Pith Number

pith:EZD3DUAY

pith:2018:EZD3DUAYXFXXXW3K4GPCPQ2HCN

not attested not anchored not stored refs pending

Enhancement of land-use change modeling using convolutional neural networks and convolutional denoising autoencoders

Guodong Du, Kong Joo Shin, Liang Yuan, Shunsuke Managi

arxiv:1803.01159 v1 · 2018-03-03 · stat.AP · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZD3DUAYXFXXXW3K4GPCPQ2HCN}

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	2026-05-18T00:22:01.618916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2647b1d018b96f7bdb6ae19e27c347136e91a5a90f97122a47534d5b12e8a115

Aliases

arxiv: 1803.01159 · arxiv_version: 1803.01159v1 · doi: 10.48550/arxiv.1803.01159 · pith_short_12: EZD3DUAYXFXX · pith_short_16: EZD3DUAYXFXXXW3K · pith_short_8: EZD3DUAY

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/EZD3DUAYXFXXXW3K4GPCPQ2HCN \
  | 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: 2647b1d018b96f7bdb6ae19e27c347136e91a5a90f97122a47534d5b12e8a115

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20a6e8afadeeae6b63515ad8f4df5164a399bfee84bea2ec60b6ac72290c6f8a",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2018-03-03T13:28:51Z",
    "title_canon_sha256": "b48ddca67d62321682f249ee81bb067552f914d08f3bfa1f9bf8dd5f4ac6b22e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.01159",
    "kind": "arxiv",
    "version": 1
  }
}