Standard and Regional Bio-Optical Algorithms for Chlorophyll a Estimates in the Atlantic off the Southwestern Iberian Peninsula

被引:9
|
作者
Cristina, Sonia [1 ,2 ]
D'Alimonte, Davide [1 ]
Goela, Priscila Costa [1 ,2 ]
Kajiyama, Tamito [3 ]
Icely, John [1 ,4 ]
Moore, Gerald [5 ]
Fragoso, Bruno [1 ,4 ]
Newton, Alice [1 ,6 ]
机构
[1] Univ Algarve, Ctr Marine & Environm Res CIMA, P-8005139 Faro, Portugal
[2] Univ Cadiz, Fac Marine & Environm Sci, Puerto Real 11510, Spain
[3] Univ Algarve, P-8005139 Faro, Portugal
[4] Sagremarisco Lda, P-8650999 Vila Do Bispo, Portugal
[5] Crofters, Biooptika, Gunnislake PL18 9NQ, England
[6] NILU IMPEC, N-2027 Kjeller, Norway
关键词
Medium Resolution Imaging Spectrometer (MERIS) algal pigment index 1 (API1); multilayer perceptron (MLP) neural nets; ocean color; remote sensing reflectance; EUROPEAN SEAS; SW PORTUGAL; MERIS; PRODUCTS; COAST; DYNAMICS;
D O I
10.1109/LGRS.2016.2529182
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This study investigates standard and regional algal pigment index 1 (API1) estimates in the Atlantic off the southwestern Iberian Peninsula. Standard API1 data are those delivered by the Medium Resolution Imaging Spectrometer (MERIS) orbiting sensor. Equivalent quantities are computed by applying a regional inversion scheme using as input both MERIS and in situ remote sensing reflectances (R-rs). Reference data for the development of the regional algorithm and for the analysis of tested products include field measurements of total concentration of chlorophyll a (TChla) and coincident R-rs values collected at different distances from the coast. Validation results, based on matchup analysis, identifies a systematic overestimation of standard API1 versus the reference TChla values. The additional comparison of product maps in selected regions of interest confirms this tendency and demonstrates the feasibility and relevance of using regional algorithms for investigating spaceborne products. Analogous applications are hence devised for the early-stage evaluation of the forthcoming Sentinel-3/OLCI data products.
引用
收藏
页码:757 / 761
页数:5
相关论文
共 15 条
  • [11] Bio-optical characteristics of a phytoplankton bloom event off Baja California Peninsula (30-31°N)
    Barocio-Leon, Oscar A.
    Millan-Nunez, Roberto
    Santamaria-del-Angel, Eduardo
    Gonzalez-Silvera, Adriana
    Trees, Charles C.
    Orellana-Cepeda, Elizabeth
    CONTINENTAL SHELF RESEARCH, 2008, 28 (4-5) : 672 - 681
  • [12] Remote Sensing of Phytoplankton Size Class in Northwest Atlantic from 1998 to 2016: Bio-Optical Algorithms Comparison and Application
    Liu, Xiaohan
    Devred, Emmanuel
    Johnson, Catherine
    REMOTE SENSING, 2018, 10 (07):
  • [13] Correction to "Bio-optical relationships and ocean color algorithms for the north polar region of the Atlantic'' (vol 108, art no 3239, 2003)
    Stramska, M
    Stramski, D
    Hapter, R
    Kaczmarek, S
    Ston, J
    JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2003, 108 (C7)
  • [14] Semianalytic Moderate-Resolution Imaging Spectrometer algorithms for chlorophyll a and absorption with bio-optical domains based on nitrate-depletion temperatures
    Carder, KL
    Chen, FR
    Lee, ZP
    Hawes, SK
    Kamykowski, D
    JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1999, 104 (C3) : 5403 - 5421
  • [15] Validation of chlorophyll-α concentration maps from Aqua MODIS over the Gulf of Gabes (Tunisia): comparison between MedOC3 and OC3M bio-optical algorithms
    Hattab, Tarek
    Jamet, Cedric
    Sammari, Cherif
    Lahbib, Soumaya
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (20) : 7163 - 7177