Artículo

Estamos trabajando para incorporar este artículo al repositorio
Consulte el artículo en la página del editor
Consulte la política de Acceso Abierto del editor

Abstract:

The Argentine hake Merluccius hubbsi is one of the main commercial resources of the Southwest Atlantic region, with a reported catch of 259,202 tons in 2014. Hake recruitment shows high interannual variability, yet the environmental and biological factors that influence reproduction are not fully understood. The increasing availability of ocean color data presents an opportunity to investigate a wide variety of fundamental topics including ocean primary productivity, climate change, and fisheries, among others. However, differences in the timing, length, and radiometer characteristics of the different missions result in a number of relatively short data records that are not suitable, individually, for the analysis of interdecadal changes. The combination of these datasets to produce longer time series of consistent data is essential for interpreting variability and trends in key parameters. We analyzed almost 5 years of high spatial resolution overlapping data from the SeaWiFS and MODIS Aqua sensors in the Southwestern Atlantic Ocean to assess differences in chlorophyll concentration retrievals, estimate uncertainties, and develop corrections. Data from SeaWiFS (1997-2006) and corrected MODIS (2007-2015) were analyzed jointly as a >. 17-year time series of consistent and continuous chlorophyll concentration data, the longest record to date in the region. Trend analyses performed in the main spawning and nursery areas of M. hubbsi revealed significant increases in chlorophyll concentrations since 1997. The environmental factors likely influencing the observed changes and the potential implications for recruitment of M. hubbsi are discussed. © 2016 The Authors Published by Elsevier Inc.

Registro:

Documento: Artículo
Título:Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean)
Autor:Marrari, M.; Piola, A.R.; Valla, D.; Wilding, J.G.
Filiación:Departamento de Oceanografía, Servicio de Hidrografía Naval, Av. Montes de Oca 2124, Ciudad Autónoma de Buenos Aires, C1270ABV, Argentina
Consejo Nacional de Investigaciones Científicas y Técnicas, Godoy Cruz 2290, Ciudad Autónoma de Buenos Aires, C1425FQB, Argentina
Instituto Franco-Argentino sobre Estudios de Clima y sus Impactos, Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina
Departamento de Ciencias de Atmósfera y los Océanos, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina
NASA Goddard Space Flight Center, 8800 Greenbelt Rd, Greenbelt, MD 20771, United States
Palabras clave:Merluccius hubbsi; MODIS; Ocean color; SeaWiFS; Time series; Band structure; Chlorophyll; Climate change; Color; Radiometers; Satellite imagery; Time series; Uncertainty analysis; Chlorophyll concentration; High spatial resolution; Interannual variability; Merluccius hubbsi; MODIS; Ocean color; SeaWiFs; Southwestern Atlantic Ocean; Oceanography; Merluccius hubbsi; Rexea solandri
Año:2016
Volumen:177
Página de inicio:1
Página de fin:12
DOI: http://dx.doi.org/10.1016/j.rse.2016.02.011
Título revista:Remote Sensing of Environment
Título revista abreviado:Remote Sens. Environ.
