Advances in Weather and Climate Forecast Verification:
Advances in Weather and Climate Forecast Verification is a resource for researchers and practitioners who are applying traditional and new methods of forecast evaluation. It offers information that will make it possible for researchers and others to apply the newest forecast methods; rather than sea...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Amsterdam
Elsevier Science Publishing
2023
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| Schlagworte: | |
| Zusammenfassung: | Advances in Weather and Climate Forecast Verification is a resource for researchers and practitioners who are applying traditional and new methods of forecast evaluation. It offers information that will make it possible for researchers and others to apply the newest forecast methods; rather than searching for information in each individual method, providing the information needed to apply all of the techniques in one place. Selection of the appropriate method to apply to a particular problem is facilitated by comparisons of the methods and their results, which will be included in the book. With these skills in hand, readers can make improvements in both their modelling and the evaluation of the results. |
| Beschreibung: | 308 Seiten Illustrationen, Diagramme 24 cm |
| ISBN: | 012813853X 9780128138533 |
Internformat
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| 100 | 1 | |a Gilleland, Eric |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Advances in Weather and Climate Forecast Verification |c Eric Gilleland, Barbara G. Brown |
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| 505 | 8 | |a 1. Introduction 2. Statistical Basis for Verification 3. Traditional verification for deterministic forecasts 4. Traditional verification for probabilistic forecasts 5. Diagnostic tools for univariate measures 6. Background, motivation, and overview of spatial forecast verification methods 7. Neighborhood methods 8. Scale separation methods 9. Location measures 10. Field deformation 11. Feature-based: identifying features, merging, matching, properties, and property comparisons 12. Feature-based: direct comparisons between matched features: CRA, MODE 13. Feature-based: spatial contingency table 14. Spatial Prediction Comparison Test, including image warping loss 15. Additional topics: hurricane forecasts, S2S, observation uncertainty | |
| 520 | 3 | |a Advances in Weather and Climate Forecast Verification is a resource for researchers and practitioners who are applying traditional and new methods of forecast evaluation. It offers information that will make it possible for researchers and others to apply the newest forecast methods; rather than searching for information in each individual method, providing the information needed to apply all of the techniques in one place. Selection of the appropriate method to apply to a particular problem is facilitated by comparisons of the methods and their results, which will be included in the book. With these skills in hand, readers can make improvements in both their modelling and the evaluation of the results. | |
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Datensatz im Suchindex
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| author | Gilleland, Eric Brown, Barbara G. |
| author_facet | Gilleland, Eric Brown, Barbara G. |
| author_role | aut aut |
| author_sort | Gilleland, Eric |
| author_variant | e g eg b g b bg bgb |
| building | Verbundindex |
| bvnumber | BV048820057 |
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| contents | 1. Introduction 2. Statistical Basis for Verification 3. Traditional verification for deterministic forecasts 4. Traditional verification for probabilistic forecasts 5. Diagnostic tools for univariate measures 6. Background, motivation, and overview of spatial forecast verification methods 7. Neighborhood methods 8. Scale separation methods 9. Location measures 10. Field deformation 11. Feature-based: identifying features, merging, matching, properties, and property comparisons 12. Feature-based: direct comparisons between matched features: CRA, MODE 13. Feature-based: spatial contingency table 14. Spatial Prediction Comparison Test, including image warping loss 15. Additional topics: hurricane forecasts, S2S, observation uncertainty |
| ctrlnum | (OCoLC)1371328555 (DE-599)BVBBV048820057 |
| dewey-full | 551.63 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 551 - Geology, hydrology, meteorology |
| dewey-raw | 551.63 |
| dewey-search | 551.63 |
| dewey-sort | 3551.63 |
| dewey-tens | 550 - Earth sciences |
