Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”

In their comment, Žagar and Szunyogh raised concerns about a recent study by Zhang et al. that examined the predictability limit of midlatitude weather using two up-to-date global models. Zhang et al. showed that deterministic weather forecast may, at best, be extended by 5 days, assuming we could a...

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Main Authors: Sun, Y. Qiang, Zhang, Fuqing, Magnusson, Linus, Buizza, Roberto, Chen, Jan-Huey, Emanuel, Kerry Andrew
Other Authors: Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences
Format: Article
Language:English
Published: American Meteorological Society 2020
Online Access:https://hdl.handle.net/1721.1/127648
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author Sun, Y. Qiang
Zhang, Fuqing
Magnusson, Linus
Buizza, Roberto
Chen, Jan-Huey
Emanuel, Kerry Andrew
author2 Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences
author_facet Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences
Sun, Y. Qiang
Zhang, Fuqing
Magnusson, Linus
Buizza, Roberto
Chen, Jan-Huey
Emanuel, Kerry Andrew
author_sort Sun, Y. Qiang
collection MIT
description In their comment, Žagar and Szunyogh raised concerns about a recent study by Zhang et al. that examined the predictability limit of midlatitude weather using two up-to-date global models. Zhang et al. showed that deterministic weather forecast may, at best, be extended by 5 days, assuming we could achieve minimal initial-condition uncertainty (e.g., 10% of current operational value) with a nearly perfect model. Žagar and Szunyogh questioned the methodology and the experiments of Zhang et al. Specifically, Žagar and Szunyogh raised issues regarding the effects of model error on the growth of the forecast uncertainty. They also suggested that estimates of the predictability limit could be obtained using a simple parametric model. This reply clarifies the misunderstandings in Žagar and Szunyogh and demonstrates that experiments conducted by Zhang et al. are reasonable. In our view, the model error concern in Žagar and Szunyogh does not apply to the intrinsic predictability limit, which is the key focus of Zhang et al. and the simple parametric model described in Žagar and Szunyogh does not serve the purpose of Zhang et al.
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spelling mit-1721.1/1276482022-10-01T02:32:01Z Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’” Sun, Y. Qiang Zhang, Fuqing Magnusson, Linus Buizza, Roberto Chen, Jan-Huey Emanuel, Kerry Andrew Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences Lorenz Center (Massachusetts Institute of Technology) In their comment, Žagar and Szunyogh raised concerns about a recent study by Zhang et al. that examined the predictability limit of midlatitude weather using two up-to-date global models. Zhang et al. showed that deterministic weather forecast may, at best, be extended by 5 days, assuming we could achieve minimal initial-condition uncertainty (e.g., 10% of current operational value) with a nearly perfect model. Žagar and Szunyogh questioned the methodology and the experiments of Zhang et al. Specifically, Žagar and Szunyogh raised issues regarding the effects of model error on the growth of the forecast uncertainty. They also suggested that estimates of the predictability limit could be obtained using a simple parametric model. This reply clarifies the misunderstandings in Žagar and Szunyogh and demonstrates that experiments conducted by Zhang et al. are reasonable. In our view, the model error concern in Žagar and Szunyogh does not apply to the intrinsic predictability limit, which is the key focus of Zhang et al. and the simple parametric model described in Žagar and Szunyogh does not serve the purpose of Zhang et al. 2020-09-17T20:54:12Z 2020-09-17T20:54:12Z 2020-02 2019-11 2020-06-08T15:34:13Z Article http://purl.org/eprint/type/JournalArticle 0022-4928 1520-0469 https://hdl.handle.net/1721.1/127648 Sun, Y. Qiang et al. "Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”." Journal of the Atmospheric Sciences 77, 2 (February 2020): 787–793 © 2020 American Meteorological Society. en http://dx.doi.org/10.1175/jas-d-19-0308.1 Journal of the Atmospheric Sciences Article is made available in accordance with the publisher's policy and may be subject to US copyright law. Please refer to the publisher's site for terms of use. application/pdf American Meteorological Society American Meteorological Society
spellingShingle Sun, Y. Qiang
Zhang, Fuqing
Magnusson, Linus
Buizza, Roberto
Chen, Jan-Huey
Emanuel, Kerry Andrew
Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title_full Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title_fullStr Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title_full_unstemmed Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title_short Reply to “Comments on ‘What Is the Predictability Limit of Midlatitude Weather?’”
title_sort reply to comments on what is the predictability limit of midlatitude weather
url https://hdl.handle.net/1721.1/127648
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