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研究生: 雷若安
Lauriane Charlotte Ribas Deulofeu
論文名稱: 墾丁國家公園珊瑚礁韌性及在氣候變遷與人為擾動影響下維持珊瑚礁資源量的決定性因素
Identifying key parameters of coral reefs resilience to sustain their resources under climate change and anthropogenic disturbances: case of Kenting National Park (KNP), Taiwan
指導教授: 陳昭倫
Chen, Chao-Lun
學位類別: 博士
Doctor
系所名稱: 生命科學系
Department of Life Science
論文出版年: 2020
畢業學年度: 108
語文別: 英文
論文頁數: 171
英文關鍵詞: structural complexity, anthropogenic and natural disturbances, typhoons, bleaching event, nutrient-based pollution, social-ecological systems, ecosystem-based management
DOI URL: http://doi.org/10.6345/NTNU202001049
論文種類: 學術論文
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  • Climate change and increasing anthropogenic pressures have profoundly transformed coral reef ecosystems. Increased Sea Surface Temperature (SST), ocean acidification, typhoon and bleaching events along with coastal development, eutrophication, overfishing, and many additional anthropogenic threats are affecting coral reefs from the physiological to the ecosystem level. Resilience capacities of this ecosystem have been imperiled and their persistence in the near future is doubtful. With the recent prevision on climate change, there is an urgent need to develop a resilient system, which can face future environmental modifications. Therefore, conciliating growing socio-economic demands with ecological conservation represents a challenge to sustain enduring coral reefs. In this study, we developed a transdisciplinary approach using ecosystem modeling to identify key parameters leveraging reef degradation, and their potential impact on the state of the coral reefs. To perform our project, we selected Kenting National Park (KNP), in Southern Taiwan, as this location is the shelter of an extraordinary reef biodiversity. Despite the implementation of MPAs within KNP, coral reefs have been severely degraded by increasing natural and anthropogenic disturbances. For the study, benthic and fish data from > 100 sampling locations through KNP over a three-year period (2012-2015) were combined for the initial assessment of reef ecosystem. In 2015-2017, additional seasonal surveys were performed at 11 reefs to assess impacts of punctual disturbances, such as typhoons and bleaching events. Conditions and responses of communities were related to environmental conditions as well as both terrestrial and marine anthropogenic activities. These results were combined to inform an ecosystem model encompassing 869.75 km2 of land and ocean. Modeling of coral ecosystem dynamics was based on a mass-balanced model constrained by land-sea interactions.
    Results of the environmental and ecological surveys (Chapter 2) showed that repeated storms in KNP kept thermal stress low, prevented extensive bleaching, and mitigated the impacts of the 2015-2017 El Niño event. Typhoons offered temporary relief to reef organisms from the threat of bleaching. However, storm-induced local shifts from coral to macro-algae dominated states were observed. Typhoon frequency in KNP is likely to be responsible for the low contribution of key coral functional groups, such as branching, foliose, and tabulate, into the benthic community. Synchronous storms and heatwaves could significantly influence local reef persistence, but could also decrease the structural complexity and diversity of Taiwanese reefs, imperiling the reefs’ capacities to cope with climate change. The major loss of structural complexity within KNP, observed in Chapter 2, has highlighted the urge to better understand relations between the species composition of coral reefs, their structural complexity and their resilience capacities. To fulfill this goal, we developed a new analystical approach based on classic ecological surveys and fine-scale depth dataset (Chapter 3). We could distinguish the relative contribution of structural complexity provided by the inhabiting organisms (micro-rugosity) from complexity derived from geological features (macro-rugosity). The relationships between rugosity patterns and reef functional groups were identified, highlighting conservation priorities of specific groups, along with sites that present higher recovery potential within KNP. Finally combining all the data from Chapters 2 and 3 with historical dataset, we built an ecological model based on the interactions between 21 reef-associated functional groups and the natural and anthropogenic disturbances occurring within KNP (Chapter 4). Ultimately, the ecological processes recreated by the proposed model highlighted water quality degradations as a major driver of reef resilience loss in KNP. Based on identified relations between the ecosystem dynamics and the anthropogenic and natural disturbances, a set of five scenario was tested to estimate their potential impacts for the development of sustainable management strategies in KNP. The overall results of this Ph.D., is offering a handful set of promising tools for scientists and managers to keep improving our understanding of reef resilience and to sustainably management reef associated resources.

    Contents Acknowledgments I Abstract III Contents VI List of Tables XI List of Figures XII Chapter 1 : General introduction 1 Coral reefs in a changing world context 2 Coral reefs importance to human societies 2 An ecosystem under multiple threats 2 The coral reef resilience challenge 3 Necessities to manage coral reefs 6 Sustainable development for coral reefs 6 Marine Protected Areas (MPAs) 6 Toward resilience-based management 8 Taiwan, a key location for the future of Indo-Pacific coral reefs 9 A geographic context favoring high biodiversity 9 A marine hotspot of biodiversity at high risk 11 Kenting National Park: an optimal study case 12 Research overview 14 Study Objectives 14 Chapter 2: A two-tailed story of rising seawater temperature: impacts of heat stress and storm events on KNP benthic assemblages 15 Abstract 16 Introduction 17 Coral reefs and the widespread heat stresses 17 Worldwide mass-bleaching events 17 The wide range of bleaching events consequences 18 Typhoons to the relief of heat stresses 19 Taiwanese reefs: facing climate changes 19 Materials and Methods 21 Study area 21 Biotic surveys 23 Abiotic surveys 24 Storm indicators: rainfall, wind speed, and wave height 24 Seawater temperature and anomalies 26 Data Analysis 27 Results 28 Abiotic pattern 28 Seawater temperature pattern in KNP 28 Storms impacts on abiotic parameters 30 Heat stress during the 2015-2017 El Niño event 31 Biotic patterns 32 Diversity 32 Benthic dynamics 34 Bleaching impacts 37 Discussion 40 Storms and heat stress in southern Taiwan 41 Typhoon impacts 42 Bleaching extents 43 Conclusions 46 Chapter 3: Differentiating types of structural complexity in coral reefs from fine-scale depth profiles 47 Abstract 48 Introduction 49 Climate change and its impacts on reef rugosity 49 Historical background on reef rugosity investigations 50 The influence of types of structural complexity on the functioning of the ecosystem 51 Materials and Methods 52 Rugosity estimations 52 Dataset 54 Theoretical cases 54 Field survey 56 Relations between rugosity patterns and benthic composition 58 Results 59 Rq1, Rq12 and Rq1 Rq12 performances 59 Theoretical cases 59 In situ transects 63 Comparison with Chain index 67 Theoretical cases 67 In situ transects 67 Multivariate Analysis of rugosity indices 68 Theoretical cases 68 In situ transects 71 Relations between rugosity patterns and benthic composition 73 Discussion 76 Improvements in rugosity estimations 76 Importance of using multiple rugosity indices and distinguishing types of rugosity 77 Multivariate analyses of rugosity indices and potential uses in reef management 78 Conclusions 79 Chapter 4: Socio-ecological model of KNP reefs under major anthropogenic and natural disturbances 81 Abstract 82 Introduction 83 The ongoing destruction of coral reef ecosystem 83 Ecosystem modeling to the rescue 84 Foreseeing the future of KNP reefs 84 Materials and Methods 85 Study area 85 Dataset 87 Elevation 87 Rainfall 88 Land-use 88 Water quality 90 Ecological dataset 90 Modeling approach 90 Hydrological model 91 Ecological model 96 Model Calibration 97 Proposed scenarios 98 Results 101 Hydrological model 101 Initial assessment and Ecopath model 106 Spatial-dynamic calibration 110 Scenario analysis 113 Discussion 121 Model calibration 122 Scenario predictions 122 Chapter 5: What potential futures for KNP reefs? 125 Coral reefs decline: human societies at risk 126 KNP reefs: a frail silver lining 126 The importance of adequate structural complexity estimation 128 Understanding yesterday to prepare tomorrow 128 What’s next? Perspectives and future directions. 130 References 133 Appendices 154

    References
    Adam TC, Schmitt RJ, Holbrook SJ, Brooks AJ, Edmunds PJ, Carpenter RC, Bernardi G (2011) Herbivory, connectivity, and ecosystem resilience: Response of a coral reef to a large-scale perturbation. PLoS One 6:e23717
    Adame MF, Neil D, Wright SF, Lovelock CE (2010) Sedimentation within and among mangrove forests along a gradient of geomorphological settings. Estuar Coast Shelf Sci 86:21–30
    Adger WN, Hughes TP, Folke C, Carpenter SR, Rockström J (2005) Social-ecological resilience to coastal disasters. Science (80- ) 309:1036–1039
    Agardy T, di Sciara GN, Christie P (2011) Mind the gap: Addressing the shortcomings of marine protected areas through large scale marine spatial planning. Mar Policy 35:226–232
    Aliño PM, McManus LT, McManus JW, Nañola CL, Fortes MD, Trono GC, Jacinto GS (1993) Initial Parameter Estimations of a Coral Reef Flat Ecosystem in Bolinao, Pangasinan, Northwestern Philippines.
