Citation: | Lu Yongqiang,Chen Zhenghua,Yu Kefu, et al. Spatio-temporal variations of heat stress in coral reef regions over the South China Sea islands from 1985 to 2019[J]. Haiyang Xuebao,2022, 44(11):179–190 doi: 10.12284/hyxb2022129 |
[1] |
Boilard A, Dubé C E, Gruet C, et al. Defining coral bleaching as a microbial dysbiosis within the coral holobiont[J]. Microorganisms, 2020, 8(11): 1682. doi: 10.3390/microorganisms8111682
|
[2] |
余克服. 南海珊瑚礁及其对全新世环境变化的记录与响应[J]. 中国科学: 地球科学, 2012, 42(8): 1160−1172.
Yu Kefu. Coral reefs in the South China Sea: Their response to and records on past environmental changes[J]. Science China Earth Science, 2012, 42(8): 1160−1172.
|
[3] |
Johnson G C, Lyman J M. Warming trends increasingly dominate global ocean[J]. Nature Climate Change, 2020, 10(8): 757−761. doi: 10.1038/s41558-020-0822-0
|
[4] |
Hughes T P, Anderson K D, Connolly S R, et al. Spatial and temporal patterns of mass bleaching of corals in the Anthropocene[J]. Science, 2018, 359(6371): 80−83. doi: 10.1126/science.aan8048
|
[5] |
Sully S, Burkepile D E, Donovan M K, et al. A global analysis of coral bleaching over the past two decades[J]. Nature Communications, 2019, 10(1): 1–5.
|
[6] |
Jokiel P L, Coles S L. Response of Hawaiian and other Indo-Pacific reef corals to elevated temperature[J]. Coral Reefs, 1990, 8(4): 155−162. doi: 10.1007/BF00265006
|
[7] |
Lesser M P, Farrell J H. Exposure to solar radiation increases damage to both host tissues and algal symbionts of corals during thermal stress[J]. Coral Reefs, 2004, 23(3): 367−377. doi: 10.1007/s00338-004-0392-z
|
[8] |
Van Hooidonk R, Maynard J, Tamelander J, et al. Local-scale projections of coral reef futures and implications of the Paris Agreement[J]. Scientific Reports, 2016, 6(1): 1−8. doi: 10.1038/s41598-016-0001-8
|
[9] |
Zhang Qiaomin, Shi Qi, Chen Gang, et al. Status monitoring and health assessment of Luhuitou fringing reef of Sanya, Hainan, China[J]. Chinese Science Bulletin, 2006, 51(S2): 81−88. doi: 10.1007/s11434-006-9081-3
|
[10] |
王丽荣, 余克服, 赵焕庭, 等. 南海珊瑚礁经济价值评估[J]. 热带地理, 2014, 34(1): 44−49. doi: 10.13284/j.cnki.rddl.000007
Wang Lirong, Yu Kefu, Zhao Huanting, et al. Economic valuation of the coral reefs in South China Sea[J]. Tropical Geography, 2014, 34(1): 44−49. doi: 10.13284/j.cnki.rddl.000007
|
[11] |
Chen Xiaoyan, Yu Kefu, Huang Xueyong, et al. Atmospheric nitrogen deposition increases the possibility of macroalgal dominance on remote coral reefs[J]. Journal of Geophysical Research: Biogeosciences, 2019, 124(5): 1355−1369. doi: 10.1029/2019JG005074
|
[12] |
Zhao Meixia, Yu Kefu, Shi Qi, et al. Coral communities of the remote atoll reefs in the Nansha Islands, southern South China Sea[J]. Environmental Monitoring and Assessment, 2013, 185(9): 7381−7392. doi: 10.1007/s10661-013-3107-5
|
[13] |
吴钟解, 王道儒, 涂志刚, 等. 西沙生态监控区造礁石珊瑚退化原因分析[J]. 海洋学报, 2011, 33(4): 140−146.
