메뉴 건너뛰기




Volumn 65, Issue 5, 2014, Pages 409-424

Predictive mapping of soft-bottom benthic biodiversity using a surrogacy approach

Author keywords

Carnarvon shelf; infauna; surrogates; Western Australia.

Indexed keywords

BIOGEOGRAPHICAL REGION; MAPPING; MARINE SEDIMENT; NUMERICAL MODEL; SOFT-BOTTOM ENVIRONMENT; SPECIES RICHNESS; SURROGATE METHOD;

EID: 84899686667     PISSN: 13231650     EISSN: None     Source Type: Journal    
DOI: 10.1071/MF13104     Document Type: Article
Times cited : (16)

References (71)
  • 1
    • 0027063562 scopus 로고
    • Benthic infauna and organism-sediment relations in a shallow, tropical coastal area-influence of outwelled mangrove detritus and physical disturbance
    • doi:10.3354/MEPS081229
    • Alongi, D.M., and Christoffersen, P. (1992). Benthic infauna and organism-sediment relations in a shallow, tropical coastal area-influence of outwelled mangrove detritus and physical disturbance. Marine Ecology Progress Series 81, 229-245. doi:10.3354/MEPS081229
    • (1992) Marine Ecology Progress Series , vol.81 , pp. 229-245
    • Alongi, D.M.1    Christoffersen, P.2
  • 2
    • 0037202447 scopus 로고    scopus 로고
    • Spatial prediction of species distribution: An interface between ecological theory and statistical modelling
    • doi:10.1016/S0304-3800(02)00205-3
    • Austin, M. P. (2002). Spatial prediction of species distribution: an interface between ecological theory and statistical modelling. Ecological Modelling 157, 101-118. doi:10.1016/S0304-3800(02)00205-3
    • (2002) Ecological Modelling , vol.157 , pp. 101-118
    • Austin, M.P.1
  • 3
    • 84899670472 scopus 로고    scopus 로고
    • Australian Hydrographic Service Department of Defence: Canberra
    • Australian Hydrographic Service (2010). 'Australian National Tide Tables.' (Department of Defence: Canberra.)
    • (2010) Australian National Tide Tables
  • 4
    • 0035475557 scopus 로고    scopus 로고
    • Gradistat: A grain size distribution and statistics package for the analysis of unconsolidated sediments
    • doi:10.1002/ESP.261
    • Blott, S. J., and Pye, K. (2001). Gradistat: a grain size distribution and statistics package for the analysis of unconsolidated sediments. Earth Surface Processes and Landforms 26, 1237-1248. doi:10.1002/ESP.261
    • (2001) Earth Surface Processes and Landforms , vol.26 , pp. 1237-1248
    • Blott, S.J.1    Pye, K.2
  • 5
    • 0033560642 scopus 로고    scopus 로고
    • A third-generation wave model for coastal region 1. Model description and validation
    • doi:10.1029/98JC02622
    • Booij, N., Ris, R. C., and Holthuijsen, L. H. (1999). A third-generation wave model for coastal region 1. Model description and validation. Journal of Geophysical Research 104, 7649-7666. doi:10.1029/98JC02622
    • (1999) Journal of Geophysical Research , vol.104 , pp. 7649-7666
    • Booij, N.1    Ris, R.C.2    Holthuijsen, L.H.3
  • 6
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • doi:10.1007/BF00058655
    • Breiman, L. (1996). Bagging predictors. Machine Learning 24, 123-140. doi:10.1007/BF00058655
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 7
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • doi:10.1023/A:1010933404324
    • Breiman, L. (2001). Random forests. Machine Learning 45, 5-32. doi:10.1023/A:1010933404324
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 9
    • 79955479663 scopus 로고    scopus 로고
    • Benthic habitat mapping: A review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques
    • doi:10.1016/J.ECSS.2011. 02.007
    • Brown, C. J., Smith, S. J., Lawton, P., and Anderson, J. T. (2011). Benthic habitat mapping: a review of progress towards improved understanding of the spatial ecology of the seafloor using acoustic techniques. Estua-rine, Coastal and Shelf Science 92, 502-520. doi:10.1016/J.ECSS.2011. 02.007
    • (2011) Estua-rine, Coastal and Shelf Science , vol.92 , pp. 502-520
    • Brown, C.J.1    Smith, S.J.2    Lawton, P.3    Anderson, J.T.4
  • 10
    • 79959540834 scopus 로고    scopus 로고
    • Bureau of Meteorology verified 14 April 2010]
    • Bureau of Meteorology (2010a). 'Climate Statistics for Australian Locations: Carnarvon Airport.' Available at www.bom.gov.au/climate/averages/ tables/cw-006011-All.shtml [verified 14 April 2010].
