Pith. sign in
Pith Number

pith:BNH3SQXM

pith:2022:BNH3SQXMXCM27D57BVS6CQPBWC
not attested not anchored not stored refs pending

Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data

Hyunjin Hwang, Jihoon Ko, Kijung Shin, Kyuhan Lee

arxiv:2210.12853 v1 · 2022-10-20 · physics.ao-ph · cs.AI · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{BNH3SQXMXCM27D57BVS6CQPBWC}

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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 2026-07-05T05:09:33.391761Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

0b4fb942ecb899af8fbf0d65e141e1b0933f6abec04864ff8f221290b0116e99

Aliases

arxiv: 2210.12853 · arxiv_version: 2210.12853v1 · doi: 10.48550/arxiv.2210.12853 · pith_short_12: BNH3SQXMXCM2 · pith_short_16: BNH3SQXMXCM27D57 · pith_short_8: BNH3SQXM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BNH3SQXMXCM27D57BVS6CQPBWC \
  | 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: 0b4fb942ecb899af8fbf0d65e141e1b0933f6abec04864ff8f221290b0116e99
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "38be2488a0af0b52bf2151387eb7aa06de84c09473d354949996cb0522d08008",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.ao-ph",
    "submitted_at": "2022-10-20T14:59:58Z",
    "title_canon_sha256": "5b6f92a986bd4b6588f36c541ca1d9a78f6ed194e3883dc8b8d707c0517ceb6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.12853",
    "kind": "arxiv",
    "version": 1
  }
}