Pith. sign in
Pith Number

pith:3ORFTLM6

pith:2024:3ORFTLM6OIRS634B4VPL2A4CLE
not attested not anchored not stored refs pending

Time-Series Foundation Models for Forecasting Soil Moisture Levels in Smart Agriculture

Bart Baesens, Boje Deforce, Estefan\'ia Serral Asensio

arxiv:2405.18913 v3 · 2024-05-29 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3ORFTLM6OIRS634B4VPL2A4CLE}

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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.
Receipt and verification
First computed 2026-07-05T08:53:40.563001Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

dba259ad9e72232f6f81e55ebd0382590384877166aaa3f33e0bae12f23d630e

Aliases

arxiv: 2405.18913 · arxiv_version: 2405.18913v3 · doi: 10.48550/arxiv.2405.18913 · pith_short_12: 3ORFTLM6OIRS · pith_short_16: 3ORFTLM6OIRS634B · pith_short_8: 3ORFTLM6
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3ORFTLM6OIRS634B4VPL2A4CLE \
  | 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: dba259ad9e72232f6f81e55ebd0382590384877166aaa3f33e0bae12f23d630e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "13778108a44e9ae47bbc67771c970319a687f8a7275066992e6fa8ec6f46de4a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-29T09:16:03Z",
    "title_canon_sha256": "14e94ece1fad914517f3b44854a78355dc816e948fa244b7ab5aa091a5fc5a61"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.18913",
    "kind": "arxiv",
    "version": 3
  }
}