    Allen GR (2008) Conservation hotspots of biodiversity and endemism for Indo-Pacific coral reef fishes. Aquat Conserv Mar Freshw Ecosyst 18:541–556
    Allen R, Allaby M, Davoll J, Lawrence S (1972) A Blueprint for Survival.
    Alvarez-Filip L, Dulvy NK, Gill JA, Côté IM, Watkinson AR (2009) Flattening of Caribbean coral reefs: region-wide declines in architectural complexity. Proc R Soc B Biol Sci 276:3019–25
    Anderies JM, Walker BH, Kinzig AP (2006) Fifteen weddings and a funeral: Case studies and resilience-based management. Ecol Soc 11:12
    Andréfouët S, Adjeroud M (2019) French Polynesia. In: Sheppard C. (eds) World Seas: an environmental evaluation, Volume II: The Indian Ocean to the Pacific. Academic Press, pp 827–854
    Anthony KRN, Kline DI, Diaz-Pulido G, Dove S, Hoegh-Guldberg O (2008) Ocean acidification causes bleaching and productivity loss in coral reef builders. Proc Natl Acad Sci U S A 105:17442–17446
    Anthony KRN, Marshall PA, Abdulla A, Beeden R, Bergh C, Black R, Eakin CM, Game ET, Gooch M, Graham NAJ, Green AL, Heron SF, van Hooidonk R, Knowland C, Mangubhai S, Marshall N, Maynard JA, Mcginnity P, Mcleod E, Mumby PJ, Nyström M, Obura D, Oliver J, Possingham HP, Pressey RL, Rowlands GP, Tamelander J, Wachenfeld D, Wear S (2015) Operationalizing resilience for adaptive coral reef management under global environmental change. Glob Chang Biol 21:48–61
    Arias-González JE, Nuñez-Lara E, González-Salas C, Galzin R (2004) Trophic models for investigation of fishing effect on coral reef ecosystems. Ecol Modell 172:197–212
    Ateweberhan M, McClanahan TR (2010) Relationship between historical sea-surface temperature variability and climate change-induced coral mortality in the western Indian Ocean. Mar Pollut Bull 60:964–970
    Baker AC, Starger CJ, McClanahan TR, Glynn PW (2004) Corals’ adaptive response to climate change. Nature 430:741–741
    de Bakker DM, van Duyl FC, Bak RPM, Nugues MM, Nieuwland G, Meesters EH (2017) 40 years of benthic community change on the Caribbean reefs of Curaçao and Bonaire: the rise of slimy cyanobacterial mats. Coral Reefs 36:355–367
    Bald J, Borja A, Muxika I (2006) A system dynamics model for the management of the gooseneck barnacle (Pollicipes pollicipes) in the marine reserve of Gaztelugatxe (Northern Spain). Ecol Modell 194:306–315
    Baskett ML, Fabina NS, Gross K (2014) Response diversity can increase ecological resilience to disturbance in coral reefs. Am Nat 184:E16-31
    Beaulac MN, Reckhow KH (1982) An examination of land use - Nutrient export relationships. J Am Water Resour Assoc 18:1013–1024
    Belkin IM (2009) Rapid warming of large marine ecosystems. Prog Oceanogr 81:207–213
    Belkin IM, Cornillon PC (2003) SST fronts of the Pacific coastal and marginal seas. Pacific Oceanogr 1:90–113
    Bellwood DR, Fulton CJ (2008) Sediment-mediated suppression of herbivory on coral reefs: Decreasing resilience to rising sea levels and climate change? Limnol Oceanogr 53:2695–2701
    Bellwood DR, Hughes TP, Folke C, Nyström M (2004) Confronting the coral reef crisis. Nature 429:827–833
    Bellwood DR, Hughes TP, Hoey AS (2006) Sleeping functional group drives coral-reef recovery. Curr Biol 16:2434–2439
    Bonaldo RM, Pires MM, Guimarã PR, Hoey AS, Hay ME, Guimarães PR, Hoey AS, Hay ME (2017) Small marine protected areas in Fiji provide refuge for reef fish assemblages, feeding groups, and corals. PLoS One 12:e0170638
    Borcard D, Gillet F, Legendre P (2018) Numerical ecology with R. Springer,
    Bourne DG, Garren M, Work TM, Rosenberg E, Smith GW, Harvell CD (2009) Microbial disease and the coral holobiont. Trends Microbiol 17:554–562
    Bozec Y-M, Alvarez-Filip L, Mumby PJ (2015) The dynamics of architectural complexity on coral reefs under climate change. Glob Chang Biol 21:223–235
    Bozec Y-M, Mumby PJ (2015) Synergistic impacts of global warming on the resilience of coral reefs. Philos Trans R Soc B Biol Sci 370:1–9
    Brown BE, Suharsono (1990) Damage and recovery of coral reefs affected by El Niño related seawater warming in the Thousand Islands, Indonesia. Coral Reefs 8:163–170
    Brundtland GH (1987) Our common future - Call for action. Environ Conserv 14:291–294
    Bruno JF (2014) How do coral reefs recover? Science (80- ) 345:879–880
    Bruno JF, Côté IM, Toth LT (2019) Climate change, coral loss, and the curious case of the parrotfish paradigm: Why don’t marine protected areas improve reef resilience? Ann Rev Mar Sci 11:307–334
    Burke L, Selig E, Spalding M (2002) Reefs at Risk in Southeast Asia.
    Burkhard B, Opitz S, Lenhart H, Ahrendt K, Garthe S, Mendel B, Windhorst W (2011) Ecosystem based modeling and indication of ecological integrity in the German North Sea-case study offshore wind parks. Ecol Indic 11:168–174
    Burns JHR, Delparte D, Gates RD, Takabayashi M (2015) Utilizing underwater three-dimensional modeling to enhance ecological and biological studies of coral reefs. ISPRS - Int Arch Photogramm Remote Sens Spat Inf Sci XL-5/W5:61–66
    Caddy J, Griffiths R (1996) Living marine resources and their sustainable development: some environmental and institutional perspectives.
