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Paper Citation Record · LEDGER

Deep learning waterways for rural infrastructure development

As of 13 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2411.13590.

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

pith.paper-citation-record.v1
2411.13590 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:44:34.238135Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:01:41.415432Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T18:16:22.223912Z

Reference resolution

23 of 23 outbound references displayed

  • verified exact0
  • verified fuzzy10
  • unresolved10
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4d3c5696-7633-41b1-b0dc-8a815191fc89 · outbound

This paper cites W., Adger, W.

Deep learning waterways for rural infrastructure development W., Adger, W

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.618946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.119083Z digest=sha256:a1a0c44938abde58b1e4cefadf6c1603819748b1b89b02b6eaa67cc24bbc7923

Observation 4bebc0da-b61c-4169-88ba-ab0867d23794 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.603613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.124742Z digest=sha256:33d50321637c95c1b146bdd0f4347500a152fae7b4404fe2d27dd27ac89e416a

Observation 1cf1d28a-71c5-4ee7-9dbd-b75f27e03217 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.587601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.129951Z digest=sha256:7bdbd405b799990bb1c665bf0279b1c34a425e38ab9566a450931bd8dfa84b26

Observation b540deda-797d-4adf-bcaa-94ca1c974a8a · outbound

This paper cites & Di Baldassarre, G.

Deep learning waterways for rural infrastructure development & Di Baldassarre, G

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T18:44:34.135066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.135066Z digest=sha256:c12ae886a0101982a9884810f62cedf289715c404d4bd2fe3856d4e72a39e2e5

Observation cce3d45c-117e-42b8-a102-e6badf0a1cd3 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-12T18:44:34.140366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.140366Z digest=sha256:f1c56315a79d2fe90eef737a9f76178eb8d5d50b6b6226026d7eaaa774c8b50f

Observation c63ccceb-038f-4ccc-9470-1005ef0115df · outbound

This paper cites & Belward, A.

Deep learning waterways for rural infrastructure development & Belward, A

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.572208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.145562Z digest=sha256:6b59e5727a0a3252c8fd09a8c92fe257979647c15c3694956084bd8110686383

Observation 513f3e7b-63b9-4c54-9117-ca2ef3bfa1f7 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T18:44:34.151283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.151283Z digest=sha256:11dab9d0543a7b01dc56d3e81a5fa20980a08ea415ccf5dac3a5f4ff539c24d8

Observation c2933e8f-83bb-4e54-bda2-42e7f853117f · outbound

This paper cites & Grill, G.

Deep learning waterways for rural infrastructure development & Grill, G

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.556368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.156066Z digest=sha256:8567c1653d75c13265f5fcb4806bc07e7509e18792ecfc4e31ab85aeca63eb1b

Observation 2cd409ec-d724-41a0-ac70-67559f1522f0 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.540301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.160888Z digest=sha256:552c724a6016ba01b7bd5e838946c0f9b90d3c1114f2a03a2e123d2900db535c

Observation 22f35848-5511-4224-9bbd-9b18a66556cb · outbound

This paper cites Tdx-hydro.

Deep learning waterways for rural infrastructure development Tdx-hydro

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.523102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.165699Z digest=sha256:05eae346d8b73d0b1608a8856b437366843f60d4b57056d62a3f70022231e253

Observation bb1c0efc-dd85-4b10-bece-e5fa7106870d · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.507272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.170767Z digest=sha256:1be2f320ce9dc171388bb93244a1208654a8d793c1dd6a5c31d6f93e59027621

Observation 1ecd0d80-fde0-484d-b966-64da485fbf13 · outbound

This paper cites https://apps.nationalmap.gov/ downloader/ (2001).

