Paper Citation Record · LEDGER

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models

As of 8 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2507.19818.

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

pith.paper-citation-record.v1
2507.19818 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:02:48.746056Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

18 of 18 outbound references displayed

verified exact0
verified fuzzy17
unresolved1
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d046608a-ab96-4c0b-99df-25f07020c3d1 · outbound

This paper cites A review of hydrological studies in the united arab emirates,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models A review of hydrological studies in the united arab emirates,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.868525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 894e6270-f7ed-4e14-80bc-30e5cbc6c065 · outbound

This paper cites ‘we underestimated this storm’: Uae residents face electricity, water outages after flooding, heavy rains,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models ‘we underestimated this storm’: Uae residents face electricity, water outages after flooding, heavy rains,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.863124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bdcfc57a-0016-4e34-8c82-d8e814e8603a · outbound

This paper cites Dubai airport struggles for third day amid travel chaos after storm,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Dubai airport struggles for third day amid travel chaos after storm,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.857431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5a75013-1599-4a38-9fdc-4a83180e8acd · outbound

This paper cites Flash floods will increase in frequency in the gulf,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Flash floods will increase in frequency in the gulf,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.852287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f159949-aa2c-4b25-bd86-60d3acbecd13 · outbound

This paper cites Evaluating flood damage to paddy rice fields using planetscope and sentinel-1 data in north-western nigeria: towards potential climate adaptation strategies,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Evaluating flood damage to paddy rice fields using planetscope and sentinel-1 data in north-western nigeria: towards potential climate adaptation strategies,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.847271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2af5542-2693-4c77-abe1-bc2efd117b2f · outbound

This paper cites Impact of utilizing high-resolution planetscope imagery on the accuracy of lulc mapping and hydrological modeling in an arid region,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Impact of utilizing high-resolution planetscope imagery on the accuracy of lulc mapping and hydrological modeling in an arid region,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.840750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 18f7d6ed-1996-49c4-9be0-9f05db7ad3c7 · outbound

This paper cites Fine-scale classification of urban land use and land cover with planetscope imagery and machine learning strategies in the city of cape town, south africa,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Fine-scale classification of urban land use and land cover with planetscope imagery and machine learning strategies in the city of cape town, south africa,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.834851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e38f1f57-2b47-4aa5-8688-769d0d4b0051 · outbound

This paper cites DeepShade: Enable Shade Simulation by Text-conditioned Image Generation.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models DeepShade: Enable Shade Simulation by Text-conditioned Image Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T14:02:48.725488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9288ace4-f9c4-405e-b041-f2efa2047e80 · outbound

This paper cites Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.828350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0e48837-b9e6-4a41-920d-222b3ce2d072 · outbound

This paper cites An ai approach to operationalise global daily planetscope satellite imagery for river water masking,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models An ai approach to operationalise global daily planetscope satellite imagery for river water masking,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.821524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 767cc4ab-f180-4612-9d26-1fe80552d619 · outbound

This paper cites Glacial lakes mapping using multi satellite planetscope imagery and deep learning,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Glacial lakes mapping using multi satellite planetscope imagery and deep learning,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.816190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 11e9826f-6e18-4372-b789-d1820a6c2197 · outbound

This paper cites Previously validated u-net model for urban flood mapping,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Previously validated u-net model for urban flood mapping,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.810584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 737809e3-d6b2-4f1d-9738-e6142017330d · outbound

This paper cites Population and vital statistics,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Population and vital statistics,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.804227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2fc4a3c4-f631-4f73-8ac3-f27892bd3461 · outbound

This paper cites Planetscope imagery product specifications,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Planetscope imagery product specifications,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.798100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cdbf2ae-c255-41fc-92c5-d1c096b0e99e · outbound

This paper cites Sentinel-2 user handbook,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Sentinel-2 user handbook,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.792104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 591a343d-83fe-4803-a7f5-adf5090f51f3 · outbound

This paper cites Bayesian post-processing methods for jitter mitigation in sampling,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Bayesian post-processing methods for jitter mitigation in sampling,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.786298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ca03cb19-a587-4f12-8a43-ca406b4e2493 · outbound

This paper cites Image segmentation evaluation: a survey of methods,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Image segmentation evaluation: a survey of methods,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.778681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cac82cdd-f5e6-4524-8723-b8f7e1509a0c · outbound

This paper cites Coefficient kappa: Some uses, misuses, and alternatives,.

FM-LC: A Hierarchical Framework for Urban Flood Mapping by Land Cover Identification Models Coefficient kappa: Some uses, misuses, and alternatives,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:02:48.770971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.