    Carballo-Bolaños R, Denis V, Huang Y-Y, Keshavmurthy S, Chen CA (2019) Temporal variation and photochemical efficiency of species in Symbiodinaceae associated with coral Leptoria phrygia (Scleractinia; Merulinidae) exposed to contrasting temperature regimes. PLoS One 14:e0218801
    Carilli JE, Norris RD, Black BA, Walsh SM, McField M (2009) Local stressors reduce coral resilience to bleaching. PLoS One 4:e6324
    Carlson RR, Foo SA, Asner GP (2019) Land Use Impacts on Coral Reef Health: A Ridge-to-Reef Perspective. Front Mar Sci 6:562
    Carpenter KE, Abrar M, Aeby G, Aronson RB, Banks S, Bruckner A, Chiriboga A, Cortés J, Delbeek JC, DeVantier L, Edgar G, Edwards AJ, Fenner D, Guzmán HM, Hoeksema BW, Hodgson G, Johan O, Licuanan WY, Livingstone SR, Lovell ER, Moore JA, Obura DO, Ochavillo D, Polidoro BA, Precht WF, Quibilan MC, Reboton C, Richards ZT, Rogers AD, Sanciangco J, Sheppard A, Sheppard C, Smith J, Stuart S, Turak E, Veron JEN, Wallace C, Weil E, Wood E (2008) One-third of reef-building corals face elevated extinction risk from climate change and local impacts. Science (80- ) 321:560–563
    Carpenter S, Walker B, Anderies JM, Abel N (2001) From Metaphor to Measurement: Resilience of What to What? 4:765–781
    Carrigan AD, Puotinen M (2014) Tropical cyclone cooling combats region-wide coral bleaching. Glob Chang Biol 20:1604–1613
    Cassen RH (1987) Our common future: report of the World Commission on nvironment and DeEvelopment. Int Aff 64:126–126
    Chang K, Jan R (1985) Survey of marine benthic invertebrate in Kenting National Park, Taiwan. In: Chang K-H (ed). Ecological research report of Kenting National Park.Kenting National Park, Hengchun, Taiwan, 1–48 (in Chinese).
    Chang Y-C, Hong FW, Lee MT (2008) A system dynamic based DSS for sustainable coral reef management in Kenting coastal zone, Taiwan. Ecol Modell 211:153–168
    Château P, Chang Y (2014) A Spatial-Dynamic Approach for the Integrated Management of Coastal Ecosystems. Proc 32nd Int Conf Syst Dyn Soc Coral reef:1–20
    Cheal AJ, MacNeil MA, Emslie MJ, Sweatman H (2017) The threat to coral reefs from more intense cyclones under climate change. Glob Chang Biol 23:1511–1524
    Chen CA (1999) Analysis of scleractinian distribution in Taiwan indicating a pattern congruent with sea surface temperatures and currents: Examples from acropora and faviidae corals. Zool Stud 38:119–129
    Chen CA, Dai C-F (2004) Local phase shift from Acropora-dominant to Condylactis-dominant community in the Tiao-Shi Reef, Kenting National Park, southern Taiwan. Coral Reefs 23:508
    Chen CC, Shiah FK, Lee HJ, Li KY, Meng PJ, Kao SJ, Tseng YF, Chung CL (2005) Phytoplankton and bacterioplankton biomass, production and turnover in a semi-enclosed embayment with spring tide induced upwelling. Mar Ecol Prog Ser 304:91–100
    Chen JP, Shao KT, Jan RQ, Kuo JW, Chen JY (2010) Marine fishes in Kenting National Park. Kenting Natl Park Rep (in Chinese)
    Chiang Y, Wang W (1987) Distribution of seaweeds of Hengchun Peninsula, Taiwan. In: National Sun Yat-sen University K. (eds) Marine Science. National Science Council Symposium Series. pp 71–87
    Chong-Seng KM, Mannering TD, Pratchett MS, Bellwood DR, Graham NAJ (2012) The influence of coral reef benthic condition on associated fish assemblages. PLoS One 7:e42167
    Christensen V, Pauly D (1992) ECOPATH II - a software for balancing steady-state ecosystem models and calculating network characteristics. Ecol Modell 61:169–185
    Christie P (2004) Marine protected areas as biological successes and social failures in Southeast Asia. Am Fish Soc Symp 42:155–164
    Costanza R, Ruth M (1998) Using dynamic modeling to scope environmental problems and build consensus. Environ Manage 22:183–195
    Costanza R, Wainger L, Folke C (1993) Modeling Complex Ecological Economic Systems. Bioscience 43:545–555
    Côté IM, Darling ES (2010) Rethinking Ecosystem Resilience in the Face of Climate Change. PLoS Biol 8:e1000438
    Cruz ICS, de Kikuchi RKP, Longo LL, Creed JC (2015) Evidence of a phase shift to Epizoanthus gabrieli Carlgreen, 1951 (Order Zoanthidea) and loss of coral cover on reefs in the Southwest Atlantic. Mar Ecol 36:318–325
    Cruz ICS, Waters LG, Kikuchi RKP, Leão ZMAN, Turra A (2018) Marginal coral reefs show high susceptibility to phase shift. Mar Pollut Bull 135:551–561
    Dai C-F (1991) Reef environment and coral fauna of southern Taiwan. Atoll Res Bull 354:348–354
    Dai C-F (1993) Patterns of Coral Distribution and Benthic Space Partitioning on the Fringing Reefs of Southern Taiwan. Mar Ecol 14:185–204
    Dai C-F (1997) Assessment of the present health of coral reefs in Taiwan. Status of Coral Reefs in the Pacific. pp 123–131
    Dai C-F, Horng S (2009) Scleractinia fauna of Taiwan I. The complex group. National Taiwan University, Taipei, Taiwan,
    Dai C-F, Kuo KM, Chen YT, Chuang CH (1999) Changes of coral communities on the east and west coast of the Kenting National Park. J Natl Park 9:112–130 (in Chinese with English abstract)
    Dai C-F, Soong K, Chen C, Fan T, Hsieh H, MS J, Et A (2004) Status of coral reefs of Taiwan. GCRM seport of East China Sea region. pp 123–131
    Darling ES, Graham NAJ, Januchowski-Hartley FA, Nash KL, Pratchett MS, Wilson SK (2017) Relationships between structural complexity, coral traits, and reef fish assemblages. Coral Reefs 36:561–575
    Darling ES, McClanahan TR, Maina J, Gurney GG, Graham NAJ, Januchowski-Hartley F, Cinner JE, Mora C, Hicks CC, Maire E, Puotinen M, Skirving WJ, Adjeroud M, Ahmadia G, Arthur R, Bauman AG, Beger M, Berumen ML, Bigot L, Bouwmeester J, Brenier A, Bridge TCL, Brown E, Campbell SJ, Cannon S, Cauvin B, Chen CA, Claudet J, Denis V, Donner S, Estradivari, Fadli N, Feary DA, Fenner D, Fox H, Franklin EC, Friedlander A, Gilmour J, Goiran C, Guest J, Hobbs J-PA, Hoey AS, Houk P, Johnson S, Jupiter SD, Kayal M, Kuo C, Lamb J, Lee MAC, Low J, Muthiga N, Muttaqin E, Nand Y, Nash KL, Nedlic O, Pandolfi JM, Pardede S, Patankar V, Penin L, Ribas-Deulofeu L, Richards Z, Roberts TE, Rodgers KS, Safuan CDM, Sala E, Shedrawi G, Sin TM, Smallhorn-West P, Smith JE, Sommer B, Steinberg PD, Sutthacheep M, Tan CHJ, Williams GJ, Wilson S, Yeemin T, Bruno JF, Fortin M-J, Krkosek M, Mouillot D (2019) Social–environmental drivers inform strategic management of coral reefs in the Anthropocene. Nat Ecol Evol 3:1341–1350
    Delevaux J, Winter K, Jupiter S, Blaich-Vaughan M, Stamoulis K, Bremer L, Burnett K, Garrod P, Troller J, Ticktin T (2018a) Linking Land and Sea through Collaborative Research to Inform Contemporary applications of Traditional Resource Management in Hawai‘i. Sustainability 10:3147
    Delevaux JMS, Jupiter SD, Stamoulis KA, Bremer LL, Wenger AS, Dacks R, Garrod P, Falinski KA, Ticktin T (2018b) Scenario planning with linked land-sea models inform where forest conservation actions will promote coral reef resilience. Sci Rep 8:12465
    Denis V, Chen JW, Chen Q, Hsieh YE, Lin YV, Wang CW, Wang HY, Sturaro N (2019a) Biogeography of functional trait diversity in the Taiwanese reef fish fauna. Ecol Evol 9:522–532
    Denis V, De Palmas S, Benzoni F, Chen CA (2015) Extension of the known distribution and depth range of the scleractinian coral Psammocora stellata: first record from a Taiwanese mesophotic reef. Mar Biodivers 45:619–620
    Denis V, Ribas-Deulofeu L, Sturaro N, Kuo CY, Chen CA (2017) A functional approach to the structural complexity of coral assemblages based on colony morphological features. Sci Rep 7:9849
    Denis V, Soto D, De Palmas S, Lin YTV, Benayahu Y, Huang YM, Liu S-L, Chen J-W, Chen Q, Sturaro N, Ho M-J, Su Y, Dai CF, Chen CA (2019b) Taiwan. In: Loya Y., Puglise K.A., Bridge T.C.L. (eds) Mesophotic Coral Ecosystems. Springer Cham, Cham, pp 249–264
    Dinno A, Dinno M (2017) Package “dunn. test.”
