The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process

Ziniu ZHANG; Zhenyan WANG; Guihua LI; Meihan ZHAO; Wenjian LI

doi:10.1007/s00343-023-2389-x

Your Location：

Home >

Browse articles >

The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process

Aquaculture and Fisheries | Updated：2024-10-11

- The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process
- The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process
- 海洋湖沼学报(英文) 2024年42卷第2期页码：647-663
- Affiliations：
  
  1.School of Earth Sciences and Engineering, Shandong University of Science and Technology, Qingdao 266590, China
  2.Key Laboratory of Marine Geology and Environment, Institute of Oceanology, Chinese Academy of Sciences, Qingdao 266071, China
  3.Laboratory for Marine Mineral Resources, National Laboratory for Marine Science and Technology, Qingdao 266237, China
  4.University of Chinese Academy of Sciences, Beijing 100049, China
- Author bio：
  
  zywang@qdio.ac.cn
- Funds：
  
  the Strategic Priority Research Program of the Chinese Academy of Sciences(XDB42010203);the National Natural Science Foundation of China(42176090)
- DOI：10.1007/s00343-023-2389-x
  中图分类号：
- 收稿：2022-12-15，
  
  网络首发：2023-04-07，
  
  纸质出版：2024-03-01
- Accepted：
Scan QR Code
The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process[J]. 海洋湖沼学报(英文), 2024,42(2):647-663.

ZHANG Ziniu,WANG Zhenyan,LI Guihua,et al.The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process[J].Journal of Oceanology and Limnology,2024,42(02):647-663.
The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process[J]. 海洋湖沼学报(英文), 2024,42(2):647-663. DOI： 10.1007/s00343-023-2389-x.

ZHANG Ziniu,WANG Zhenyan,LI Guihua,et al.The suitability assessment on site selection for bottom-seeding scallop culture based on analytic hierarchy process[J].Journal of Oceanology and Limnology,2024,42(02):647-663. DOI： 10.1007/s00343-023-2389-x.

摘要

Abstract

Scallop culture is an important way of bottom-seeding marine ranching

which is of great significance to improve the current situation of fishery resources. However

there are some problems in site-selection evaluation of marine ranching

such as imperfect criteria system

complex structure

untargeted criteria quantification

etc. In addition

no site-selection evaluation method of bottom-seeding culture areas for scallops is available. Therefore

we established a hierarchy structure model according to the analytic hierarchy process (AHP) theory

in which social

physical

chemical

and biological environments are used as main criteria

and marine functional zonation

water depth

current

water temperature

salinity

substrate type

water quality

sediment quality

red tide

phytoplankton

and zooplankton are used as sub-criteria

on which a multi-parameter evaluation system is set up. Meanwhile

the dualism method

assignment method

and membership function method were used to quantify sub-criteria

and a quantitative evaluation for the entire criteria was added

including the evaluation and analysis of two types of unsuitable environmental situations. By overall consideration in scallop yield

quality

and marine ranching construction objectives

the weight of the main criteria could be determined. Five grades in the suitability corresponding to the evaluation result were divided

and the Python language was used to create an evaluation system for efficient calculation and intuitive presentation of the evaluation outcome. Eight marine cases were simulated based on existing survey data

and the results prove that the method is feasible for evaluating and analyzing the site selection of bottom-seeding culture areas for scallops under various environmental situations. The proposed evaluation method can be promoted for the site selection of bottom-seeding marine ranching. This study provided theoretical and methodological references for the site selection evaluation of other types of marine ranching.

关键词

Keywords

references

Akarte M M , Surendra N V , Ravi B et al . 2001 . Web based casting supplier evaluation using analytical hierarchy process . Journal of the Operational Research Society , 52 ( 5 ): 511 - 522 , https://doi.org/10.1057/palgrave.jors.2601124 https://doi.org/10.1057/palgrave.jors.2601124 .

