Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T05:25:26.970761Z
Paper Citation Record · LEDGER
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining
As of 11 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 1 inbound Pith citation observation for arXiv:2605.21075.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T08:39:09.763648Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
81 of 81 outbound references displayed
- verified exact27
- verified fuzzy29
- unresolved15
- parse uncertain0
- malformed identifier2
- metadata mismatch8
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7fe3ca1f-5acd-40fe-b15e-d2758fa6bcfd · outbound
This paper cites Alonso, M.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Alonso, M
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.915745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 44bc0490-5834-41da-90de-e38e977e0362 · outbound
This paper cites Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.740746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8c61c088-6f27-402b-bce0-9e4c367c08b7 · outbound
This paper cites Astruc, N.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Astruc, N
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.940384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 30de2555-761e-4709-9634-b1efe807c656 · outbound
This paper cites Astruc, N.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Astruc, N
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.909470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ccd3db35-0b6d-4c4c-ba4d-e2a7def68911 · outbound
This paper cites Walk in the cloud: Learning curves for point clouds shape analysis, pp.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Walk in the cloud: Learning curves for point clouds shape analysis, pp
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.290435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bd72bd67-e649-445a-a457-2a49527158e4 · outbound
This paper cites LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:29:39.726209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9a9f22d-b025-47e1-adec-a7280cb6b079 · outbound
This paper cites In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV).
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV)
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.246571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 21071974-e483-44be-8a8a-bb039fa7b911 · outbound
This paper cites Baumann, L.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Baumann, L
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.911906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ecca2fa5-9881-475d-9512-004e10543d31 · outbound
This paper cites Blumenstiel, P.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Blumenstiel, P
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.933811Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2b08311a-b635-481b-a419-ecf726104ebd · outbound
This paper cites InThe Twelfth International Conference on Learning Representations.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining InThe Twelfth International Conference on Learning Representations
Reference 10
- Resolution
- verified exact
- doi, observed 2026-05-21T05:29:39.248321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7686578c-4250-493e-8601-840d8ef37ed2 · outbound
This paper cites AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
Reference 11
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:29:39.729186Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5b1a7707-c095-4c47-b885-d041905edeec · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.243802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 05ec623e-f10d-4f4b-982a-a5617926e77c · outbound
This paper cites Derf: Decomposed radiance fields.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Derf: Decomposed radiance fields
Reference 13
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-21T05:29:39.752202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0319fdbb-20a6-45c3-95c9-f402974fa45a · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.942351Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 47c3d080-8c3e-430a-a104-b3dda88cbf22 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.929908Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 14684998-3892-445c-9d56-23578f17a511 · outbound
This paper cites Copernicus legal notice: Free, full and open access to Sentinel data.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Copernicus legal notice: Free, full and open access to Sentinel data
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.925947Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1c0d60f5-5a61-4560-ad25-b68f847945df · outbound
This paper cites Forgaard, J.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Forgaard, J
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.749571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 267cfa74-c2ae-491e-8f66-cce0bb456742 · outbound
This paper cites Francis and M.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Francis and M
Reference 18
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.308182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cdc985f9-dbcc-4223-ae0b-bd8a0b3ccff3 · outbound
This paper cites 1396–1399.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining 1396–1399
Reference 19
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.260255Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d4987a3f-1465-4934-ba95-48fbeb5d0bef · outbound
This paper cites Fuller, K.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Fuller, K
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.921991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 30f3bba4-0b6a-43f5-9197-2d8420f9c25d · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.919904Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9eb40a6d-732c-4be2-bfaa-27f45ea157fe · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.913724Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b4bdc3bb-a931-4ef9-adb2-e3b47f22f3ee · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.938223Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 200627bb-ab64-4010-81e9-dfa4542d29d3 · outbound
This paper cites EnMAP - environmental mapping and analysis program data policy and access.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining EnMAP - environmental mapping and analysis program data policy and access
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.901169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation eb16af89-a72e-49a1-803e-58df671f8bdd · outbound
This paper cites License agreement regarding the use of the DESIS data for scientific use.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining License agreement regarding the use of the DESIS data for scientific use
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.918003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f832b374-f195-4c80-8938-027786047d55 · outbound
This paper cites EOWEB GeoPortal.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining EOWEB GeoPortal
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.923813Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cb112608-5310-43f9-a739-7a32703fb69c · outbound
This paper cites German Remote Sensing Data Center, 2.7 edition.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining German Remote Sensing Data Center, 2.7 edition