Wu Zhongjie, Wang Daoru, Tu Zhigang, et al. The analysis on the reason of hermatypic coral degradation in Xisha[J]. Haiyang Xuebao, 2011, 33(4): 140−146.
|
[14] |
Zuo Xiuling, Su Fenzhen, Wu Wenzhou, et al. Spatial and temporal variability of thermal stress to China’s coral reefs in South China Sea[J]. Chinese Geographical Science, 2015, 25(2): 159−173. doi: 10.1007/s11769-015-0741-6
|
[15] |
Wang Chunzai, Wang Weiqiang, Wang Dongxiao, et al. Interannual variability of the South China Sea associated with El Niño[J]. Journal of Geophysical Research: Oceans, 2006, 111: C3023.
|
[16] |
Klein S A, Soden B J, Lau N C. Remote sea surface temperature variations during ENSO: Evidence for a tropical atmospheric bridge[J]. Journal of climate, 1999, 12(4): 917−932. doi: 10.1175/1520-0442(1999)012<0917:RSSTVD>2.0.CO;2
|
[17] |
Qu Tangdong, Kim Y Y, Yaremchuk M, et al. Can Luzon Strait transport play a role in conveying the impact of ENSO to the South China Sea?[J]. Journal of Climate, 2004, 17(18): 3644−3657. doi: 10.1175/1520-0442(2004)017<3644:CLSTPA>2.0.CO;2
|
[18] |
Hughes T P, Kerry J T, álvarez-Noriega M, et al. Global warming and recurrent mass bleaching of corals[J]. Nature, 2017, 543(7645): 373−377. doi: 10.1038/nature21707
|
[19] |
Yamano H, Tamura M. Detection limits of coral reef bleaching by satellite remote sensing: Simulation and data analysis[J]. Remote Sensing of Environment, 2004, 90(1): 86−103. doi: 10.1016/j.rse.2003.12.005
|
[20] |
孙旋, 蔡玉林, 索琳琳, 等. 基于SST的珊瑚礁白化监测技术综述[J]. 国土资源遥感, 2018, 30(2): 21−28.
Sun Xuan, Cai Yulin, Suo Linlin, et al. Review of coral reef bleaching monitoring technology based on SST[J]. Remote Sensing for Natural Resources, 2018, 30(2): 21−28.
|
[21] |
黄荣永, 余克服, 王英辉, 等. 珊瑚礁遥感研究进展[J]. 遥感学报, 2019, 23(6): 1091−1112. doi: 10.11834/jrs.20198110
Huang Rongyong, Yu Kefu, Wang Yinghui, et al. Progress of the study on coral reef remote sensing[J]. National Remote Sensing Bulletin, 2019, 23(6): 1091−1112. doi: 10.11834/jrs.20198110
|
[22] |
Skirving W J, Heron S F, Marsh B L, et al. The relentless march of mass coral bleaching: a global perspective of changing heat stress[J]. Coral Reefs, 2019, 38(4): 547−557. doi: 10.1007/s00338-019-01799-4
|
[23] |
Skirving W, Marsh B, De La Cour J, et al. Coral temp and the coral reef watch coral bleaching heat stress product suite version 3.1[J]. Remote Sensing, 2020, 12(23): 3856. doi: 10.3390/rs12233856
|
[24] |
Mcclanahan T R, Maina J M, Darling E S, et al. Large geographic variability in the resistance of corals to thermal stress[J]. Global Ecology and Biogeography, 2020, 29(12): 2229−2247. doi: 10.1111/geb.13191
|
[25] |
Van Woesik R, Houk P, Isechal A L, et al. Climate-change refugia in the sheltered bays of Palau: analogs of future reefs[J]. Ecology and evolution, 2012, 2(10): 2474−2484. doi: 10.1002/ece3.363
|
[26] |
Bleuel J, Pennino M G, Longo G O. Coral distribution and bleaching vulnerability areas in southwestern Atlantic under ocean warming[J]. Scientific Reports, 2021, 11(1): 1–12.
|
[27] |
Carballo-Bolaños R, Soto D, Chen C A. Thermal stress and resilience of corals in a climate-changing world[J]. Journal of Marine Science and Engineering, 2020, 8(1): 15.
|
[28] |
França FM, Benkwitt C E, Peralta G, et al. Climatic and local stressor interactions threaten tropical forests and coral reefs[J]. Philosophical Transactions of the Royal Society, 2020, 375(1794): 20190116. doi: 10.1098/rstb.2019.0116
|
[29] |
Lowe R J, Falter J L. Oceanic forcing of coral reefs[J]. Annual Review of Marine Science, 2015, 7(1): 43−66.
|
[30] |
Liu Gang, Heron S F, Eakin C M, et al. NOAA coral reef watch’s next-generation 5 km satellite coral bleaching thermal stress monitoring[J]. News Journal of the International Society for Reef Studies, 2014, 29: 27−29.