    Doherty J (1994) PEST: a unique computer program for model-independent parameter optimisation. 1:551–554
    Doherty J (2016) PEST model-independent parameter estimation user manual part I: PEST, SENSAN and global optimisers. Watermark Numer Comput pp 279
    Doherty J, Hunt R, Tonkin MJ (2010) Approaches to highly parameterized inversion: a guide to using PEST for model-parameter and predictive-uncertainty analysis calibration.
    Doong DJ, Peng JP, Babanin A V. (2019) Field investigations of coastal sea surface temperature drop after typhoon passages. Earth Syst Sci Data 11:323–340
    Doropoulos C, Roff G, Zupan M, Nestor V, Isechal AL, Mumby PJ (2014) Reef-scale failure of coral settlement following typhoon disturbance and macroalgal bloom in Palau, Western Pacific. Coral Reefs 33:613–623
    Drexhage J, Murphy D (2010) Sustainable development : From Brundtland to Rio 2012. United Nations Headquarters, New York
    Dustan P, Doherty O, Pardede S (2013) Digital Reef Rugosity Estimates Coral Reef Habitat Complexity. PLoS One 8:e57386
    Dyson B, Chang N-B (2005) Forecasting municipal solid waste generation in a fast-growing urban region with system dynamics modeling. Waste Manag 25:669–679
    Eakin CM, Lough JM, Heron SF, Liu G (2009) Climate variability and change: Monitoring data and evidence for increased coral bleaching stress. In: van Oppen M.J.H., Lough J.M. (eds) Coral Bleaching: Patterns, Processes, Causes and Consequences. Springer Berlin Heidelberg, Berlin, Heidelberg, pp 265–293
    Edgar GJ, Stuart-Smith RD, Willis TJ, Kininmonth S, Baker SC, Banks S, Barrett NS, Becerro MA, Bernard ATF, Berkhout J, Buxton CD, Campbell SJ, Cooper AT, Davey M, Edgar SC, Försterra G, Galván DE, Irigoyen AJ, Kushner DJ, Moura R, Parnell PE, Shears NT, Soler G, Strain EMA, Thomson RJ (2014) Global conservation outcomes depend on marine protected areas with five key features. Nature 506:216–220
    Edmunds PJ (2017) Unusually high coral recruitment during the 2016 El Niño in Mo’orea, French Polynesia. PLoS One 12:e0185167
    Edmunds PJ, Lasker HR (2016) Cryptic regime shift in benthic community structure on shallow reefs in St. John, US Virgin Islands. Mar Ecol Prog Ser 559:1–12
    Enochs IC, Manzello DP, Donham EM, Kolodziej G, Okano R, Johnston L, Young C, Iguel J, Edwards CB, Fox MD, Valentino L, Johnson S, Benavente D, Clark SJ, Carlton R, Burton T, Eynaud Y, Price NN (2015) Shift from coral to macroalgae dominance on a volcanically acidified reef. Nat Clim Chang 5:1083–1088
    Fabricius KE, De’ath G, Puotinen ML, Done T, Cooper TF, Burgess SC (2008) Disturbance gradients on inshore and offshore coral reefs caused by a severe tropical cyclone. Limnol Oceanogr 53:690–704
    Ferrari R, Bryson M, Bridge T, Hustache J, Williams SB, Byrne M, Figueira W (2016) Quantifying the response of structural complexity and community composition to environmental change in marine communities. Glob Chang Biol 22:1965–1975
    Ferrario F, Beck MW, Storlazzi CD, Micheli F, Shepard CC, Airoldi L (2014) The effectiveness of coral reefs for coastal hazard risk reduction and adaptation. Nat Commun 5:3794
    Figueira W, Ferrari R, Weatherby E, Porter A, Hawes S, Byrne M (2015) Accuracy and precision of habitat structural complexity metrics derived from underwater photogrammetry. Remote Sens 7:16883–16900
    Floros CD, Samways MJ, Armstrong B (2004) Taxonomic patterns of bleaching within a South African coral assemblage. Biodivers Conserv 13:1175–1194
    Fofonoff NP, Millard Jr RC (1983) Algorithms for computation of fundamental properties of seawater. UNESCO,
    Folke C (2006) Resilience: The emergence of a perspective for social-ecological systems analyses. Glob Environ Chang 16:253–267
    Folke C, Carpenter KE, Elmqvist T, Gunderson L, Walker B (2002) Resilience and sustainable development : Building adaptive capacity in a world of transformations. Ambio 31:437–440
    Folke C, Carpenter SR, Walker B, Scheffer M, Chapin T, Rockström J (2010) Resilience Thinking: Integrating Resilience, Adaptability and Transformability. Ecol Soc 15:art20
    Forrester J (1961) Industrial Dynamics. M.I.T Press, Cambridge, Massachusets
    Friedman A, Pizarro O, Williams SB, Johnson-Roberson M (2012) Multi-scale measures of rugosity, slope and aspect from benthic stereo image reconstructions. PLoS One 7:e50440
    Fujiwara S, Shibuno T, Mito K, Nakai T, Sasaki Y, Chang-feng D, Gang C (2000) Status of coral reefs of East and North Asia: China, Japan and Taiwan. Status Coral Reefs World 2000 : 131-140
    Fulton EA, Blanchard JL, Melbourne-Thomas J, Plagányi ÉE, Tulloch VJD (2019) Where the Ecological Gaps Remain, a Modelers’ Perspective. Front Ecol Evol 7:424
    Furukawa K, Wolanski E, Mueller H (1997) Currents and sediment transport in mangrove forests. Estuar Coast Shelf Sci 44:301–310
    Giakoumi S, McGowan J, Mills M, Beger M, Bustamante RH, Charles A, Christie P, Fox M, Garcia-Borboroglu P, Gelcich S, Guidetti P, Mackelworth P, Maina JM, McCook L, Micheli F, Morgan LE, Mumby PJ, Reyes LM, White A, Grorud-Colvert K, Possingham HP (2018) Revisiting “success” and “failure” of marine protected areas: A conservation scientist perspective. Front Mar Sci 5:1–5
    Gibson R, Atkinson R, Gordon J, Hughes R (2012) Oceanography and Marine Biology. CRC Press, pp 388,
    Glynn PW (1996) Coral reef bleaching: Facts, hypotheses and implications. Glob Chang Biol 2:495–509
    Goatley CHR, Bellwood DR (2013) Ecological Consequences of Sediment on High-Energy Coral Reefs. PLoS One 8:e77737
    Goldberg J, Wilkinson CR (2004) Global threats to coral reefs: Coral bleaching, global climate change, disease, predator plagues, and invasive species. Status Coral Reefs World 2004 Vol I 67–92
    Gonçalves Reis CR, Bielefeld Nardoto G, Silva Oliveira R (2017) Global overview on nitrogen dynamics in mangroves and consequences of increasing nitrogen availability for these systems. Plant Soil 410:1–19
    González-Rivero M, Bongaerts P, Beijbom O, Pizarro O, Friedman A, Rodriguez-Ramirez A, Upcroft B, Laffoley D, Kline D, Bailhache C, Vevers R, Hoegh-Guldberg O (2014) The Catlin Seaview Survey - kilometre-scale seascape assessment, and monitoring of coral reef ecosystems. Aquat Conserv Mar Freshw Ecosyst 24:184–198
    Goreau T, McClanahan T, Hayes R, Strong A (2000) Conservation of Coral Reefs after the 1998 Global Bleaching Event. Conserv Biol 14:5–15
    Goreau TJ, Hayes RL (1994) Coral bleaching and ocean "hot spots ". Ambio-Journal Hum Environ 23:176–180
    Graham NAJ, Bellwood DR, Cinner JE, Hughes TP, Norström A V., Nyström M (2013) Managing resilience to reverse phase shifts in coral reefs. Front Ecol Environ 11:541–548
    Graham NAJ, Nash KL (2013) The importance of structural complexity in coral reef ecosystems. Coral Reefs 32:315–326
    Graham NAJJ, Jennings S, MacNeil MA, Mouillot D, Wilson SK (2015) Predicting climate-driven regime shifts versus rebound potential in coral reefs. Nature 518:94–97
    Grove M, Harbor J, Engel B (1998) Composite vs. Distributed curve numbers: Effects on estimates of storm runoff depths. J Am Water Resour Assoc 34:1015–1023
    Harii S, Hongo C, Ishihara M, Ide Y, Kayanne H (2014) Impacts of multiple disturbances on coral communities at Ishigaki Island, Okinawa, Japan, during a 15 year survey. Mar Ecol Prog Ser 509:171–180
    Harley CDG, Hughes AR, Hultgren KM, Miner BG, Sorte CJB, Thornber CS, Rodriguez LF, Tomanek L, Williams SL (2006) The impacts of climate change in coastal marine systems. Ecol Lett 9:228–241
    Harmelin-Vivien ML (1994) The effects of storms on coral reefs: a review. J Coast Res 211–231
    Harris DL, Rovere A, Casella E, Power H, Canavesio R, Collin A, Pomeroy A, Webster JM, Parravicini V (2018) Coral reef structural complexity provides important coastal protection from waves under rising sea levels. Sci Adv 4:eaao4350
    Hervé M (2019) RVAideMemoire: testing and plotting procedures for biostatistics.
