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

Download

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

- Printer-friendly version

- 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

AR by Yongyong Fu on behalf of the Authors (26 Mar 2021) Manuscript

Download

Article (13368 KB)
Full-text XML

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.