    • (2010) Climate Statistics for Australian Locations: Carnarvon Airport
  • 11
    • 84858590484 scopus 로고    scopus 로고
    • Bureau of Meteorology verified 14 April 2010]
    • Bureau of Meteorology (2010b). 'North West Cape Project.' Available at www.cawcr.gov.au/bmrc/wefor/research/nw-cape-project.htm [verified 14 April 2010].
    • (2010) North West Cape Project
  • 12
    • 0032803483 scopus 로고    scopus 로고
    • On the use of surrogate species in conservation biology
    • doi:10.1046/J.1523-1739.1999.98338.X
    • Caro, T. M., and O'Doherty, G. (1999). On the use of surrogate species in conservation biology. Conservation Biology 13, 805-814. doi:10.1046/J.1523- 1739.1999.98338.X
    • (1999) Conservation Biology , vol.13 , pp. 805-814
    • Caro, T.M.1    O'Doherty, G.2
  • 13
    • 0033996844 scopus 로고    scopus 로고
    • Single species as indicators of species richness and composition in California coastal sage scrub birds and small mammals
    • doi:10.1046/J.1523-1739.2000. 98312.X
    • Chase, M. K., Kristan, W. B., Lynam, A. J., Price, M. V., and Rotenberry, J. T. (2000). Single species as indicators of species richness and composition in California coastal sage scrub birds and small mammals. Conservation Biology 14, 474-487. doi:10.1046/J.1523-1739.2000. 98312.X
    • (2000) Conservation Biology , vol.14 , pp. 474-487
    • Chase, M.K.1    Kristan, W.B.2    Lynam, A.J.3    Price, M.V.4    Rotenberry, J.T.5
  • 14
    • 0037791967 scopus 로고    scopus 로고
    • Late Quaternary structure and development of the northern Ningaloo reef, Australia
    • doi:10.1016/S0037-0738 (03)00096-4
    • Collins, L. B., Zhu, Z. R., Wyrwoll, K. H., and Eisenhauer, A. (2003). Late Quaternary structure and development of the northern Ningaloo reef, Australia. Sedimentary Geology 159, 81-94. doi:10.1016/S0037-0738 (03)00096-4
    • (2003) Sedimentary Geology , vol.159 , pp. 81-94
    • Collins, L.B.1    Zhu, Z.R.2    Wyrwoll, K.H.3    Eisenhauer, A.4
  • 15
    • 35348865182 scopus 로고    scopus 로고
    • Commonwealth of Australia (Department of Environment and Heritage: Canberra
    • Commonwealth of Australia (2005). 'National Marine Bioregionalisation of Australia. Summary.' (Department of Environment and Heritage: Canberra.)
    • (2005) National Marine Bioregionalisation of Australia. Summary
  • 16
    • 0017806329 scopus 로고
    • Diversity in tropical rainforests and coral reefs
    • doi:10.1126/SCIENCE.199.4335.1302
    • Connell, J. H. (1978). Diversity in tropical rainforests and coral reefs. Science 199, 1302-1310. doi:10.1126/SCIENCE.199.4335.1302
    • (1978) Science , vol.199 , pp. 1302-1310
    • Connell, J.H.1
  • 17
    • 0033749212 scopus 로고    scopus 로고
    • Classification and regression trees: A powerful yet simple technique for ecological data analysis
    • doi:10.1890/0012-9658(2000)081[3178:CARTAP]2.0.CO;2
    • De'ath, G., and Fabricius, K. E. (2000). Classification and regression trees: a powerful yet simple technique for ecological data analysis. Ecology 81, 3178-3192. doi:10.1890/0012-9658(2000)081[3178:CARTAP]2.0.CO;2
    • (2000) Ecology , vol.81 , pp. 3178-3192
    • De'Ath, G.1    Fabricius, K.E.2
  • 18
    • 80054834963 scopus 로고    scopus 로고
    • RAD biodiversity: Prediction of rank abundance distributions from deep water benthic assemblages
