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Volumn 31, Issue 4, 2012, Pages 1019-1034

Flow, nutrients, and light availability influence Neotropical epilithon biomass and stoichiometry

Author keywords

algae; disturbance; light:nutrient hypothesis; periphyton; streams; Trinidad

Indexed keywords

BIOMASS; CONCENTRATION (COMPOSITION); EPILITHON; HABITAT TYPE; LIGHT AVAILABILITY; NUTRIENT AVAILABILITY; SEASONAL VARIATION; STREAMWATER; TEMPORAL ANALYSIS; TROPICAL REGION;

EID: 84874779123     PISSN: 21619549     EISSN: 21619565     Source Type: Journal    
DOI: 10.1899/11-141.1     Document Type: Article
Times cited : (52)

References (69)
  • 1
    • 25144475996 scopus 로고    scopus 로고
    • Marine microorganisms and global nutrient cycles
    • ARRIGO, K. R. 2005. Marine microorganisms and global nutrient cycles. Nature 437:349-355.
    • (2005) Nature , vol.437 , pp. 349-355
    • Arrigo, K.R.1
  • 3
    • 0024875341 scopus 로고
    • Periphyton biomass dynamics in gravel bed rivers: The relative effects of flow and nutrients
    • BIGGS, B. J. F., AND M. E. CLOSE. 1989. Periphyton biomass dynamics in gravel bed rivers: the relative effects of flow and nutrients. Freshwater Biology 22:209-231.
    • (1989) Freshwater Biology , vol.22 , pp. 209-231
    • Biggs, B.J.F.1    Close, M.E.2
  • 4
    • 0031705352 scopus 로고    scopus 로고
    • Subsidy and stress responses of stream periphyton to gradients in water velocity as a function of community growth form
    • BIGGS, B. J. F., D. G. GORING, AND V. I. NIKORA. 1998. Subsidy and stress responses of stream periphyton to gradients in water velocity as a function of community growth form. Journal of Phycology 34:598-607.
    • (1998) Journal of Phycology , vol.34 , pp. 598-607
    • Biggs, B.J.F.1    Goring, D.G.2    Nikora, V.I.3
  • 5
    • 0029540126 scopus 로고
    • Disturbance in stream periphyton by perturbations in shear stress: Time to structural failure and differences in community resistance
    • BIGGS, B. J. F., AND H. A. THOMSEN. 1995. Disturbance in stream periphyton by perturbations in shear stress: time to structural failure and differences in community resistance. Journal of Phycology 31:233-241.
    • (1995) Journal of Phycology , vol.31 , pp. 233-241
    • Biggs, B.J.F.1    Thomsen, H.A.2
  • 7
    • 33746216807 scopus 로고    scopus 로고
    • Stable isotope analysis indicates microalgae as the predominant food source of fauna in a coastal forest stream, south-east Brazil
    • BRITO, E. F., T. P. MOULTON, M. L. DE SOUZA, AND S. E. BUNN. 2006. Stable isotope analysis indicates microalgae as the predominant food source of fauna in a coastal forest stream, south-east Brazil. Austral Ecology 31: 623-633.
    • (2006) Austral Ecology , vol.31 , pp. 623-633
    • Brito, E.F.1    Moulton, T.P.2    De Souza, M.L.3    Bunn, S.E.4
  • 9
    • 33645849759 scopus 로고    scopus 로고
    • Ecological stoichiometry in freshwater benthic systems: Recent progress and perspectives
    • CROSS, W. F., J. P. BENSTEAD, P. C. FROST, AND S. A. THOMAS. 2005. Ecological stoichiometry in freshwater benthic systems: recent progress and perspectives. Freshwater Biology 50:1895-1912.
    • (2005) Freshwater Biology , vol.50 , pp. 1895-1912
    • Cross, W.F.1    Benstead, J.P.2    Frost, P.C.3    Thomas, S.A.4
  • 10
    • 84882500725 scopus 로고    scopus 로고
    • Primary production in tropical streams and rivers
    • D. Dudgeon (editor) Elsevier Science, London, UK
    • DAVIES, P. M., S. E. BUNN, AND S. K. HAMILTON. 2008. Primary production in tropical streams and rivers. Pages 23-42 in D. Dudgeon (editor). Tropical stream ecology. Elsevier Science, London, UK.
