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Articles

Sensitivity study of Radarsat-2 polarimetric SAR to crop height and fractional vegetation cover of corn and wheat

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Pages 1475-1490 | Received 26 Aug 2016, Accepted 11 Nov 2017, Published online: 29 Nov 2017

References

  • Baghdadi, N., M. Aubert, O. Cerdan, L. Franchistéguy, C. Viel, M. Eric, M. Zribi, and J. F. Desprats. 2007. “Operational Mapping of Soil Moisture Using Synthetic Aperture Radar Data: Application to the Touch Basin (France).” Sensors 7 (10): 2458–2483. doi:10.3390/s7102458.
  • Cloude, S. R., and E. Pottier. 1996. “A Review of Target Decomposition Theorems in Radar Polarimetry.” IEEE Transactions on Geoscience and Remote Sensing 34 (2): 498–518. doi:10.1109/36.485127.
  • Duguay, Y., M. Bernier, E. Lévesque, and B. Tremblay. 2015. “Potential of C and X Band SAR for Shrub Growth Monitoring in Sub-Arctic Environments.” Remote Sensing 7 (7): 9410–9430. doi:10.3390/rs70709410.
  • Farm Credit Canada. 2013. “Canadian Agriculture and Agri-Food in the Global Economy 2013-14.” https://www.fcc-fac.ca/fcc/about-fcc/corporate-profile/reports/cage-report/cage-report-2013.pdf
  • Ferrazzoli, P., S. Paloscia, P. Pampaloni, G. Schiavon, S. Sigismondi, and D. Solimini. 1997. “The Potential of Multifrequency Polarimetric Sar in Assessing Agricultural and Arboreous Biomass.” IEEE Transactions on Geoscience and Remote Sensing 35 (1): 5–17. doi:10.1109/36.551929.
  • Fontanelli, G., S. Paloscia, M. Zribi, and A. Chahbi. 2013. “Sensitivity Analysis of X-Band SAR to Wheat and Barley Leaf Area Index in the Merguellil Basin.” Remote Sensing Letters 4: 1107–1116. doi: 10.1080/2150704X.2013.842285. January 2015.
  • Goodman, J. W. 1976. “Some Fundamental Properties of Speckle.” Journal of the Optical Society of America 66 (11): 1145–1150. doi:10.1364/JOSA.66.001145.
  • Hamel, M., and E. Dorff. 2014. “Corn: Canada’s Third Most Valuable Crop.” Statistics Canada. http://www.statcan.gc.ca/pub/96-325-x/2014001/article/11913-eng.htm
  • Huang, X., J. Wang, and J. Shang. 2016. “An Integrated Surface Parameter Inversion Scheme over Agricultural Fields at Early Growing Stages by Means of C-Band Polarimetric RADARSAT-2 Imagery.” IEEE Transactions on Geoscience and Remote Sensing 54 (5): 2510–2528. doi:10.1109/TGRS.2015.2502600.
  • Jiao, X., H. McNairn, J. Shang, and J. Liu. 2010. “The Sensitivity of Multi-Frequency (X, C and L-Band) Radar Backscatter Signatures to Bio-Physical Variables (LAI) over Corn and Soybean Fields.” International Archives Photogrammetry Remote Sensing XXXVIII (Part B 7): 317–321. http://www.isprs.org/proceedings/XXXVIII/part7/b/pdf/317_XXXVIII-part7B.pdf.
  • Jiao, X., H. McNairn, J. Shang, E. Pattey, J. Liu, and C. Champagne. 2011. “The Sensitivity of RADARSAT-2 Polarimetric SAR Data to Corn and Soybean Leaf Area Index.” Canadian Journal of Remote Sensing 37 (1): 69–81. doi:10.5589/m11-023.
  • Kim, Y., and J. Van Zyl. 2009. “A Time-Series Approach to Estimate Soil Moisture Using Polarimetric Radar Data.” IEEE Transactions on Geoscience and Remote Sensing 47 (8): 2519–2527. doi:10.1109/TGRS.2009.2014944.
  • Lee, J., and E. Pottier. 2009a. “Electromagnetic Vector Scattering Operators.” In Polarimetric Radar Imaging: From Basics to Applications, 66. New York: CRC Press. doi:10.1201/9781420054989.
  • Lee, J., and E. Pottier. 2009b. “H/A/ᾱ Polarimetric Decomposition Theorem.” In Polarimetric Radar Imaging, 237. Optical Science and Engineering. CRC Press. doi:10.1201/9781420054989.
  • Lin, H., J. Chen, Z. Pei, S. Zhang, and X. Hu. 2009. “Monitoring Sugarcane Growth Using ENVISAT ASAR Data.” IEEE Transactions on Geoscience and Remote Sensing 47 (8): 2572–2580. doi:10.1109/TGRS.2009.2015769.
  • Liu, C., J. Shang, P. W. Vachon, and H. McNairn. 2013. “Multiyear Crop Monitoring Using Polarimetric RADARSAT-2 Data.” IEEE Transactions on Geoscience and Remote Sensing 51 (4): 2227–2240. doi:10.1109/TGRS.2012.2208649.
