Articles | Volume 14, issue 9
Earth Syst. Sci. Data, 14, 4445–4462, 2022
https://doi.org/10.5194/essd-14-4445-2022

Special issue: Extreme environment datasets for the three poles

Earth Syst. Sci. Data, 14, 4445–4462, 2022
https://doi.org/10.5194/essd-14-4445-2022
Data description paper
29 Sep 2022
Data description paper | 29 Sep 2022

HMRFS–TP: long-term daily gap-free snow cover products over the Tibetan Plateau from 2002 to 2021 based on hidden Markov random field model

Yan Huang et al.

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Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on essd-2022-134', Anonymous Referee #1, 20 May 2022
  • RC2: 'Comment on essd-2022-134', Anonymous Referee #2, 04 Jun 2022

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision
AR by Yan Huang on behalf of the Authors (29 Jul 2022)  Author's response    Author's tracked changes    Manuscript
ED: Referee Nomination & Report Request started (02 Aug 2022) by Tao Che
RR by Anonymous Referee #1 (10 Aug 2022)
RR by Anonymous Referee #2 (13 Aug 2022)
ED: Publish subject to minor revisions (review by editor) (13 Aug 2022) by Tao Che
AR by Yan Huang on behalf of the Authors (14 Aug 2022)  Author's response    Author's tracked changes    Manuscript
ED: Publish subject to minor revisions (review by editor) (22 Aug 2022) by Tao Che
AR by Yan Huang on behalf of the Authors (23 Aug 2022)  Author's response    Author's tracked changes    Manuscript
ED: Publish as is (01 Sep 2022) by Tao Che
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Short summary
Reliable snow cover information is important for understating climate change and hydrological cycling. We generate long-term daily gap-free snow products over the Tibetan Plateau (TP) at 500 m resolution from 2002 to 2021 based on the hidden Markov random field model. The accuracy is 91.36 %, and is especially improved during snow transitional period and over complex terrains. This dataset has great potential to study climate change and to facilitate water resource management in the TP.