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Modeling the microbial food web

  • Modeling the Microbial Loop
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Abstract

Models of the microbial food web have their origin in the debate over the importance of bacteria as an energetic subsidy for higher trophic levels leading to harvestable fisheries. Conceptualization of the microbial food web preceded numerical models by 10–15 years. Pomeroy's work was central to both efforts. Elements necessary for informative and comprehensive models of microbial loops in plankton communities include coupled carbon and nitrogen flows utilizing a size-based approach to structuring and parameterizing the food web. Realistic formulation of nitrogen flows requires recognition that both nitrogenous and nonnitrogenous organic matter are important substrates for bacteria. Nitrogen regeneration driven by simple mass-specific excretion constants seems to overestimate the role of bacteria in the regeneration process. Quantitative assessment of the link-sink question, in which the original loop models are grounded, requires sophisticated analysis of size-based trophic structures. The effects of recycling complicate calculation of the link between bacteria or dissolved organic matter and mesozooplankton, and indirect effects show that the link might be much stronger than simple analyses have suggested. Examples drawn from a series of oceanic mixed layer plankton models are used to illustrate some of these points. Single-size class models related to traditional P-Z-N approaches are incapable of simulating bacterial biomass cycles in some locations (e.g., Bermuda) but appear to be adequate for more strongly seasonal regimes at higher latitudes.

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References

  1. Anderson TR (1992) Modeling the influence of food C:N ratio and respiration on growth and nitrogen excretion in marine zooplankton and bacteria J Plankton Res 14:1645–1671

    Google Scholar 

  2. Andrews P, Williams PJleB (1971) Heterotrophic utilization of dissolved organic compounds in the sea. III. Measurement of the oxidation rates and concentrations of glucose and amino acids in seawater. J Mar Biol Assoc UK 51:111–125

    Google Scholar 

  3. Azam F, Hodson RE (1977) Size distribution and activity of marine microheterotrophs Limnol Oceanogr 22:492–501

    Google Scholar 

  4. Azam F, Fenchel T, Field JG, Gray JS, Meyer-Reil LA, Thingstad F (1983) The ecological role of water column microbes in the sea. Mar Ecol Prog Ser 10:257–263

    Google Scholar 

  5. Billen G (1984) Heterotrophic utilization and regeneration of nitrogen. In: Hobbie JE, Williams PJLeB (eds) Heterotrophic activity in the sea. Plenum Press, New York, pp 313–356

    Google Scholar 

  6. Billen G, Joiris C, Wijnant J, Gillain G (1980) Concentration and microbiological utilization of small organic molecules in the Scheldt estuary, the Belgian Coastal Zone of the North Sea, and the English Channel. Estuar Coastal Mar Sci 11:279–294

    Google Scholar 

  7. Bratbak G, Thingstad TF (1985) Phytoplankton-bacteria interactions: an apparent paradox? Analysis of a model system with both competition and commensalism. Mar Ecol Prog Ser 25:23–30

    Google Scholar 

  8. Cole JJ, Pace ML, Findlay S (1988) Bacterial production in fresh and saltwater ecosystems: a cross-system overview. Mar Ecol Prog Ser 43:1–10

    Google Scholar 

  9. Ducklow HW (1991) The passage of carbon through microbial foodwebs: results from flow network models. Mar Microb Foodwebs 5:1–16

    Google Scholar 

  10. Ducklow HW, Carlson CA (1992) Oceanic bacterial production. Adv Microb Ecol 12:113–181

    Google Scholar 

  11. Ducklow HW, MJR Fasham (1992) Bacteria in the greenhouse: modeling the role of oceanic plankton in the global carbon cycle. In: Mitchell R (ed) New concepts in environmental microbiology, vol 3. Wiley-Liss, New York, pp 1–30