Deep learning waterways for rural infrastructure development https://apps.nationalmap.gov/ downloader/ (2001)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.491631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.175920Z digest=sha256:cb11b7831378c5147788fbb26051aa8d4eba4f2316ad9710e8c00ff784d1704e

Observation 5928b67c-b64a-445b-bda3-9a3397dad3d6 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-12T18:44:34.186559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.186559Z digest=sha256:0373ec620c1add13ddb2047bfc2273537c1bc9099302fc211d1526d6b88d15ed

Observation 2623c0d6-576e-4cfa-9e05-2364d63959c5 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 15

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T18:44:34.475239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.191407Z digest=sha256:e6f9ec370a094b04d4742ad5adcade96c01867034ee253b069de7a9fc27009d0

Observation 5cecb45f-2f15-472a-b662-d1eddef8f817 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T18:44:34.196237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.196237Z digest=sha256:11d815cbc378b05023acf75ac93f33da432ebf0c1318f83dbc6ce5658e13279a

Observation 6ea48f59-8407-43bd-b79e-d377682fe9b0 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.459531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.202807Z digest=sha256:640abc0234c6bf059cabd1e7e794350c6764927acc626077fa4c16658a5eafea

Observation 85f06309-4d7e-4234-afbd-425255a28d88 · outbound

This paper cites & Burke, M.

Deep learning waterways for rural infrastructure development & Burke, M

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.443276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.207626Z digest=sha256:379206e6addbb8d98f5d2027e10053eb90ae9edcccf3ccf929b2cba94c7c2737

Observation 2efc4715-5d25-4c87-a00c-bf0bf0ea8cd2 · outbound

This paper cites & Blumenstock, J.

Deep learning waterways for rural infrastructure development & Blumenstock, J

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.424789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.212666Z digest=sha256:40392029e3c08d8ac37d0470819c13db23afe42cc8994955efa34e4142a0ed3a

Observation 3810a802-16ae-47b4-85a2-4a559c10f5c3 · outbound

This paper cites an unresolved cited work.

Deep learning waterways for rural infrastructure development Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-12T18:44:34.406977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.217420Z digest=sha256:601d336d527333d96e29ba3ce3e18257a872eaf607d00cd2269de544aae4b28c

Observation 16b3298f-8017-4f13-9576-da3cfd75c3d4 · outbound

This paper cites Sentinel-2 MSI Level-2A BOA reflectance (2018).

Deep learning waterways for rural infrastructure development Sentinel-2 MSI Level-2A BOA reflectance (2018)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.390399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.222230Z digest=sha256:4f5a741999f694ae77d06e276bec553d826d68500e36e61e19b42b6f505e2cf1

Observation aa02fdfb-a9f9-4966-a001-db21cec69f58 · outbound

This paper cites Copernicus DEM (2022).

Deep learning waterways for rural infrastructure development Copernicus DEM (2022)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.372402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.228201Z digest=sha256:f592691dca18c6167d190918133cf2c51d66572f8187b881024dfa41449b678a

Observation 85e12048-1cad-4269-8710-985752b622c7 · outbound

This paper cites O., McFarland, M., Emanuele, R., Morris, D.

Deep learning waterways for rural infrastructure development O., McFarland, M., Emanuele, R., Morris, D

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:44:34.355525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T18:44:34.233084Z digest=sha256:d2750e2c9786e99b9d887a9768de1983b9277d6d5422f4f49eb725e1e4d27a1a

Observation 6394603e-c9f1-4027-b280-d47636516850 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Deep learning waterways for rural infrastructure development U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-12T18:44:34.238135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:44:34.238135Z digest=sha256:b488fa8c7af69e9c06cb13a175916ebb20238b82dbc4b54d23309cbc48f953d5

Pith citing papers

Observation bb5aa0cb-8b5b-49a0-918f-74ca47fedb29 · inbound

Mapping waterways worldwide with deep learning cites this paper.

Mapping waterways worldwide with deep learning Deep learning waterways for rural infrastructure development

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:01:41.603029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T14:01:41.415432Z digest=sha256:9d81fe28a1fbaded03514a2e0b442be746ddb3436a8dedd4e8e45fa0c46c354a