A new satellite-derived dataset for marine aquaculture areas in China's coastal region

Fu, Yongyong; Deng, Jinsong; Wang, Hongquan; Comber, Alexis; Yang, Wu; Wu, Wenqiang; You, Shixue; Lin, Yi; Wang, Ke

doi:https://doi.org/10.5194/essd-13-1829-2021

Articles | Volume 13, issue 5

https://doi.org/10.5194/essd-13-1829-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/essd-13-1829-2021

© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 13, issue 5

Data description paper

|

03 May 2021

Data description paper |

| 03 May 2021

A new satellite-derived dataset for marine aquaculture areas in China's coastal region

Yongyong Fu, Jinsong Deng, Hongquan Wang, Alexis Comber, Wu Yang, Wenqiang Wu, Shixue You, Yi Lin, and Ke Wang

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Final revised paper (published on 03 May 2021)
Supplement to the final revised paper
Preprint (discussion started on 22 Sep 2020)
Supplement to the preprint

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

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- Supplement

RC1: 'More specifications might be needed if originality is the dataset or the algorithm', Anonymous Referee #1, 24 Jan 2021
- AC1: 'Response to Reviewer 1', Yongyong Fu, 01 Mar 2021
RC2: 'review and discussion', Anonymous Referee #2, 26 Jan 2021
- AC2: 'Reply on RC2', Yongyong Fu, 01 Mar 2021
RC3: 'A deep learning based method to the medium spatial resolution images at national scale', Anonymous Referee #3, 28 Jan 2021
- AC3: 'Reply on RC3', Yongyong Fu, 01 Mar 2021

Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision

AR by Yongyong Fu on behalf of the Authors (01 Mar 2021) Author's response Manuscript

ED: Referee Nomination & Report Request started (06 Mar 2021) by David Carlson

RR by Anonymous Referee #1 (21 Mar 2021)

ED: Publish as is (22 Mar 2021) by David Carlson

Short summary

Marine aquaculture areas in a region up to 30 km from the coast in China were mapped for the first time. It was found to cover a total area of ~1100 km², of which more than 85 % is marine plant culture areas, with 87 % found in four coastal provinces. The results confirm the applicability and effectiveness of deep learning when applied to GF-1 data at the national scale, identifying the detailed spatial distributions and supporting the sustainable management of coastal resources in China.