ISSN:00344257
CODEN:RSEEA
Registro:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_00344257_v177_n_p1_Marrari

Referencias:

  • Acha, E.M., Mianzán, H.W., Guerrero, R.A., Favero, M., Bava, J., Marine fronts at the continental shelves of austral South America. Physical and ecological processes (2004) Journal of Marine Systems, 44, pp. 83-105
  • Almandoz, G.O., Ferrario, M.E., Ferreyra, G.A., Schloss, I.R., Esteves, J.L., Paparazzo, F.E., The genus Pseudo-nitzschia (Bacillariophyceae) in continental shelf waters of Argentina (Southwestern Atlantic Ocean, 38-55°S) (2007) Harmful Algae, 6, pp. 93-103
  • Behrenfeld, M.J., O'Malley, R.T., Siegel, D.A., McClain, C.R., Sarmiento, J.L., Feldman, G.C., Boss, E.S., Climate-driven trends in contemporary ocean productivity (2006) Nature, 444, pp. 752-755
  • Belkin, I.M., Rapid warming of large marine ecosystems (2009) Progress in Oceanography, 81, pp. 207-213
  • Bezzi, S.I., Renzi, M., Irusta, G., Santos, B., Tringali, L.S., Ehrlich, M.D., Castrucci, R., Caracterización biológica y pesquera de la merluza (Merluccius hubbsi) (2004) El Mar Argentino y sus Recursos Pesqueros. Tomo 4. Los peces marinos de interés pesquero, pp. 157-205. , Publicaciones Especiales INIDEP (Instituto Nacional de Investigación y Desarrollo Pesquero), Mar del Plata, Argentina. R.P. Sánchez, S.I. Bezzi (Eds.)
  • Bianchi, A.A., Bianucci, L., Piola, A.R., Ruiz Pino, D., Schloss, I., Poisson, A., Balestrini, C.F., Vertical stratification and air-sea CO2 fluxes in the Patagonian shelf (2005) Journal of Geophysical Research, 110
  • Bianchi, A.A., Ruiz Pino, D., Isbert Perlender, H.G., Osiroff, A.P., Segura, V., Lutz, V., Piola, A.R., Annual balance and seasonal variability of sea-air CO2 fluxes in the Patagonian Sea: Their relationship with fronts and chlorophyll distribution (2009) Journal of Geophysical Research, 114
  • Boyce, D.G., Lewis, M.L., Worm, B., Global phytoplankton decline over the past century (2010) Nature, 466, pp. 591-596
  • Brandini, F., Boltovskoy, D., Piola, A.R., Kocmur, S., Rottgers, R., Abreu, P., Mendes Lopes, R., Multiannual trends in fronts and distribution of nutrients and chlorophyll in the southwestern Atlantic (2000) Deep Sea Research, Part I, 47, pp. 1015-1033
  • Brunetti, N., Ivanovich, M., Aubone, A., Rossi, G., (2000), p. 1129. , Calamar (Illex argentinu). In: Síntesis del estado de las pesquerías marítimas argentinas y de la Cuenca del Plata. Mar del Plata, Argentina Bezzi, S.I., Akselman, R., and Boschi, E.E. (Eds); Campagna, C., Piola, A.R., Marin, M.R., Lewis, M., Fernández, T., Southern elephant seal trajectories, ocean fronts and eddies in the Brazil/Malvinas Confluence (2006) Deep Sea Research, Part I, 53, pp. 1907-1924
  • Campbell, J.W., The lognormal distribution as a model for bio-optical variability in the sea (1995) Journal of Geophysical Research, 100, pp. 13237-13254
  • Carreto, J.I., Lutz, V.A., Carignan, M.O., Cuchi Colleoni, A.D., De Marco, S.G., Hydrography and chlorophyll a in a transect from the coast to the shelf-break in the Argentinian Sea (1995) Continental Shelf Research, 15, pp. 315-336
  • Cochrane, D., Orcutt, G.H., Application of least squares regression to relationships containing auto-correlated error terms (1949) Journal of the American Statistical Association, 44 (245), pp. 32-61
  • Cushing, D.H., The natural regulation of fish populations (1974) Sea fisheries research, pp. 399-412. , Elek Science. London, United Kingdom, F.R. Harden Jones (Ed.)