Bergh Ø , Strand Ø . 2001 . Great scallop, Pecten maximus , research and culture strategies in Norway: a review . Aquaculture International , 9 ( 4 ): 305 - 317 , https://doi.org/10.1023/A:1020452715518 https://doi.org/10.1023/A:1020452715518 .

Bourne N F . 2000 . The potential for scallop culture-the next millenium . Aquaculture International , 8 ( 2-3 ): 113 - 122 , https://doi.org/10.1023/A:1009212226803 https://doi.org/10.1023/A:1009212226803 .

Brugha C M . 2004 . Structure of multi-criteria decision-making . Journal of the Operational Research Society , 55 ( 11 ): 1156 - 1168 , https://doi.org/10.1057/palgrave.jors.2601777 https://doi.org/10.1057/palgrave.jors.2601777 .

Chang K H . 1985 . Review of artificial reefs in Taiwan: emphasizing site selection and effectiveness . Bulletin of Marine Science , 37 ( 1 ): 143 - 150 , https://doi.org/10.1515/botm.1985.28.11.501 https://doi.org/10.1515/botm.1985.28.11.501 .

Chen P M , Shu L M , Yuan H R et al . 2019 . Review on development, definition and classification of marine ranching in domestic and overseas . Journal of Fisheries of China , 43 ( 9 ): 1851 - 1869 , https://doi.org/10.11964/jfc.20190711887. https://doi.org/10.11964/jfc.20190711887. (in Chinese with English abstract)

Chen Y . 2020 . Research and construction of modern marine ranching in China: a review . Journal of Dalian Ocean University , 35 ( 2 ): 147 - 154 , https://doi.org/10.16535/j.cnki.dlhyxb.2019-260. https://doi.org/10.16535/j.cnki.dlhyxb.2019-260. (in Chinese with English abstract)

De Montaudouin X , Paul-Pont I , Lambert C et al . 2010 . Bivalve population health: multistress to identify hot spots . Marine Pollution Bulletin , 60 ( 8 ): 1307 - 1318 , https://doi.org/10.1016/j.marpolbul.2010.03.011 https://doi.org/10.1016/j.marpolbul.2010.03.011 .

General Administration of Quality Supervision , Inspection and Quarantine of the People's Republic of China . 2004 . GB 18668 - 2002 : Marine sediment quality. Standards Press of China, Beijing, China. p . 1 - 2 . (in Chinese with English abstract)

General Administration of Quality Supervision , Inspection and Quarantine of the People's Republic of China . 2008 . GB/T 12763 . 8 - 2007 : Specifications for oceanographic survey—Part 8 : marine geology and geophysics survey. Standards Press of China, Beijing, China. p . 7 . (in Chinese with English abstract)

General Administration of Quality Supervision , Inspection and Quarantine of the People's Republic of China , Standardization Administration of the People's Republic of China . 2007 . GB/T 17108 - 2006 : Technical directives for the division of marine functional zonation. Standards Press of China, Beijing, China. p . 285 - 292 . (in Chinese with English abstract)

Guo X Y , Wang S , Wu B W et al . 2007 . Research on the effect of environmental temperatures on quantifying aquaculture . Journal of Anhui Agricultural Sciences , 35 ( 24 ): 7498 - 7499 , https://doi.org/10.3969/j.issn.0517-6611.2007.24.058. https://doi.org/10.3969/j.issn.0517-6611.2007.24.058. (in Chinese with English abstract)

Hadipour A , Vafaie F , Hadipour V . 2015 . Land suitability evaluation for brackish water aquaculture development in coastal area of Hormozgan, Iran . Aquaculture International , 23 ( 1 ): 329 - 343 , https://doi.org/10.1007/s10499-014-9818-y https://doi.org/10.1007/s10499-014-9818-y .