    • (2008) Tropical Stream Ecology , pp. 23-42
    • Davies, P.M.1    Bunn, S.E.2    Hamilton, S.K.3
  • 11
    • 5444219884 scopus 로고    scopus 로고
    • The karstlands of Trinidad and Tobago, their land use and conservation
    • DAY, M. J., AND M. S. CHENOWETH. 2004. The karstlands of Trinidad and Tobago, their land use and conservation. Geographical Journal 170:256-266.
    • (2004) Geographical Journal , vol.170 , pp. 256-266
    • Day, M.J.1    Chenoweth, M.S.2
  • 13
    • 33748944861 scopus 로고    scopus 로고
    • Interactive effects of light and nutrients on phytoplankton stoichiometry
    • DICKMAN, E. M., M. J. VANNI, AND M. J. HORGAN. 2006. Interactive effects of light and nutrients on phytoplankton stoichiometry. Oecologia (Berlin) 149:676-689.
    • (2006) Oecologia (Berlin) , vol.149 , pp. 676-689
    • Dickman, E.M.1    Vanni, M.J.2    Horgan, M.J.3
  • 15
    • 0036126412 scopus 로고    scopus 로고
    • Water velocity attenuation by stream benthic algae in relation to growth form and architecture
    • DODDS, W. K., AND B. J. F. BIGGS. 2002. Water velocity attenuation by stream benthic algae in relation to growth form and architecture. Journal of the North American Benthological Society 21:2-15.
    • (2002) Journal of the North American Benthological Society , vol.21 , pp. 2-15
    • Dodds, W.K.1    Biggs, B.J.F.2
  • 16
    • 0030303239 scopus 로고    scopus 로고
    • The relationship of floods, drying, flow and light to primary production and producer biomass in a prairie stream
    • DODDS, W. K., R. E. HUTSON, A. C. EICHEM, M. A. EVANS, D. A. GUDDER, K. M. FRITZ, AND L. GRAY. 1996. The relationship of floods, drying, flow and light to primary production and producer biomass in a prairie stream. Hydrobiologia 333:151-159.
    • (1996) Hydrobiologia , vol.333 , pp. 151-159
    • Dodds, W.K.1    Hutson, R.E.2    Eichem, A.C.3    Evans, M.A.4    Gudder, D.A.5    Fritz, K.M.6    Gray, L.7
  • 19
    • 77953110616 scopus 로고    scopus 로고
    • Applying the light: Nutrient hypothesis to stream periphyton
    • FANTA, S. E., W. R. HILL, T. B. SMITH, AND B. J. ROBERTS. 2010. Applying the light: nutrient hypothesis to stream periphyton. Freshwater Biology 55:931-940.
    • (2010) Freshwater Biology , vol.55 , pp. 931-940
    • Fanta, S.E.1    Hill, W.R.2    Smith, T.B.3    Roberts, B.J.4
  • 21
    • 33645360255 scopus 로고    scopus 로고
    • Short-term effects of elevated velocity and sediment abrasion on benthic algal communities
    • FRANCOEUR, S. N., AND B. J. F. BIGGS. 2006. Short-term effects of elevated velocity and sediment abrasion on benthic algal communities. Hydrobiologia 561:59-69.
    • (2006) Hydrobiologia , vol.561 , pp. 59-69
    • Francoeur, S.N.1    Biggs, B.J.F.2
  • 23
    • 33745190306 scopus 로고    scopus 로고
    • Low algal content and its effects on the C:P stoichiometry of periphyton
    • FROST, P. C., H. HILLEBRAND, AND M. KAHLERT. 2005. Low algal content and its effects on the C:P stoichiometry of periphyton. Freshwater Biology 50:1800-1807.
    • (2005) Freshwater Biology , vol.50 , pp. 1800-1807
    • Frost, P.C.1    Hillebrand, H.2    Kahlert, M.3
  • 24
    • 0031823087 scopus 로고    scopus 로고
    • A dynamic regulatorymodel of phytoplanktonic acclimation to light, nutrients, and temperature
    • GEIDER, R. J., H. L. MACINTYRE, AND T. M. KANA. 1998. A dynamic regulatorymodel of phytoplanktonic acclimation to light, nutrients, and temperature. Limnology and Oceanography 43:679-694.
