Paper Citation Record · LEDGER

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback

As of 11 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.01797.

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

pith.paper-citation-record.v1
2502.01797 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:27:55.025554Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

24 of 24 outbound references displayed

verified exact0
verified fuzzy20
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b994a04-0be2-440c-a788-4fb74a49c3c2 · outbound

This paper cites , Zhang, X.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Zhang, X

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.371670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 79963650-175e-4510-b39c-c52ef3dd3f44 · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback Relational inductive biases, deep learning, and graph networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T14:27:54.950691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e87a51ce-dbf1-43d6-94e4-81661a6a1bd3 · outbound

This paper cites , Thorpe, A.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Thorpe, A

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.362298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eed14369-146f-419e-834b-49b88e2ca827 · outbound

This paper cites , Wang, T.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Wang, T

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.352867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0b74021-fdde-4923-bfeb-1ffadd2d7b29 · outbound

This paper cites , Franklin, J.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Franklin, J

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.343971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 22939e0f-e88c-47f1-a78f-6ffa1e020b11 · outbound

This paper cites , Marks, F.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Marks, F

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.335116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a33a1a2-372e-4bb9-813f-fd8beceb9ac2 · outbound

This paper cites , Bates, G T.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Bates, G T

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.326662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e51d2b4c-9521-4518-959c-0dbf88d67da4 · outbound

This paper cites , Bell, B.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Bell, B

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.317008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3ffeffaa-3b78-4826-9a1c-6ff8d86287fe · outbound

This paper cites , Neumann, C J.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Neumann, C J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.306570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 152ac342-168e-4796-a689-de0054af8d01 · outbound

This paper cites APACrefauthors \ 2018.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback APACrefauthors \ 2018

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.296648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 19c3531d-9b8e-4ef8-98a7-bc066c5a6525 · outbound

This paper cites , Wood, K M.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Wood, K M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.286377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ff15b58c-c681-439d-a95b-a8bd89db5bc8 · outbound

This paper cites , Dirmeyer, P A.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Dirmeyer, P A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.276824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7959882c-0c9c-4db5-a37c-f6329d3d271a · outbound

This paper cites , Knapp, K R.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Knapp, K R

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.266766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f0967865-a5ad-47c0-b1e9-e17df4163d39 · outbound

This paper cites , Sanchez-Gonzalez, A.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Sanchez-Gonzalez, A

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T14:27:54.989351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b281b7-b4e4-4863-b5d1-a0bdeea80244 · outbound

This paper cites , Dueben, P D.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Dueben, P D

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.250235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ace88083-bf4c-405e-b967-c2cbd13b0fb3 · outbound

This paper cites , Moorthi, S.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Moorthi, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.239950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6c6c123-74fe-485a-a0d5-1cbfcb4a6eef · outbound

This paper cites , Dirmeyer, P A.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Dirmeyer, P A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.229085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fa637845-9591-4bc3-97af-c57c46957505 · outbound

This paper cites , Armas, F.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Armas, F

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.219309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e7c32f53-a22d-4389-a149-9fd17a74683a · outbound

This paper cites \ Snyder, C.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback \ Snyder, C

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.208678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0304e770-e7de-4244-91bf-bc2adfa31569 · outbound

This paper cites Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback Coupled Ocean-Atmosphere Dynamics in a Machine Learning Earth System Model

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T14:27:55.010485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af46642-e8be-4121-a04b-58145fbeefe5 · outbound

This paper cites , Durran, D R.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Durran, D R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.197823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 77e4615b-f109-460d-8b01-5fa490011d74 · outbound

This paper cites , Lindzen, R S.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback , Lindzen, R S

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.187526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3b74f745-fac7-400a-a520-f21f2a80ebe3 · outbound

This paper cites an unresolved cited work.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback Unresolved cited work

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-09T14:27:55.021665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b57c96b1-415d-4bf0-b629-365091110b6f · outbound

This paper cites gc" journal option for G-Cubed Nov 3, 2003 M Kelly, fixed noindent in subsubsubsection titles and for all sections in rog option Oct 2, 2003 M Kelly, added.

Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback gc" journal option for G-Cubed Nov 3, 2003 M Kelly, fixed noindent in subsubsubsection titles and for all sections in rog option Oct 2, 2003 M Kelly, added

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:27:55.170365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

No inbound Pith citation observations are available.