  • Derisio, C., (2012) El rol del frente de mareas de Península Valdés en el control de la comunidad zooplanctónica, p. 134. , (PhD thesis), Universidad Nacional de Mar del Plata, Argentina
  • Djavidnia, S., Melin, F., Hoepffner, N., Comparison of global ocean colour data records (2010) Ocean Science, 6, pp. 61-76
  • Dogliotti, A.I., Schloss, I.R., Almandoz, G.O., Gagliardini, D.A., Evaluation of SeaWiFS and MODIS chlorophyll-a products in the Argentinean Patagonian Continental Shelf (38°S-55°S) (2009) International Journal of Remote Sensing, 30, pp. 251-273
  • Ehrlich, M.D., de Ciechomski, J.D., Reseña sobre la distribución de huevos y larvas de merluza (Merluccius hubbsi) basada en veinte años de investigaciones (1994) Frente Marítimo, 15, pp. 37-50
  • Esaias, W.E., Abbott, M.R., Barton, I., Brown, O.B., Campbell, J.W., Carder, K.L., Clark, D.K., Gordon, H.R., An overview of MODIS capabilities for ocean science observations (1998) IEEE Transactions on Geoscience and Remote Sensing, 36, pp. 1250-1265
  • Franz, B.A., Bailey, S.W., Meister, G., Werdell, P.J., Quality and consistency of the NASA Ocean color data record (2012) Proceedings of ocean optics XXI. Glasgow, Scotland, 8-12 October 2012
  • Fuentes-Yaco, C., Koeller, P.A., Sathyendranath, S., Platt, T., Shrimp (Pandalus borealis) growth and timing of the spring phytoplankton bloom on the Newfoundland-Labrador Shelf (2007) Fisheries Oceanography, 16, pp. 116-129
  • Garcia, V.M.T., Garcia, C.A.E., Mata, M.M., Pollery, R., Piola, A.R., Signorini, S., Iglesias Rodriguez, M.D., Environmental factors controlling the phytoplankton blooms at the Patagonia shelf-break in spring (2008) Deep Sea Research, Part I, 55, pp. 1150-1166
  • Glorioso, P.D., Temperature distribution related to shelf-sea fronts on the Patagonian shelf (1987) Continental Shelf Research, 7, pp. 27-34
  • Godø, O.R., Samuelsen, A., Macaulay, G.J., Patel, R., Hjøllo, S.S., Horne, J., Johannessen, J.A., Mesoscale eddies are oases for higher trophic marine life (2012) PloS One, 7 (1), p. e30161
  • Goni, G.J., Bringas, F., DiNezio, P.N., Observed low frequency variability of the Brazil Current front (2011) Journal of Geophysical Research, 116, p. C10037
  • Good, S.A., Corlett, G.K., Remedios, J.J., Noyes, E.J., Llewellyn-Jones, D.T., The global trend in sea surface temperature from 20 years of advanced very high resolution radiometer data (2007) Journal of Climate, 20, pp. 1255-1264
  • Gregg, W.W., Casey, N.W., Global and regional evaluation of the SeaWiFS chlorophyll dataset (2004) Remote Sensing of Environment, 93, pp. 463-479
  • Gregg, W.W., Rousseau, C.S., Decadal trends in global pelagic ocean chlorophyll: a new assessment integrating multiple satellites, in situ data, and models (2014) Journal of Geophysical Research, Oceans
  • Gregg, W.W., Casey, N.W., McClain, C.R., Recent trends in global ocean chlorophyll (2005) Geophysical Research Letters, 32, p. L03606
  • Guerrero, R.A., Piola, A.R., Fenco, H., Matano, R.P., Combes, V., Chao, Y., Strub, P.T., The salinity signature of the cross-shelf exchanges in the Southwestern Atlantic Ocean: Satellite observations (2014) Journal of Geophysical Research, Oceans, 119, pp. 7794-7810
  • Hjort, J., Fluctuations in the great fisheries of northern Europe viewed in the light of biological research (1914) Rapp. P. V. Reun. Cons. Int. Explor. Mer, 20, pp. 1-228
  • Hu, C., Carder, K.L., Müller-Karger, F.E., How precise are SeaWiFS ocean color estimates? Implications of digitization-noise errors (2001) Remote Sensing of Environment, 76, pp. 239-249
  • Hu, C.M., Muller-Karger, F.E., Taylor, C., Carder, K.L., Kelble, C., Johns, E., Heil, C.A., Red tide detection and tracing using MODIS fluorescence data: A regional example in SW Florida coastal waters (2005) Remote Sensing of Environment, 97 (3), pp. 311-321
  • Ocean-colour data merging (2007) Report of the International Ocean Colour Coordinating Group, 6, p. 68. , IOCCG, Dartmouth, Canada, 2007), W.W. Gregg, J. Aiken, E. Kwiatkowska, S. Maritorena, F. Melin, H. Murakami, S. Pinnock, C. Pottier (Eds.)