    • (1998) Limnology and Oceanography , vol.43 , pp. 679-694
    • Geider, R.J.1    MacIntyre, H.L.2    Kana, T.M.3
  • 25
    • 32644482148 scopus 로고    scopus 로고
    • Dissolved nitrogen, phosphorus, and sulfur forms in the ecosystem fluxes of a montane forest in Ecuador
    • GOLLER, R., W. WILCKE, K. FLEISCHBEIN, C. VALAREZO, AND W. ZECH. 2006. Dissolved nitrogen, phosphorus, and sulfur forms in the ecosystem fluxes of a montane forest in Ecuador. Biogeochemistry 77:57-89.
    • (2006) Biogeochemistry , vol.77 , pp. 57-89
    • Goller, R.1    Wilcke, W.2    Fleischbein, K.3    Valarezo, C.4    Zech, W.5
  • 26
    • 84882510996 scopus 로고    scopus 로고
    • Discharge measurements and streamflow analysis
    • F. R. Hauer, and G. A. Lamberti (editors) 2nd edition Academic Press, San Diego, California
    • GORE, J. A. 2006. Discharge measurements and streamflow analysis. Pages 51-78 in F. R. Hauer, and G. A. Lamberti (editors). Methods in stream ecology. 2nd edition. Academic Press, San Diego, California.
    • (2006) Methods in Stream Ecology , pp. 51-78
    • Gore, J.A.1
  • 27
    • 0034951074 scopus 로고    scopus 로고
    • Rainforest canopy cover, resource availability, and life history evolution in guppies
    • GRETHER, G. F., D. F. MILLIE, M. J. BRYANT, D. N. REZNICK, AND W. MAYEA. 2001. Rainforest canopy cover, resource availability, and life history evolution in guppies. Ecology 82:1546-1559.
    • (2001) Ecology , vol.82 , pp. 1546-1559
    • Grether, G.F.1    Millie, D.F.2    Bryant, M.J.3    Reznick, D.N.4    Mayea, W.5
  • 28
    • 80555122918 scopus 로고    scopus 로고
    • How light and nutrients affect the relationship between autotrophic and heterotrophic biomass in a tropical blackwater periphyton community
    • GUARIENTO, R. D., L. S. CARNEIRO, A. CALIMAN, R. L. BOZELLI, AND F. A. ESTEVES. 2011. How light and nutrients affect the relationship between autotrophic and heterotrophic biomass in a tropical blackwater periphyton community. Aquatic Ecology 45:561-569.
    • (2011) Aquatic Ecology , vol.45 , pp. 561-569
    • Guariento, R.D.1    Carneiro, L.S.2    Caliman, A.3    Bozelli, R.L.4    Esteves, F.A.5
  • 29
    • 0021541786 scopus 로고
    • Carbon and nitrogen determinations of carbonate-containing solids
    • HEDGES, J. I., AND J. H. STERN. 1984. Carbon and nitrogen determinations of carbonate-containing solids. Limnology and Oceanography 29:657-663.
    • (1984) Limnology and Oceanography , vol.29 , pp. 657-663
    • Hedges, J.I.1    Stern, J.H.2
  • 30
    • 32144454744 scopus 로고    scopus 로고
    • Larval chironomid community organization in four tropical rivers: Human impacts and longitudinal zonation
    • HELSON, J. E., D. D. WILLIAMS, AND D. TURNER. 2006. Larval chironomid community organization in four tropical rivers: human impacts and longitudinal zonation. Hydrobiologia 559:413-431.
    • (2006) Hydrobiologia , vol.559 , pp. 413-431
    • Helson, J.E.1    Williams, D.D.2    Turner, D.3
  • 31
    • 38149099906 scopus 로고    scopus 로고
    • Phosphorus and light colimit periphyton growth at subsaturating irradiances
    • HILL, W. R., AND S. E. FANTA. 2008. Phosphorus and light colimit periphyton growth at subsaturating irradiances. Freshwater Biology 53:215-225.
    • (2008) Freshwater Biology , vol.53 , pp. 215-225
    • Hill, W.R.1    Fanta, S.E.2
  • 32
    • 61649104343 scopus 로고    scopus 로고
    • Quantifying phosphorus and light effects in stream algae
    • HILL, W. R., S. E. FANTA, AND B. J. ROBERTS. 2009. Quantifying phosphorus and light effects in stream algae. Limnology and Oceanography 54:368-380.
