生态环境学报 ›› 2021, Vol. 30 ›› Issue (12): 2360-2369.DOI: 10.16258/j.cnki.1674-5906.2021.12.011
梁姗姗1,2(), 王建佳1,3,4,5, 黄锦树6, 陈彬1,3,5, 刘文华2, 郑新庆1,3,4, 胡文佳1,3,5,*(
)
收稿日期:
2021-07-22
出版日期:
2021-12-18
发布日期:
2022-01-04
通讯作者:
*胡文佳,副研究员。E-mail: huwenjia@tio.org.cn作者简介:
梁姗姗(1996年生),女,硕士研究生,研究方向为海洋生态系统评价。E-mail: liangss633@163.com
基金资助:
LIANG Shanshan1,2(), WANG Jianjia1,3,4,5, HUANG Jinshu6, CHEN Bin1,3,5, LIU Wenhua2, ZHENG Xinqing1,3,4, HU Wenjia1,3,5,*(
)
Received:
2021-07-22
Online:
2021-12-18
Published:
2022-01-04
摘要:
珊瑚礁作为典型脆弱生态系统,易受到环境条件和人类活动等多源因素的影响。以中国造礁石珊瑚集中分布的最北界——福建东山为研究区域,在空间分析技术的支持下将自然-社会-经济因素融入珊瑚礁脆弱性评价指标体系,基于ESA(Exposure-Sensitivity-Adaptive capacity)模型建立近岸多源环境因素影响下珊瑚群落的生态脆弱性评价方法,评估珊瑚群落生态脆弱性的等级和空间分布,探索环境因素与珊瑚群落状态之间的定量关系,为珊瑚群落生态保护和管理提供科学依据。结果表明,东山研究区珊瑚群落的生态敏感性整体评价值偏高,大多数站位评价值大于0.6,东山湾口、东门屿和澳角周边的珊瑚群落生态敏感性最高。综合而言,生态脆弱性较高的站位基本位于东山湾口、东门屿一带,站位的生态脆弱性综合评价结果均大于0.8,属于中度和高度脆弱站位。生态脆弱性较低的站位位于马銮湾-金銮湾内,站位生态脆弱性综合评价结果均小于0.3,表明该区域珊瑚群落状态较好。相关性分析和冗余分析结果显示,影响当地珊瑚群落状态的主要驱动因子是活性磷酸盐浓度、浊度和距海水养殖区距离。根据评价结果,保护区管控、海水养殖区划调整和水质改善等措施可能对降低东山珊瑚群落的生态脆弱性具有显著的积极意义,可从以上方面开展基于生态系统的管理,有利于消减外源驱动因子,维持珊瑚群落的生态系统功能与服务。
中图分类号:
梁姗姗, 王建佳, 黄锦树, 陈彬, 刘文华, 郑新庆, 胡文佳. 近岸多源环境因素影响下珊瑚群落的生态脆弱性评价研究[J]. 生态环境学报, 2021, 30(12): 2360-2369.
LIANG Shanshan, WANG Jianjia, HUANG Jinshu, CHEN Bin, LIU Wenhua, ZHENG Xinqing, HU Wenjia. Ecological Vulnerability Assessment of Coral Community under the Impact of Multiple Environmental Factors[J]. Ecology and Environment, 2021, 30(12): 2360-2369.
