8: 5XUZ7NKT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/5XUZ7NKTFMYTCX7HSMBZGXRNCB \
  | 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: ede99fb5532b31315fe79303935e2d1063d159a20d30a3041f5f22e164ac3d1b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d76ed243a480da49504d9c8c502116376c0b7d3fa08cded67e5186b665b6002d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-06-16T15:45:25Z",
    "title_canon_sha256": "5ca96fb87b00c732e2c758d584295ae47bbdb8ccb1a9538a08a2f09d5815ffe3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.18078",
    "kind": "arxiv",
    "version": 1
  }
}