  • Lawrence, S.P., Llewellyn-Jones, D.T., Smith, S.J., The measurement of climate change using data from the advanced very high resolution and along track scanning radiometers (2004) Journal of Geophysical Research, 109, p. C08017
  • Legendre, P., Legendre, L., (1998) Numerical ecology, p. 870. , Elsevier Scientific Publishing Company, Amsterdam
  • Lumpkin, R., Garzoli, S., Interannual to decadal changes in the western South Atlantic's surface circulation (2011) Journal of Geophysical Research, 116, p. C01014
  • Macchi, G.J., Martos, P., Reta, R., Dato, C., Offshore spawning of the Argentine hake (Merluccius hubbsi) Patagonian stock (2010) Pan-American Journal of Aquatic Sciences, 5, pp. 22-35
  • Macchi, G.J., Pájaro, M., Ehrlich, M., Seasonal egg production pattern of the Patagonian stock of Argentine hake (Merluccius hubbsi) (2004) Fisheries Research, 67, pp. 25-38
  • Marrari, M., Daly, K.L., Hu, C., Spatial and temporal variability of SeaWiFS chlorophyll a distributions west of the Antarctic Peninsula: Implications for krill production (2008) Deep Sea Research, Part II, 53, pp. 377-392
  • Marrari, M., Hu, C., Daly, K.L., Validation of SeaWiFS chlorophyll a concentrations in the Southern Ocean: A revisit (2006) Remote Sensing of Environment, 105, pp. 367-375
  • Marrari, M., Signorini, S., McClain, C.R., Pájaro, M., Martos, P., Viñas, M.D., Buratti, C., Reproductive success of the Argentine anchovy, Engraulis anchoita, in relation to environmental variability at a mid-shelf front (Southwestern Atlantic Ocean) (2013) Fisheries Oceanography, 22, pp. 247-261
  • Martos, P., Piccolo, M.C., Hydrography of the Argentine continental shelf between 38° and 42°S (1988) Continental Shelf Research, 8, pp. 1043-1056
  • Matano, R.P., Combes, V., Piola, A.R., Guerrero, R., Palma, E.D., Strub, P.T., Saraceno, M., The salinity signature of the cross-shelf exchanges in the southwestern Atlantic Ocean: Numerical simulations (2014) Journal of Geophysical Research, Oceans, 119
  • McClain, C.R., Satellite remote sensing: Ocean color (2009) Encyclopedia of ocean sciences, pp. 4403-4416. , Elsevier Ltd. London, United Kingdom
  • McClain, C.R., Cleave, M.L., Feldman, G.C., Gregg, W.W., Hooker, S.B., Kuring, N., Science quality SeaWiFS data for global biosphere research (1998) Sea Technology, 39, pp. 10-16
  • Muller-Karger, F.E., Varela, R., Thunell, R., Astor, Y., Zhang, H., Hu, C., Processes of coastal upwelling and carbon flux in the CARIACO basin (2004) Deep Sea Research, Part II, 51, pp. 927-943
  • O'Reilly, J.E., Maritorena, S., O'Brien, M.C., Siegel, D.A., Toole, D., Menzies, D., Smith, R.C., Kahru, M., SeaWiFS postlaunch calibration and validation analyses: Part 3. SeaWiFS postlaunch technical report series (2000) NASA technical memorandum 2000-206892, 11, p. 49. , S.B. Hooker, F. R.E. (Eds.)
