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
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