准则层 Criterion level | 要素层 Factor level | 指标层 Indicator level | 权重 Weight |
---|---|---|---|
暴露性A1 | 海水质量B1 | 溶解氧浓度 C1- | 0.09 |
浊度 C2+ | 0.13 | ||
叶绿素a浓度 C3+ | 0.10 | ||
活性磷酸盐浓度 C4+ | 0.10 | ||
无机氮浓度 C5+ | 0.11 | ||
人类活动B2 | 港口航运 C6+ | 0.11 | |
海水养殖 C7+ | 0.14 | ||
沿海人口 C8+ | 0.12 | ||
沿海经济 C9+ | 0.10 | ||
敏感性A2 | 生物多样性B3 | 珊瑚种类数 C10- | 0.33 |
底栖生物丰度 C11- | 0.29 | ||
群落状态B4 | 珊瑚盖度 C12- | 0.38 | |
适应性A3 | 法规约束B5 | 法律法规 C13- | 0.25 |
保护执法 C14- | 0.25 | ||
管理行动B6 | 生态修复 C15- | 0.25 | |
宣传教育 C16- | 0.25 |
表1 东山研究区珊瑚群落生态系统脆弱性评价指标权重
Table 1 Vulnerability index weights of coral community ecosystem in Dongshan
准则层 Criterion level | 要素层 Factor level | 指标层 Indicator level | 权重 Weight |
---|---|---|---|
暴露性A1 | 海水质量B1 | 溶解氧浓度 C1- | 0.09 |
浊度 C2+ | 0.13 | ||
叶绿素a浓度 C3+ | 0.10 | ||
活性磷酸盐浓度 C4+ | 0.10 | ||
无机氮浓度 C5+ | 0.11 | ||
人类活动B2 | 港口航运 C6+ | 0.11 | |
海水养殖 C7+ | 0.14 | ||
沿海人口 C8+ | 0.12 | ||
沿海经济 C9+ | 0.10 | ||
敏感性A2 | 生物多样性B3 | 珊瑚种类数 C10- | 0.33 |
底栖生物丰度 C11- | 0.29 | ||
群落状态B4 | 珊瑚盖度 C12- | 0.38 | |
适应性A3 | 法规约束B5 | 法律法规 C13- | 0.25 |
保护执法 C14- | 0.25 | ||
管理行动B6 | 生态修复 C15- | 0.25 | |
宣传教育 C16- | 0.25 |
站点 Sites | 溶解氧 Do | 活性磷酸盐 PO43- | 无机氮 DIN | 浊度 Turbidity | 叶绿素a Chlorophyll a | 港口航运 Port shipping | 海水养殖 Mariculture | 沿海人口 Coastal population | 沿海经济 Coastal economy | 暴露性指数 Exposure index |
---|---|---|---|---|---|---|---|---|---|---|
D1 | 0.17 | 0.10 | 0.15 | 0.39 | 0.07 | 0.03 | 0.05 | 0.00 | 0.00 | 0.11 |
D2 | 0.16 | 0.11 | 0.22 | 0.46 | 0.06 | 0.03 | 0.05 | 0.01 | 0.01 | 0.13 |
D3 | 0.04 | 0.23 | 0.35 | 0.54 | 0.37 | 0.35 | 1.00 | 0.60 | 0.62 | 0.36 |
D4 | 0.00 | 0.17 | 0.33 | 0.24 | 0.44 | 0.24 | 1.00 | 0.68 | 0.71 | 0.30 |
D5 | 0.06 | 0.24 | 0.29 | 0.39 | 0.37 | 0.15 | 0.08 | 0.79 | 0.81 | 0.18 |
D6 | 0.00 | 0.25 | 0.44 | 0.56 | 1.00 | 0.08 | 0.28 | 0.73 | 0.76 | 0.30 |
D7 | 0.07 | 0.12 | 0.11 | 0.31 | 0.00 | 0.07 | 0.03 | 0.43 | 0.45 | 0.08 |
D8 | 0.00 | 0.18 | 0.30 | 0.32 | 0.40 | 0.14 | 1.00 | 0.66 | 0.68 | 0.29 |
D9 | 0.00 | 0.14 | 0.27 | 0.09 | 0.64 | 0.04 | 0.04 | 0.87 | 0.89 | 0.14 |
D10 | 0.00 | 0.14 | 0.24 | 0.16 | 0.49 | 0.03 | 0.03 | 0.87 | 0.89 | 0.13 |
D11 | 0.00 | 0.10 | 0.21 | 0.02 | 0.41 | 0.02 | 0.02 | 0.97 | 0.98 | 0.09 |
D12 | 0.00 | 0.10 | 0.22 | 0.02 | 0.32 | 0.02 | 0.02 | 0.99 | 0.99 | 0.09 |
D13 | 0.00 | 0.10 | 0.18 | 0.01 | 0.16 | 0.02 | 0.02 | 0.98 | 0.98 | 0.06 |
D14 | 0.00 | 0.09 | 0.20 | 0.00 | 0.36 | 0.02 | 0.02 | 1.00 | 1.00 | 0.08 |
D15 | 0.00 | 0.11 | 0.13 | 0.14 | 0.22 | 0.02 | 0.03 | 0.52 | 0.49 | 0.07 |
D16 | 0.17 | 0.11 | 0.15 | 0.19 | 0.14 | 0.01 | 0.03 | 0.42 | 0.38 | 0.09 |
D17 | 0.00 | 0.11 | 0.16 | 1.00 | 0.45 | 0.01 | 0.06 | 0.35 | 0.30 | 0.21 |
表2 东山研究区珊瑚群落生态暴露性指标评价结果
Table 2 Results of the exposure indicators of coral community ecosystem in Dongshan