    • (2009) Limnology and Oceanography , vol.54 , pp. 368-380
    • Hill, W.R.1    Fanta, S.E.2    Roberts, B.J.3
  • 33
    • 79951567218 scopus 로고    scopus 로고
    • Resource synergy in stream periphyton communities
    • HILL, W. R., B. J. ROBERTS, S. N. FRANCOEUR, AND S. E. FANTA. 2011. Resource synergy in stream periphyton communities. Ecology 99:454-463.
    • (2011) Ecology , vol.99 , pp. 454-463
    • Hill, W.R.1    Roberts, B.J.2    Francoeur, S.N.3    Fanta, S.E.4
  • 34
    • 0028975154 scopus 로고
    • Light limitation in a stream ecosystem: Responses by primary producers and consumers
    • HILL, W. R., M. G. RYON, AND E. M. SCHILLING. 1995. Light limitation in a stream ecosystem: responses by primary producers and consumers. Ecology 76:1297-1309.
    • (1995) Ecology , vol.76 , pp. 1297-1309
    • Hill, W.R.1    Ryon, M.G.2    Schilling, E.M.3
  • 35
    • 0035664856 scopus 로고    scopus 로고
    • Effect of grazing and nutrient supply on periphyton biomass and nutrient stoichiometry in habitats of different productivity
    • HILLEBRAND, H., AND M. KAHLERT. 2001. Effect of grazing and nutrient supply on periphyton biomass and nutrient stoichiometry in habitats of different productivity. Limnology and Oceanography 46:1881-1898.
    • (2001) Limnology and Oceanography , vol.46 , pp. 1881-1898
    • Hillebrand, H.1    Kahlert, M.2
  • 36
    • 3042622516 scopus 로고    scopus 로고
    • Effects of macrograzers and light on periphyton stoichiometry
    • HILLEBRAND, H., G. DE MONTPELLIER, AND A. LIESS. 2004. Effects of macrograzers and light on periphyton stoichiometry. Oikos 106:93-104.
    • (2004) Oikos , vol.106 , pp. 93-104
    • Hillebrand, H.1    De Montpellier, G.2    Liess, A.3
  • 38
    • 36248944016 scopus 로고    scopus 로고
    • Fundamental links between genes and elements: Evolutionary implications of ecological stoichiometry
    • JEYASINGH, P. D., AND L. J. WEIDER. 2007. Fundamental links between genes and elements: evolutionary implications of ecological stoichiometry. Molecular Ecology 16: 4649-4661.
    • (2007) Molecular Ecology , vol.16 , pp. 4649-4661
    • Jeyasingh, P.D.1    Weider, L.J.2
  • 39
    • 0035048107 scopus 로고    scopus 로고
    • Spatial and temporal patterns of nitrogen concentrations of pristine and agriculturally-influenced prairie streams
    • KEMP, M. J., AND W. K. DODDS. 2001. Spatial and temporal patterns of nitrogen concentrations of pristine and agriculturally-influenced prairie streams. Biogeochemistry 53:125-141.
    • (2001) Biogeochemistry , vol.53 , pp. 125-141
    • Kemp, M.J.1    Dodds, W.K.2
  • 40
    • 79954934988 scopus 로고    scopus 로고
    • Nutrient loading and grazing by the minnow Phoxinus erythrogaster shift periphyton abundance and stoichiometry in mesocosms
    • KOHLER, T. J., J. N. MURDOCK, K. B. GIDO, AND W. K. DODDS. 2011. Nutrient loading and grazing by the minnow Phoxinus erythrogaster shift periphyton abundance and stoichiometry in mesocosms. Freshwater Biology 56: 1133-1146.
    • (2011) Freshwater Biology , vol.56 , pp. 1133-1146
    • Kohler, T.J.1    Murdock, J.N.2    Gido, K.B.3    Dodds, W.K.4
  • 41
    • 62149150049 scopus 로고    scopus 로고
    • Are autochthonous foods more important than allochthonous resources to benthic consumers in tropical headwater streams?
    • LAU, D. C. P., K. M. Y. LEUNG, AND D. DUDGEON. 2009. Are autochthonous foods more important than allochthonous resources to benthic consumers in tropical headwater streams? Journal of the North American Benthological Society 28:426-439.
    • (2009) Journal of the North American Benthological Society , vol.28 , pp. 426-439
    • Lau, D.C.P.1    Leung, K.M.Y.2    Dudgeon, D.3
  • 42
    • 0001478005 scopus 로고
    • A spherical densitometer for estimating forest overstory density
    • LEMMON, P. E. 1956. A spherical densitometer for estimating forest overstory density. Forest Science 2:314-320.
