Empirical model for chlorophyll-a determination in inland waters from the forthcoming Sentinel-2 and 3. Validation from HICO images
- Delegido, J. 1
- Tenjo, C. 1
- Ruiz-Verdú, A. 1
- Peña, R. 1
- Moreno, J. 1
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1
Universitat de València
info
ISSN: 1133-0953
Année de publication: 2014
Número: 41
Pages: 37-47
Type: Article
D'autres publications dans: Revista de teledetección: Revista de la Asociación Española de Teledetección
Résumé
Chlorophyll-a concentration is one of the main indicators of inland waters quality. Using CHRIS/PROBA images and in situ data obtained in four lakes in Colombia and Spain, we obtained empirical models for the estimation of chlorophyll-a concentration, which can be directly applied to future images of MSI Sentinel-2 and OLCI Sentinel-3 sensors. The models, based on spectral band indices, were validated with data from the hyperspectral sensor HICO, onboard of the International Space Station.
Références bibliographiques
- Alonso, L., Gómez-Chova, L., Moreno, J., Guanter, L., Brockmann, C., Fomferra, N., Regner, P., 2009. CHRIS/PROBA Toolbox for hyperspectral and multiangular data exploitations. En: Proceedings of IEEE International Geoscience and Remote Sensing Symposium. Cape Town, South Africa, July 12-17, 2, pp 202-205.
- Bernstein, L., Adler-Golden, S., Sundberg, R., Levine, R., Perkins, T., Berk, A., Ratkowski, A., Felde, G., Hoke, M., 2005. A New Method for Atmospheric Correction and Aerosol Optical Property Retrieval for VIS-SWIR Multi- and Hyperspectral Imaging Sensors: QUAC (QUick Atmospheric Correction). En: Proceedings of IEEE International Geoscience and Remote Sensing Symposium. Seoul, Korea, July 25-29, 5, pp 3549-3552.
- Dall'Olmo, G., Gitelson, A., 2005. Effect of bio-optical parameter variability on the remote estimation of chlorophyll-a concentration in turbid productive waters: experimental results. Applied Optics, 44(3), 412-422. doi:10.1364/AO.44.000412
- Dall'Olmo, G., Gitelson, A., 2006. Effect of bio-optical parameter variability and uncertainties in reflectance measurements on the remote estimation of chlorophyll-a concentration in turbid productive waters: Modeling results. Applied Optics, 45(15), 3577-3592. doi:10.1364/AO.45.003577
- Gons, H. J., Rijkeboer, M., Ruddick, K. G., 2002. A chlorophyll-retrieval algorithm for satellite imagery (Medium Resolution Imaging Spectrometer) of inland and coastal waters. Journal of Plankton Research, 24(9), 947-951.
- doi:10.1093/plankt/24.9.947
- Gons, H. J., Rijkeboer, M., Ruddick, K. G., 2005. Effect of a waveband shift on chlorophyll retrieval from MERIS imagery of inland and coastal waters. Journal of Plankton Research, 27(1), 125−127. doi:10.1093/plankt/fbh151
- Gregor, J., Maršálek, B., 2004. Freshwater Phytoplankton Quantification by Chlorophyll a: A Comparative Study of in vitro, in vivo and in situ methods. Water Research, 38(3), 517-522. doi:10.1016/j.watres.2003.10.033
- Lewis, M., Gould, R., Arnone, R., Lyon, P., Martinolich, P., Vaughan, R., Lawson, A., Scardino, T., Hou, W., Snyder, W., Lucke, R., Corson, M., Montes, M., Davis, C., 2009. The Hyperspectral Imager for the Coastal Ocean (HICO): Sensor and data processing overview. En: OCEANS 2009, MTS/IEEE Biloxi - Marine Technology for Our Future: Global and Local Challenges, October 26-29, Biloxi, Mississippi, USA, p 1-9.
- Matthews, M. W., 2011. A current review of empirical procedures of remote sensing in inland and near-coastal transitional waters. International Journal of Remote Sensing, 32(21), 6855-6899. doi:10.1080/01431161.2010.512947
- Odermatt, D., Gitelson, A., Brando, V. E., Schaepman, M., 2012. Review of constituent retrieval in optically deep and complex waters from satellite imagery. Remote Sensing of Environment, 118, 116-126. doi:10.1016/j.rse.2011.11.013
- OSU (Oregon State University), 2009. Data Characteristics. In HICO (Hyperspectral Imager for the Coastal Ocean). Último acceso: 18 marzo 2014, de http://hico.coas.oregonstate.edu/index.shtml
- Soria, J. M., Vicente, E., 2002. Estudios de los aportes hídricos al parque natural de la Albufera de Valencia. Limnetica, 2, 105-115.