站点 Sites | 溶解氧 Do | 活性磷酸盐 PO43- | 无机氮 DIN | 浊度 Turbidity | 叶绿素a Chlorophyll a | 港口航运 Port shipping | 海水养殖 Mariculture | 沿海人口 Coastal population | 沿海经济 Coastal economy | 暴露性指数 Exposure index |
---|---|---|---|---|---|---|---|---|---|---|
D1 | 0.17 | 0.10 | 0.15 | 0.39 | 0.07 | 0.03 | 0.05 | 0.00 | 0.00 | 0.11 |
D2 | 0.16 | 0.11 | 0.22 | 0.46 | 0.06 | 0.03 | 0.05 | 0.01 | 0.01 | 0.13 |
D3 | 0.04 | 0.23 | 0.35 | 0.54 | 0.37 | 0.35 | 1.00 | 0.60 | 0.62 | 0.36 |
D4 | 0.00 | 0.17 | 0.33 | 0.24 | 0.44 | 0.24 | 1.00 | 0.68 | 0.71 | 0.30 |
D5 | 0.06 | 0.24 | 0.29 | 0.39 | 0.37 | 0.15 | 0.08 | 0.79 | 0.81 | 0.18 |
D6 | 0.00 | 0.25 | 0.44 | 0.56 | 1.00 | 0.08 | 0.28 | 0.73 | 0.76 | 0.30 |
D7 | 0.07 | 0.12 | 0.11 | 0.31 | 0.00 | 0.07 | 0.03 | 0.43 | 0.45 | 0.08 |
D8 | 0.00 | 0.18 | 0.30 | 0.32 | 0.40 | 0.14 | 1.00 | 0.66 | 0.68 | 0.29 |
D9 | 0.00 | 0.14 | 0.27 | 0.09 | 0.64 | 0.04 | 0.04 | 0.87 | 0.89 | 0.14 |
D10 | 0.00 | 0.14 | 0.24 | 0.16 | 0.49 | 0.03 | 0.03 | 0.87 | 0.89 | 0.13 |
D11 | 0.00 | 0.10 | 0.21 | 0.02 | 0.41 | 0.02 | 0.02 | 0.97 | 0.98 | 0.09 |
D12 | 0.00 | 0.10 | 0.22 | 0.02 | 0.32 | 0.02 | 0.02 | 0.99 | 0.99 | 0.09 |
D13 | 0.00 | 0.10 | 0.18 | 0.01 | 0.16 | 0.02 | 0.02 | 0.98 | 0.98 | 0.06 |
D14 | 0.00 | 0.09 | 0.20 | 0.00 | 0.36 | 0.02 | 0.02 | 1.00 | 1.00 | 0.08 |
D15 | 0.00 | 0.11 | 0.13 | 0.14 | 0.22 | 0.02 | 0.03 | 0.52 | 0.49 | 0.07 |
D16 | 0.17 | 0.11 | 0.15 | 0.19 | 0.14 | 0.01 | 0.03 | 0.42 | 0.38 | 0.09 |
D17 | 0.00 | 0.11 | 0.16 | 1.00 | 0.45 | 0.01 | 0.06 | 0.35 | 0.30 | 0.21 |
站点 Sites | 珊瑚种类数 Coral species number | 底栖生物丰度 Benthos species abundance | 珊瑚盖度 Coral coverage | 敏感性指数 Sensitivity index |
---|---|---|---|---|
D1 | 0.33 | 0.85 | 0.64 | 0.60 |
D2 | 0.33 | 0.99 | 0.73 | 0.67 |
D3 | 0.33 | 0.95 | 0.94 | 0.74 |
D4 | 0.33 | 0.74 | 0.83 | 0.64 |
D5 | 0.67 | 1.00 | 0.89 | 0.85 |
D6 | 1.00 | 0.99 | 1.00 | 1.00 |
D7 | 0.67 | 0.77 | 0.46 | 0.62 |
D8 | 1.00 | 0.80 | 1.00 | 0.94 |
D9 | 0.33 | 0.82 | 0.67 | 0.60 |
D10 | 0.67 | 0.70 | 0.90 | 0.76 |
D11 | 0.00 | 0.92 | 0.00 | 0.27 |
D12 | 0.33 | 0.15 | 0.67 | 0.41 |
D13 | 0.00 | 0.00 | 0.18 | 0.07 |
D14 | 0.00 | 0.79 | 0.64 | 0.47 |
D15 | 1.00 | 0.35 | 0.91 | 0.78 |
D16 | 1.00 | 0.64 | 0.95 | 0.88 |
D17 | 0.33 | 0.96 | 0.84 | 0.71 |
表3 东山研究区珊瑚群落生态敏感性指标评价结果
Table 3 Results of the sensitivity indicators of coral community ecosystem in Dongshan
站点 Sites | 珊瑚种类数 Coral species number | 底栖生物丰度 Benthos species abundance | 珊瑚盖度 Coral coverage | 敏感性指数 Sensitivity index |
---|---|---|---|---|
D1 | 0.33 | 0.85 | 0.64 | 0.60 |
D2 | 0.33 | 0.99 | 0.73 | 0.67 |
D3 | 0.33 | 0.95 | 0.94 | 0.74 |
D4 | 0.33 | 0.74 | 0.83 | 0.64 |
D5 | 0.67 | 1.00 | 0.89 | 0.85 |
D6 | 1.00 | 0.99 | 1.00 | 1.00 |