|
[31] |
Brown B. E. Coral bleaching: causes and consequences[J]. Coral Reefs, 1997, 16: S129−S138. doi: 10.1007/s003380050249
|
[32] |
Goreau T, Mcclanahan T, Hayes R, et al. Conservation of coral reefs after the 1998 global bleaching event[J]. Conservation Biology, 2000, 14(1): 5−15. doi: 10.1046/j.1523-1739.2000.00011.x
|
[33] |
Liu Gang, Strong A E, Skirving W. Remote sensing of sea surface temperatures during 2002 barrier reef coral bleaching[J]. Eos, Transactions American Geophysical Union, 2003, 84(15): 137−141. doi: 10.1029/2003EO150001
|
[34] |
Liu Gang, Heron S, Eakin C, et al. Reef-scale thermal stress monitoring of coral ecosystems: New 5-km global products from NOAA coral reef watch[J]. Remote Sensing, 2014, 6(11): 11579−11606. doi: 10.3390/rs61111579
|
[35] |
Wellington G M, Glynn P W, Strong A E, et al. Crisis on coral reefs linked to climate change[J]. Eos, Transactions American Geophysical Union, 2001, 82(1): 1−5.
|
[36] |
Eakin C M, Lough J M, Heron S F. Climate Variability and Change: Monitoring Data and Evidence for Increased Coral Bleaching Stress[M]. Coral Bleaching, Berlin: Springer, 2009, 41−67.
|
[37] |
Heron S F, Maynard J A, Van Hooidonk R, et al. Warming trends and bleaching stress of the world’s coral reefs 1985–2012[J]. Scientific Reports, 2016, 6(1): 1–14.
|
[38] |
曹志浩. 数值线性代数[M]. 上海: 复旦大学出版社, 1996.
Cao Zhihao. Numerical Linear Algebra[M]. Shanghai: Fudan University Press, 1996.
|
[39] |
Muñiz-Castillo A I, Rivera-Sosa A, Chollett I, et al. Three decades of heat stress exposure in Caribbean coral reefs: a new regional delineation to enhance conservation[J]. Scientific Reports, 2019, 9(1): 1−14.
|
[40] |
Caliński T, Harabasz J. A dendrite method for cluster analysis[J]. Communications in Statistics-Theory and Methods, 1974, 3(1): 1−27. doi: 10.1080/03610927408827109
|
[41] |
Wang Dongxiao, Liu Qinyan, Huang Ruixin, et al. Interannual variability of the South China Sea throughflow inferred from wind data and an ocean data assimilation product[J]. Geophysical research letters, 2006, 33(14): L14605.
|
[42] |
Pettitt A N. A non-parametric approach to the change-point problem[J]. Journal of the Royal Statistical Society, 1979, 28(2): 126−135.
|
[43] |
祁威, 丁明虎, 杜志恒, 等. 过去2000年北极地区气候变化特征及其对AMO的响应[J]. 第四纪研究, 2021, 41(3): 691−701. doi: 10.11928/j.issn.1001-7410.2021.03.06
Qi Wei, Ding Minghu, Du Zhiheng, et al. Climate variability in the Arctic region over the Common Era and its response to AMO[J]. Quaternary Sciences, 2021, 41(3): 691−701. doi: 10.11928/j.issn.1001-7410.2021.03.06
|
[44] |
Grinsted A, Moore J C, Jevrejeva S. Application of the cross wavelet transform and wavelet coherence to geophysical time series[J]. Nonlinear Processes in Geophysics, 2004, 11(5/6): 561−566. doi: 10.5194/npg-11-561-2004
|
[45] |
张禹舜, 贾文雄, 刘亚荣, 等. 近11 a来祁连山净初级生产力对气候因子的响应[J]. 干旱区地理, 2016, 39(1): 77−85.
Zhang Yushun, Jia Wenxiong, Liu Yarong, et al. Response of net primary productivity to climatic factors in Qilian Mountains in resent eleven years[J]. Arid Land Geography, 2016, 39(1): 77−85.
|
[46] |
Arora M, Chaudhury N R, Gujrati A, et al. Bleaching stress on Indian coral reef regions during mass coral bleaching years using NOAA OISST data[J]. Current Science, 2019, 117(2): 242−250. doi: 10.18520/cs/v117/i2/242-250
|
[47] |
Qin Zhenjun, Yu Kefu, Wang Yinghui, et al. Spatial and intergeneric variation in physiological indicators of corals in the South China Sea: insights into their current state and their adaptability to environmental stress[J]. Journal of Geophysical Research: Oceans, 2019, 124(5): 3317−3332. doi: 10.1029/2018JC014648
|
[48] |
左秀玲, 苏奋振, 张宇, 等. 全球气候变化下南海诸岛保护优先区识别分析[J]. 地理学报, 2020, 75(3): 647−661. doi: 10.11821/dlxb202003015
Zuo Xiuling, Su Fenzhen, Zhang Yu, et al. Identifying priority conservation areas for South China Sea islands under the global climate change[J]. Acta Geographica Sinica, 2020, 75(3): 647−661. doi: 10.11821/dlxb202003015
|
[49] |
贾丹丹, 陈正华, 张威, 等. 南海珊瑚礁区34年卫星遥感海表温度变化的时空特征分析[J]. 海洋学报, 2018, 40(3): 112−120.