He M , Zhang X K , Liu X Q et al . 2009 . Study on queen scallop growth factor . Journal of Anhui Agricultural Sciences , 37 ( 9 ): 4054 - 4056 , https://doi.org/10.3969/j.issn.0517-6611.2009.09.090. https://doi.org/10.3969/j.issn.0517-6611.2009.09.090. (in Chinese with English abstract)

Hou X F , Zhang G F , Zhang X F et al . 2019 . Discussion on cultivation and proliferation technology of Japanese scallop ( Patinopecten yessoensis ) (Part 1 ). Scientific Fish Farming , 35 ( 6 ): 82 - 83 , https://doi.org/10.3969/j.issn.1004-843X.2019.07.048. https://doi.org/10.3969/j.issn.1004-843X.2019.07.048. (in Chinese)

Jha D K , Pandey , V , Santhanakumar J et al . 2022 . Evaluation of site suitability for artificial reefs deployment in southeast coast of India using geographical information system as a management tool. Frontiers in Marine Science , 8 : 817975 , https://doi.org/10.3389/fmars.2021.817975 https://doi.org/10.3389/fmars.2021.817975 .

Jia X P , Du F Y , Lin Q et al . 2003 . A study on comprehensive assessment method of ecological environment quality of marine fishing ground . Journal of Fishery Sciences of China , 10 ( 2 ): 160 - 164 , https://doi.org/10.3321/j.issn:1005-8737.2003.02.015. https://doi.org/10.3321/j.issn:1005-8737.2003.02.015. (in Chinese with English abstract)

Jiang W W , Li J Q , Gao Y P et al . 2016 . Effects of temperature change on physiological and biochemical responses of Yesso scallop, Patinopecten yessoensis . Aquaculture , 451 : 463 - 472 , https://doi.org/10.1016/j.aquaculture.2015.10.012 https://doi.org/10.1016/j.aquaculture.2015.10.012 .

Kapetsky J M , McGregor L , Herbert N E . 1987 . A Geographical Information System and Satellite Remote Sensing to Plan for Aquaculture Development: A FAO-UNEP/GRID Cooperative Study in Costa Rica. FAO, Rome, Italy .

Kennish R , Wilson K D P , Lo J et al . 2002 . Selecting sites for large-scale deployment of artificial reefs in Hong Kong: constraint mapping and prioritization techniques . ICES Journal of Marine Science , 59 (S): S164 - S170 , https://doi.org/10.1006/jmsc.2002.1209 https://doi.org/10.1006/jmsc.2002.1209 .

Kim B K , Hwang D H , Yoon H J et al . 2015 . A study on suitability selection of artificial reef by GIS . The Journal of the Korea Institute of Electronic Communication Sciences , 10 ( 5 ): 629 - 636 , https://doi.org/10.13067/JKIECS.2015.10.5.629 https://doi.org/10.13067/JKIECS.2015.10.5.629 .

Kinne O . 1964 . The effects of temperature and salinity on marine and brackish water animals. II. Salinity and temperature combinations . Oceanography and Marine Biology : An Annual Review , 2 : 281 - 339 , https://doi.org/10.1590/S0085-56262003000400010 https://doi.org/10.1590/S0085-56262003000400010 .

Kumgumpol H , Liu Y , Pokavanich T et al . 2020 . Environmental habitat mapping of green mussel: a GIS-based approach for sustainable aquaculture in the inner gulf of Thailand . Sustainability , 12 ( 24 ): 10643 , https://doi.org/10.3390/su122410643 https://doi.org/10.3390/su122410643 .

Laing I . 2002 . Scallop Cultivation in the UK: a Guide to Site Selection . Centre for Environment, Fisheries and Aquaculture Science (CEFAS), Executive Agency of the Department for Environment, Food and Rural Affairs (DEFRA) , 26p .