    • doi:10.1111/J.1600-0587.2010.06552.X
    • Dunstan, P. K., and Foster, S. D. (2011). RAD biodiversity: prediction of rank abundance distributions from deep water benthic assemblages. Ecography. doi:10.1111/J.1600-0587.2010.06552.X
    • (2011) Ecography
    • Dunstan, P.K.1    Foster, S.D.2
  • 19
    • 84860995507 scopus 로고    scopus 로고
    • Characterising and predicting benthic biodiversity for conservation planning in deepwater environments
    • doi:10.1371/JOUR NAL.PONE.0036558
    • Dunstan, P. K., Althaus, F., Williams, A., and Bax, N. J. (2012a). Characterising and predicting benthic biodiversity for conservation planning in deepwater environments. PLoS ONE 7, e36558. doi:10.1371/JOUR NAL.PONE.0036558
    • (2012) PLoS ONE , vol.7
    • Dunstan, P.K.1    Althaus, F.2    Williams, A.3    Bax, N.J.4
  • 20
    • 83055181290 scopus 로고    scopus 로고
    • Identifying hotspots for biodiversity management using rank abundance distributions
    • doi:10.1111/J.1472-4642.2011.00838.X
    • Dunstan, P. K., Bax, N. J., Foster, S. D., Williams, A., and Althaus, F. (2012b). Identifying hotspots for biodiversity management using rank abundance distributions. Diversity & Distributions 18, 22-32. doi:10.1111/J.1472-4642. 2011.00838.X
    • (2012) Diversity & Distributions , vol.18 , pp. 22-32
    • Dunstan, P.K.1    Bax, N.J.2    Foster, S.D.3    Williams, A.4    Althaus, F.5
  • 21
    • 0348197097 scopus 로고    scopus 로고
    • Using regression trees to identify the habitat preference of the sea cucumber (Holothuria leucospilota) on Rarotonga, Cook Islands
    • doi:10.1016/S0304-3800(03)00229-1
    • Džeroski, S., and Drummb, D. (2003). Using regression trees to identify the habitat preference of the sea cucumber (Holothuria leucospilota) on Rarotonga, Cook Islands. Ecological Modelling 170, 219-226. doi:10.1016/S0304-3800(03)00229-1
    • (2003) Ecological Modelling , vol.170 , pp. 219-226
    • Džeroski, S.1    Drummb, D.2
  • 22
    • 0036554569 scopus 로고    scopus 로고
    • Mapping spatial pattern in biodiversity for regional conservation planning: Where to from here?
    • doi:10.1080/10635150252899806
    • Ferrier, S. (2002). Mapping spatial pattern in biodiversity for regional conservation planning: where to from here? Systematic Biology 51, 331-363. doi:10.1080/10635150252899806
    • (2002) Systematic Biology , vol.51 , pp. 331-363
    • Ferrier, S.1
  • 23
    • 2342527903 scopus 로고    scopus 로고
    • Where isHelvellyn? Fuzziness of multi-scale landscape morphometry
    • doi:10.1111/J.0020-2754.2004.00117.X
    • Fisher, P., Wood, J., and Cheng, T. (2004). Where isHelvellyn? Fuzziness of multi-scale landscape morphometry. Transactions of the Institute of British Geographers 29, 106-128. doi:10.1111/J.0020-2754.2004.00117.X
    • (2004) Transactions of the Institute of British Geographers , vol.29 , pp. 106-128
    • Fisher, P.1    Wood, J.2    Cheng, T.3
  • 24
    • 84899700657 scopus 로고    scopus 로고
    • 'MESH guide to habitat mapping, MESH Project, 2007, JNCC, Peterborough verified 1 September 2013]
    • Foster-Smith, R., Connor, D., and Davies, J. (2007). What is habitat mapping? In 'MESH guide to habitat mapping, MESH Project, 2007, JNCC, Peterborough'. Available at http://www.searchmesh.net/default. aspx?page-1900 [verified 1 September 2013].
    • (2007) What Is Habitat Mapping?