    Hoegh-Guldberg O (1999) Climate change, coral bleaching and the future of the world’s coral reefs. Mar Freshw Res 50:839–866
    Hoegh-Guldberg O, Mumby PJ, Hooten AJ, Steneck RS, Greenfield P, Gomez E, Harvell CD, Sale PF, Edwards AJ, Caldeira K, Knowlton N, Eakin CM, Iglesias-Prieto R, Muthiga N, Bradbury RH, Dubi A, Hatziolos ME (2007) Coral reefs under rapid climate change and ocean acidification. Science 318:1737–1742
    Hoegh-Guldberg O, Poloczanska ES, Skirving W, Dove S (2017) Coral reef ecosystems under climate change and ocean acidification. Front Mar Sci 4:158
    Hoey AS, Pratchett MS, Cvitanovic C (2011) High Macroalgal Cover and Low Coral Recruitment Undermines the Potential Resilience of the World’s Southernmost Coral Reef Assemblages. PLoS One 6:e25824
    Holling CS (1973) Resilience and Stability of ecological systems. AnnuRevEcolSyst 4:1–23
    Holling CS (2001) Understanding the complexity of economic, ecological, and social systems. Ecosystems 4:390–405
    Hongo C, Yamano H (2013) Species-Specific Responses of Corals to Bleaching Events on Anthropogenically Turbid Reefs on Okinawa Island, Japan, over a 15-year Period (1995–2009). PLoS One 8:e60952
    Hsieh HJ, Chen KS, Lin YI, Huang YA, Baird AH, Tsai W Sen, Su WC, Chen CA (2011) Establishment of a no-take area (NTA) could not guarantee the preservation of coral communities in Chinwan Inner Bay, Penghu, Taiwan. Zool Stud 50:443–453
    Hsieh HJ, Hsien YL, Jeng MS, Tsai WS, Su WC, Chen CA (2008) Tropical fishes killed by the cold. Coral Reefs 27:599
    Hsieh TC, Ma KH, Chao A (2016) iNEXT: an R package for rarefaction and extrapolation of species diversity (Hill numbers). Methods Ecol Evol 7:1451–1456
    Huang C-C, Hung T-C, Fan K-L (1991) Nonbiological factors associating with coral bleaching events in the shallow water near the outlet of the third nuclear power plant in Southern Taiwan. Acta Oceanogr Taiwanica 20–35
    Huang C, Hung T (1987) Coral: study in Nanwan Bay adjacent to the third nuclear power plant in Taiwan. SCOPE/ROC Acad Sin
    Hughes TP, Anderson KD, Connolly SR, Heron SF, Kerry JT, Lough JM, Baird AH, Baum JK, Berumen ML, Bridge TC, Claar DC, Eakin CM, Gilmour JP, Graham NAJ, Harrison H, Hobbs JPA, Hoey AS, Hoogenboom M, Lowe RJ, McCulloch MT, Pandolfi JM, Pratchett M, Schoepf V, Torda G, Wilson SK (2018a) Spatial and temporal patterns of mass bleaching of corals in the Anthropocene. Science (80- ) 359:80–83
    Hughes TP, Baird AH, Bellwood DR, Card M, Connolly SR, Folke C, Grosberg R, Hoegh-Guldberg O, Jackson JBC, Kleypas J, Lough JM, Marshall P, Nyström M, Palumbi SR, Pandolfi JM, Rosen B, Roughgarden J (2003) Climate change, human impacts, and the resilience of coral reefs. Science (80- )
    Hughes TP, Barnes ML, Bellwood DR, Cinner JE, Cumming GS, Jackson JBC, Kleypas J, van de Leemput IA, Lough JM, Morrison TH, Palumbi SR, van Nes EH, Scheffer M (2017a) Coral reefs in the Anthropocene. Nature 546:82–90
    Hughes TP, Bellwood DR, Baird AH, Brodie J, Bruno JF, Pandolfi JM (2011) Shifting base-lines, declining coral cover, and the erosion of reef resilience: comment on Sweatman et al. (2011). Coral Reefs 30:653–660
    Hughes TP, Graham NAJ, Jackson JBC, Mumby PJ, Steneck RS (2010) Rising to the challenge of sustaining coral reef resilience. Trends Ecol Evol 25:633–642
    Hughes TP, Kerry JT, Álvarez-Noriega M, Álvarez-Romero JG, Anderson KD, Baird AH, Babcock RC, Beger M, Bellwood DR, Berkelmans R, Bridge TC, Butler IR, Byrne M, Cantin NE, Comeau S, Connolly SR, Cumming GS, Dalton SJ, Diaz-Pulido G, Eakin CM, Figueira WF, Gilmour JP, Harrison HB, Heron SF, Hoey AS, Hobbs J-PA, Hoogenboom MO, Kennedy E V., Kuo C, Lough JM, Lowe RJ, Liu G, McCulloch MT, Malcolm HA, McWilliam MJ, Pandolfi JM, Pears RJ, Pratchett MS, Schoepf V, Simpson T, Skirving WJ, Sommer B, Torda G, Wachenfeld DR, Willis BL, Wilson SK (2017b) Global warming and recurrent mass bleaching of corals. Nature 543:373–377
    Hughes TP, Kerry JT, Baird AH, Connolly SR, Dietzel A, Eakin CM, Heron SF, Hoey AS, Hoogenboom MO, Liu G, McWilliam MJ, Pears RJ, Pratchett MS, Skirving WJ, Stella JS, Torda G (2018b) Global warming transforms coral reef assemblages. Nature 556:492–496
    Idjadi JA, Lee SC, Bruno JF, Precht WF, Allen-Requa L, Edmunds PJ (2006) Rapid phase-shift reversal on a Jamaican coral reef. Coral Reefs 25:209–211
    Jain MK, Singh VP (2005) DEM-based modelling of surface runoff using diffusion wave equation. J Hydrol 302:107–126
    Jennings S, Polunin NVC (1996) Effects of fishing effort and catch rate upon the structure and biomass of Fijian reef fish communities. J Appl Ecol 33:400
    Jiang JJ, Lee CL, Fang M Der, Tu BW, Liang YJ (2015) Impacts of emerging contaminants on surrounding aquatic environment from a youth festival. Environ Sci Technol 49:792–799
    Julien P, Saghafian B, Ogden F (1995) Raster-Based Hydrologic Modeling Of Spatially-Varied Surface Runoff. . J Am Water Resour Assoc 31:523–536
    Julien PY, Simons DB (1984) Analysis Of Sediment Transport Equations for Rainfall Erosion. Colorado State University, Fort Collins, CO, pp pp 55
    Jupiter SD, Wenger A, Klein CJ, Albert S, MangubhiI S, Nelson J, Teneva L, Tulloch VJ, White AT, Watson JEM (2017) Opportunities and constraints for implementing integrated land–sea management on islands. Environ Conserv 44:254–266
    Kayanne H, Suzuki R, Liu G (2017) Bleaching in the Ryukyu Islands in 2016 and associated Degree Heating Week threshold. Galaxea, J Coral Reef Stud 19:17–18
