Pith Number

pith:YVGXT7QY

pith:2023:YVGXT7QYTU7KE6W4GECZ7EC7B7

not attested not anchored not stored refs pending

Foundation Models for Generalist Geospatial Artificial Intelligence

Bianca Zadrozny, Blair Edwards, Carlos Gomes, C. E. Phillips, Daiki Kimura, Daniela Szwarcman, Dario Oliveira, Denys Godwin, Devyani Lambhate, Fatemeh Kordi, Gabby Nyirjesy, Hamed Alemohammad, Hanxi (Steve) Li, Iksha Gurung, Johannes Jakubik, Kamal Das, Kommy Weldemariam, Kumar Ankur, Linsong Chu, Manil Maskey, Maryam Ahmadi, Michael Cecil, Michal Muszynski, Muthukumaran Ramasubramanian, Naomi Simumba, Paolo Fraccaro, Raghu Ganti, Rahul Ramachandran, Ranjini Bangalore, Sam Khallaghi, S. Karthik Mukkavilli, Sujit Roy

arxiv:2310.18660 v2 · 2023-10-28 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YVGXT7QYTU7KE6W4GECZ7EC7B7}

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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

19 papers in Pith

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Adapting Prithvi-EO for Fallow Detection for Food-Water Nexus: ViT-Adapter Necks and Parameter-Efficient Backbone tuning of Geospatial Foundation Model

Beyond Backscatter: AlphaEarth Land-Cover Priors for Rapid SAR Flood Segmentation Across Foundation Backbones

Benchmarking Geospatial Foundation Models for Agriculture Applications

Clustering Guided Domain-Specific Pretrained Foundation Model for Very High-Resolution Arctic Remote Sensing

Receipt and verification

First computed	2026-07-05T07:10:29.773580Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c54d79fe189d3ea27adc31059f905f0fe5cde0671fc96c6709a1eff4062f87b6

Aliases

arxiv: 2310.18660 · arxiv_version: 2310.18660v2 · doi: 10.48550/arxiv.2310.18660 · pith_short_12: YVGXT7QYTU7K · pith_short_16: YVGXT7QYTU7KE6W4 · pith_short_8: YVGXT7QY

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/YVGXT7QYTU7KE6W4GECZ7EC7B7 \
  | 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: c54d79fe189d3ea27adc31059f905f0fe5cde0671fc96c6709a1eff4062f87b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0087dd7a048553fa3de3a6efb7fd75dc93bc10e7ad8fb9b49fbd07ceee026d4b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-28T10:19:55Z",
    "title_canon_sha256": "b991189a1e5ca9ee0ed6d1dcb1bd61ef5f7c199e6bbfc7ac0d3223f7b63626f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.18660",
    "kind": "arxiv",
    "version": 2
  }
}