Combining shipboard in situ data with satellite data to estimate daily primary production in a coastal upwelling system: A data mining approach
Tài liệu tham khảo
Agrawal, 1994, Fast algorithms for mining association rules in large databases, 487
Alvera-Azcárate, 2007, Multivariate reconstruction of missing data in sea surface temperature, chlorophyll, and wind satellite fields, Journal of Geophysical Research, 112, C03008
André, 1992, Ocean color remote-sensing and the subsurface vertical structure of phytoplankton pigments, Deep Sea Research Part A: Oceanographic Research Papers, 39, 763, 10.1016/0198-0149(92)90119-E
Andrews, 1980, Upwelling in the Southern Benguela Current, Progress in Oceanography, 9, 1, 10.1016/0079-6611(80)90015-4
Antoine, 1996, Oceanic primary production: 2. Estimation at global scale from satellite (Coastal Zone Color Scanner) chlorophyll, Global Biogeochemical Cycles, 10, 57, 10.1029/95GB02832
Barlow, 1982, Phytoplankton ecology in the Southern Benguela current. III. Dynamics of a bloom, Journal of Experimental Marine Biology and Ecology, 63, 239, 10.1016/0022-0981(82)90181-2
Barlow, 1997, Improved resolution of mono- and divinyl chlorophylls a and b and zeaxanthin and lutein in phytoplankton extracts using reverse phase C-8 HPLC, Marine Ecology Progress Series, 161, 303, 10.3354/meps161303
Barlow, 2009, Primary production in the Benguela ecosystem, 1999–2002, African Journal of Marine Science, 31, 97, 10.2989/AJMS.2009.31.1.9.780
Behrenfeld, 1997, Photosynthetic rates derived from satellite-based chlorophyll concentration, Limnology and Oceanography, 42, 1, 10.4319/lo.1997.42.1.0001
Behrenfeld, 1997, A consumer’s guide to phytoplankton primary production models, Limnology and Oceanography, 42, 1479, 10.4319/lo.1997.42.7.1479
Behrenfeld, 2006, Climate-driven trends in contemporary ocean productivity, Nature, 444, 752, 10.1038/nature05317
Blamey, 2012, Regime-shifts in the southern Benguela shelf and inshore region, Progress in Oceanography, 106, 80, 10.1016/j.pocean.2012.07.001
Botsford, 2006, Effects of variable winds on biological productivity on continental shelves in coastal upwelling systems, Deep Sea Research Part II: Topical Studies in Oceanography, 53, 3116, 10.1016/j.dsr2.2006.07.011
Bricaud, 1995, Variability in the chlorophyll-specific absorption coefficients of natural phytoplankton: analysis and parameterization, Journal of Geophysical Research, 100, 13321, 10.1029/95JC00463
Brown, 1987, The development and decline of phytoplankton blooms in the southern Benguela upwelling system. 1. Drogue movements, hydrography and bloom development, South African Journal of Marine Science, 5, 357, 10.2989/025776187784522801
Campbell, 2002, Comparison of algorithms for estimating ocean primary production from surface chlorophyll, temperature, and irradiance, Global Biogeochemical Cycles, 16, 9-1, 10.1029/2001GB001444
Carr, 2002, Estimation of potential productivity in Eastern Boundary Currents using remote sensing, Deep Sea Research Part II: Topical Studies in Oceanography, 49, 59, 10.1016/S0967-0645(01)00094-7
Carr, 2006, A comparison of global estimates of marine primary production from ocean color, Deep Sea Research Part II: Topical Studies in Oceanography, 53, 741, 10.1016/j.dsr2.2006.01.028
Checkley, 2009, Patterns and processes in the California Current System, Progress in Oceanography, 83, 49, 10.1016/j.pocean.2009.07.028
Demarcq, 2003, Climatology and variability of sea surface temperature and surface chlorophyll in the Benguela and Agulhas ecosystems as observed by satellite imagery, African Journal of Marine Science, 25, 363, 10.2989/18142320309504022
Demarcq, 2008, Generalised model of primary production in the southern Benguela upwelling system, Marine Ecology Progress Series, 354, 59, 10.3354/meps07136
Edwards, 2004, Impact of climate change on marine pelagic phenology and trophic mismatch, Nature, 430, 881, 10.1038/nature02808
Fawcett, 2007, Contrasting wind patterns and toxigenic phytoplankton in the southern Benguela upwelling system, Marine Ecology Progress Series, 348, 19, 10.3354/meps07027
Friedrichs, 2009, Assessing the uncertainties of model estimates of primary productivity in the tropical Pacific Ocean, Journal of Marine Systems, 76, 113, 10.1016/j.jmarsys.2008.05.010
García-Reyes, 2014, Synoptic-scale upwelling indices and predictions of phyto- and zooplankton populations, Progress in Oceanography, 120, 177, 10.1016/j.pocean.2013.08.004
Gordon, 1989, Can the Lambert–Beer law be applied to the diffuse attenuation coefficient of ocean water?, Limnology and Oceanography, 34, 1389, 10.4319/lo.1989.34.8.1389
Hoepffner, 1999, Depth-integrated primary production in the eastern tropical and subtropical North Atlantic basin from ocean colour imagery, International Journal of Remote Sensing, 20, 1435, 10.1080/014311699212812
Hu, Y.-H., Chen, Y.-L., Lin, E.-H., 2007. Classification of time-sequential attributes by using sequential pattern rules. In: Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2007). IEEE, pp. 735–739. http://dx.doi.org/10.1109/FSKD.2007.217.
