Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T17:39:50.762308Z
Paper Citation Record · LEDGER
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation
As of 17 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.06959.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
24 of 24 outbound references displayed
- verified exact0
- verified fuzzy12
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation bbc659ee-506e-4d71-9c50-265dc95149b2 · outbound
This paper cites Theϕ-sat-1 mission: The first on-board deep neural network demonstrator for satellite earth observation,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Theϕ-sat-1 mission: The first on-board deep neural network demonstrator for satellite earth observation,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.225521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 15c9f263-b27c-40f1-ae2e-9e2013d1f7ca · outbound
This paper cites Towards global flood mapping onboard low cost satellites with machine learning,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Towards global flood mapping onboard low cost satellites with machine learning,
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.638537Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3968fa7-cd66-4566-a224-ae718aefab6e · outbound
This paper cites Artificial intel- ligence based on-board image compression for theφ-sat-2 mission,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Artificial intel- ligence based on-board image compression for theφ-sat-2 mission,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.207045Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9d239d1c-c750-4050-93b6-62342faf9ebf · outbound
This paper cites Fool: Addressing the downlink bottleneck in satellite computing with neural feature compression,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Fool: Addressing the downlink bottleneck in satellite computing with neural feature compression,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.188762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fc6e8436-f0c8-47ca-bb59-bf9bd174538b · outbound
This paper cites Tackling the satellite downlink bottle- neck with federated onboard learning of image compression,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Tackling the satellite downlink bottle- neck with federated onboard learning of image compression,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.172340Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5f875450-a3d4-4b52-afb0-a19d9d4412d2 · outbound
This paper cites Cloudscout: A deep neural network for on-board cloud detection on hyperspectral images,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Cloudscout: A deep neural network for on-board cloud detection on hyperspectral images,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.156051Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 14a39c81-7e46-4a3b-8cb5-2d2d11efc3ae · outbound
This paper cites Learning transferable visual models from natural language supervision,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Learning transferable visual models from natural language supervision,
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.668879Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bad9592d-d725-4e61-bfec-087ddc7abd39 · outbound
This paper cites Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Blip-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.674047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 704bc86d-0555-4c88-8396-21c9ac51348f · outbound
This paper cites Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Artificial intelligence to advance Earth observation: : A review of models, recent trends, and pathways forward
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.679131Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecdff37e-5998-4e23-bd69-86b7ce245888 · outbound
This paper cites Ravæn: unsupervised change detection of extreme events using ml on- board satellites,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Ravæn: unsupervised change detection of extreme events using ml on- board satellites,
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.684874Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfa9238b-11c8-451d-b0a4-84838ff5c06e · outbound
This paper cites Data downlink prioritization using image classification on-board a 6u cubesat,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Data downlink prioritization using image classification on-board a 6u cubesat,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.095390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 36bf3e23-39c8-4767-83d5-3ac393533a48 · outbound
This paper cites Visual Instruction Tuning.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Visual Instruction Tuning
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.696218Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b717e71e-6734-47d3-be8f-62e514d229bd · outbound
This paper cites BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.076627Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ee01877a-7bae-4eb7-a70c-87692449f269 · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.707918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84d919df-7888-40d8-9620-59ca4d6ed9f7 · outbound
This paper cites Exploring models and data for remote sensing image caption generation,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Exploring models and data for remote sensing image caption generation,
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.713509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d27c128-f21e-4e62-8449-3851f8dc1a38 · outbound
This paper cites Rsvqa: Visual question answering for remote sensing data,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Rsvqa: Visual question answering for remote sensing data,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.047847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9303b496-ae6e-4448-a735-f8ddcc675fed · outbound
This paper cites From easy to hard: Learning language-guided curriculum for visual question answering on remote sensing data,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation From easy to hard: Learning language-guided curriculum for visual question answering on remote sensing data,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.029795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ef884b36-215e-4551-bad3-d82d8c0b8abe · outbound
This paper cites Rsvlm-qa: A benchmark dataset for remote sensing vision language model-based question answering,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Rsvlm-qa: A benchmark dataset for remote sensing vision language model-based question answering,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:51.012207Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c0ee3656-149b-43e2-ab35-64b304d98c1c · outbound
This paper cites Vrsbench: A versatile vision-language benchmark dataset for remote sensing image understanding,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Vrsbench: A versatile vision-language benchmark dataset for remote sensing image understanding,
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.734737Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7378fd17-11f9-4211-b9e4-05ad1ea8f0f1 · outbound
This paper cites Gemma 3,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Gemma 3,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:50.983188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a9e70e7d-358b-4911-b3f8-23f5efc1c7e6 · outbound
This paper cites Gemma 3 Technical Report.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Gemma 3 Technical Report
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.745276Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05f6c7d2-bd9f-41b9-9cc6-53d87ffd83b6 · outbound
This paper cites Lfm2 technical report,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Lfm2 technical report,
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.750841Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 603a5ec6-5ddf-4994-a3dc-93c0e25ff92f · outbound
This paper cites Qwen3 Technical Report.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Qwen3 Technical Report
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T17:39:50.756008Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89a55746-a7fd-4005-9767-07594fe1a93d · outbound
This paper cites Nwpu-captions dataset and mlca-net for remote sensing image captioning,.
Summarize First, Download Later: Onboard VLMs for Bandwidth-Efficient Earth Observation Nwpu-captions dataset and mlca-net for remote sensing image captioning,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T17:39:50.964105Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
No inbound Pith citation observations are available.