    • Foster-Smith, R.1    Connor, D.2    Davies, J.3
  • 25
    • 67650321037 scopus 로고    scopus 로고
    • Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests
    • doi:10.1002/HYP.7110
    • Francke, T., Lopez-Tarazon, J. A., and Schroder, B. (2008). Estimation of suspended sediment concentration and yield using linear models, random forests and quantile regression forests. Hydrological Processes 22, 4892-4904. doi:10.1002/HYP.7110
    • (2008) Hydrological Processes , vol.22 , pp. 4892-4904
    • Francke, T.1    Lopez-Tarazon, J.A.2    Schroder, B.3
  • 27
    • 84858607700 scopus 로고    scopus 로고
    • CRC Milestone Report CA3.03. CMST report 2005-03 for the Cooperative Research Centre for Coastal Zone, Estuary and Waterway Management. Centre for Marine Science and Technology, Curtin University of Technology, Perth, Australia
    • Gavrilov, A. N., Siwabessy, P. J. W., and Parnum, I. M. (2005b). Multibeam echo sounder backscatter analysis: theory review, methods and application to Sydney Harbour swath data. CRC Milestone Report CA3.03. CMST report 2005-03 for the Cooperative Research Centre for Coastal Zone, Estuary and Waterway Management. Centre for Marine Science and Technology, Curtin University of Technology, Perth, Australia.
    • (2005) Multibeam Echo Sounder Backscatter Analysis: Theory Review, Methods and Application to Sydney Harbour Swath Data
    • Gavrilov, A.N.1    Siwabessy, P.J.W.2    Parnum, I.M.3
  • 28
    • 0033887520 scopus 로고    scopus 로고
    • Correlation of side-scan backscatter inensity with grain-size distribution of shelf sediments, New Jersey margin
    • doi:10.1007/S003670000032
    • Goff, J. A., Olson, H. C., and Duncan, C. S. (2000). Correlation of side-scan backscatter inensity with grain-size distribution of shelf sediments, New Jersey margin. Geo-Marine Letters 20, 43-49. doi:10.1007/S003670000032
    • (2000) Geo-Marine Letters , vol.20 , pp. 43-49
    • Goff, J.A.1    Olson, H.C.2    Duncan, C.S.3
  • 29
    • 73449117467 scopus 로고    scopus 로고
    • Distribution of benthic macrofaunal communities in the western Baltic Sea with regard to near-bottom environmental parameters. 2. Modelling and prediction
    • doi:10.1016/J.JMARSYS.2009.10.001
    • Gogina, M., Glockzin, M., and Zettler, M. L. (2010). Distribution of benthic macrofaunal communities in the western Baltic Sea with regard to near-bottom environmental parameters. 2. Modelling and prediction. Journal of Marine Systems 80, 57-70. doi:10.1016/J.JMARSYS.2009.10.001
    • (2010) Journal of Marine Systems , vol.80 , pp. 57-70
    • Gogina, M.1    Glockzin, M.2    Zettler, M.L.3
  • 30
    • 0034610199 scopus 로고    scopus 로고
    • Predictive habitat distribution models in ecology
    • doi:10.1016/S0304-3800(00)00354-9
    • Guisan, A., and Zimmermann, N. E. (2000). Predictive habitat distribution models in ecology. Ecological Modelling 135, 147-186. doi:10.1016/S0304- 3800(00)00354-9
    • (2000) Ecological Modelling , vol.135 , pp. 147-186
    • Guisan, A.1    Zimmermann, N.E.2
  • 32
    • 84858134445 scopus 로고    scopus 로고
    • Predicted benthic disturbance regimes on the Australian continental shelf: A modelling approach
    • doi:10.3354/MEPS09463
    • Harris, P. T., and Hughes, M. G. (2012). Predicted benthic disturbance regimes on the Australian continental shelf: a modelling approach. Marine Ecology Progress Series 449, 13-25. doi:10.3354/MEPS09463
    • (2012) Marine Ecology Progress Series , vol.449 , pp. 13-25
    • Harris, P.T.1    Hughes, M.G.2
  • 35
    • 0000917309 scopus 로고
    • Explicit calculation of the rarefaction diversity measurement and the determination of sufficient sample size
    • doi:10.2307/1934716
    • Heck, K. L. J., van Belle, G., and Simberloff, D. (1975). Explicit calculation of the rarefaction diversity measurement and the determination of sufficient sample size. Ecology 56, 1459-1461. doi:10.2307/1934716
    • (1975) Ecology , vol.56 , pp. 1459-1461
    • Heck, K.L.J.1    Van Belle, G.2    Simberloff, D.3
  • 36
    • 78149449090 scopus 로고    scopus 로고