    Keshavmurthy S, Kuo C-Y, Huang Y-Y, Carballo-Bolaños R, Meng P-J, Wang J-T, Chen CA (2019) Coral Reef Resilience in Taiwan: Lessons from Long-Term Ecological Research on the Coral Reefs of Kenting National Park (Taiwan). J Mar Sci Eng 7:388
    Kidd C V. (1992) The evolution of sustainability. J Agric Environ Ethics 5:1–26
    Kleypas JA, Buddemeier RW, Gattuso J-P (2001) The future of coral reefs in an age of global change. Int J Earth Sci 90:426–437
    Kleypas JA, McManu JW, Menez LAB (1999) Environmental Limits to Coral Reef Development: Where Do We Draw the Line? Am Zool 39:146–159
    Knudby A, LeDrew E (2007) Measuring structural complexity on coral reefs. Proc Am Acadamy Underw Sci 26th Symp 181–188
    Knudby A, Pittman SJ, Maina J, Rowlands G (2014) Remote sensing and modeling of coral reef resilience. Coastal Research Library. pp 103–134
    Kohler KE, Gill SM (2006) Coral Point Count with Excel extensions (CPCe): A visual basic program for the determination of coral and substrate coverage using random point count methodology. Comput Geosci 32:1259–1269
    Kossin JP, Emanuel KA, Vecchi GA (2014) The poleward migration of the location of tropical cyclone maximum intensity. Nature 509:349–352
    Kramer KL, Heck KL (2007) Top-down trophic shifts in Florida Keys patch reef marine protected areas. Mar Ecol Prog Ser 349:111–123
    Kuo CY, Meng PJ, Ho PH, Wang JT, Chen JP, Chiu YW, Lin HJ, Chang Y-C, Fan T, Chen CA (2011) Damage to the reefs of Siangjiao Bay marine protected area of Kenting National Park, Southern Taiwan during typhoon Morakot. Zool Stud 50:85
    Kuo CY, Yuen YS, Meng PJ, Ho PH, Wang JT, Liu PJ, Chang Y-C, Dai C-F, Fan T, Lin HJ, Baird AH, Chen CA (2012) Recurrent disturbances and the degradation of hard coral communities in Taiwan. PLoS One 7:e44364
    Lee CS, Huang LR, Shen HS, Wang ST (2006) A climatology model for forecasting typhoon rainfall in Taiwan. Nat Hazards 37:87–105
    Lee H-J, Chao S-Y, Fan K-L, Wang Y-H, Liang N-K (1997) Tidally induced upwelling in a semi-enclosed basin: Nan Wan Bay. J Oceanogr 53:467–480
    Lee HJ, Chao SY, Fan KL, Kuo TY (1999) Tide-induced eddies and upwelling in a semi-enclosed basin: Nan Wan. Estuar Coast Shelf Sci 49:775–787
    Lejeusne C, Chevaldonné P, Pergent-Martini C, Boudouresque CF, Pérez T (2010) Climate change effects on a miniature ocean: the highly diverse, highly impacted Mediterranean Sea. Trends Ecol Evol 25:250–260
    Liao M, Tang S, Hsu C, Wen K, Wu H, Chen W, Wang J, Meng P, Twan W, Lu C, Dai C-F, Soong K, Chen CA (2007) The“Black Disease”of reef-building corals at Green Island, Taiwan - outbreak of a Cyanobacteriosponge, Terpios hoshinota (Suberitidae; Hadromerida). Anim Miraculum 1993
    Lin I, Liu WT, Wu C-C, Wong GTF, Hu C, Chen Z, Liang W-D, Yang Y, Liu K-K (2003) New evidence for enhanced ocean primary production triggered by tropical cyclone. Geophys Res Lett 30:1–4
    Lin YV, Denis V (2019) Acknowledging differences: number, characteristics, and distribution of marine benthic communities along Taiwan coast. Ecosphere 10:e02803
    Liu G, Heron SF, Mark Eakin C, Muller-Karger FE, Vega-Rodriguez M, Guild LS, de la Cour JL, Geiger EF, Skirving WJ, Burgess TFR, Strong AE, Harris A, Maturi E, Ignatov A, Sapper J, Li J, Lynds S (2014) Reef-scale thermal stress monitoring of coral ecosystems: New 5-km global products from NOAA coral reef watch. Remote Sens 6:11579–11606
    Liu G, Strong AE, Skirving W (2003) Remote sensing of sea surface temperatures during 2002 barrier reef coral bleaching. Eos (Washington DC) 84:2002–2004
    Liu PJ, Meng PJ, Liu LL, Wang JT, Leu MY (2012) Impacts of human activities on coral reef ecosystems of southern Taiwan: A long-term study. Mar Pollut Bull 64:1129–1135
    Liu PJ, Shao KT, Jan RQ, Fan T, Wong SL, Hwang JS, Chen JP, Chen CC, Lin HJ (2009) A trophic model of fringing coral reefs in Nanwan Bay, southern Taiwan suggests overfishing. Mar Environ Res 68:106–117
    Luckhurst BE, Luckhurst K (1978) Analysis of the influence of substrate variables on coral reef fish communities. Mar Biol 49:317–323
    Magel JMTT, Burns JHRR, Gates RD, Baum JK (2019) Effects of bleaching-associated mass coral mortality on reef structural complexity across a gradient of local disturbance. Sci Rep 9:1–12
    Marshall PA, Baird AH (2000) Bleaching of corals on the Great Barrier Reef: Differential susceptibilities among taxa. Coral Reefs 19:155–163
    Maynard J, Marshall P, Parker B, Mcleod E, Ahmadia G, van Hooidonk R, Planes S, Williams GJ, Raymundo L, Beeden R, Tamelander J (2017) A guide to assessing coral reef resilience for decision support.
    Maynard N, Château P-A, Ribas-Deulofeu L, Liou J-L (2019) Using internet surveys to estimate visitors’ willingness to pay for coral reef conservation in the Kenting National Park, Taiwan. Water 11:1411
    McClanahan TR, Donner SD, Maynard JA, MacNeil MA, Graham NAJ, Maina J, Baker AC, Alemu I. JB, Beger M, Campbell SJ, Darling ES, Eakin CM, Heron SF, Jupiter SD, Lundquist CJ, McLeod E, Mumby PJ, Paddack MJ, Selig ER, van Woesik R (2012) Prioritizing key resilience indicators to support coral reef management in a changing climate. PLoS One 7:e42884
    Mcleod E, Anthony KRN, Mumby PJ, Maynard J, Beeden R, Graham NAJ, Heron SF, Hoegh-Guldberg O, Jupiter S, MacGowan P, Mangubhai S, Marshall N, Marshall PA, McClanahan TR, Mcleod K, Nyström M, Obura D, Parker B, Possingham HP, Salm R V., Tamelander J (2019) The future of resilience-based management in coral reef ecosystems. J Environ Manage 233:291–301
    Meadows, D.H., Meadows, D.L., Randers, J. and Behrens WW (1972) The Limits to Growth.