    • (1956) Forest Science , vol.2 , pp. 314-320
    • Lemmon, P.E.1
  • 43
    • 60049095365 scopus 로고    scopus 로고
    • Light, nutrients and grazing interact to determine diatom species richness via changes to productivity, nutrient state, and grazer activity
    • LIESS, A., K. LANGE, F. SCHULZ, J. J. PIGGOTT, C. D. MATTHAEI, AND C. R. TOWNSEND. 2009. Light, nutrients and grazing interact to determine diatom species richness via changes to productivity, nutrient state, and grazer activity. Journal of Ecology 97:326-336.
    • (2009) Journal of Ecology , vol.97 , pp. 326-336
    • Liess, A.1    Lange, K.2    Schulz, F.3    Piggott, J.J.4    Matthaei, C.D.5    Townsend, C.R.6
  • 44
    • 84986753944 scopus 로고
    • An in situ method for measuring the primary productivity and standing crop of the epilithic periphyton community in lentic systems
    • LOEB, S. L. 1981. An in situ method for measuring the primary productivity and standing crop of the epilithic periphyton community in lentic systems. Limnology and Oceanography 26:394-399.
    • (1981) Limnology and Oceanography , vol.26 , pp. 394-399
    • Loeb, S.L.1
  • 45
    • 0000196071 scopus 로고
    • Autotrophy in stream ecosystems
    • MINSHALL, G. W. 1978. Autotrophy in stream ecosystems. BioScience 28:767-770.
    • (1978) BioScience , vol.28 , pp. 767-770
    • Minshall, G.W.1
  • 46
    • 34247898040 scopus 로고
    • A modified single solution method for determination of phosphate in natural waters
    • MURPHY, J., AND J. P. RILEY. 1962. A modified single solution method for determination of phosphate in natural waters. Analytica Chimica Acta 26:31-36.
    • (1962) Analytica Chimica Acta , vol.26 , pp. 31-36
    • Murphy, J.1    Riley, J.P.2
  • 47
    • 78751579178 scopus 로고    scopus 로고
    • The ontogenetic stoichiometric bottleneck stabilizes herbivore-autotroph dynamics
    • NAKAZAWA, T. 2011. The ontogenetic stoichiometric bottleneck stabilizes herbivore-autotroph dynamics. Ecological Research 26:209-216.
    • (2011) Ecological Research , vol.26 , pp. 209-216
    • Nakazawa, T.1
  • 48
    • 0035662594 scopus 로고    scopus 로고
    • Deforestation for pasture alters nitrogen and phosphorus in small Amazonian streams
    • NEILL, C., L. A. DEEGAN, S. M. THOMAS, AND C. C. CERRI. 2001. Deforestation for pasture alters nitrogen and phosphorus in small Amazonian streams. Ecological Applications 11:1817-1828.
    • (2001) Ecological Applications , vol.11 , pp. 1817-1828
    • Neill, C.1    Deegan, L.A.2    Thomas, S.M.3    Cerri, C.C.4
  • 49
    • 0026956071 scopus 로고
    • Cycles and spirals of nutrients
    • P. Calow and G. E. Petts (editors) Blackwell Scientific Publishing, Oxford, UK
    • NEWBOLD, J. D. 1992. Cycles and spirals of nutrients. Pages 379-408 in P. Calow and G. E. Petts (editors). The rivers handbook: hydrological and ecological principles. Volume 1. Blackwell Scientific Publishing, Oxford, UK.
    • (1992) The Rivers Handbook: Hydrological and Ecological Principles , vol.1 , pp. 379-408
    • Newbold, J.D.1
  • 55
    • 79956109056 scopus 로고    scopus 로고
    • Effects of nutrients and light on periphytic biomass and nutrient stoichiometry in a tropical black-water aquatic ecosystem
    • SANCHES, L. F., R. D. GUARIENTO, A. CALIMAN, R. L. BOZELLI, AND F. A. ESTEVES. 2011. Effects of nutrients and light on periphytic biomass and nutrient stoichiometry in a tropical black-water aquatic ecosystem. Hydrobiologia 669:35-44.