    Google Scholar 

  12. Ducklow HW, Taylor AH (1991) Modelling—session summary. In: Reid PC, Turley CM, Burkill PH (eds) Protozoa and their role in marine processes. Springer-Verlag, Berlin, pp 431–442

    Google Scholar 

  13. Ducklow HW, Fasham MJR, Vezina AF (1989) Flow analysis of open sea plankton networks. In: Wulff F, Field JG, Mann KH (eds) Network analysis in marine ecology. Springer-Verlag, Berlin, pp 159–205

    Google Scholar 

  14. Ducklow HW, Kirchman DL, Quinby HL, Carlson CA, Dam HG (1993) Stocks and dynamics of bacterioplankton carbon during the spring phytoplankton bloom in the eastern North Atlantic Ocean. Deep-Sea Res 40:245–263

    Google Scholar 

  15. Fasham MJR (1985) Flow analysis of materials in the marine euphotic zone. In: Ulanowicz RE, Platt T (eds) Ecosystem theory for biological oceanography. Can Bull Fish Aquatic Sci 213:139–162

  16. Fasham MJR, Ducklow HW, McKelvie SM (1990) A nitrogen-based model of plankton dynamics in the oceanic mixed layer. J Mar Res 48:591–639

    Google Scholar 

  17. Fasham MJR, Sarmiento JL, Slater RD, Ducklow HW, Williams R (1993) Ecosystem behavior at Bermuda Station “S” and Ocean Weather Station “India”: a general circulation model and observational analysis. Global Biogeochem Cycles 7:379–416

    Google Scholar 

  18. Fuhrman JA, Azam F (1980) Bacterioplankton secondary production estimates for coastal waters of British Columbia, Antarctica, and California. Appl Environ Microbiol 39:1085–1095

    Google Scholar 

  19. Geider RJ, Platt T, Raven JA (1986) Size dependence of growth and photosynthesis in diatoms: a synthesis. Mar Ecol Prog Ser 30:93–104

    Google Scholar 

  20. Goldman JC, Dennett MR (1991) Ammonium regeneration and carbon utilization by marine bacteria grown on mixed substrates. Mar Biol 109:369–378

    Google Scholar 

  21. Goldman JC, Caron DA, Andersen OK, Dennett MR (1985) Nutrient cycling in a microflagellate food chain. I. Nitrogen dynamics. Mar Ecol Prog Ser 24:231–242

    Google Scholar 

  22. Goldman J, Caron DA, Dennett MR (1987) Regulation of gross growth efficiency and ammonium regeneration in bacteria by substrate C:N ratio. Limnol Oceanogr 32(6):1239–1252

    Google Scholar 

  23. Graham JM (1991) Symposium introductory remarks: a brief history of aquatic microbial ecology. J Protozool 38:66–69

    Google Scholar 

  24. Hagstrom A, Larrson U, Horstedt P, Normark S (1979) Frequency of dividing cells, a new approach to the determination of bacterial growth rates in aquatic environments. Appl Environ Microbiol 37:805–812

    Google Scholar 

  25. Hoch MP, Kirchman DL (1993) Seasonal and interannual variability in bacterial production and biomass in a temperate estuary. Mar Ecol Prog Ser 98:283–295

    Google Scholar 

  26. Iwasa Y, Andreason V, Levin S (1987) Aggregation in model ecosystems. I. Perfect aggregation. Ecol Modeling 37:287–302

    Google Scholar 

  27. Jackson GA, Eldridge PM (1992) Food web analysis of a planktonic system of Southern California. Prog Oceanogr 30:223–251

    Google Scholar 

  28. Jumars PA, Penry D, Baross JA, Perry MJ, Frost BW (1989) Closing the microbial loop: dissolved organic carbon pathway to heterotrophic bacteria from incomplete ingestion digestion and absorption in animals. Deep-Sea Res 36:483–495

    Google Scholar 

  29. Karl DM (1979) Measurement of microbial activity and growth in the ocean by rates of stable ribonucleic acid synthesis. Appl Environ Microbiol 38:850–860