    Meng PJ, Lee HJ, Wang JT, Chen CC, Lin HJ, Tew KS, Hsieh WJ (2008) A long-term survey on anthropogenic impacts to the water quality of coral reefs, southern Taiwan. Environ Pollut 156:67–75
    Moberg F, Folke C (1999) Ecological goods and services of coral reef ecosystems. Ecol Econ 29:215–233
    Moglen GE (2000) Effect of orientation of spatially distributed curve numbers in runoff calculations. J Am Water Resour Assoc 36:1391–1400
    Mollica NR, Guo W, Cohen AL, Huang KF, Foster GL, Donald HK, Solow AR (2018) Ocean acidification affects coral growth by reducing skeletal density. Proc Natl Acad Sci U S A 115:1754–1759
    Monroe AA, Ziegler M, Roik A, Röthig T, Hardenstine RS, Emms MA, Jensen T, Voolstra CR, Berumen ML (2018) In situ observations of coral bleaching in the central Saudi Arabian Red Sea during the 2015/2016 global coral bleaching event. PLoS One 13:e0195814
    Montgomery RS, Strong AE (1994) Coral bleaching threatens oceans, life. Eos, Trans Am Geophys Union 75:145
    Mora C, Andréfouët S, Costello MJ, Kranenburg C, Rollo A, Veron J, Gaston KJ, Myers RA (2006) Coral reefs and the global network of marine protected areas. Science (80- ) 312:1750–1751
    Moritz C, Vii J, Lee Long W, Jerker T, Thomassin A, Planes S (2018) Status and trends of coral reefs of the Pacific.
    Mumby PJ, Dahlgren CP, Harborne AR, Kappel C V., Micheli F, Brumbaugh DR, Holmes KE, Mendes JM, Broad K, Sanchirico JN, Buch K, Box S, Stoffle RW, Gill AB (2006) Fishing, trophic cascades, and the process of grazing on coral reefs. Science (80- ) 311:98–101
    Norström A V., Nyström M, Lokrantz J, Folke C (2009) Alternative states on coral reefs: Beyond coral-macroalgal phase shifts. Mar Ecol Prog Ser 376:293–306
    Norton B (2005) Sustainability: A philosophy of adaptive ecosystem management. University of Chicago Press.,
    Nyström M (2006) Redundancy and response diversity of functional groups: Implications for the resilience of coral reefs. AMBIO A J Hum Environ 35:30–35
    Nyström M, Graham NAJ, Lokrantz J, Norström A V. (2008) Capturing the cornerstones of coral reef resilience: Linking theory to practice. Coral Reefs 27:795–809
    Oksanen J (2018) Vegan : ecological diversity.
    De Palmas S, Soto D, Denis V, Ho MJ, Chen CA (2018) Molecular assessment of Pocillopora verrucosa (Scleractinia; Pocilloporidae) distribution along a depth gradient in Ludao, Taiwan. PeerJ 2018:e5797
    Pecl GT, Araújo MB, Bell JD, Blanchard J, Bonebrake TC, Chen I-C, Clark TD, Colwell RK, Danielsen F, Evengård B, Falconi L, Ferrier S, Frusher S, Garcia RA, Griffis RB, Hobday AJ, Janion-Scheepers C, Jarzyna MA, Jennings S, Lenoir J, Linnetved HI, Martin VY, McCormack PC, McDonald J, Mitchell NJ, Mustonen T, Pandolfi JM, Pettorelli N, Popova E, Robinson SA, Scheffers BR, Shaw JD, Sorte CJB, Strugnell JM, Sunday JM, Tuanmu M-N, Vergés A, Villanueva C, Wernberg T, Wapstra E, Williams SE (2017) Biodiversity redistribution under climate change: Impacts on ecosystems and human well-being. Science (80- ) 355:eaai9214
    Pendleton LH, Ahmadia GN, Browman HI, Thurstan RH, Kaplan DM, Bartolino V (2018) Debating the effectiveness of marine protected areas. ICES J Mar Sci 75:1156–1159
    Pendleton LH, Hoegh-Guldberg O, Langdon C, Comte A (2016) Multiple stressors and ecological complexity require a new approach to coral reef research. Front Mar Sci 3:36
    Perry C, Morgan K (2017) Bleaching drives collapse in reef carbonate budgets and reef growth potential on southern Maldives reefs. Sci Rep 7:40581
    Polunin NVC, Roberts CM (1993) Greater biomass and value of target coral-reef fishes in two small Caribbean marine reserves. Mar Ecol Prog Ser 100:167–176
    Posey CJ (1946) Measurement of surface roughness. Mech Eng 68:305–306
    Pratchett MS, Hoey AS, Wilson SK (2014) Reef degradation and the loss of critical ecosystem goods and services provided by coral reef fishes. Curr Opin Environ Sustain 7:37–43
    Purkis SJ, Graham NAJ, Riegl BM (2008) Predictability of reef fish diversity and abundance using remote sensing data in Diego Garcia (Chagos Archipelago). Coral Reefs 27:167–178
    Reaka-Kudla ML (1997) The Global biodiversity of coral reefs: A comparison with rain forests.
    Ribas-Deulofeu L, Denis V, De Palmas S, Kuo CY, Hsieh HJ, Chen CA (2016) Structure of benthic communities along the Taiwan latitudinal gradient. PLoS One 11:e0160601
    Richardson LE, Graham NAJ, Pratchett MS, Hoey AS (2017) Structural complexity mediates functional structure of reef fish assemblages among coral habitats. Environ Biol Fishes 100:193–207
    Richmond RH, Tisthammer KH, Spies NP (2018) The effects of anthropogenic stressors on reproduction and recruitment of corals and reef organisms. Front Mar Sci 5:226
    Riegl B, Bruckner A, Coles SL, Renaud P, Dodge RE (2009) Coral reefs: Threats and conservation in an era of global change. Ann N Y Acad Sci 1162:136–186
    Risk MJ (1972) Fish diversity on a coral reef in the Virgin Islands. Atoll Res Bull 153:1–4
    Roberts E (2003) Scientists warn of coral reef damage from climate change. Mar Sci 2:21-23.