D7 | 0.67 | 0.77 | 0.46 | 0.62 |
D8 | 1.00 | 0.80 | 1.00 | 0.94 |
D9 | 0.33 | 0.82 | 0.67 | 0.60 |
D10 | 0.67 | 0.70 | 0.90 | 0.76 |
D11 | 0.00 | 0.92 | 0.00 | 0.27 |
D12 | 0.33 | 0.15 | 0.67 | 0.41 |
D13 | 0.00 | 0.00 | 0.18 | 0.07 |
D14 | 0.00 | 0.79 | 0.64 | 0.47 |
D15 | 1.00 | 0.35 | 0.91 | 0.78 |
D16 | 1.00 | 0.64 | 0.95 | 0.88 |
D17 | 0.33 | 0.96 | 0.84 | 0.71 |
站点 Sites | 法律法规 Legislation | 保护执法 Conservation and enforcement | 生态修复 Ecological restoration | 宣传教育 Publicity and education | 适应性指数 Adaptive capacity index |
---|---|---|---|---|---|
D1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D3 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D4 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D5 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D6 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D8 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D9 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D10 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D11 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D12 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D13 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D14 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D15 | 1.00 | 0.30 | 0.00 | 0.50 | 0.45 |
D16 | 1.00 | 0.30 | 0.00 | 0.50 | 0.45 |
D17 | 1.00 | 0.00 | 0.00 | 0.50 | 0.38 |
表4 东山研究区珊瑚群落生态适宜性指标评价结果
Table 4 Results of the adaptive capacity indicators of coral community ecosystem in Dongshan
站点 Sites | 法律法规 Legislation | 保护执法 Conservation and enforcement | 生态修复 Ecological restoration | 宣传教育 Publicity and education | 适应性指数 Adaptive capacity index |
---|---|---|---|---|---|
D1 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D2 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D3 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D4 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D5 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D6 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D7 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
D8 | 0.50 | 0.00 | 0.00 | 0.30 | 0.20 |
D9 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D10 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D11 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D12 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D13 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D14 | 1.00 | 1.00 | 0.00 | 1.00 | 0.75 |
D15 | 1.00 | 0.30 | 0.00 | 0.50 | 0.45 |
D16 | 1.00 | 0.30 | 0.00 | 0.50 | 0.45 |
D17 | 1.00 | 0.00 | 0.00 | 0.50 | 0.38 |
站点 Sites | 暴露性 指数 Exposure index | 敏感性 指数 Sensitivity index | 适应性指数 Adaptive capacity index | 综合评价结果 Integrated assessment result | 脆弱等级 Vulnerability level |
---|---|---|---|---|---|