  • Pájaro, M., Macchi, G.J., Martos, P., Reproductive pattern of the Patagonian stock of Argentine hake (Merluccius hubbsi) (2005) Fisheries Research, 72, pp. 97-108
  • Palma, E.D., Matano, R.P., Piola, A.R., A numerical study of the Southwestern Atlantic Shelf circulation: Stratified ocean response to local and offshore forcing (2008) Journal of Geophysical Research, 113, p. C11010
  • Peterson, R.G., Whitworth, T., The Subantarctic and Polar Fronts in relation to deep water masses through the southwestern Atlantic (1989) Journal of Geophysical Research, 94 (C8), pp. 10817-10838
  • Piola, A.R., Gordon, A.L., Intermediate waters in the southwest South Atlantic (1989) Deep-Sea Research, 36, pp. 1-16
  • Piola, A.R., Moller, O.O., Guerrero, R.A., Campos, E.J.D., Variability of the subtropical shelf front off eastern South America: Winter 2003 and summer 2004 (2008) Continental Shelf Research, 28, pp. 1639-1648
  • Platt, T., Fuentes-Yaco, C., Frank, K.T., Spring algal bloom and larval fish survival (2003) Nature, 423, pp. 398-399
  • Rivas, A.L., Pisoni, J.P., Identification, characteristics and seasonal evolution of surface thermal fronts in the Argentinean Continental Shelf (2010) Journal of Marine Systems, 79, pp. 134-143
  • Romero, S.I., Piola, A.R., Charo, M., Garcia, C.A.E., Chlorophyll-a variability off Patagonia based on SeaWiFS data (2006) Journal of Geophysical Research, 111, p. C05021
  • Sabatini, M.E., Martos, P., Mesozooplankton features in a frontal area off northern Patagonia (Argentina) during spring 1995 and 1998 (2002) Scientia Marina, 66 (3), pp. 215-232
  • Sánchez, R.P., Martos, P., Synopsis on the reproductive biology and early life history of Engraulis anchoita, and related environmental conditions in Argentine waters (1989) Second IOC Workshop on Sardine/Anchovy Recruitment Project (SARP) in the Southwest Atlantic, Montevideo, Uruguay, 65, p. 7
  • Saraceno, M., Provost, C., On eddy polarity distribution in the southwestern Atlantic (2012) Deep Sea Research, Part I, 69, pp. 62-69
  • Saraceno, M., Provost, C., Piola, A.R., On the relationship of satellite retrieved surface temperature fronts and chlorophyll-a in the Western South Atlantic (2005) Journal of Geophysical Research, 110, p. C11016
  • Saraceno, M., Provost, C., Piola, A.R., Bava, J., Gagliardini, A., Brazil Malvinas Frontal System as seen from 9 years of advanced very high resolution radiometer data (2004) Journal of Geophysical Research, 109, p. C05027
  • Saulquin, B., Fablet, R., Mangin, A., Mercier, G., Antoine, D., Fanton d'Andon, O., Detection of linear trends in multisensor time series in the presence of autocorrelated noise: Application to the chlorophyll-a SeaWiFS and MERIS data sets and extrapolation to the incoming Sentinel 3-OLCI mission (2013) Journal of Geophysical Research, 118, pp. 3752-3763
  • Schloss, I.R., Ferreira, G.A., Ferrario, M.E., Almandoz, G.O., Codina, R., Bianchi, A.A., Poisson, A., Role of plankton communities in sea-air variations in pCO2 in the SW Atlantic Ocean (2007) Marine Ecology Progress Series, 332, pp. 93-106
  • Siegel, D.A., Behrenfeld, M.J., Maritorena, S., McClain, C.R., Antoine, D., Bailey, S.W., Bontempi, P.S., Doney, S.C., Regional to global assessments of phytoplankton dynamics from the SeaWiFS mission (2013) Remote Sensing of Environment, 135, pp. 77-91
  • Simonazzi, M., Relación largo-peso y largo-edad de primera madurez sexual de la merluza (2003) Aportes para la evaluación del recurso merluza (Merluccius hubbsi) al sur de los 41°S. INIDEP technical report, 51, pp. 11-26. , L.S. Tringali, S.I. Bezzi (Eds.)