Li W J , Xue Z F . 2005 . Healthy sustainable proliferation & cultivation of scallop Patinopecten yessoensis . Fisheries Science , 24 ( 9 ): 49 - 51 , https://doi.org/10.3969/j.issn.1003-1111.2005.09.017. https://doi.org/10.3969/j.issn.1003-1111.2005.09.017. (in Chinese with English abstract)

Li Y X . 2019 . Ecological Suitability Evaluation of Artificial Reef Site Selection in Rudong County, Jiangsu Province based on AHP. Shanghai Ocean University, Master Degree, Shanghai, China . (in Chinese with English abstract)

Li Z Y , Lin Q , Li J et al . 2019 . Present situation and future development of marine ranching construction in China . Journal of Fisheries of China , 43 ( 9 ): 1870 - 1880 , https://doi.org/10.11964/jfc.20190311699. https://doi.org/10.11964/jfc.20190311699. (in Chinese with English abstract)

Liang J , Bao Z M , Sun X et al . 2016 . Scallop ( Patinopecten yessoensis ) "Zhangzidao Red" . China Fisheries , 9 : 72 - 74 , https://doi.org/CNKI:SUN:SICA.0.2016-09-039. https://doi.org/CNKI:SUN:SICA.0.2016-09-039. (in Chinese)

Lin Y , Liu S X , Guan D M et al . 2014 . GIS-based Japanese scallop ( Patinopecten yessoensis ) aquaculture suitability assessment: a case study with the islands of Dachangshan and Xiaochangshan, North Yellow Sea, China . Acta Ecologica Sinica , 34 ( 20 ): 5984 - 5992 , https://doi.org/10.5846/stxb201301250158. https://doi.org/10.5846/stxb201301250158. (in Chinese with English abstract)

Mathews H . 1981 . Artificial reefs site: selection and evaluation. Artificial Reefs: Conference Proceedings. NOAA, National Oceanic and Atmospheric Administration . Florida Sea Grant Report . 41 : 50 - 54 .

Michele M , Thuoc P , Canh N T et al . 2013 . Site suitability analysis for Bay scallop aquaculture and implications for sustainable fisheries management in the Ha Long Bay archipelago, northern Vietnam . Journal of Natural Resources and Development , 3 : 1 - 13 , https://doi.org/10.5027/jnrd.v3i0.01 https://doi.org/10.5027/jnrd.v3i0.01 .

Moeinaddini M , Khorasani N , Danehkar A et al . 2010 . Siting MSW landfill using weighted linear combination and analytical hierarchy process (AHP) methodology in GIS environment (case study: Karaj) . Waste Management , 30 ( 5 ): 912 - 920 , https://doi.org/10.1016/j.wasman.2010.01.015 https://doi.org/10.1016/j.wasman.2010.01.015 .

Mousavi S H , Danehkar A , Shokri M R et al . 2015 . Site selection for artificial reefs using a new combine Multi-Criteria Decision-Making (MCDM) tools for coral reefs in the Kish Island-Persian Gulf . Ocean & Coastal Management , 111 : 92 - 102 , https://doi.org/10.1016/j.ocecoaman.2015.03.004 https://doi.org/10.1016/j.ocecoaman.2015.03.004 .

Navarro J M , Gonzalez C M . 1998 . Physiological responses of the Chilean scallop Argopecten purpuratus to decreasing salinities . Aquaculture , 167 ( 3-4 ): 315 - 327 , https://doi.org/10.1016/s0044-8486(98)00310-x https://doi.org/10.1016/s0044-8486(98)00310-x .

Radiarta I N , Saitoh S I , Miyazono A . 2008 . GIS-based multi-criteria evaluation models for identifying suitable sites for Japanese scallop ( Mizuhopecten yessoensis ) aquaculture in Funka Bay, southwestern Hokkaido, Japan . Aquaculture , 284 ( 1-4 ): 127 - 135 , https://doi.org/10.1016/j.aquaculture.2008.07.048 https://doi.org/10.1016/j.aquaculture.2008.07.048 .

