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Pith Number

pith:KBKAY5MA

pith:2020:KBKAY5MA7RRNM4SGWKTYDZYUOM
not attested not anchored not stored refs pending

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery

Andrew Y. Ng, Cooper Elsworth, Hao Sheng, Jeremy Irvin, Kemen Austin, Kyle Story, Neel Ramachandran, Rose Rustowicz, Sharon Zhou, Sonja Johnson-Yu

arxiv:2011.05479 v1 · 2020-11-11 · cs.CV · cs.LG · eess.IV

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\usepackage{pith}
\pithnumber{KBKAY5MA7RRNM4SGWKTYDZYUOM}

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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

Receipt and verification
First computed 2026-07-05T01:50:50.321743Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

50540c7580fc62d67246b2a781e714733db59bd4cbc4922a22d51446d7d974e3

Aliases

arxiv: 2011.05479 · arxiv_version: 2011.05479v1 · doi: 10.48550/arxiv.2011.05479 · pith_short_12: KBKAY5MA7RRN · pith_short_16: KBKAY5MA7RRNM4SG · pith_short_8: KBKAY5MA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/KBKAY5MA7RRNM4SGWKTYDZYUOM \
  | 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: 50540c7580fc62d67246b2a781e714733db59bd4cbc4922a22d51446d7d974e3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "40f30b95765a3636252cfd367ce779f09be1b94c97cab5bda6828d27b22b6dfe",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-11-11T00:28:40Z",
    "title_canon_sha256": "9f9e848a91488b7c19c64bf14091db4112c890ae59bfcff1208453b515be203d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.05479",
    "kind": "arxiv",
    "version": 1
  }
}