Pith Number

pith:UPNHHRWH

pith:2018:UPNHHRWHVRIOVHBO7BX53KXDOP

not attested not anchored not stored refs pending

Spatial Factor Models for High-Dimensional and Large Spatial Data: An Application in Forest Variable Mapping

Abhirup Datta, Andrew O. Finley, Bruce D. Cook, Chad Babcock, Daniel Taylor-Rodriguez, Douglas C. Morton, Hans-Erik Andersen, Sudipto Banerjee

arxiv:1801.02078 v2 · 2018-01-06 · stat.AP

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\usepackage{pith}
\pithnumber{UPNHHRWHVRIOVHBO7BX53KXDOP}

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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.

Cited by

1 paper in Pith

Conjugate Nearest Neighbor Gaussian Process Models for Efficient Statistical Interpolation of Large Spatial Data

Receipt and verification

First computed	2026-05-18T00:01:16.592114Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a3da73c6c7ac50ea9c2ef86fddaae373c6d707b77f7755b725be35da904a464a

Aliases

arxiv: 1801.02078 · arxiv_version: 1801.02078v2 · doi: 10.48550/arxiv.1801.02078 · pith_short_12: UPNHHRWHVRIO · pith_short_16: UPNHHRWHVRIOVHBO · pith_short_8: UPNHHRWH

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/UPNHHRWHVRIOVHBO7BX53KXDOP \
  | 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: a3da73c6c7ac50ea9c2ef86fddaae373c6d707b77f7755b725be35da904a464a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43bd4ed8d03541de4fabe58d1caea8486dcebb6ab0e93251c3eaa5903d9a0d9d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2018-01-06T19:56:23Z",
    "title_canon_sha256": "9fe04b2c3ca530c8673260391c4f76c3c495214ae12d72fa126d45fc3f44e6a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.02078",
    "kind": "arxiv",
    "version": 2
  }
}