    Roberts M, Hanley N, Williams S, Cresswell W (2017) Terrestrial degradation impacts on coral reef health: Evidence from the Caribbean. Ocean Coast Manag 149:52–68
    Roff G, Doropoulos C, Zupan M, Rogers A, Steneck RS, Golbuu Y, Mumby PJ (2015) Phase shift facilitation following cyclone disturbance on coral reefs. Oecologia 178:1193–1203
    Rogers A, Blanchard JLL, Mumby PJJ (2014) Vulnerability of coral reef fisheries to a loss of structural complexity. Curr Biol 24:1000–1005
    Rogers A, Harborne AR, Brown CJ, Bozec YM, Castro C, Chollett I, Hock K, Knowland CA, Marshell A, Ortiz JC, Razak T, Roff G, Samper-Villarreal J, Saunders MI, Wolff NH, Mumby PJ (2015) Anticipative management for coral reef ecosystem services in the 21st century. Glob Chang Biol 21:504–514
    Rogers CS (2013) Coral reef resilience through biodiversity. ISRN Oceanogr 2013:739034
    Sakai K, Singh T, Iguchi A (2019) Bleaching and post-bleaching mortality of Acropora corals on a heat-susceptible reef in 2016. PeerJ e8138
    Shang S, Li L, Sun F, Wu J, Hu C, Chen D, Ning X, Qiu Y, Zhang C, Shang S (2008) Changes of temperature and bio-optical properties in the South China Sea in response to Typhoon Lingling, 2001. Geophys Res Lett 35:L10602
    Shelton III AJ, Richmond RH (2016) Watershed restoration as a tool for improving coral reef resilience against climate change and other human impacts. Estuar Coast Shelf Sci 183:430–437
    Smith S V. (1978) Coral-reef area and the contributions of reefs to processes and resources of the world’s oceans. Nature 273:225–226
    Soto D, De Palmas S, Ho MJ, Denis V, Chen CA (2018) Spatial variation in the morphological traits of Pocillopora verrucosa along a depth gradient in Taiwan. PLoS One 13:1–20
    Soulis KX (2013) Development of a simplified grid cells ordering method facilitating GIS-based spatially distributed hydrological modeling. Comput Geosci 54:160–163
    Spalding M, Burke L, Wood SA, Ashpole J, Hutchison J, zu Ermgassen P (2017) Mapping the global value and distribution of coral reef tourism. Mar Policy 82:104–113
    Spalding MD, Grenfell AM (1997) New estimates of global and regional coral reef areas. Coral Reefs 16:225–230
    Strong AE, Barrientos CS, Duda C (1996) Improved satellite techniques for monitoring coral reef bleaching. Proc 8th Int Coral Reef Symp 2:1495–1498
    Stuart-Smith RD, Brown CJ, Ceccarelli DM, Edgar GJ (2018) Ecosystem restructuring along the Great Barrier Reef following mass coral bleaching. Nature 560:92–96
    Sully S, Burkepile DE, Donovan MK, Hodgson G, van Woesik R (2019) A global analysis of coral bleaching over the past two decades. Nat Commun 10:1–5
    Syms C, Jones GP (2000) Disturbance, habitat structure, and the dynamics of a coral-reef fish community. Ecology 81:2714–2729
    Tan PJB (2004) Island Eco-Tourism- A case study of Penghu Archipelago. Islands World VIII Int Conf 896–907
    Teh LSL, Teh LCL, Sumaila UR (2013) A global estimate of the number of coral reef fishers. PLoS One 8:e65397
    Tew KS, Leu MY, Wang JT, Chang CM, Chen CC, Meng PJ (2014) A continuous, real-time water quality monitoring system for the coral reef ecosystems of Nanwan Bay, Southern Taiwan. Mar Pollut Bull 85:641–647
    Tkachenko KS, Soong K (2010) Protection of habitat types: A case study of the effectiveness of a small marine reserve and impacts of different habitats on the diversity and abundance of coral reef fishes. Zool Stud 49:195–210
    Tkachenko KS, Wu BJ, Fang LS, Fan T (2007) Dynamics of a coral reef community after mass mortality of branching Acropora corals and an outbreak of anemones. Mar Biol 151:185–194
    Tobey J, Rubinoff P, Robadue D, Ricci G, Volk R, Furlow J, Anderson G (2010) Practicing Coastal Adaptation to Climate Change: Lessons from Integrated Coastal Management. Coast Manag 38:317–335
    Toth LT, van Woesik R, Murdoch TJT, Smith SR, Ogden JC, Precht WF, Aronson RB (2014) Do no-take reserves benefit Florida’s corals? 14 years of change and stasis in the Florida Keys National Marine Sanctuary. Coral Reefs 33:565–577
    Tu J-Y, Chou C, Chu P-S, Tu J-Y, Chou C, Chu P-S (2009) The abrupt shift of typhoon activity in the vicinity of Taiwan and its association with Western North Pacific–East Asian climate change. J Clim 22:3617–3628
    Tung CP, Tseng CH, Dai C-F, Lee PF (2007) Early warning indicators and framework of climate change to ecosystem sustainability in Taiwan. Env Prot Admin, National Science Council Executive Yuan, Taiwan (in Chinese with English abstract)
    Turner J, Hardman E, Klaus R, Fagoonee I, Daby D, Baghooli R, Persands S (2000) The Reefs of Mauritius. In: Souter D., Obura D., Lindén O. (eds) Coral reef degradation in the Indian Ocean: status report 2000. pp 94–107
    Valero-Mora PM (2010) ggplot2: Elegant graphics for data analysis. J Stat Softw 35:212
    Vergés A, Steinberg PD, Hay ME, Poore AGB, Campbell AH, Ballesteros E, Heck KL, Booth DJ, Coleman MA, Feary DA, Figueira W, Langlois T, Marzinelli EM, Mizerek T, Mumby PJ, Nakamura Y, Roughan M, van Sebille E, Gupta A Sen, Smale DA, Tomas F, Wernberg T, Wilson SK (2014) The tropicalization of temperate marine ecosystems : climate-mediated changes in herbivory and community phase shifts. Proc R Soc B Biol Sci 281:1–10
    Veron JEN (2000) Corals of the World. Australian Institute of Marine Sciences, Townsville, Queensland
    Walker B, Gunderson L, Kinzig A, Folke C, Carpenter S, Schultz L (2006) A handful of heuristics and some propositions for understanding resilience in social-ecological systems. Ecol Soc 11:art13
    Walker BH, Langridge JL (2002) Measuring functional diversity in plant communities with mixed life forms: A problem of hard and soft attributes. Ecosystems 5:529–538
    Walker ND, Leben RR, Balasubramanian S (2005) Hurricane-forced upwelling and chlorophyll a enhancement within cold-core cyclones in the Gulf of Mexico. Geophys Res Lett 32:1–5
    Warwick RM, Clarke KR, Suharsono (1990) A statistical analysis of coral community responses to the 1982-83 El Niño in the Thousand Islands, Indonesia. Coral Reefs 8:171–179
    Webster PJ, Holland GJ, Curry JA, Chang HR (2005) Atmospheric science: Changes in tropical cyclone number, duration, and intensity in a warming environment. Science (80- ) 309:1844–1846
    Weisstein EW (2005) Moore neighborhood. MathWorld--A Wolfram Web Resour
    White KN, Ohara T, Fujii T, Kawamura I, Mizuyama M, Montenegro J, Shikiba H, Naruse T, McClelland T, Denis V, Reimer JD (2013) Typhoon damage on a shallow mesophotic reef in Okinawa, Japan. PeerJ 2013:1–12
    Wild C, Hoegh-Guldberg O, Naumann MS, Colombo-Pallotta MF, Ateweberhan M, Fitt WK, Iglesias-Prieto R, Palmer C, Bythell JC, Ortiz JC, Loya Y, Van Woesik R (2011) Climate change impedes scleractinian corals as primary reef ecosystem engineers. Mar Freshw Res 62:205–215
    Wilkinson CR (1999) Global and local threats to coral reef functioning and existence: Review and predictions. Mar Freshw Res 50:867–878
    Wilkinson CR, Souter D (2008a) Status of coral reefs of the world: 2008. Global Coral Reef Monitoring Network, and Reef and Rainforest Research Centre
    Wilkinson CR, Souter D (2008b) Status of Caribbean coral reefs after bleaching and hurricanes in 2005. Global Coral Reef Monitoring Network, and Reef and Rainforest Research Centre, Townsville, pp 152
    Williams EH, Bunkley-Williams L (1990) The worldwide coral reef bleaching cycle and related sources of coral mortality. Atoll Res Bull 355:1–72
    Wilson SK, Fisher R, Pratchett MS, Graham NAJ, Dulvy NK, Turner RA, Cakacaka A, Polunin NVC, Rushton SP (2008) Exploitation and habitat degradation as agents of change within coral reef fish communities. Glob Chang Biol 14:2796–2809
    Wilson SK, Graham NAJ, Polunin NVC (2007) Appraisal of visual assessments of habitat complexity and benthic composition on coral reefs. Mar Biol 151:1069–1076
    Yang YJ, Chang MH, Hsieh CY, Chang HI, Jan S, Wei CL (2019) The role of enhanced velocity shears in rapid ocean cooling during super typhoon Nepartak 2016. Nat Commun 10:1–11
    Yanovski R, Nelson PA, Abelson A (2017) Structural complexity in coral reefs: Examination of a novel evaluation tool on different spatial scales. Front Ecol Evol 5:1–9
    Young C, Schopmeyer S, Lirman D (2012) A review of reef restoration and coral propagation using the threatened genus Acropora in the Caribbean and Western Atlantic. Bull Mar Sci 88:1075–1098
    Young GC, Dey S, Rogers AD, Exton D (2017) Cost and time-effective method for multiscale measures of rugosity, fractal dimension, and vector dispersion from coral reef 3D models. PLoS One 12:1–18
    Zhang J, Wang DR, Jennerjahn T, Dsikowitzky L (2013) Land-sea interactions at the east coast of Hainan Island, South China Sea: A synthesis. Cont Shelf Res 57:132–142
    Zheng G, Tang D (2007) Offshore and nearshore chlorophyll increases induced by typhoon winds and subsequent terrestrial rainwater runoff. Mar Ecol Prog Ser 333:61–74

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