    • Quantifying wave exposure in shallow temperate reef systems: Applicability of fetch models for predicting algal biodiversity
    • doi:10.3354/MEPS08815
    • Hill, N. A., Pepper, A. R., Puotinen, M. L., Hughes, M. G., Edgar, G. J., Barrett, N. S., Stuart-Smith, R. D., and Leaper, R. (2010). Quantifying wave exposure in shallow temperate reef systems: applicability of fetch models for predicting algal biodiversity. Marine Ecology Progress Series 417, 83-95. doi:10.3354/MEPS08815
    • (2010) Marine Ecology Progress Series , vol.417 , pp. 83-95
    • Hill, N.A.1    Pepper, A.R.2    Puotinen, M.L.3    Hughes, M.G.4    Edgar, G.J.5    Barrett, N.S.6    Stuart-Smith, R.D.7    Leaper, R.8
  • 37
    • 1642391751 scopus 로고    scopus 로고
    • Broad-scale environmental gradients among estuarine benthic infaunal assemblages of south-eastern Australia: Implications for monitoring estuaries
    • doi:10.1071/MF03011
    • Hirst, A. J. (2004). Broad-scale environmental gradients among estuarine benthic infaunal assemblages of south-eastern Australia: implications for monitoring estuaries. Marine and Freshwater Research 55, 79-92. doi:10.1071/MF03011
    • (2004) Marine and Freshwater Research , vol.55 , pp. 79-92
    • Hirst, A.J.1
  • 39
    • 47649084508 scopus 로고    scopus 로고
    • Modelling distribution of marine benthos from hydroacoustics and underwater video
    • doi:10.1016/J.CSR.2008.04.016
    • Holmes, K. W., Van Neil, K. P., Radford, B., Kendrick, G. A., and Grove, S. L. (2008). Modelling distribution of marine benthos from hydroacoustics and underwater video. Continental Shelf Research 28, 1800-1810. doi:10.1016/J.CSR. 2008.04.016
    • (2008) Continental Shelf Research , vol.28 , pp. 1800-1810
    • Holmes, K.W.1    Van Neil, K.P.2    Radford, B.3    Kendrick, G.A.4    Grove, S.L.5
  • 40
    • 79955483966 scopus 로고    scopus 로고
    • Anew approachtomapping marine benthic habitats using physical environmental data
    • doi:10.1016/J.CSR.2010.03.012
    • Huang, Z., Brooke, B.P., and Harris, P.T. (2011). Anew approachtomapping marine benthic habitats using physical environmental data. Continental Shelf Research 31, S4-S16. doi:10.1016/J.CSR.2010.03.012
    • (2011) Continental Shelf Research , vol.31
    • Huang, Z.1    Brooke, B.P.2    Harris, P.T.3
  • 41
    • 84869410389 scopus 로고    scopus 로고
    • Developing physical surrogates for benthic biodiversity using co-located samples and regression tree models: A conceptual synthesis for a sandy temperate embayment
    • doi:10.1080/13658816.2012.658808
    • Huang, Z., McArthur, M., Radke, L., Anderson, T., Nichol, S., Siwabessy, J., and Brooke, B. (2012a). Developing physical surrogates for benthic biodiversity using co-located samples and regression tree models: a conceptual synthesis for a sandy temperate embayment. International Journal of Geographical Information Science 26, 2141-2160. doi:10.1080/13658816.2012.658808
    • (2012) International Journal of Geographical Information Science , vol.26 , pp. 2141-2160
    • Huang, Z.1    McArthur, M.2    Radke, L.3    Anderson, T.4    Nichol, S.5    Siwabessy, J.6    Brooke, B.7
  • 42
    • 84858590904 scopus 로고    scopus 로고
    • Predictive modelling of seabed sediment parameters using multibeam acoustic data: A case study on the Carnarvon shelf, Western Australia
    • doi:10.1080/13658816.2011.590139
    • Huang, Z., Nichol, S., Daniell, J., Siwabessy, P. J. W., and Brooke, B. P. (2012b). Predictive modelling of seabed sediment parameters using multibeam acoustic data: a case study on the Carnarvon shelf, Western Australia. International Journal of Geographical Information Science 26, 283-307. doi:10.1080/13658816.2011.590139
    • (2012) International Journal of Geographical Information Science , vol.26 , pp. 283-307
    • Huang, Z.1    Nichol, S.2    Daniell, J.3    Siwabessy, P.J.W.4    Brooke, B.P.5
  • 44
    • 0000752502 scopus 로고
    • The nonconcept of species diversity: A critique and alternative parameters
    • doi:10.2307/1934145