    • (2011) Hydrobiologia , vol.669 , pp. 35-44
    • Sanches, L.F.1    Guariento, R.D.2    Caliman, A.3    Bozelli, R.L.4    Esteves, F.A.5
  • 56
    • 17144384799 scopus 로고    scopus 로고
    • A conceptual framework for ecosystem stoichiometry: Balancing resource supply and demand
    • SCHADE, J. D., J. F. ESPELETA, C. A. KLAUSMEIER,M.E.MCGRODDY, S. A. THOMAS, AND L. ZHANG. 2005. A conceptual framework for ecosystem stoichiometry: balancing resource supply and demand. Oikos 109:40-51.
    • (2005) Oikos , vol.109 , pp. 40-51
    • Schade, J.D.1    Espeleta, J.F.2    Klausmeier, C.A.3    McGroddy, M.E.4    Thomas, S.A.5    Zhang, L.6
  • 57
    • 38549124875 scopus 로고    scopus 로고
    • Variations in soil Nmineralization and nitrification in seasonally dry tropical forest and savanna ecosystems in Vindhyan region, India
    • SINGH, J. S., AND A. K. KASHYAP. 2007. Variations in soil Nmineralization and nitrification in seasonally dry tropical forest and savanna ecosystems in Vindhyan region, India. Tropical Ecology 48:27-35.
    • (2007) Tropical Ecology , vol.48 , pp. 27-35
    • Singh, J.S.1    Kashyap, A.K.2
  • 58
    • 77949275231 scopus 로고    scopus 로고
    • Deviation from strict homeostasis across multiple trophic levels in an invertebrate consumer assemblage exposed to high chronic phosphorus enrichment in a Neotropical stream
    • SMALL, G. E., AND C. M. PRINGLE. 2010. Deviation from strict homeostasis across multiple trophic levels in an invertebrate consumer assemblage exposed to high chronic phosphorus enrichment in a Neotropical stream. Oecologia (Berlin) 162:581-590.
    • (2010) Oecologia (Berlin) , vol.162 , pp. 581-590
    • Small, G.E.1    Pringle, C.M.2
  • 60
    • 0030726733 scopus 로고    scopus 로고
    • The light: Nutrient ratio in lakes: The balance of energy and materials affects ecosystem structure and process
    • STERNER, R. W., J. J. ELSER, E. J. FEE, S. J. GUILDFORD, AND T. H. CHRZANOWSKI. 1997. The light: nutrient ratio in lakes: the balance of energy and materials affects ecosystem structure and process. American Naturalist 150:663-684.
    • (1997) American Naturalist , vol.150 , pp. 663-684
    • Sterner, R.W.1    Elser, J.J.2    Fee, E.J.3    Guildford, S.J.4    Chrzanowski, T.H.5
  • 62
    • 0000202043 scopus 로고
    • Photometric, radiometric, and quantum light units of measure: A review of procedures for interconversion
    • THIMIJAN, R. W., AND R. D. HEINS. 1983. Photometric, radiometric, and quantum light units of measure: a review of procedures for interconversion. HortScience 18:818-822.
    • (1983) HortScience , vol.18 , pp. 818-822
    • Thimijan, R.W.1    Heins, R.D.2
  • 63
    • 33750212216 scopus 로고    scopus 로고
    • Soluble reactive phosphorus transport and retention in tropical, rainforest streams draining a volcanic and thermally active landscape in Costa Rica: Long-term concentration patterns, pore water environment and response to ENSO events
    • TRISKA, F. J., C. M. PRINGLE, J. H. DUFF, R. J. AVANZINO, A. RAMIREZ, M. ARDON, AND A. P. JACKMAN. 2006. Soluble reactive phosphorus transport and retention in tropical, rainforest streams draining a volcanic and thermally active landscape in Costa Rica: long-term concentration patterns, pore water environment and response to ENSO events. Biogeochemistry 81:131-143.
    • (2006) Biogeochemistry , vol.81 , pp. 131-143
    • Triska, F.J.1    Pringle, C.M.2    Duff, J.H.3    Avanzino, R.J.4    Ramirez, A.5    Ardon, M.6    Jackman, A.P.7
  • 68
    • 77957104527 scopus 로고    scopus 로고
    • A protocol for data exploration to avoid common statistical problems
    • ZUUR, A. F., E. N. IENO, AND C. S. ELPHICK. 2010. A protocol for data exploration to avoid common statistical problems. Methods in Ecology and Evolution 1:3-14.
    • (2010) Methods in Ecology and Evolution , vol.1 , pp. 3-14
    • Zuur, A.F.1    Ieno, E.N.2    Elphick, C.S.3


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