| discipline | Geologie / Paläontologie Physik Geographie |
| discipline_str_mv | Geologie / Paläontologie Physik Geographie |
| format | Book |
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| id | DE-604.BV048820057 |
| illustrated | Illustrated |
| index_date | 2024-07-03T21:32:49Z |
| indexdate | 2024-07-10T09:46:52Z |
| institution | BVB |
| isbn | 012813853X 9780128138533 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-034085798 |
| oclc_num | 1371328555 |
| open_access_boolean | |
| owner | DE-188 |
| owner_facet | DE-188 |
| physical | 308 Seiten Illustrationen, Diagramme 24 cm |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Elsevier Science Publishing |
| record_format | marc |
| spelling | Gilleland, Eric Verfasser aut Advances in Weather and Climate Forecast Verification Eric Gilleland, Barbara G. Brown Amsterdam Elsevier Science Publishing 2023 308 Seiten Illustrationen, Diagramme 24 cm txt rdacontent n rdamedia nc rdacarrier 1. Introduction 2. Statistical Basis for Verification 3. Traditional verification for deterministic forecasts 4. Traditional verification for probabilistic forecasts 5. Diagnostic tools for univariate measures 6. Background, motivation, and overview of spatial forecast verification methods 7. Neighborhood methods 8. Scale separation methods 9. Location measures 10. Field deformation 11. Feature-based: identifying features, merging, matching, properties, and property comparisons 12. Feature-based: direct comparisons between matched features: CRA, MODE 13. Feature-based: spatial contingency table 14. Spatial Prediction Comparison Test, including image warping loss 15. Additional topics: hurricane forecasts, S2S, observation uncertainty Advances in Weather and Climate Forecast Verification is a resource for researchers and practitioners who are applying traditional and new methods of forecast evaluation. It offers information that will make it possible for researchers and others to apply the newest forecast methods; rather than searching for information in each individual method, providing the information needed to apply all of the techniques in one place. Selection of the appropriate method to apply to a particular problem is facilitated by comparisons of the methods and their results, which will be included in the book. With these skills in hand, readers can make improvements in both their modelling and the evaluation of the results. Modellierung (DE-588)4170297-9 gnd rswk-swf Wettervorhersage (DE-588)4079256-0 gnd rswk-swf Weather forecasting Modellierung (DE-588)4170297-9 s Wettervorhersage (DE-588)4079256-0 s DE-604 Brown, Barbara G. Verfasser aut |
| spellingShingle | Gilleland, Eric Brown, Barbara G. Advances in Weather and Climate Forecast Verification 1. Introduction 2. Statistical Basis for Verification 3. Traditional verification for deterministic forecasts 4. Traditional verification for probabilistic forecasts 5. Diagnostic tools for univariate measures 6. Background, motivation, and overview of spatial forecast verification methods 7. Neighborhood methods 8. Scale separation methods 9. Location measures 10. Field deformation 11. Feature-based: identifying features, merging, matching, properties, and property comparisons 12. Feature-based: direct comparisons between matched features: CRA, MODE 13. Feature-based: spatial contingency table 14. Spatial Prediction Comparison Test, including image warping loss 15. Additional topics: hurricane forecasts, S2S, observation uncertainty Modellierung (DE-588)4170297-9 gnd Wettervorhersage (DE-588)4079256-0 gnd |
| subject_GND | (DE-588)4170297-9 (DE-588)4079256-0 |
| title | Advances in Weather and Climate Forecast Verification |
| title_auth | Advances in Weather and Climate Forecast Verification |
| title_exact_search | Advances in Weather and Climate Forecast Verification |
| title_exact_search_txtP | Advances in Weather and Climate Forecast Verification |
| title_full | Advances in Weather and Climate Forecast Verification Eric Gilleland, Barbara G. Brown |
| title_fullStr | Advances in Weather and Climate Forecast Verification Eric Gilleland, Barbara G. Brown |
| title_full_unstemmed | Advances in Weather and Climate Forecast Verification Eric Gilleland, Barbara G. Brown |
| title_short | Advances in Weather and Climate Forecast Verification |
| title_sort | advances in weather and climate forecast verification |
| topic | Modellierung (DE-588)4170297-9 gnd Wettervorhersage (DE-588)4079256-0 gnd |
| topic_facet | Modellierung Wettervorhersage |
| work_keys_str_mv | AT gillelanderic advancesinweatherandclimateforecastverification AT brownbarbarag advancesinweatherandclimateforecastverification |