Radiarta I N , Saitoh S I , Yasui H . 2011 . Aquaculture site selection for Japanese kelp ( Laminaria japonica ) in southern Hokkaido, Japan, using satellite remote sensing and GIS-based models . ICES Journal of Marine Science , 68 ( 4 ): 773 - 780 , https://doi.org/10.1093/icesjms/fsq163 https://doi.org/10.1093/icesjms/fsq163 .

Radiarta I N , Saitoh S I . 2009 . Biophysical models for Japanese scallop, Mizuhopecten yessoensis , aquaculture site selection in Funka Bay, Hokkaido, Japan, using remotely sensed data and geographic information system . Aquaculture International , 17 ( 5 ): 403 - 419 , https://doi.org/10.1007/s10499-008-9212-8 https://doi.org/10.1007/s10499-008-9212-8 .

Ramanathan R . 2001 . A note on the use of the analytic hierarchy process for environmental impact assessment . Journal of Environmental Management , 63 ( 1 ): 27 - 35 , https://doi.org/10.1006/jema.2001.0455 https://doi.org/10.1006/jema.2001.0455 .

Saaty T L . 1972 . An Eigenvalue Allocation Model for Prioritization and Planning . Energy Management and Policy Center, University of Pennsylvania . p. 28 - 31 .

Saaty T L . 2000 . Fundamentals of Decision Making and Priority Theory with the Analytic Hierarchy Process . RWS Publications, Pittsburg . https://do 10.1007/978-94-015-9799-9_2 http://dx.doi.org/10.1007/978-94-015-9799-9_2

Shan C F , Liu M , Ma C L et al . 2022 . Evaluation of suitability for site selection of artificial reefs for multiplication marine ranching in the sea area of Dachangshan Island based on MCDM . Anhui Agricultural Science Bulletin , 28 ( 7 ): 88 - 93 , https://doi.org/10.16377/j.cnki.issn1007-7731.2022.07.016. https://doi.org/10.16377/j.cnki.issn1007-7731.2022.07.016. (in Chinese with English abstract)

Shu Y , Shi L , Lai S Q et al . 2021 . Morphometric study and comparison of scallops ( Chlamys farreri ) cultured in different water depth . Acta Hydrobiologica Sinica , 45 ( 1 ): 132 - 139 , https://doi.org/10.7541/2021.2019.215. https://doi.org/10.7541/2021.2019.215. (in Chinese with English abstract)

Silina A V . 2023 . Effects of temperature, salinity, and food availability on shell growth rates of the Yesso scallop . PeerJ , 11 : e14886 , https://doi.org/10.7717/peerj.14886 https://doi.org/10.7717/peerj.14886 .

State Administration for Market Regulation , Standardization Administration of the People's Republic of China . 2021 . GB/T 40946 - 2021 : Technical Guidelines for Marine Ranching Construction. Standards Press of China, Beijing, China. (in Chinese)

State Environmental Protection Administration of China . 2004 . GB 3097 - 1997 : Sea water quality standard. China Environmental Science Press, Beijing, China. p . 16 - 17 . (in Chinese)

State Environmental Protection Bureau of the People's Republic of China . 1990 . GB 11607-1989 Water quality standard for fisheries . Standards Press of China, Beijing, China . (in Chinese with English abstract)

State Oceanic Administration . 2005 . HY/T 069 - 2005 : Technical specification for red tide minitoring. Standards Press of China, Beijing, China. p . 17 - 18 . (in Chinese with English abstract)

Tong F , Qin C X , Yu J et al . 2016 . Ecological basis assessment of artificial reef site selection in Liuniu coastal waters of Zhelin Bay, eastern Guangdong . South China Fisheries Science , 12 ( 6 ): 25 - 32 , https://doi.org/10.3969/j.issn.2095-0780.2016.06.004. https://doi.org/10.3969/j.issn.2095-0780.2016.06.004. (in Chinese with English abstract)

Turner C H , Ebert E E , Given R R . 1969 . Man-Made Reef Ecology. California Department of Fish and Game . California Digital Library, University of California .

