Pith Number

pith:ACJ7FMKQ

pith:2022:ACJ7FMKQ7BJP2FWLKFKWPOA262

not attested not anchored not stored refs pending

Forecasting Soil Moisture Using Domain Inspired Temporal Graph Convolution Neural Networks To Guide Sustainable Crop Management

Arun Bawa, Fearghal O'Donncha, Kelsey DiPietro, Malvern Madondo, Michael Jacobs, Muneeza Azmat, Raghavan Srinivasan, Raya Horesh

arxiv:2212.06565 v1 · 2022-12-12 · 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{ACJ7FMKQ7BJP2FWLKFKWPOA262}

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	2026-07-05T05:24:52.125969Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0093f2b150f852fd16cb515567b81af6b87f825ac0c0065ffcf13a9e8bf39efc

Aliases

arxiv: 2212.06565 · arxiv_version: 2212.06565v1 · doi: 10.48550/arxiv.2212.06565 · pith_short_12: ACJ7FMKQ7BJP · pith_short_16: ACJ7FMKQ7BJP2FWL · pith_short_8: ACJ7FMKQ

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/ACJ7FMKQ7BJP2FWLKFKWPOA262 \
  | 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: 0093f2b150f852fd16cb515567b81af6b87f825ac0c0065ffcf13a9e8bf39efc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1bb5377f82c2127c7fe935e08c6592be6c0d148c3faf65d617b326ea3c3a9e8c",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-12T14:36:39Z",
    "title_canon_sha256": "04df7d94da5c07c439e10f5ddeead266c201d05bb2afe2bc58388881fcf0ff11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06565",
    "kind": "arxiv",
    "version": 1
  }
}