    Google Scholar 

  30. Kingsland S (1985) Modeling nature: episodes in the history of population ecology. University of Chicago Press, Chicago

    Google Scholar 

  31. Kirchman DL (1994) The uptake of inorganic nutrients by heterotrophic bacteria. Microb Ecol 28:255–271.

    Google Scholar 

  32. Kirchman D, Keil RG, Wheeler PA (1989) The effect of amino acids on ammonium utilization and regeneration by heterotrophic bacteria in the subarctic Pacific. Deep-Sea Res 36(11):1763–1776

    Google Scholar 

  33. Malone TC, Ducklow HW (1990) Microbial biomass in the coastal plume of Chesapeake Bay: phytoplankton-bacterioplankton relationships. Limnol Oceanogr 35:296–312

    Google Scholar 

  34. Martin JH, Knauer GA, Karl DM, Broenkow WW (1987) VERTEX: carbon cycling in the northeast Pacific. Deep-Sea Res 34:267–285

    Google Scholar 

  35. Mills EL (1989) Biological oceanography: an early history 1870–1960. Cornell Univ., Ithaca, NY

    Google Scholar 

  36. Moloney CL, Field JG (1989) General allometric equations for rates of nutrient uptake ingestion and respiration in plankton organisms. Limnol Oceanogr 34(7):1290–1299

    Google Scholar 

  37. Moloney CL, Field JG (1991) The size-based dynamics of plankton food webs. 1. A simulation model of carbon and nitrogen flux. J Plankton Res 13:1003–1038

    Google Scholar 

  38. Odum HT, Odum EP (1955) Trophic structure and productivity of a windward coral reef community on Eniwetok Atoll. Ecol Monogr 25:291–320

    Google Scholar 

  39. Pace ML, Glasser JE, Pomeroy LR (1984) A simulation analysis of continental shelf food webs. Mar Biol 82:47–63

    Google Scholar 

  40. Paffenhofer G-A, Knowles SC (1979) Ecological implications of fecal pellet size production and consumption by copepods. J Mar Res 37:35–49

    Google Scholar 

  41. Patten BC (1968) Mathematical models of plankton production. Int Rev ges Hydrobiol 53:357–408

    Google Scholar 

  42. Platt T (1985) Structure of the marine ecosystem: its allometric basis. In: Ulanowicz RE, Platt T (eds) Ecosystem theory for biological oceanography. Can Bull Fish Aquat Sci 213:55–64

  43. Pomeroy LR (1970) The strategy of mineral cycling. Annu Rev Ecol Syst 1:171–190

    Google Scholar 

  44. Pomeroy LR (1974) The ocean's food web: a changing paradigm. BioScience 24:499–504

    Google Scholar 

  45. Pomeroy LR (1979) Secondary production mechanisms of continental shelf communities. In: Livingston RJ (ed) Ecological processes in coastal and marine systems. Plenum, New York, pp 163–186

    Google Scholar 

  46. Pomeroy LR, Wiebe WJ (1988) Energetics of microbial food webs. Hydrobiol 159:7–18

    Google Scholar 

  47. Pomeroy LR, Atkinson LP, Blanton JO, Campbell WB, Jacobsen T, Kerrick KH, Wood AM (1983) Microbial distribution and abundance in response to physical and biological processes on the continental shelf of the southeastern USA. Cont Shelf Res 2:1–20

    Google Scholar 

  48. Poulet SA (1983) Factors controlling utilization of non-algal diets by particle-grazing cope-pods: a review. Oceanol Acta 6:221–234

    Google Scholar 

  49. Riley GA (1946) Factors controlling plankton populations on Georges Bank. J Mar Res 6:54–73

    Google Scholar 

  50. Riley GA, Stommel H, Bumpus DA (1949) Quantitative ecology of the plankton of the western North Atlantic. Bull Bingham Oceanogr Coll 12:1–169

