Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model | Paper Citation Record

Observation 1a924e19-3fe9-45a6-9aef-63dee2c92b3f · outbound

This paper cites HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model HRRRCast: a data-driven emulator for regional weather forecasting at convection allowing scales

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Observation 5b9400cf-1852-4b14-b7a2-ae7c571d612e · outbound

This paper cites Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic Settings

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This paper cites Weighted scoringrules: Emphasizing particular outcomes when evaluating probabilistic forecasts.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Weighted scoringrules: Emphasizing particular outcomes when evaluating probabilistic forecasts

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Observation 6bc9a0ab-dc1c-47f6-9f70-80a2b8eed38a · outbound

This paper cites Evaluating forecasts for high-impact events using transformed kernel scores.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Evaluating forecasts for high-impact events using transformed kernel scores

Reference 4

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Observation 936c7f32-a229-4ef7-8e07-c4e522d162eb · outbound

This paper cites Decompositions of the mean continuous ranked probability score.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Decompositions of the mean continuous ranked probability score

Reference 5

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This paper cites an unresolved cited work.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

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Observation 12299df6-e150-4a95-81b4-e64635b7ff73 · outbound

This paper cites Baringhaus and C.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Baringhaus and C

Reference 7

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 8

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Observation 68e9eb08-1cc5-4435-a4f0-61ded4fe2f46 · outbound

This paper cites Accurate medium-range global weather forecasting with 3d neural networks.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Accurate medium-range global weather forecasting with 3d neural networks

Reference 9

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Observation e9e8d828-ccce-4935-a1f3-f8a09ec26cbf · outbound

This paper cites Brenowitz, Yair Cohen, Jaideep Pathak, Ankur Mahesh, Boris Bonev, Thorsten Kurth, Dale R.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Brenowitz, Yair Cohen, Jaideep Pathak, Ankur Mahesh, Boris Bonev, Thorsten Kurth, Dale R

Reference 10

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 11

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Observation 52785fe3-5acb-45df-b3bd-fa622435baaf · outbound

This paper cites Charlton-Perez, Helen F.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Charlton-Perez, Helen F

Reference 12

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Observation 3699d235-4b84-42ec-ae99-c112bb60dadc · outbound

This paper cites An approach to the verification of high-resolution ocean models using spatial methods.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model An approach to the verification of high-resolution ocean models using spatial methods

Reference 13

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This paper cites an unresolved cited work.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 14

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Observation 09fa0674-da94-4ab9-b061-e765942f75c7 · outbound

This paper cites Mittermaier, Elizabeth E.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Mittermaier, Elizabeth E

Reference 15

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This paper cites Dowell, Curtis R.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Dowell, Curtis R

Reference 16

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 17

Resolution: verified exact; doi, observed 2026-08-04T07:48:32.952746Z

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

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This paper cites an unresolved cited work.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-08-04T07:48:32.734952Z

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Observation 7df0e34c-b394-497f-ada2-bb54d68c725d · outbound

This paper cites an unresolved cited work.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 19

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 20

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Observation 5c2cc17d-c70e-42d6-b80d-058a3ef5d961 · outbound

This paper cites Fovell and Alex Gallagher.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Fovell and Alex Gallagher

Reference 21

Resolution: verified exact; doi, observed 2026-08-04T07:48:32.532286Z

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Observation e5c243f0-f866-4413-99a5-16ac37af8b18 · outbound

This paper cites Brown, Barbara Casati, and Elizabeth E.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Brown, Barbara Casati, and Elizabeth E

Reference 22

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Making and evaluating point forecasts

Reference 23

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Observation 899580fa-cf70-49f5-a899-dc10ace63ec3 · outbound

This paper cites Probabilistic forecasting.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Probabilistic forecasting

Reference 24

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Observation 99e9a5cd-6a96-4dcd-9c0b-cd2d19391f84 · outbound

This paper cites Strictly proper scoring rules, prediction, and estimation.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Strictly proper scoring rules, prediction, and estimation

Reference 25

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Observation 93e17fdc-83fd-4898-b0e6-aaecb2c7a3c9 · outbound

This paper cites Theory of colloidal stabilization by unattached polymers.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Theory of colloidal stabilization by unattached polymers

Reference 26

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Observation bd17a7c9-dd2c-4053-a142-6b6b6bd09d10 · outbound

This paper cites Probabilistic measures afford fair comparisons of AIWP and NWP model output.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Probabilistic measures afford fair comparisons of AIWP and NWP model output

Reference 27

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Observation 6173168e-94a4-4bab-a07f-c721d0e187ef · outbound

This paper cites Ziegel, and Tilmann Gneiting.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Ziegel, and Tilmann Gneiting

Reference 28

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Observation e1e921f4-c37f-49d7-a702-722e1ed8cb5e · outbound

