Paper Citation Record · LEDGER

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery

As of 16 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2606.26204.

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

pith.paper-citation-record.v1
2606.26204 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T01:37:01.785422Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact2
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 49773c58-8862-4d35-8f9c-5364dd73080d · outbound

This paper cites Deep learning in remote sensing: A comprehensive review and list of resources,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Deep learning in remote sensing: A comprehensive review and list of resources,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611b5a54-3136-43f6-898c-b2cd4cead9a4 · outbound

This paper cites Flood detection with SAR: A review of techniques and datasets,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Flood detection with SAR: A review of techniques and datasets,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8828842b-d13b-4bda-9186-e76184cf4fe8 · outbound

This paper cites A tutorial on synthetic aperture radar,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery A tutorial on synthetic aperture radar,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d486a3bb-45e4-4f6c-8d3b-92d4758e5adc · outbound

This paper cites Flood detection in time series of optical and SAR images,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Flood detection in time series of optical and SAR images,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca11895-e93c-4f37-942c-8a19bf770c69 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Deep Residual Learning for Image Recognition

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-01T18:45:59.318433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e0cb78a-7670-4bf7-acb6-7142b59c5c11 · outbound

This paper cites Learning phrase representations using RNN encoder–decoder for statistical machine translation,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Learning phrase representations using RNN encoder–decoder for statistical machine translation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc876d03-4de3-470a-9883-bbf2cb94825e · outbound

This paper cites Navigating spatial insights: Comparative exploration of deep learning algorithms for flood detection using remote sensing data,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Navigating spatial insights: Comparative exploration of deep learning algorithms for flood detection using remote sensing data,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d7ddead-1ac9-4e00-a214-6e03a12f7adb · outbound

This paper cites Vision transformer for flood detection using satellite images from Sentinel-1 and Sentinel-2,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Vision transformer for flood detection using satellite images from Sentinel-1 and Sentinel-2,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d528695-df1e-4101-924f-ce76b9850422 · outbound

This paper cites Topological methods in machine learning: A tutorial for practitioners,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Topological methods in machine learning: A tutorial for practitioners,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84198d5e-50ca-460c-a8ea-6528c46b6a62 · outbound

This paper cites PHG-Net: Persistent homology guided medical image classification,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery PHG-Net: Persistent homology guided medical image classification,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9a352a5-d8db-4e94-9401-183cdb7e0fac · outbound

This paper cites Image classification using combination of topological features and neural networks,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Image classification using combination of topological features and neural networks,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c90c060c-c53f-4962-abd7-731255e56498 · outbound

This paper cites Improving remote sensing classification using topological data analysis and convolutional neural networks,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Improving remote sensing classification using topological data analysis and convolutional neural networks,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e3613b-1223-45cb-8b7c-d22f0def1335 · outbound

This paper cites The multimedia satellite task at MediaEval 2019,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery The multimedia satellite task at MediaEval 2019,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f163674b-8dfe-4a57-8d3b-39585a51dbdd · outbound

This paper cites Cubical Ripser: Software for computing persistent homology of image and volume data.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Cubical Ripser: Software for computing persistent homology of image and volume data

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:45:59.315822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 754325b0-2177-4876-84e6-396640f5e522 · outbound

This paper cites Stability of persistence diagrams,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Stability of persistence diagrams,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb81f054-4cdb-4f25-9f85-3977247b5735 · outbound

This paper cites NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d920019c-aee7-415b-9078-6ed00be7bfe9 · outbound

This paper cites Rasterio: Geospatial raster I/O for Python programmers,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Rasterio: Geospatial raster I/O for Python programmers,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ace5708-2bf3-496c-b3f8-0a42641599bc · outbound

This paper cites Statistical topological data analysis using persistence landscapes,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Statistical topological data analysis using persistence landscapes,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a52180-51ae-4b94-8646-7248fd1a1707 · outbound

This paper cites Persistence images: A stable vector representation of persistent homology,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Persistence images: A stable vector representation of persistent homology,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f614b7e-adbf-4e4d-91ee-99049ef77288 · outbound

This paper cites A stable multi-scale kernel for topological machine learning,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery A stable multi-scale kernel for topological machine learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3f8974d-b7f6-4f52-ba20-ee7afee47bc6 · outbound

This paper cites Persistence weighted gaussian kernel for topological data anal- ysis,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Persistence weighted gaussian kernel for topological data anal- ysis,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff09cc70-0ef7-4211-a993-c8a51faf2c53 · outbound

This paper cites Sliced wasserstein kernel for persistence diagrams,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Sliced wasserstein kernel for persistence diagrams,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15bf313f-6c60-44d2-ad2d-bc35596a7d35 · outbound

This paper cites PyTorch: An imperative style, high-performance deep learning library,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery PyTorch: An imperative style, high-performance deep learning library,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a277acbf-4dbc-4bd1-bbed-04f780213598 · outbound

This paper cites ConfigILM: A general purpose configurable library for combining image and language models for visual question answering,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery ConfigILM: A general purpose configurable library for combining image and language models for visual question answering,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f729b81-4b8f-4492-bd5f-2354ffc27b09 · outbound

This paper cites reBEN: Refined BigEarthNet dataset for remote sensing image analysis,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery reBEN: Refined BigEarthNet dataset for remote sensing image analysis,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a085be35-8f75-4170-8bba-12c440b70f4b · outbound

This paper cites PersLay: A neural network layer for persistence diagrams and new graph topological signatures,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery PersLay: A neural network layer for persistence diagrams and new graph topological signatures,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a87d83df-d64c-4410-9a0d-92069e87af57 · outbound

This paper cites Learning representations of persistence barcodes,.

Topology-Informed Neural Networks for Flood Detection in Optical and Synthetic Aperture Radar Imagery Learning representations of persistence barcodes,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-29T01:37:01.785422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.