    Google Scholar 

  51. Sarmiento JL, Slater RD, Fasham MJR, Ducklow HW, Toggweiler JR, Evans GT (1993) A seasonal three-dimensional ecosystem model of nitrogen cycling in the North Atlantic Euphoric Zone. Global Biogeochem Cycles 7:417–451

    Google Scholar 

  52. Sherr E, Sherr B (1988) Role of microbes in pelagic food webs: a revised comment Limnol Oceanogr 33:1225–1227

    Google Scholar 

  53. Shiah F-K, Ducklow HW (1993) Temperature regulation of heterotrophic bacterioplankton abundance production and specific growth rate in Chesapeake Bay, USA. Limnol Oceanogr 39:1243–1258

    Google Scholar 

  54. Smith DC, Simon M, Alldredge AL, Azam F (1992) Intense hydrolytic enzyme activity on marine aggregates and implications for rapid particle dissolution. Nature 359:139–142

    Google Scholar 

  55. Steele JH (1974) The structure of marine ecosystems. Harvard University Press, Cambridge

    Google Scholar 

  56. Steele JH, Henderson EW (1992) The role of predation in plankton models. J Plankton Res 14:157–172

    Google Scholar 

  57. Thingstad TF (1987) Utilization of N, P, and organic C by heterotrophic bacteria. I. Outline of a chemostat theory with a consistent concept of maintenance metabolism. Mar Ecol Progr Ser 35:99–109

    Google Scholar 

  58. Ulanowicz RE (1986) Growth and development: ecosystems phenomenology. Springer-Verlag, New York

    Google Scholar 

  59. Vallino J, Stephanopoulos G (1990) Flux determination in cellular reaction networks: applications to lysine fermentations. In: Sikdar SK, Bier M, Todd P (eds) Frontiers in bioprocessing. CRC Press, Boca Raton, Florida, pp 205–219

    Google Scholar 

  60. Vezina AF, Platt T (1987) Foodweb dynamics in the ocean. 1. Best-estimates of flow networks using inverse methods. Mar Ecol Progr Ser 42:269–287

    Google Scholar 

  61. Vinogradov ME, Menshutkin VV, Shushkina EA (1972) On mathematical simulation of a pelagic ecosystem in tropical waters of the ocean. Mar Biol 16:261–268

    Google Scholar 

  62. Wheeler PA, and Kirchman DL (1986) Utilization of inorganic and organic nitrogen by bacteria in marine systems. Limnol Oceanogr 31:998–1009

    Google Scholar 

  63. Wiegert RG (1979) Population models: experimental tools for the analysis of ecosystems. In: Horn DJ, Mitchell R, Stairs GR (eds) Ecosystem analysis and prediction. Ohio State University Press, Columbus, Ohio, pp 239–275

    Google Scholar 

  64. Williams PJIeB (1981) Incorporation of microheterotrophic processes into the classical paradigm of the planktonic food web. Kieler wiss Meeresforsch 5:1–28

    Google Scholar 

  65. Wright RT (1988) Methods for evaluating the interactions of substrate and grazing as factors controlling planktonic bacteria. Arch Hydrobiol Beih Ergebn Limnol 31:229–242

    Google Scholar 

  66. Wright RT (1988) A model for short-term control of the bacterioplankton by substrate and grazing. Hydrobiologia 159:111–117

    Google Scholar 

  67. Wright RT, JE Hobbie (1965) The uptake of organic solutes in lake water. Limnol Oceanogr 10:22–28

    Google Scholar 

  68. Wroblewski J (1977) A model of phytoplankton plume formation during variable Oregon upwelling. J Mar Res 35:357–394

    Google Scholar 

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Correspondence to H. W. Ducklow.

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Ducklow, H.W. Modeling the microbial food web. Microb Ecol 28, 303–319 (1994). https://doi.org/10.1007/BF00166822

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