  • Temperoni, B., Viñas, M.D., Food and feeding of Argentine hake (Merluccius hubbsi) larvae in the Patagonian nursery ground (2013) Fisheries Research, 148, pp. 47-55
  • Temperoni, B., Viñas, M.D., Buratti, C.C., Feeding strategy of juvenile (age-0+ year) Argentine hake Merluccius hubbsi in the Patagonian nursery ground (2013) Journal of Fish Biology, 83, pp. 1354-1370
  • Temperoni, B., Viñas, M.D., Martos, P., Marrari, M., Spatial patterns of copepod biodiversity in relation to a tidal front system in the main spawning and nursery area of the Argentine hake Merluccius hubbsi (2014) Journal of Marine Systems
  • Tiao, G.C., Reinsel, G.C., Xu, D., Pedrick, J.H., Zhu, X., Miller, A.J., Wuebbles, D.J., Effects of autocorrelation and temporal sampling schemes on estimates of trend and spatial correlation (1990) Journal of Geophysical Research, 95 (D12), pp. 20507-20517
  • Tonini, M., Palma, E., Rivas, A., (2006) Modelo de alta resolución de los golfos Patagónicos, pp. 1441-1460. , Mec. Comput., XXV
  • Viñas, M.D., Santos, B.A., First-feeding of hake (Merluccius hubbsi) larvae and prey availability in the North Patagonian spawning area - Comparison with anchovy (2000) Archives of Fishery and Marine Research, 48, pp. 242-254
  • Weatherhead, E.C., Reinsel, G.C., Tiao, G.C., Meng, X., Choi, D., Cheang, W., Keller, T., Kerr, J.B., Factors affecting the detection of trends: Statistical considerations and applications to environmental data (1998) Journal of Geophysical Research, 103 (D14), pp. 17149-17161
  • Werdell, P.J., Bailey, S.W., Franz, B.A., Harding, L.W., Feldman, G.C., McClain, C.R., Regional and seasonal variability of chlorophyll-a in Chesapeake Bay as observed by SeaWiFS and MODIS-Aqua (2009) Remote Sensing of Environment, 113, pp. 1319-1330
  • Wu, L., Cai, W., Zhang, L., Nakamura, H., Timmermann, A., Joyce, T., McPhaden, M.J., Visbeck, M., Enhanced warming over the global subtropical western boundary currents (2012) Nature

Citas:

---------- APA ----------
Marrari, M., Piola, A.R., Valla, D. & Wilding, J.G. (2016) . Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean). Remote Sensing of Environment, 177, 1-12.
http://dx.doi.org/10.1016/j.rse.2016.02.011
---------- CHICAGO ----------
Marrari, M., Piola, A.R., Valla, D., Wilding, J.G. "Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean)" . Remote Sensing of Environment 177 (2016) : 1-12.
http://dx.doi.org/10.1016/j.rse.2016.02.011
---------- MLA ----------
Marrari, M., Piola, A.R., Valla, D., Wilding, J.G. "Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean)" . Remote Sensing of Environment, vol. 177, 2016, pp. 1-12.
http://dx.doi.org/10.1016/j.rse.2016.02.011
---------- VANCOUVER ----------
Marrari, M., Piola, A.R., Valla, D., Wilding, J.G. Trends and variability in extended ocean color time series in the main reproductive area of the Argentine hake, Merluccius hubbsi (Southwestern Atlantic Ocean). Remote Sens. Environ. 2016;177:1-12.
http://dx.doi.org/10.1016/j.rse.2016.02.011