    • Hurlbert, S. H. (1971). The nonconcept of species diversity: a critique and alternative parameters. Ecology 52, 577-586. doi:10.2307/1934145
    • (1971) Ecology , vol.52 , pp. 577-586
    • Hurlbert, S.H.1
  • 45
    • 7544248487 scopus 로고    scopus 로고
    • Calculating landscape surface area from digital elevation models
    • doi:10.2193/0091-7648(2004)032[0829:CLSAFD]2.0.CO;2
    • Jenness, J. S. (2004). Calculating landscape surface area from digital elevation models. Wildlife Society Bulletin 32, 829-839. doi:10.2193/0091- 7648(2004)032[0829:CLSAFD]2.0.CO;2
    • (2004) Wildlife Society Bulletin , vol.32 , pp. 829-839
    • Jenness, J.S.1
  • 46
    • 0034787320 scopus 로고    scopus 로고
    • Remote sensing of seabed types in the Australian South East Fishery; Development and application of normal incident acoustic techniques and associated 'ground truthing
    • doi:10.1071/MF99181
    • Kloser, R. J., Bax, N., Ryan, J. T., Williams, A., and Barker, B. A. (2001). Remote sensing of seabed types in the Australian South East Fishery; development and application of normal incident acoustic techniques and associated 'ground truthing'. Marine and Freshwater Research 52, 475-489. doi:10.1071/MF99181
    • (2001) Marine and Freshwater Research , vol.52 , pp. 475-489
    • Kloser, R.J.1    Bax, N.2    Ryan, J.T.3    Williams, A.4    Barker, B.A.5
  • 47
    • 22244445208 scopus 로고    scopus 로고
    • The relative importance of habitat complexity and surface area in assessing biodiversity: Fractal application on rocky shores
    • doi:10.1016/J.ECOCOM.2005.04.002
    • Kostylev, V. E., Erlandsson, J., Ming, M. Y., and Williams, G. A. (2005). The relative importance of habitat complexity and surface area in assessing biodiversity: fractal application on rocky shores. Ecological Complexity 2, 272-286. doi:10.1016/J.ECOCOM.2005.04.002
    • (2005) Ecological Complexity , vol.2 , pp. 272-286
    • Kostylev, V.E.1    Erlandsson, J.2    Ming, M.Y.3    Williams, G.A.4
  • 48
    • 33749591316 scopus 로고    scopus 로고
    • Variation in demersal fish species richness in the oceans surrounding New Zealand: An analysis using boosted regression trees
    • doi:10.3354/MEPS321267
    • Leathwick, J. R., Elith, J., Francis, M. P., Hastie, T., and Taylor, P. (2006). Variation in demersal fish species richness in the oceans surrounding New Zealand: an analysis using boosted regression trees. Marine Ecology Progress Series 321, 267-281. doi:10.3354/MEPS321267
    • (2006) Marine Ecology Progress Series , vol.321 , pp. 267-281
    • Leathwick, J.R.1    Elith, J.2    Francis, M.P.3    Hastie, T.4    Taylor, P.5
  • 49
    • 0036937198 scopus 로고    scopus 로고
    • Regression models for spatial prediction: Their role for biodiversity and conservation
    • doi:10.1023/A:1021354914494
    • Lehmann, A., Overton, J. M., and Austin, M. P. (2002). Regression models for spatial prediction: their role for biodiversity and conservation. Biodiversity and Conservation 11, 2085-2092. doi:10.1023/A:1021354914494
    • (2002) Biodiversity and Conservation , vol.11 , pp. 2085-2092
    • Lehmann, A.1    Overton, J.M.2    Austin, M.P.3
  • 52
    • 76249115670 scopus 로고    scopus 로고
    • Environmental and spatial predictors of species richness and abundance in coral reef fishes
    • doi:10.1111/J.1466-8238.2009.00513.X
    • Mellin, C., Bradshaw, C. J. A., Meekan, M. G., and Caley, M. J. (2010). Environmental and spatial predictors of species richness and abundance in coral reef fishes. Global Ecology and Biogeography 19, 212-222. doi:10.1111/J.1466- 8238.2009.00513.X
    • (2010) Global Ecology and Biogeography , vol.19 , pp. 212-222
    • Mellin, C.1    Bradshaw, C.J.A.2    Meekan, M.G.3    Caley, M.J.4
  • 54
    • 0001375480 scopus 로고
    • The 'karonatebombe' a simple device for the determination of the carbonate content in sediments, soils and other materials
    • Müller, G., and Gastner, M. (1971). The 'karonatebombe' a simple device for the determination of the carbonate content in sediments, soils and other materials. Neues Jahrbuch fur Mineralogie-Monatshefte 10, 466-469.
