Artículos de revistas
Multipolarized Palsar/alos Images To Discriminate Sugarcane Phenological Phases [imagens Multipolarizadas Do Sensor Palsar/alos Na Discriminação Das Fases Fenológicas Da Cana-de-açúcar]
Registro en:
Pesquisa Agropecuaria Brasileira. , v. 47, n. 9, p. 1307 - 1316, 2012.
0100204X
10.1590/S0100-204X2012000900016
2-s2.0-84871271890
Autor
Picoli M.C.A.
Lamparelli R.A.
Sano E.E.
Rocha J.V.
Institución
Resumen
The objective of this work was to evaluate the potential of multipolarized Palsar/Alos satellite images to discriminate phenological phases of sugarcane. Digital values from four digital images of February, May, August, and October 2008, with HH (sending and receiving wave in horizontal polarization) and HV polarizations (sending wave in horizontal polarization and receiving in vertical polarization), were converted to backscattering coefficients (σ°) for data analysis of sugarcane cultivated in the northeastern of the state of São Paulo, Brazil. Three varieties were selected at different phenological stages: RB85-5156, six stands; RB86-7515, ten stands; and RB92-5345, ten stands. The differences between the phenological phases were analyzed for each variety, and also between varieties. The single or dual-poralized Palsar/Alos data, obtained in two polarizations, were able of discriminating the different phases of sugarcane growth, except for the grand growth period and maturity phase, in which no significant difference was observed. 47 9 1307 1316 Abdel-Rahman, E.M., Ahmed, F.B., The application of remote sensing techniques to sugarcane (Saccharum spp. hybrid) production: a review of the literature (2008) International Journal of Remote Sensing, 29, pp. 3753-3767 Baghdadi, N., Boyer, N., Todoroff, P., Hajj, M., Bégué, A., Potential of SAR sensors TerraSAR-X ASAR/ ENVISAT and PALSAR/ALOS for monitoring sugarcane crops on Reunion Island (2009) Remote Sensing of Environment, 113, pp. 1724-1738 Baghdadi, N., Cresson, R., Todoroff, P., Moinet, S., Multitemporal observations of sugarcane by TerraSAR-X images (2010) Sensors, 10, pp. 8899-8919 Dabrowska-Zielinska, K., Inoue, Y., Kowalik, W., Gruszczynska, M., Inferring the effect of plant and soil variables on C- and L-band SAR backscatter over agricultural fields, based on model analysis (2007) Advances in Space Research, 39, pp. 139-148 El Hajj, M., Bégué, A., Guillaume, S., Martiné, J.F., Integrating SPOT-5 time series, crop growth modeling and expert knowledge for monitoring agricultural practices - the case of sugarcane harvest on Reunion Island (2009) Remote Sensing of Environment, 113, pp. 2052-2061 Evans, D.L., Farr, T.J., Van zyl, J.J., Zebker, H.A., Radar polarimetry: analysis tools and applications (1988) IEEE Transactions on Geoscience and Remote Sensing, 26, pp. 774-789 (2012) Global Land Cover Facility: Earth Science Data Interface [home page], , http://glcfapp.glcf.umd.edu:8080/esdi/index.jsp, GLOBAL LAND COVER FACILITY Available at Accessed on: 5 Sept Henderson, F.M., Lewis, A.J., (1998) Principles and applications of imaging radar: manual of remote sensing, p. 866. , New York: John Wiley and Sons Hoffmann, H.P., Santos, E.G.D., Bassinello, A.I., Vieira, M.A.S., (2008) Variedades RB de cana-de-açúcar, p. 30. , Araras: Universidade Federal de São Carlos (2009) PALSAR., calibration factor, updated., , https://auig.eoc.jaxa.jp/auigs/en/doc/an/20090109en_3.html, Available at JAPAN AEROSPACE EXPLORATION AGENCY Accessed on: 8 June Joseph, A.T., Van Der Velde, R., O'Neill, P.E., Lang, R., Gish, T., Effects of corn on C-and L-band radar backscatter: a correction method for soil moisture retrieval (2010) Remote Sensing of Environment, 114, pp. 2417-2430 Lebourgeois, V., Chopart, J.-L., Bégué, A., Le Mézo, L., Towards using a thermal infrared index combined with water balance modeling to monitor sugarcane irrigation in a tropical environment (2010) Agricultural Water Management, 97, pp. 75-82 Lillesand, T.M., Kiefer, R.W., Chipman, J.W., (2004) Remote sensing and image interpretation, p. 763. , 5.ed. New York: John Wiley and Sons Lin, H., Chen, J., Pei, Z., Zhang, S., Hu, X., Monitoring sugarcane growth using ENVISAT ASAR data (2009) IEEE Transactions on Geoscience and Remote Sensing, 47, pp. 2572-2580 Martorano, L.G., Angelocci, L.R., Vettorazzi, C.A., Valente, R., de, O.A., Zoneamento agroecológico para a região de Ribeirão Preto utilizando um sistema de informações geográficas (1999) Scientia Agricola, 56, pp. 739-747 Mcnairn, H., Brisco, B., The application of C-band polarimetric SAR for agriculture: a review (2004) Canadian Journal of Remote Sensing, 30, pp. 525-542 Oliveira, J.B., de Camargo, M.N., Rossi, M., Calderano Filho, B., (1999) Mapa pedológico do Estado de São Paulo: legenda expandida. Campinas: Instituto Agronômico;, 64. , Rio de Janeiro: Embrapa Solos Paloscia, S., An empirical approach to estimating leaf area index from multifrequency SAR data (1998) International Journal of Remote Sensing, 19, pp. 361-366 Paradella, W.R., Santos, A.R., dos Veneziani, P., da Cunha, E.S.P., Radares imageadores nas Geociências: estado da arte e perspectivas (2005) Revista Brasileira de Cartografia, (57), pp. 56-62 Picoli, M.C.A., Rudorff, B.F.T., Rizzi, R., Giarolla, A., Índice de vegetação do sensor MODIS na estimativa da produtividade agrícola da cana-de-açúcar (2009) Bragantia, 68, pp. 789-795 Rudorff, B.F.T., Aguiar, D.A., Silva, W.F., Sugawara, L.M., Adami, M., Moreira, M.A., Studies on the rapid expansion of sugarcane for ethanol production in São Paulo state (Brazil) using Landsat data (2010) Remote Sensing, 2, pp. 1057-1076 Shimada, M., Isoguchi, O., Tadono, T., Isono, K., PALSAR radiometric and geometric calibration (2009) IEEE Transactions on Geoscience and Remote Sensing, 47, pp. 3915-3932 Silva, W.F., Rudorff, B.F.T., Formaggio, A.R., Paradella, W.R., Mura, J.C., Discrimination of agricultural crops in a tropical semi-arid region of Brazil based on L-band polarimetric airborne SAR data (2009) ISPRS Journal of Photogrammetry and Remote Sensing, 64, pp. 458-463 (2011) Resenha meteorológica do período, 1971-2000., Jaboticabal., Disponível em: <, , http://jaguar.fcav.unesp.br/portal_agromet/int_conteudo_sem_img.php?cont eudo=180, Acesso em: 20 jan UNIVERSIDADE ESTADUAL PAULISTA JÚLIO DE MESQUITA FILHO Vieira, M.A., Formaggio, A.R., Rennó, C.D., Atzberger, C., Aguiar, D.A., Mello, M.P., (2012) Remote Sensing of Environment, 123, pp. 553-562