Wang Y , Zhou L . 2013 . Bottom sowing of proliferation of Patinopecten yessoensis yield research: case in Zhangzidao . Chinese Fisheries Economics , 32 ( 1 ): 104 - 109 , https://doi.org/10.3969/j.issn.1009-590X.2014.01.017. https://doi.org/10.3969/j.issn.1009-590X.2014.01.017. (in Chinese with English abstract)

Wen Z M . 2014 . Study on the Ecological Environment of Evaluation of Proposed Marine Ranching in Dachangshan Waters. Dalian Ocean University, Master Degree, Dalian, China . (in Chinese with English abstract)

Xu D , Zhang J H , Wang W Q et al . 2010 . Effects of temperature elevation on oxygen consumption rate and ammonia excretion rate of Patinopecten yessoensis . Journal of Fishery Sciences of China , 17 ( 5 ): 1101 - 1106 , https://doi.org/CNKI:SUN:ZSCK.0.2010-05-028. https://doi.org/CNKI:SUN:ZSCK.0.2010-05-028. (in Chinese with English abstract)

Xu Q , Zhang S Y . 2013 . Site selection evaluation of marine ranching in Zhoushan area based on AHP method . Journal of Shanghai Ocean University , 22 ( 1 ): 128 - 133 , https://doi.org/CNKI:SUN:SSDB.0.2013-01-020. https://doi.org/CNKI:SUN:SSDB.0.2013-01-020. (in Chinese with English abstract)

Xu Q . 2012 . Study of Site Selection of Marine Ranching—Take Zhoushan Islands as an Example. Shanghai Ocean University, Master Degree, Shanghai, China . (in Chinese with English abstract)

Xu X , Wang N , Zhu Y X et al . 2019 . Research on comparison of artificial alga reef site selection scheme in Beidaihe Sea Area . IOP Conference Series: Earth and Environmental Science , 281 ( 1 ): 012021 , https://doi.org/10.1088/1755-1315/281/1/012021 https://doi.org/10.1088/1755-1315/281/1/012021 .

Xu Y Q , Wu W J , Jiang W M et al . 2012 . Effect of temperature on immune system and the mechanism in shellfish . Fisheries Science , 31 ( 3 ): 176 - 180 , https://doi.org/10.3969/j.issn.1003-1111.2012.03.012. https://doi.org/10.3969/j.issn.1003-1111.2012.03.012. (in Chinese with English abstract)

Yang J L , Li X L , Yu X et al . 2019 . Changes of environmental factors and their effects on phytoplankton in scallop culture area of Laizhou Bay . Journal of Yantai University (Natural Science and Engineering Edition) , 32 ( 1 ): 38 - 46 , https://doi.org/10.13951/j.cnki.37-1213/n.2019.01.008. https://doi.org/10.13951/j.cnki.37-1213/n.2019.01.008. (in Chinese with English abstract)

Yang J L , Wu X , Li X L et al . 2018a . Quality evaluation of surface sediments in scallop culture area in Laizhou Bay . Fisheries Science , 37 ( 3 ): 361 - 367 , https://doi.org/10.16378/j.cnki.1003-1111.2018.03.012. https://doi.org/10.16378/j.cnki.1003-1111.2018.03.012. (in Chinese with English abstract)

Yang Y Y , Li Y , Ye S F . 2018b . Studies on the ecological threshold of phytoplankton to the environmental gradient of salinity in the Yueqing bay, Zhejiang province, China . Marine Environmental Science , 37 ( 4 ): 499 - 504 , https://doi.org/10.13634/j.cnki.mes.2018.04.005. https://doi.org/10.13634/j.cnki.mes.2018.04.005. (in Chinese with English abstract)

