Advances of marine biogeography in China: Species distribution model and its applications

doi:10.17520/biods.2023453

Abstract

Abstract:

Background & Aim: Marine biogeography is a subject investigating the spatiotemporal distributions of marine organisms and the processes and drivers of changes in species distributions. Research in marine biogeography is promising for the conservation of marine biodiversity and the stability of ecosystem functioning and crucial for the sustainability of utilizing marine resources. Species distribution models (SDMs) are an important tool for assessing and predicting the biogeographical changes in marine species distributions.

Progresses: This review consists of three main parts: (1) the development process and current status of marine biogeography studies in China; (2) the commonly used approaches to answer the questions related to marine biogeography with a special focus on SDMs; (3) the research trends and hotspots of marine biogeography studies in China, mainly concerning the shifts in species distribution under global changes, phylogeography of marine species, biological invasion, population connectivity, marine conservation planning, marine ecological restoration and recovery, adaptation of marine species to extreme environments, as well as management of marine fisheries and mariculture planning.

Prospects: In this review, we further outlined the prospects for the future development of marine biogeography and emphasized the importance of optimizing SDMs. We also called for developing comprehensive databases of marine environments and organisms to strengthen the integration of marine biogeography with other disciplines. We hope this review will provide useful insights for the studies of marine biogeography in China.

Key words: marine species distribution, biogeographic regionalization, correlative model, mechanistic model, global change, biogeography

Yunwei Dong, Menghuan Bao, Jiao Cheng, Yiyong Chen, Jianguo Du, Yangchun Gao, Lisha Hu, Xincheng Li, Chunlong Liu, Geng Qin, Jin Sun, Xin Wang, Guang Yang, Chongliang Zhang, Xiong Zhang, Yuyang Zhang, Zhixin Zhang, Aibin Zhan, Qiang He, Jun Sun, Bin Chen, Zhongli Sha, Qiang Lin. Advances of marine biogeography in China: Species distribution model and its applications[J]. Biodiv Sci, 2024, 32(5): 23453.

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URL: https://www.biodiversity-science.net/EN/10.17520/biods.2023453

https://www.biodiversity-science.net/EN/Y2024/V32/I5/23453

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分类 Category	数据库 Database	网站 Website
所有物种分布数据 Distribution data for all species	iNaturalist	https://www.inaturalist.org/
	GBIF (Global Biodiversity Information Facility)	https://www.gbif.org/
	AquaMaps	https://github.com/raquamaps/aquamapsdata
	Ocean Biogeographic Information System (OBIS)	https://obis.org/
特定类群分布数据 Distribution data for specific taxa	Reef Life Survey	https://reeflifesurvey.com
	PhytoBase	https://www.earth-syst-sci-data.net/12/907/2020/
	MolluscaBase	https://www.molluscabase.org/index.php
特定区域分布数据Distribution data for specific region	Invasive species in the Mediterranean (ORMEF)	https://www.ormef.eu/
	中国生物志库(China Species Library)	https://species.sciencereading.cn/biology/v/biologicalIndex
	国家动物资源标本库(National Animal Collection Resource Center)	http://museum.ioz.ac.cn/
环境数据 Environmental data	Bio-ORACLE	https://www.bio-oracle.org/index.php
	AquaMaps Environmental Dataset	https://www.aquamaps.org/main/envt_data.php
	Copernicus Marine Service	https://data.marine.copernicus.eu/products
	海洋大科学数据中心(Oceanography Big Data)	https://msdc.qdio.ac.cn/
	National Center for Environmental Information (NCEI)	https://www.ncdc.noaa.gov/oisst
	General Bathymetric Chart of the Ocean Products	https://www.gebco.net/
	NOAA Benthic Terrain Modeler	https://coast.noaa.gov/digitalcoast/tools/btm.html
	MARSPEC	http://www.marspec.org/
	Marine Ecoregions and Pelagic Provinces of the World	https://data.unep-wcmc.org/datasets/38
	Global Offshore Wind Turbine Dataset	https://www.nature.com/articles/s41597-021-00982-z#auth-Yali-Si
	Global Offshore Wind Farm Database	https://www.4coffshore.com/windfarms/
	Global Wind Power Tracker	https://globalenergymonitor.org/projects/global-wind-power-tracker/
人类活动数据 Human activity data	NBIC Database	https://nbic.si.edu/database/
	The GloBallast Partnership	https://globallast.imo.org/
	Satellite AIS Data	https://www.freightmetrics.com.au/Marine/SatelliteAISData/tabid/830/Default.aspx
	IHS Sea-web	https://maritime.ihs.com/Account2/Index
	A Global Map of Human Impact on Marine Ecosystems	https://www.science.org/doi/10.1126/science.1149345
	Marine Built Structures (e.g., aquaculture)	https://www.nature.com/articles/s41893-020-00595-1

分类 Category	数据库 Database	网站 Website
所有物种分布数据 Distribution data for all species	iNaturalist	https://www.inaturalist.org/
	GBIF (Global Biodiversity Information Facility)	https://www.gbif.org/
	AquaMaps	https://github.com/raquamaps/aquamapsdata
	Ocean Biogeographic Information System (OBIS)	https://obis.org/
特定类群分布数据 Distribution data for specific taxa	Reef Life Survey	https://reeflifesurvey.com
	PhytoBase	https://www.earth-syst-sci-data.net/12/907/2020/
	MolluscaBase	https://www.molluscabase.org/index.php
特定区域分布数据Distribution data for specific region	Invasive species in the Mediterranean (ORMEF)	https://www.ormef.eu/
	中国生物志库(China Species Library)	https://species.sciencereading.cn/biology/v/biologicalIndex
	国家动物资源标本库(National Animal Collection Resource Center)	http://museum.ioz.ac.cn/
环境数据 Environmental data	Bio-ORACLE	https://www.bio-oracle.org/index.php
	AquaMaps Environmental Dataset	https://www.aquamaps.org/main/envt_data.php
	Copernicus Marine Service	https://data.marine.copernicus.eu/products
	海洋大科学数据中心(Oceanography Big Data)	https://msdc.qdio.ac.cn/
	National Center for Environmental Information (NCEI)	https://www.ncdc.noaa.gov/oisst
	General Bathymetric Chart of the Ocean Products	https://www.gebco.net/
	NOAA Benthic Terrain Modeler	https://coast.noaa.gov/digitalcoast/tools/btm.html
	MARSPEC	http://www.marspec.org/
	Marine Ecoregions and Pelagic Provinces of the World	https://data.unep-wcmc.org/datasets/38
	Global Offshore Wind Turbine Dataset	https://www.nature.com/articles/s41597-021-00982-z#auth-Yali-Si
	Global Offshore Wind Farm Database	https://www.4coffshore.com/windfarms/
	Global Wind Power Tracker	https://globalenergymonitor.org/projects/global-wind-power-tracker/
人类活动数据 Human activity data	NBIC Database	https://nbic.si.edu/database/
	The GloBallast Partnership	https://globallast.imo.org/
	Satellite AIS Data	https://www.freightmetrics.com.au/Marine/SatelliteAISData/tabid/830/Default.aspx
	IHS Sea-web	https://maritime.ihs.com/Account2/Index
	A Global Map of Human Impact on Marine Ecosystems	https://www.science.org/doi/10.1126/science.1149345
	Marine Built Structures (e.g., aquaculture)	https://www.nature.com/articles/s41893-020-00595-1