    • (1971) Neues Jahrbuch fur Mineralogie-Monatshefte , vol.10 , pp. 466-469
    • Müller, G.1    Gastner, M.2
  • 55
    • 80053987957 scopus 로고    scopus 로고
    • Shelf habitat distributionaslegacy of Late Quaternary marine transgressions: A case study from a tropical carbonate province
    • doi:10.1016/J.CSR.2011.08.009
    • Nichol, S.L., and Brooke, B.P. (2011). Shelf habitat distributionaslegacy of Late Quaternary marine transgressions: a case study from a tropical carbonate province. Continental Shelf Research 31, 1845-1857. doi:10.1016/J.CSR.2011.08.009
    • (2011) Continental Shelf Research , vol.31 , pp. 1845-1857
    • Nichol, S.L.1    Brooke, B.P.2
  • 57
    • 0026286696 scopus 로고
    • The mesoscale structure of the Leeuwin Current: A comparison of laboratory models and satellite imagery
    • doi:10.1029/91JC01712
    • Pearce, A. F., and Griffiths, R. W. (1991). The mesoscale structure of the Leeuwin Current: a comparison of laboratory models and satellite imagery. Journal of Geophysical Research 96, 16 739-16 757. doi:10.1029/91JC01712
    • (1991) Journal of Geophysical Research , vol.96 , pp. 16739-16757
    • Pearce, A.F.1    Griffiths, R.W.2
  • 59
    • 72049126864 scopus 로고    scopus 로고
    • Using Lidar bathymetry and boosted regression trees to predict the diversity and abundance of fish and corals
    • doi:10.2112/SI53-004.1
    • Pittman, S. J., Costa, B. M., and Battista, T. A. (2009). Using Lidar bathymetry and boosted regression trees to predict the diversity and abundance of fish and corals. Journal of Coastal Research 53, 27-38. doi:10.2112/SI53-004. 1
    • (2009) Journal of Coastal Research , vol.53 , pp. 27-38
    • Pittman, S.J.1    Costa, B.M.2    Battista, T.A.3
  • 60
    • 80051964028 scopus 로고    scopus 로고
    • Utility of a spatial habitat classification system as a surrogate of marine benthic community structure for the Australian margin
    • doi:10.1093/ICESJMS/FSR106
    • Przeslawski, R., Currie, D., Sorokin, S. J., Ward, T., Althaus, F., and Williams, A. (2011). Utility of a spatial habitat classification system as a surrogate of marine benthic community structure for the Australian margin. ICES Journal of Marine Science 68, 1954-1962. doi:10.1093/ICESJMS/FSR106
    • (2011) ICES Journal of Marine Science , vol.68 , pp. 1954-1962
    • Przeslawski, R.1    Currie, D.2    Sorokin, S.J.3    Ward, T.4    Althaus, F.5    Williams, A.6
  • 61
    • 84878592653 scopus 로고    scopus 로고
    • Infaunal biodiversity patterns from Carnarvon shelf (Ningaloo reef), Western Australia
    • doi:10.1071/MF12240
    • Przeslawski, R., McArthur, M., and Anderson, T. J. (2013). Infaunal biodiversity patterns from Carnarvon shelf (Ningaloo reef), Western Australia. Marine and Freshwater Research 64, 573-583. doi:10.1071/MF12240
    • (2013) Marine and Freshwater Research , vol.64 , pp. 573-583
    • Przeslawski, R.1    McArthur, M.2    Anderson, T.J.3
  • 62
    • 82955205942 scopus 로고    scopus 로고
    • Including biogeo-chemical factors and a temporal component in benthic habitat maps: Influences on infaunal diversity in a temperate embayment
    • doi:10.1071/MF11110
    • Radke, L., Huang, Z., Przeslawski, R., McArthur, M., Anderson, T., Webster, I., Brooke, B., and Siwabessy, J. (2011). Including biogeo-chemical factors and a temporal component in benthic habitat maps: influences on infaunal diversity in a temperate embayment. Marine and Freshwater Research 62, 1432-1438. doi:10.1071/MF11110
    • (2011) Marine and Freshwater Research , vol.62 , pp. 1432-1438
