Paper Citation Record · LEDGER

Information transmission: Inferring change area from change moment in time series remote sensing images

As of 13 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2509.03112.

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

pith.paper-citation-record.v1
2509.03112 v1

Coverage vector

measured 10 of 10 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:11:12.853886Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

10 of 10 outbound references displayed

verified exact2
verified fuzzy6
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9a6f0ef3-33f8-4af3-b481-80a22063c319 · outbound

This paper cites It includes thirteen spectral bands that span a wide range of wavelengths, from visible to short -wave infrared.

Information transmission: Inferring change area from change moment in time series remote sensing images It includes thirteen spectral bands that span a wide range of wavelengths, from visible to short -wave infrared

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:14.750473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c7ab5bca-77fc-4cdb-8fcb-f29286c193c0 · outbound

This paper cites As shown in Fig.

Information transmission: Inferring change area from change moment in time series remote sensing images As shown in Fig

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:14.906024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 92263f67-d69c-44fd-8937-01b8a4888482 · outbound

This paper cites Data description and experimental setting 3.1.1.

Information transmission: Inferring change area from change moment in time series remote sensing images Data description and experimental setting 3.1.1

Reference 3

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:11:13.418195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9a5c4ec7-b8e9-43a7-aec0-d8976e1339a8 · outbound

This paper cites It comprises monthly Planet satellite images collected from July 2017 to January 2020, covering a period of over two years.

Information transmission: Inferring change area from change moment in time series remote sensing images It comprises monthly Planet satellite images collected from July 2017 to January 2020, covering a period of over two years

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:14.545420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 596d761f-e18f-4635-88de-d2ad4434c708 · outbound

This paper cites We employ the Adaptive moment estimation (Adam) optimizer (Kingma and Ba, 2017) with an initial learning rate of 1𝑙𝑙−4.

Information transmission: Inferring change area from change moment in time series remote sensing images We employ the Adaptive moment estimation (Adam) optimizer (Kingma and Ba, 2017) with an initial learning rate of 1𝑙𝑙−4

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:14.385890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b5aa1d9d-a946-4b9b-b83e-a1eb4c813fa2 · outbound

This paper cites The F1 score, which harmonizes precision and recall, serves as a primary evaluation metric for change detection tasks.

Information transmission: Inferring change area from change moment in time series remote sensing images The F1 score, which harmonizes precision and recall, serves as a primary evaluation metric for change detection tasks

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:14.200820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 75cefd32-0714-41a2-8358-42d6d6fdf9ab · outbound

This paper cites Among these methods , seven deep learning -based TSCD methods utilize TSIs to detect change area: LSTM, BiLSTM, UTRNet, ConvLSTM, L-UNet, MC2ABNet, and RLD-Net.

Information transmission: Inferring change area from change moment in time series remote sensing images Among these methods , seven deep learning -based TSCD methods utilize TSIs to detect change area: LSTM, BiLSTM, UTRNet, ConvLSTM, L-UNet, MC2ABNet, and RLD-Net

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T11:11:13.978700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 69e969f1-2c12-4659-8a48-e1087c10fd0b · outbound

This paper cites Discussion about the multi branch outputs Table 5 Multi branch outputs of the proposed framework on the DynamicEarthNet dataset.

Information transmission: Inferring change area from change moment in time series remote sensing images Discussion about the multi branch outputs Table 5 Multi branch outputs of the proposed framework on the DynamicEarthNet dataset

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:11:13.711459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 13f05e45-e9a5-4763-9a09-3320cf9ecd3e · outbound

This paper cites an unresolved cited work.

Information transmission: Inferring change area from change moment in time series remote sensing images Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T11:11:12.760710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc96f81a-ad0f-4b7f-ba5a-5f89b647e526 · outbound

This paper cites Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM).

Information transmission: Inferring change area from change moment in time series remote sensing images Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM)

Reference 105

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:11:13.082153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.