Hutchings, 1984, Hydrological and biological shipboard monitoring of upwelling off the Cape Peninsula, South African Journal of Science
Hutchings, 2012, St Helena Bay (southern Benguela) then and now: muted climate signals, large human impact, African Journal of Marine Science, 34, 559, 10.2989/1814232X.2012.689672
Jacox, 2013, The potential for improving remote primary productivity estimates through subsurface chlorophyll and irradiance measurement, Deep Sea Research Part II: Topical Studies in Oceanography
Kahru, 2009, Trends in primary production in the California Current detected with satellite data, Journal of Geophysical Research, 114, C02004, 10.1029/2008JC004979
Kyewalyangav, 1992, Ocean primary production calculated by spectral and broad-band models, Marine Ecology Progress Series, 85, 171, 10.3354/meps085171
Lamont, 2011
Lafferty, 2001, Conditional random fields: Probabilistic models for segmenting and labeling sequence data, 282
Lee, 2005, Diffuse attenuation coefficient of downwelling irradiance: an evaluation of remote sensing methods, Journal of Geophysical Research, 110, C02017
Lee, 2007, Euphotic zone depth: its derivation and implication to ocean-color remote sensing, Journal of Geophysical Research, 112, C03009
Liu, B., Hsu, W., Ma, Y., 1998. Integrating classification and association rule mining. In: Proceedings of the 4th International Conference on Knowledge Discovery and Data Mining (KDD ’98). AAAI Press, pp. 80–86.
Liu, B., Ma, Y., Wong, C.K., Yu, P.S., Watson, I.B.M.T.J., Heights, Y., 2003. Scoring the Data Using Association Rules, pp. 119–135.
Lloyd, 1982, Least squares quantization in PCM, IEEE Transactions on Information Theory, 28, 129, 10.1109/TIT.1982.1056489
Longhurst, 1995, An estimate of global primary production in the ocean from satellite radiometer data, Journal of Plankton Research, 17, 1245, 10.1093/plankt/17.6.1245
MacQueen, J., 1967. Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability: Statistics, vol. 1. The Regents of the University of California, pp. 281–297.