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.905710Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2a38fedb-545a-4a5a-adf5-2ad27241f305 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.898954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8cd4416e-651b-4c37-8358-c0260ecd080d · outbound
This paper cites Grill, F.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Grill, F
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.907649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5b07c140-2b80-4d8d-87e0-c3350a319798 · outbound
This paper cites Guanter, H.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Guanter, H
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.903439Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation be3ce535-be9d-4e2c-9a95-4318e85fac07 · outbound
This paper cites URLhttps://www.mdpi.com/2072-4292/7/7/8830.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining URLhttps://www.mdpi.com/2072-4292/7/7/8830
Reference 31
- Resolution
- verified exact
- doi, observed 2026-05-21T05:29:39.303089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 93f1c52c-7c4a-4d43-b73e-80328c07c56f · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.946981Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 48809355-67e9-49e0-bece-dcdf53d783bd · outbound
This paper cites Spectralformer: Rethinking hyperspec- tral image classification with transformers.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Spectralformer: Rethinking hyperspec- tral image classification with transformers
Reference 33
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.253808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 12f7ecde-c9f6-4336-ba7f-811b78f9c6ff · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 34
- Resolution
- unresolved
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0a7774f5-4021-4a32-9d96-d931ebd5328c · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 35
- Resolution
- unresolved
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 80cf0ead-65ee-44bb-b1ac-d67faba87be4 · outbound
This paper cites Spectralgpt: Spectral remote sensing foundation model.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Spectralgpt: Spectral remote sensing foundation model
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.265987Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4f4411c3-c2e0-4868-bb8a-43da7eb114d7 · outbound
This paper cites Foundation Models for Generalist Geospatial Artificial Intelligence.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Foundation Models for Generalist Geospatial Artificial Intelligence
Reference 37
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.734896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2ef5e730-3e14-4d26-bdc6-db34280eb991 · outbound
This paper cites Jakubik, F.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Jakubik, F
Reference 38
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.293222Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cff0f4b8-83a3-494c-b9f8-b821c4e439c3 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 39
- Resolution
- verified exact
- doi, observed 2026-05-21T05:29:39.282023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fa9f46c7-607e-4e65-9bd5-6f3294ba0f84 · outbound
This paper cites Kikaki, I.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Kikaki, I
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.931847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2241c24f-499f-4aec-bcf6-99e2fffc542b · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.256640Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d232cc5c-e6cf-462b-abcb-e27c8ecf2f69 · outbound
This paper cites Krutz, R.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Krutz, R
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.927980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b63bda7e-6241-4725-a293-05def5e0e304 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.732117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 566f8b36-cab6-4446-8474-44c0cecf403b · outbound
This paper cites Liu, D.-X.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Liu, D.-X
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.972417Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 338f9821-e04a-40f1-9e48-324b7b6ec156 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.277653Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 71a46f0a-5bde-45cd-97c2-304635e23d30 · outbound
This paper cites M Rustowicz, R.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining M Rustowicz, R
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.980020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 54a542a3-6131-40b9-af07-e97e80f1d0de · outbound
This paper cites Manas, A.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Manas, A
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.968541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5cfe14eb-cc0e-494d-9787-635b402b49fa · outbound
This paper cites Marsocci, Y.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Marsocci, Y
Reference 48
- Resolution
- verified exact
- doi, observed 2026-05-21T05:29:39.270286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f56a6a85-7bd6-4db7-bc6d-d64415451587 · outbound
This paper cites Data use and citation guidance for earth science data.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Data use and citation guidance for earth science data
Reference 49
- Resolution
- verified exact
- doi, observed 2026-05-21T05:29:39.274900Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bb0dbea1-a3f5-455a-9fcd-4f9c2d768456 · outbound
This paper cites EMIT L2A estimated surface reflectance and uncertainty and masks 60 m V001.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining EMIT L2A estimated surface reflectance and uncertainty and masks 60 m V001
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.957606Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ec539066-d022-4f8f-8624-72fa97d2213c · outbound
This paper cites Nascetti, R.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Nascetti, R
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.974349Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2eeb8b6a-b296-4042-ad37-94555bd9af8c · outbound
This paper cites Nedungadi, A.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Nedungadi, A
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.989952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7910e896-18bb-431a-a293-e076037397b7 · outbound
This paper cites Pearlman, P.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Pearlman, P
Reference 53
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.298509Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 33815481-8e1d-4aa5-9f44-fa921c9e7165 · outbound
This paper cites Persello, J.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Persello, J
Reference 54
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.284621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 806452a5-f50f-432d-ade0-dd0a5930d1b9 · outbound
This paper cites Rambour, N.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Rambour, N
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.953413Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 88712aa0-36cf-4eaa-94b5-28cb9bfca44c · outbound
This paper cites Ryali, Y .-T.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Ryali, Y .-T