    • Radke, L.1    Huang, Z.2    Przeslawski, R.3    McArthur, M.4    Anderson, T.5    Webster, I.6    Brooke, B.7    Siwabessy, J.8
  • 63
    • 82955193290 scopus 로고    scopus 로고
    • Species distribution modelling of marine benthos: A North Sea case study
    • doi:10.3354/MEPS09391
    • Reiss, H., Cunze, S., König, K., Neumann, H., and Kröncke, I. (2011). Species distribution modelling of marine benthos: a North Sea case study. Marine Ecology Progress Series 442, 71-86. doi:10.3354/MEPS09391
    • (2011) Marine Ecology Progress Series , vol.442 , pp. 71-86
    • Reiss, H.1    Cunze, S.2    König, K.3    Neumann, H.4    Kröncke, I.5
  • 64
    • 0033560564 scopus 로고    scopus 로고
    • A third-generation wave model for coastal regions 2. Verification
    • doi:10.1029/1998JC900123
    • Ris, R. C., Holthuijsen, L. H., and Booij, N. (1999). A third-generation wave model for coastal regions 2. Verification. Journal of Geophysical Research 104, 7667-7681. doi:10.1029/1998JC900123
    • (1999) Journal of Geophysical Research , vol.104 , pp. 7667-7681
    • Ris, R.C.1    Holthuijsen, L.H.2    Booij, N.3
  • 65
    • 0000755588 scopus 로고
    • Marine benthic diversity: A comparative study
    • doi:10.1086/282541
    • Sanders, H. L. (1968). Marine benthic diversity: a comparative study. American Naturalist 102, 243-282. doi:10.1086/282541
    • (1968) American Naturalist , vol.102 , pp. 243-282
    • Sanders, H.L.1
  • 66
    • 84870726010 scopus 로고    scopus 로고
    • verified October 2008
    • Sherrod, P. H. (2008). DTREG. Available at http://www.dtreg.com [verified October 2008].
    • (2008) DTREG
    • Sherrod, P.H.1
  • 67
    • 84858611024 scopus 로고    scopus 로고
    • Analysis of statistics of backscatter strength from different seafloor habitats
    • (Australian Acoustic Association: Christchurch, New Zealand
    • Siwabessy, P. J. W., Gavrilov, A. N., Duncan, A. J., and Parnum, I. M. (2006). 'Analysis of Statistics of Backscatter Strength from Different Seafloor Habitats. Acoustics 2006.' (Australian Acoustic Association: Christchurch, New Zealand.)
    • (2006) Acoustics 2006
    • Siwabessy, P.J.W.1    Gavrilov, A.N.2    Duncan, A.J.3    Parnum, I.M.4
  • 68
    • 33745066025 scopus 로고    scopus 로고
    • Topographic position and landforms analysis
    • 9-13 July 2001, ESRI, (San Diego, CA
    • Weiss, A. D. (2001). Topographic Position and Landforms Analysis. ESRI International User Conference.' 9-13 July 2001, ESRI, (San Diego, CA.)
    • (2001) ESRI International User Conference
    • Weiss, A.D.1
  • 69
    • 0002437242 scopus 로고
    • Animal-sediment relationships in intertidal marine benthic habitats: Some determinants of deposit feeding species diversity
    • doi:10.1016/0022-0981(81)90082-4
    • Whitlatch, R. B. (1981). Animal-sediment relationships in intertidal marine benthic habitats: some determinants of deposit feeding species diversity. Journal of Experimental Marine Biology and Ecology 53, 31-45. doi:10.1016/0022-0981(81)90082-4
    • (1981) Journal of Experimental Marine Biology and Ecology , vol.53 , pp. 31-45
    • Whitlatch, R.B.1
  • 70
    • 33646354642 scopus 로고    scopus 로고
    • Dynamics of the Ningaloo current off Point Cloates, Western Australia
    • doi:10.1071/MF05106
    • Woo, M., Pattiaratchi, C., and Schroeder, W. (2006). Dynamics of the Ningaloo current off Point Cloates, Western Australia. Marine and Freshwater Research 57, 291-301. doi:10.1071/MF05106
    • (2006) Marine and Freshwater Research , vol.57 , pp. 291-301
    • Woo, M.1    Pattiaratchi, C.2    Schroeder, W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.