This paper cites The era5 global reanalysis.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model The era5 global reanalysis

Reference 29

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Observation fc6ac465-c4c5-45d6-8a09-36b044573c90 · outbound

This paper cites Evaluation of cold-season precipitation forecasts generated by the hourly updating high-resolution rapid refresh model.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Evaluation of cold-season precipitation forecasts generated by the hourly updating high-resolution rapid refresh model

Reference 30

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Observation b9930b0e-e644-4ffa-9f69-07e61cba7fdc · outbound

This paper cites WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model WeatherReal: A Benchmark Based on In-Situ Observations for Evaluating Weather Models

Reference 31

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Observation 76842333-fd8e-43f1-98bb-df20b4320cc6 · outbound

This paper cites Forecasting Global Weather with Graph Neural Networks.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Forecasting Global Weather with Graph Neural Networks

Reference 32

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Observation cae7670b-0218-4440-8890-48a151ec15d7 · outbound

This paper cites Learning skillful medium-range global weather forecasting.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Learning skillful medium-range global weather forecasting

Reference 33

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Observation 05b0d962-2f03-4da5-939a-7c3f0893c359 · outbound

This paper cites AIFS -- ECMWF's data-driven forecasting system.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model AIFS -- ECMWF's data-driven forecasting system

Reference 34

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Observation 9e629f1d-62ed-405a-9edd-7a55ad3227d2 · outbound

This paper cites AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model AIFS-CRPS: Ensemble forecasting using a model trained with a loss function based on the Continuous Ranked Probability Score

Reference 35

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Observation 9a52dbe8-dcd3-471e-a9e5-57207edec545 · outbound

This paper cites Lavers, Adrian Simmons, Freja Vamborg, and Mark J.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Lavers, Adrian Simmons, Freja Vamborg, and Mark J

Reference 36

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This paper cites Ebert, Harrison Cook, Mohammadreza Khanarmuei, Robert J.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Ebert, Harrison Cook, Mohammadreza Khanarmuei, Robert J

Reference 37

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Observation c7ec7546-3d49-43e4-87af-aaf0d4399198 · outbound

This paper cites Thorarinsdottir, Francesco Ravazzolo, and Tilmann Gneiting.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Thorarinsdottir, Francesco Ravazzolo, and Tilmann Gneiting

Reference 38

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Observation c0f1d61b-2fa9-4bdd-8ba0-18269fce3b62 · outbound

This paper cites Taggart, Thomas C.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Taggart, Thomas C

Reference 39

Resolution: verified exact; doi, observed 2026-08-04T07:48:31.958590Z

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Observation 485e86a3-c21c-47f3-9c75-f2f3712ce953 · outbound

This paper cites Mass, David Ovens, Ken Westrick, and Brian A.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Mass, David Ovens, Ken Westrick, and Brian A

Reference 40

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Observation addd9969-05bc-4105-94a0-2e86b5d38238 · outbound

This paper cites Matheson and Robert L.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Matheson and Robert L

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:50.521476Z

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Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 42

Resolution: verified exact; doi, observed 2026-08-04T07:48:31.745951Z

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

Observation 9b7fc3ca-a6e6-4d5f-bff7-93bcd12fe181 · outbound

This paper cites Mittermaier.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Mittermaier

Reference 43

Resolution: verified exact; doi, observed 2026-08-04T07:48:31.500047Z

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Observation e10a1466-44f3-48cf-80f1-308de06be84b · outbound

This paper cites Object-oriented verification of tc-jasper rainfall forecasts: Machine learning, 2025.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Object-oriented verification of tc-jasper rainfall forecasts: Machine learning, 2025

Reference 44

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Observation 1e994ac8-1ef9-4f2c-8342-a25290bb7b21 · outbound

This paper cites Regional data-driven weather modeling with a global stretched-grid.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Regional data-driven weather modeling with a global stretched-grid

Reference 45

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This paper cites Automated surface observing system (asos) user's guide.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Automated surface observing system (asos) user's guide

Reference 46

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Observation 19975b52-b23b-4630-926d-fcdb2e91fc8e · outbound

This paper cites Do data-driven models beat numerical models in forecasting weather extremes? a comparison of ifs hres, pangu-weather, and graphcast.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Do data-driven models beat numerical models in forecasting weather extremes? a comparison of ifs hres, pangu-weather, and graphcast

Reference 47

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Observation 46e773d1-b0a8-4d56-897d-e2281ed68983 · outbound

This paper cites Pagano, Barbara Casati, Stephanie Landman, Nicholas Loveday, Robert Taggart, Elizabeth E.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Pagano, Barbara Casati, Stephanie Landman, Nicholas Loveday, Robert Taggart, Elizabeth E