Yin Z Q , Zhang S Y . 2012 . The ecological effect evaluation system of protective artificial reef in East China Sea . Marine Fisheries , 34 ( 01 ): 23 - 31 , https://doi.org/10.13233/j.cnki.mar.fish.2012.01.006. https://doi.org/10.13233/j.cnki.mar.fish.2012.01.006. (in Chinese with English abstract)

Yu Z B , Shi Y B . 2005 . Shellfish culture technology (VII): several key factors to be paid attention to in healthy scallop ( Patinopecten yessoensis ) culture . China Fisheries , ( 5 ): 62 - 63 , https://doi.org/10.3969/j.issn.1002-6681.2005.05.036. https://doi.org/10.3969/j.issn.1002-6681.2005.05.036. (in Chinese)

Yu Z H , Yang H S , Liu B Z et al . 2010 . Growth, survival and immune activity of scallops, Chlamys farreri Jones et Preston, compared between suspended and bottom culture in Haizhou Bay, China . Aquaculture Research , 41 ( 6 ): 814 - 827 , https://doi.org/10.1111/j.1365-2109.2009.02358.x https://doi.org/10.1111/j.1365-2109.2009.02358.x .

Zeng X , Zhang S Y , Lin J et al . 2018 . Site selection suitability assessment for protective artificial reefs in island area . Journal of Fisheries of China , 42 ( 5 ): 673 - 683 , https://doi.org/10.11964/jfc.20170210714. https://doi.org/10.11964/jfc.20170210714. (in Chinese with English abstract)

Zhang C X . 2000 . Harming, prediction and forecast of red tides . Coastal Engineering , 19 ( 2 ): 86 - 89 , https://doi.org/CNKI:SUN:HAGC.0.2000-02-019. https://doi.org/CNKI:SUN:HAGC.0.2000-02-019. (in Chinese with English abstract)

Zhang J H , Fang J G , Wang S H . 2008 . Carrying capacity for Patinopecten yessoensis in Zhang Zidao Island, China . Journal of Fisheries of China , 32 ( 2 ): 6 , https://doi.org/CNKI:SUN:SCKX.0.2008-02-012. https://doi.org/CNKI:SUN:SCKX.0.2008-02-012. (in Chinese with English abstract)

Zhang Y , Zhu Z H , Yao G Y et al . 2022 . Interaction effects of temperature and salinity on survival and growth of juvenile scallop "Bohai Red" . Fisheries Science , 41 ( 1 ): 1 - 10 , https://doi.org/10.16378/j.cnki.1003-1111.20161. https://doi.org/10.16378/j.cnki.1003-1111.20161. (in Chinese with English abstract)

Zhang Z X , Zhang J H , Wu W G et al . 2021 . Ecological carrying capacity assessment of bottom-culture Yesso scallops, Patinopecten yessoensis , in Zhangzi Island . Journal of Fishery Sciences of China , 28 ( 7 ): 878 - 887 , https://doi.org/10.12264/JFSC2020-0509. https://doi.org/10.12264/JFSC2020-0509. (in Chinese with English abstract)

Zhao Y X , Zhang J H , Lin F et al . 2019 . An ecosystem model for estimating shellfish production carrying capacity in bottom culture systems . Ecological Modelling , 393 : 1 - 11 , https://doi.org/10.1016/j.ecolmodel.2018.12.005 https://doi.org/10.1016/j.ecolmodel.2018.12.005 .

浏览量

Downloads

CSCD

文章被引用时，请邮件提醒。

Submit

工具集

关联资源

Ecological characteristics and carrying capacity analysis of marine ranching ecosystem in Beibu Gulf based on Ecopath model

Characteristics and possible influential factors of marine heat wave in the Bohai Sea

Suitability evaluation on marine ranching in Guangdong, South China

Maximum sustainable yield estimation of enhancement species with the characteristics of movement inside and outside marine ranching

基于LMI极点配置的高空台飞行环境模拟系统PI增益调度控制研究