Paper Citation Record · LEDGER

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal

As of 21 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 2 inbound Pith citation observations for arXiv:2508.00858.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.00858 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:54:18.656120Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:49:36.827923Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-13T20:48:15.083848Z

Reference resolution

22 of 22 outbound references displayed

verified exact3
verified fuzzy5
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5cd53fe-0e20-4136-b1c9-065608e04613 · outbound

This paper cites an unresolved cited work.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:21.507605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2af9989b-c5df-416b-af4c-4cd73d3ef029 · outbound

This paper cites AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:17.120039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53e7d26a-d34c-4ca4-baf7-cae986ab9111 · outbound

This paper cites Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact (Version. 2.0).

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact (Version. 2.0)

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:54:19.881327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4b1e6b58-f7bf-48b2-abb8-ef74a8f2fd23 · outbound

This paper cites Agrometeorological indicators from 1979 to present derived from reanalysis.Copernicus Climate Change Service (C3S) Climate Data Store (CDS), 10,.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Agrometeorological indicators from 1979 to present derived from reanalysis.Copernicus Climate Change Service (C3S) Climate Data Store (CDS), 10,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:21.309302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e67cda0f-2e4c-4a1c-8dbd-f8ac41d2f610 · outbound

This paper cites Fuller, A., Millard, K., and Green, J.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Fuller, A., Millard, K., and Green, J

Reference 9

Resolution: verified exact; raw_fallback, observed 2026-08-06T16:54:19.653234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f4c7fc9c-5d63-4f2f-b8bb-f56aa135ae2a · outbound

This paper cites an unresolved cited work.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:20.891492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cbc2274e-a268-4a31-8618-64788dce417b · outbound

This paper cites USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:17.695362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021a8f47-4e84-4fa5-8fd9-b6e233883303 · outbound

This paper cites SeaMo: A Season-Aware Multimodal Foundation Model for Remote Sensing.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal SeaMo: A Season-Aware Multimodal Foundation Model for Remote Sensing

Reference 13

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T16:54:19.319152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 19894115-5733-4dd3-81f1-56342851a42b · outbound

This paper cites EarthPT: a time series foundation model for Earth Observation.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal EarthPT: a time series foundation model for Earth Observation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:17.961081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3435a38c-5771-4ce3-a5ef-169692e2652e · outbound

This paper cites Tseng, G., Zvonkov, I., Nakalembe, C.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Tseng, G., Zvonkov, I., Nakalembe, C

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:18.039643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bc17d79-eb13-4f22-bd11-464c45d20aed · outbound

This paper cites Lightweight, Pre-trained Transformers for Remote Sensing Timeseries.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Lightweight, Pre-trained Transformers for Remote Sensing Timeseries

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:18.119238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46a64d3b-f86a-444f-866e-b79b3ff6c016 · outbound

This paper cites USDA-NASS, USDA NASS Marketing and Information Services Office, Washington, DC.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal USDA-NASS, USDA NASS Marketing and Information Services Office, Washington, DC

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:20.562835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b38c0578-dd8d-41b0-a095-0fb74670b65f · outbound

This paper cites MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:18.323470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6e887d-f447-4523-90ab-b371079ae09c · outbound

This paper cites One for All: Toward Unified Foundation Models for Earth Vision.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal One for All: Toward Unified Foundation Models for Earth Vision

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:18.393936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13cc3f1e-4ab3-401e-8b7d-c795a7aca723 · outbound

This paper cites an unresolved cited work.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:54:20.381041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0664c8df-daf8-4cbf-b1f2-82c7afc16b05 · outbound

This paper cites other_crop.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal other_crop

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:20.213739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0c3e37b9-111e-4d68-90ff-a01c4cdf949f · outbound

This paper cites Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Tiling and Stitching Segmentation Output for Remote Sensing: Basic Challenges and Recommendations

Reference 2013

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:17.583707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f661021-472c-41d7-bc05-17d823c175e3 · outbound

This paper cites doi: 10.5194/essd-13-1119-2021.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal doi: 10.5194/essd-13-1119-2021

Reference 2021

Resolution: verified exact; doi, observed 2026-08-06T16:54:18.829556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7ae6aa65-c22a-46a0-ab40-2eced567d516 · outbound

This paper cites Lucas copernicus 2018: Earth- observation-relevant in situ data on land cover and use throughout the european union.Earth System Science Data, 13(3):1119–1133, March.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal Lucas copernicus 2018: Earth- observation-relevant in situ data on land cover and use throughout the european union.Earth System Science Data, 13(3):1119–1133, March

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:21.084677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 44b74950-fa65-4d16-9539-9aa595ec667e · outbound

This paper cites SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal SatlasPretrain: A Large-Scale Dataset for Remote Sensing Image Understanding

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T16:54:17.153186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f625cb1a-2f6c-4ad2-923c-9e7969f1ca21 · outbound

This paper cites 2024.3469568.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal 2024.3469568

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-06T16:54:17.023353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21e338fc-6d4d-4b07-87d5-f909ca44c4c3 · outbound

This paper cites F., Ortiz, A., Sederholm, T., Dodhia, R., Birge, C., Richards, K., Pitcher, K., Duarte, P., and Ferres, J.

Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal F., Ortiz, A., Sederholm, T., Dodhia, R., Birge, C., Richards, K., Pitcher, K., Duarte, P., and Ferres, J

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:54:20.731184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation 833df2b9-7e6a-4a24-b584-2532e71fea97 · inbound

Visuo-Acoustic Hand Pose and Contact Estimation cites this paper.

Visuo-Acoustic Hand Pose and Contact Estimation Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T17:49:36.827923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62e7a1c1-9508-4817-aada-32a871b64c01 · inbound

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications cites this paper.

MOMO: Mars Orbital Model Foundation Model for Mars Orbital Applications Deploying Geospatial Foundation Models in the Real World: Lessons from WorldCereal

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:48:15.086963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.