Reference 48

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Observation 4cdd005f-b357-45d3-9023-c670d0ac264d · outbound

This paper cites Proper scoring rules for multivariate probabilistic forecasts based on aggregation and transformation.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Proper scoring rules for multivariate probabilistic forecasts based on aggregation and transformation

Reference 49

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Observation 72f9841f-f59a-488c-9d14-1638ac95fb72 · outbound

This paper cites Andersson, Andrew El-Kadi, Dominic Masters, Timo Ewalds, Jacklynn Stott, Shakir Mohamed, Peter Battaglia, Remi Lam, and Matthew Willson.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Andersson, Andrew El-Kadi, Dominic Masters, Timo Ewalds, Jacklynn Stott, Shakir Mohamed, Peter Battaglia, Remi Lam, and Matthew Willson

Reference 50

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Observation 23a98564-2e28-492b-a428-8f40e6e550b3 · outbound

This paper cites Radford, Imme Ebert-Uphoff, and Jebb Q.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Radford, Imme Ebert-Uphoff, and Jebb Q

Reference 51

Resolution: verified exact; doi, observed 2026-08-04T07:48:31.303733Z

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 144b57c5-1940-487d-b032-ce9056a33377 · outbound

This paper cites Radford, Imme Ebert-Uphoff, Jebb Q.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Radford, Imme Ebert-Uphoff, Jebb Q

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:51.564752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79d522e2-6166-45a0-b7a4-bd7475669684 · outbound

This paper cites Weatherbench 2: A benchmark for the next generation of data‐driven global weather models.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Weatherbench 2: A benchmark for the next generation of data‐driven global weather models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:51.684901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de43fd63-5f96-4e9a-8068-f37d99675d50 · outbound

This paper cites Rodwell, David S.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Rodwell, David S

Reference 54

Resolution: verified exact; doi, observed 2026-08-04T07:48:31.096240Z

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 86bca7ee-1af4-4d03-a1e1-d2bb26ba8a2f · outbound

This paper cites Schwartz and Ryan A.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Schwartz and Ryan A

Reference 55

Resolution: verified exact; doi, observed 2026-08-04T07:48:30.897525Z

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 8053ea53-7604-40be-9655-c812d29ed929 · outbound

This paper cites Neighborhood-based ensemble evaluation using the crps.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Neighborhood-based ensemble evaluation using the crps

Reference 56

Resolution: verified exact; doi, observed 2026-08-04T07:48:30.696819Z

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 2d8147d1-59d8-459c-a41f-93d8cbfd6237 · outbound

This paper cites Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Fixing the Double Penalty in Data-Driven Weather Forecasting Through a Modified Spherical Harmonic Loss Function

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:52.054750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1207451c-ab70-43e8-98d3-ccda53a15c87 · outbound

This paper cites Székely and Maria L.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Székely and Maria L

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:52.115468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d079ab49-5acd-4397-baa5-4c05478d8d14 · outbound

This paper cites Evaluation of point forecasts for extreme events using consistent scoring functions.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Evaluation of point forecasts for extreme events using consistent scoring functions

Reference 59

Resolution: verified exact; doi, observed 2026-08-04T07:48:30.547346Z

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 9d263fb4-1598-4ff0-8690-8244d0be66f0 · outbound

This paper cites Scale issues in verification of precipitation forecasts.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Scale issues in verification of precipitation forecasts

Reference 60

Resolution: verified exact; doi, observed 2026-08-04T07:48:30.365164Z

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 cdc83a80-ee74-492b-9c65-6fd2a9237608 · outbound

This paper cites Easy uncertainty quantification (easyuq): Generating predictive distributions from single-valued model output.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Easy uncertainty quantification (easyuq): Generating predictive distributions from single-valued model output

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:52.490223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe111acb-4155-41ed-8d5e-2d24e85c069e · outbound

This paper cites an unresolved cited work.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:52.603099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8d4e633-98ce-464d-9a8b-4811cf4d5299 · outbound

This paper cites Winkler and Allan H.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Winkler and Allan H

Reference 63

Resolution: verified exact; doi, observed 2026-08-04T07:48:30.219382Z

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 78b1613d-04be-445a-9838-c305ee1ca6a1 · outbound

This paper cites Guide to hydrological practices.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Guide to hydrological practices

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:52.874752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ace0cb1-8e0c-4d56-b4ff-dda1a35a2bbd · outbound

This paper cites Numerical models outperform AI weather forecasts of record-breaking extremes.

Evaluating Extreme Precipitation Forecasts: A Threshold-Weighted, Spatial Verification Approach for Comparing an AI Weather Prediction Model Against a High-Resolution NWP Model Numerical models outperform AI weather forecasts of record-breaking extremes

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:53.014744Z

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