Mitchell-Innes, 1992, Hydrographic parameters as indicators of the suitability of phytoplankton populations as food for herbivorous copepods, South African Journal of Marine Science, 12, 355, 10.2989/02577619209504711
Mitchell-Innes, 2000, Productivity of dinoflagellate blooms on the west coast of South Africa, as measured by natural fluorescence, South African Journal of Marine Science, 22, 273, 10.2989/025776100784125762
Mitchell-Innes, 2001, Variability of chlorophyll profiles on the west coast of southern Africa in June/July 1999, South African Journal of Science, 97, 246
Mitchell-Innes, 1991, Short-term variability during an anchor station study in the southern Benguela upwelling system: phytoplankton production and biomass in relation to specie changes, Progress in Oceanography, 28, 65, 10.1016/0079-6611(91)90021-D
Montecino, 2004, Bio-optical characteristics and primary productivity during upwelling and non-upwelling conditions in a highly productive coastal ecosystem off central Chile (∼36°S), Deep Sea Research Part II: Topical Studies in Oceanography, 51, 2413, 10.1016/j.dsr2.2004.08.012
Morel, 1991, Light and marine photosynthesis: a spectral model with geochemical and climatological implications, Progress in Oceanography, 26, 263, 10.1016/0079-6611(91)90004-6
Morel, 1989, Surface pigments, algal biomass profiles, and potential production of the euphotic layer: relationships reinvestigated view of remote-sensing applications, Limnology and Oceanography, 34, 1545, 10.4319/lo.1989.34.8.1545
Pinto, 2003, Table extraction using conditional random fields, 235
Platt, 1986, Primary production of the ocean water column as a function of surface light intensity: algorithms for remote sensing, Deep Sea Research Part A: Oceanographic Research Papers, 33, 149, 10.1016/0198-0149(86)90115-9
Platt, 1991, Basin-scale estimates of oceanic primary production by remote sensing: the North Atlantic, Journal of Geophysical Research, 96, 15147, 10.1029/91JC01118
Platt, 1988, Oceanic primary production: estimation by remote sensing at local and regional scales, Science, 241, 1613, 10.1126/science.241.4873.1613
Platt, 1993, Estimators of primary production for interpretation of remotely sensed data on ocean color, Journal of Geophysical Research, 98, 14561, 10.1029/93JC01001
Platt, 1988, Ocean primary production and available light: further algorithms for remote sensing, Deep Sea Research Part A: Oceanographic Research Papers, 35, 855, 10.1016/0198-0149(88)90064-7
Platt, 2008, Operational estimation of primary production at large geographical scales, Remote Sensing of Environment, 112, 3437, 10.1016/j.rse.2007.11.018
Platt, 1994, Attenuation of visible light by phytoplankton in a vertically structured ocean: solutions and applications, Journal of Plankton Research, 16, 1461, 10.1093/plankt/16.11.1461
Preston-Whyte, 2000
Quinlan, 1993
Riley, 1956, Oceanography of Long Island Sound, 1952–54. 9. Production and utilization of organic matter, Bulletin of the Bingham Oceanographic Collection, 15, 324
Saba, 2011, An evaluation of ocean color model estimates of marine primary productivity in coastal and pelagic regions across the globe, Biogeosciences, 8, 489, 10.5194/bg-8-489-2011
Sathyendranath, 1995, Regionally and seasonally differentiated primary production in the North Atlantic, Deep Sea Research Part I: Oceanographic Research Papers, 42, 1773, 10.1016/0967-0637(95)00059-F
Sha, 2003, Shallow parsing with conditional random fields, vol. 1, 134
Shannon, 1985, Are fish stocks food-limited in the southern Benguela pelagic ecosystem?, Marine Ecology Progress Series, 22, 7, 10.3354/meps022007
Siegel, 2001, Bio-optical modeling of primary production on regional scales: the Bermuda BioOptics project, Deep Sea Research Part II: Topical Studies in Oceanography, 48, 1865, 10.1016/S0967-0645(00)00167-3
Silió-Calzada, 2008, Estimates of sea surface nitrate concentrations from sea surface temperature and chlorophyll concentration in upwelling areas: a case study for the Benguela system, Remote Sensing of Environment, 112, 3173, 10.1016/j.rse.2008.03.014
Silulwane, 2001, Identification and classification of vertical chlorophyll patterns in the Benguela upwelling system and Angola-Benguela front using an artificial neural network, South African Journal of Marine Science, 23, 37, 10.2989/025776101784528872
Smith, 1936, Photosynthesis in relation to light and carbon dioxide, Proceedings of the National Academy of Sciences of the United States of America, 22, 504, 10.1073/pnas.22.8.504
Steele, 1981, The University of Chicago a simple plankton model, American Naturalist, 117, 676, 10.1086/283752
Uitz, 2010, Phytoplankton class-specific primary production in the world’s oceans: seasonal and interannual variability from satellite observations, Global Biogeochemical Cycles, 24, 10.1029/2009GB003680
Uitz, 2006, Vertical distribution of phytoplankton communities in open ocean: an assessment based on surface chlorophyll, Journal of Geophysical Research, 111, C08005, 10.1029/2005JC003207
Waldron, 1992, Nitrate supply and potential new production in the Benguela upwelling system, South African Journal of Marine Science, 12, 29, 10.2989/02577619209504688
Walker, 1991, Relationships between hydrography, phytoplankton production, biomass, cell size and species composition, and copepod production in the southern Benguela upwelling system in April 1988, South African Journal of Marine Science, 11, 289, 10.2989/025776191784287529
Weeks, 2006, Remotely sensed variability of temperature and chlorophyll in the southern Benguela: upwelling frequency and phytoplankton response, African Journal of Marine Science, 28, 493, 10.2989/18142320609504201