D1 | 0.11 | 0.60 | 0.00 | 0.78 | 中度 |
D2 | 0.13 | 0.67 | 0.00 | 0.87 | 中度 |
D3 | 0.36 | 0.74 | 0.20 | 0.97 | 中度 |
D4 | 0.30 | 0.64 | 0.20 | 0.81 | 中度 |
D5 | 0.18 | 0.85 | 0.20 | 0.91 | 中度 |
D6 | 0.30 | 1.00 | 0.20 | 1.18 | 高度 |
D7 | 0.08 | 0.62 | 0.00 | 0.78 | 中度 |
D8 | 0.29 | 0.94 | 0.20 | 1.11 | 高度 |
D9 | 0.14 | 0.60 | 0.75 | 0.07 | 轻度 |
D10 | 0.13 | 0.76 | 0.75 | 0.22 | 轻度 |
D11 | 0.09 | 0.27 | 0.75 | -0.31 | 轻度 |
D12 | 0.09 | 0.41 | 0.75 | -0.19 | 轻度 |
D13 | 0.06 | 0.07 | 0.75 | -0.54 | 轻度 |
D14 | 0.08 | 0.47 | 0.75 | -0.12 | 轻度 |
D15 | 0.07 | 0.78 | 0.45 | 0.48 | 轻度 |
D16 | 0.09 | 0.88 | 0.45 | 0.59 | 中度 |
D17 | 0.21 | 0.71 | 0.38 | 0.62 | 中度 |
表5 东山研究区珊瑚群落生态脆弱性综合评价结果
Table 5 The integrated results of coral community ecological vulnerability assessment in Dongshan
站点 Sites | 暴露性 指数 Exposure index | 敏感性 指数 Sensitivity index | 适应性指数 Adaptive capacity index | 综合评价结果 Integrated assessment result | 脆弱等级 Vulnerability level |
---|---|---|---|---|---|
D1 | 0.11 | 0.60 | 0.00 | 0.78 | 中度 |
D2 | 0.13 | 0.67 | 0.00 | 0.87 | 中度 |
D3 | 0.36 | 0.74 | 0.20 | 0.97 | 中度 |
D4 | 0.30 | 0.64 | 0.20 | 0.81 | 中度 |
D5 | 0.18 | 0.85 | 0.20 | 0.91 | 中度 |
D6 | 0.30 | 1.00 | 0.20 | 1.18 | 高度 |
D7 | 0.08 | 0.62 | 0.00 | 0.78 | 中度 |
D8 | 0.29 | 0.94 | 0.20 | 1.11 | 高度 |
D9 | 0.14 | 0.60 | 0.75 | 0.07 | 轻度 |
D10 | 0.13 | 0.76 | 0.75 | 0.22 | 轻度 |
D11 | 0.09 | 0.27 | 0.75 | -0.31 | 轻度 |
D12 | 0.09 | 0.41 | 0.75 | -0.19 | 轻度 |
D13 | 0.06 | 0.07 | 0.75 | -0.54 | 轻度 |
D14 | 0.08 | 0.47 | 0.75 | -0.12 | 轻度 |
D15 | 0.07 | 0.78 | 0.45 | 0.48 | 轻度 |
D16 | 0.09 | 0.88 | 0.45 | 0.59 | 中度 |
D17 | 0.21 | 0.71 | 0.38 | 0.62 | 中度 |
相关系数 Correlation coefficient | 溶解氧 DO | 活性磷酸盐 PO43- | 无机氮 DIN | 浊度 Turbidity | 叶绿素a Chlorophyll a | 港口航运 Port shipping | 海水养殖 Mariculture | 沿海人口 Coastal population | 沿海经济 Coastal economy |
---|---|---|---|---|---|---|---|---|---|
珊瑚盖度 | 0.158 | -0.671** | -0.465 | -0.497* | -0.344 | -0.240 | -0.654** | 0.270 | 0.283 |
珊瑚种类数 | 0.301 | -0.592* | -0.073 | -0.392 | -0.050 | -0.182 | -0.416 | 0.393 | 0.406 |
底栖生物丰度 | 0.453 | -0.489* | -0.392 | -0.713** | -0.292 | -0.382 | -0.568* | 0.306 | 0.294 |
表6 变量相关性分析
Table 6 Variable correlation analysis
相关系数 Correlation coefficient | 溶解氧 DO | 活性磷酸盐 PO43- | 无机氮 DIN | 浊度 Turbidity | 叶绿素a Chlorophyll a | 港口航运 Port shipping | 海水养殖 Mariculture | 沿海人口 Coastal population | 沿海经济 Coastal economy |
---|---|---|---|---|---|---|---|---|---|
珊瑚盖度 | 0.158 | -0.671** | -0.465 | -0.497* | -0.344 | -0.240 | -0.654** | 0.270 | 0.283 |
珊瑚种类数 | 0.301 | -0.592* | -0.073 | -0.392 | -0.050 | -0.182 | -0.416 | 0.393 | 0.406 |
底栖生物丰度 | 0.453 | -0.489* | -0.392 | -0.713** | -0.292 | -0.382 | -0.568* | 0.306 | 0.294 |
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