Jia Dandan, Chen Zhenghua, Zhang Wei, et al. Analysis of temporal and spatial characteristics of sea surface temperature variabilities over the past 34 years in coral reef areas of the South China Sea[J]. Haiyang Xuebao, 2018, 40(3): 112−120.
|
[50] |
Chen Tianran, Yu Kefu, Shi Qi, et al. Twenty-five years of change in scleractinian coral communities of Daya Bay (northern South China Sea) and its response to the 2008 AD extreme cold climate event[J]. Chinese Science Bulletin, 2009, 54(12): 2107−2117.
|
[51] |
Liu Yu, Cai Wenju, Sun Changfeng, et al. Anthropogenic aerosols cause recent pronounced weakening of Asian summer monsoon relative to last four centuries[J]. Geophysical Research Letters, 2019, 46(10): 5469−5479. doi: 10.1029/2019GL082497
|
[52] |
Yu Yi, Zhang Haoran, Jin Jiangbo, et al. Trends of sea surface temperature and sea surface temperature fronts in the South China Sea during 2003–2017[J]. Acta Oceanologica Sinica, 2019, 38(4): 106−115. doi: 10.1007/s13131-019-1416-4
|
[53] |
Cai Wenju, Wang Guojian, Dewitte Boris, et al. Increased variability of eastern Pacific El Niño under greenhouse warming[J]. Nature, 2018, 564(7735): 201−206. doi: 10.1038/s41586-018-0776-9
|
[54] |
李元超, 陈石泉, 郑新庆, 等. 永兴岛及七连屿造礁石珊瑚近10年变化分析[J]. 海洋学报, 2018, 40(8): 97−109.
Li Yuanchao, Chen Shiquan, Zheng Xinqing, et al. Analysis of the change of hermatypic corals in Yongxing Island and Qilianyu Island in nearly a decade[J]. Haiyang Xuebao, 2018, 40(8): 97−109.
|
[55] |
张振冬, 邵魁双, 杨正先, 等. 西沙珊瑚礁生态承载状况评价研究[J]. 海洋环境科学, 2018, 37(4): 487−492. doi: 10.12111/j.cnki.mes20180403
Zhang Zhendong, Shao Kuishuang, Yang Zhengxian, et al. Evaluation of the Xisha coral reef ecosystem carrying capacity[J]. Marine Environmental Science, 2018, 37(4): 487−492. doi: 10.12111/j.cnki.mes20180403
|
[56] |
Barnes B B, Hallock P, Hu Chuanmin, et al. Prediction of coral bleaching in the Florida Keys using remotely sensed data[J]. Coral Reefs, 2015, 34(2): 491−503. doi: 10.1007/s00338-015-1258-2
|
[57] |
Hedley J D, Roelfsema C M, Chollett I, et al. Remote sensing of coral reefs for monitoring and management: A review[J]. Remote Sensing, 2016, 8(2): 118. doi: 10.3390/rs8020118
|
[58] |
Tkachenko K S, Soong K. Dongsha Atoll: A potential thermal refuge for reef-building corals in the South China Sea[J]. Marine Environmental Research, 2017, 127: 112−125. doi: 10.1016/j.marenvres.2017.04.003
|
[59] |
Wang Yuhuai, Dai Changfeng, Chen Yangyih. Physical and ecological processes of internal waves on an isolated reef ecosystem in the South China Sea[J]. Geophysical Research Letters, 2007, 34(18): L18609.
|
[60] |
龚道溢, 何学兆. 西太平洋副热带高压的年代际变化及其气候影响[J]. 地理学报, 2002, 57(2): 185−193. doi: 10.3321/j.issn:0375-5444.2002.02.008
Gong Daoyi, He Xuezhao. Interdecadal change in western Pacific subtropical high and climatic effects[J]. Acta Geographica Sinica, 2002, 57(2): 185−193. doi: 10.3321/j.issn:0375-5444.2002.02.008
|