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.959750Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c9d39177-f25a-4d40-b1f0-bd19e7ad727f · outbound
This paper cites R˚ užiˇcka and A.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining R˚ užiˇcka and A
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.250962Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c03ad0fd-fe3b-4ca8-9e1d-e33de7e5844a · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
Reference 58
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.305675Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7b42eccb-70ba-401c-ad9c-2b32021915fd · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.951420Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f9c8a5e-7a2e-47c7-ae46-3d3f95e4257b · outbound
This paper cites Sumbul, C.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Sumbul, C
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.966480Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f9427c3e-dfee-4ec6-9325-b575ebdf0d39 · outbound
This paper cites RingMo: A Remote Sensing Foundation M odel With Masked Image Modeling.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining RingMo: A Remote Sensing Foundation M odel With Masked Image Modeling
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.301394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 148429d9-c873-40c9-b622-4c525e3367c9 · outbound
This paper cites Prithvi-.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Prithvi-
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.295683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 097cda7a-8a00-4f32-9e9e-bfffead45653 · outbound
This paper cites Toker, L.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Toker, L
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.978094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 268ff6a4-7fa8-49bf-b8c8-7b0b156bee6c · outbound
This paper cites Tong, G.-S.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Tong, G.-S
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.964514Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 170dd82e-ce6e-4e8f-b5b8-832086ac988c · outbound
This paper cites HyperFM: An Efficient Hyperspectral Foundation Model with Spectral Grouping.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining HyperFM: An Efficient Hyperspectral Foundation Model with Spectral Grouping
Reference 65
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:29:39.746914Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 207a457b-8aeb-4279-ac79-9da7af4f1e72 · outbound
This paper cites Geological Survey.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Geological Survey
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.970457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 980ddfeb-1513-47e9-90aa-0c6557516578 · outbound
This paper cites SpaceNet: A Remote Sensing Dataset and Challenge Series.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining SpaceNet: A Remote Sensing Dataset and Challenge Series
Reference 67
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T05:29:39.737841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 760190e3-e50b-4ac2-a093-f5a28899de4d · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.949049Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 51f1d363-6c07-4f95-bb6e-80a4af1a44c9 · outbound
This paper cites Waldmann, A.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Waldmann, A
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.961991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8bd3760e-9bb1-4271-9a02-14538272b827 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 70
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.280272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 04d9720c-1f3c-42cb-8dfa-d3f5937ad9ac · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.976254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 212c6619-c26b-40f9-ab9f-8e91f2d184d3 · outbound
This paper cites IEEE Geoscience and Remote Sensing Magazine 10, 213–247.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining IEEE Geoscience and Remote Sensing Magazine 10, 213–247
Reference 72
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.272934Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 897c2d5c-1bad-4880-b41c-3bacbab82ae5 · outbound
This paper cites 2023), 98–106.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining 2023), 98–106
Reference 73
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.268570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9bc12131-1793-4a2a-a6c9-af130584f13d · outbound
This paper cites Jakubik, F.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Jakubik, F
Reference 74
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.287548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 47adc49c-4788-47d0-b1ca-643055e003af · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.955501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64c44c45-c9ea-487d-a26b-a49580cafcf7 · outbound
This paper cites Xiong, Y.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Xiong, Y
Reference 76
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T05:29:39.743729Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a746fb29-9ab6-4e0e-9c98-0208b1209e97 · outbound
This paper cites author Chai, R.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining author Chai, R
Reference 77
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T05:29:39.262860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2bac879f-7bbc-41c9-8fc5-bcb9b72edcf7 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 78
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.988147Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f96568dd-0848-41d6-9e26-626216c5a595 · outbound
This paper cites an unresolved cited work.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T09:24:56.981849Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1ed0e8ae-4280-4ef3-a4cc-e772ec7e49f5 · outbound
This paper cites HSI acquisitions are used as anchors, filtered, patchified, grouped by location, rebalanced, and paired with co-located MSI, SAR, and LST observations.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining HSI acquisitions are used as anchors, filtered, patchified, grouped by location, rebalanced, and paired with co-located MSI, SAR, and LST observations
Reference 80
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-21T09:24:56.984012Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 327f9afd-565c-4bee-b2d8-8e44fb792dd9 · outbound
This paper cites The average group sizes are 13.5, 21.5, and 16.3 bands, respectively, with group sizes ranging from 8 to 23 bands across the HSI sensors.
SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining The average group sizes are 13.5, 21.5, and 16.3 bands, respectively, with group sizes ranging from 8 to 23 bands across the HSI sensors
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T09:24:56.986291Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 55795ff1-f46c-4b6b-b2f9-0697bf79092f · inbound
HyperImageNet: A Large-Scale High-Spatial Resolution Hyperspectral Imagery Classification Benchmark cites this paper.
HyperImageNet: A Large-Scale High-Spatial Resolution Hyperspectral Imagery Classification Benchmark SpectralEarth-FM: Bringing Hyperspectral Imagery into Multimodal Earth Observation Pretraining
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:39:09.763648Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.