  • Macelloni, G., S. Paloscia, P. Pampaloni, F. Marliani, and M. Gai. 2001. “The Relationship between the Backscattering Coefficient and the Biomass of Narrow and Broad Leaf Crops.” IEEE Transactions on Geoscience and Remote Sensing 39 (4): 873–884. doi:10.1109/36.917914.
  • Mattia, F., T. L. Toan, G. Picard, F. I. Posa, A. D’Alessio, C. Notarnicola, A. M. Gatti, M. Rinaldi, G. Satalino, and G. Pasquariello. 2003. “Multitemporal C-Band Radar Measurements on Wheat Fields.” IEEE Transactions on Geoscience and Remote Sensing 41 (7): 1551–1560. doi:10.1109/TGRS.2003.813531.
  • McNairn, H., and B. Brisco. 2004. “The Application of C-Band Polarimetric SAR for Agriculture: A Review.” Canadian Journal of Remote Sensing 30: 525–542. doi:10.5589/m03-069.
  • McNairn, H., J. J. Van Der Sanden, R. J. Brown, and J. Ellis. 2000. “The Potential of RADARSAT-2 for Crop Mapping and Assessing Crop Condition.” In Proceedings of the 2nd International Conference on Geospatial Information in Agriculture and Forestry, 81–88. Lake Buena Vista, FL: ERIM International.
  • Mougin, E., V. Demarez, M. Diawara, P. Hiernaux, N. Soumaguel, and A. Berg. 2014. “Estimation of LAI, fAPAR and fCover of Sahel Rangelands (Gourma, Mali).” Agricultural and Forest Meteorology 198–199: 155–167. Elsevier B.V. doi:10.1016/j.agrformet.2014.08.006.
  • Paloscia, S., E. Santi, G. Fontanelli, F. Montomoli, M. Brogioni, G. Macelloni, P. Pampaloni, and S. Pettinato. 2014. “The Sensitivity of Cosmo-SkyMed Backscatter to Agricultural Crop Type and Vegetation Parameters.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7 (7): 2856–2868. doi:10.1109/JSTARS.2014.2345475.
  • Paruelo, J. M., W. K. Lauenroth, and P. A. Roset. 2000. “Estimating Aboveground Plant Biomass Using a Photographic Technique.” Journal of Range Management 53 (2): 190–193. doi:10.2307/4003281.
  • Shang, J., X. Jiao, H. Mcnairn, J. Kovacs, D. Walters, B. Ma, and X. Geng. 2013. “Tracking Crop Phenological Development of Spring Wheat Using Synthetic Aperture Radar (SAR) in Northern Ontario, Canada.” IEEE Proceedings of the 2nd International Conference on Agro-Geoinformatics 517–521. doi:10.1109/Argo-Geoinformatics.2013.6621975.
  • Shoshany, M., T. Svoray, P. J. Curran, G. M. Foody, and A. Perevolotsky. 2000. “The Relationship between ERS-2 SAR Backscatter and Soil Moisture: Generalization from a Humid to Semi-Arid Transect.” International Journal of Remote Sensing 21 (11): 2337–2343. doi:10.1080/01431160050029620.
  • Singh, S. K., S. Dutta, and N. Dharaiya. 2013. “Estimation of Crop Evapotranspiration of Cotton Using Remote Sensing Technique.” International Journal of Environmental Engineering and Management 4 (5): 523–528.
  • Smith, A. M., P. R. Eddy, J. Bugden-Storie, E. Pattey, H. McNairn, M. Nolin, I. Perron, M. Hinther, J. Miller, and D. Haboudane. 2006. “Multipolarized Radar for Delineating within-Field Variability in Corn and Wheat.” Canadian Journal of Remote Sensing 32 (4): 300–313. doi:10.5589/m06-026.
  • Srivastava, H. S., P. Patel, and R. R. Navalgund. 2006. “Application Potentials of Synthetic Aperture Radar Interferometry for Land-Cover Mapping and Crop-Height Estimation.” Current Science 91 (6): 783–788.
  • Verger, A., B. Martínez, F. Camacho-De Coca, and F. J. García-Haro. 2009. “Accuracy Assessment of Fraction of Vegetation Cover and Leaf Area Index Estimates from Pragmatic Methods in a Cropland Area.” International Journal of Remote Sensing 30 (10): 2685–2704. doi:10.1080/01431160802555804.
  • Wiseman, G., H. Mcnairn, S. Homayouni, and J. Shang. 2014. “RADARSAT-2 Polarimetric SAR Response to Crop Biomass for Agricultural Production Monitoring.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7 (11): 4461–4471. doi:10.1109/JSTARS.2014.2322311.
  • Xie, D., Y. Wang, P. Wang, G. Yan, and J. Song. 2013. “Analyzing the Characteristics of FPAR from Maize Canopies Measured in Northwest China.” International Geoscience and Remote Sensing Symposium (IGARSS) 1 (1): 2802–2805. doi:10.1109/IGARSS.2013.6723406.
  • Xu, J., Z. Li, B. Tian, L. Huang, Q. Chen, and S. Fu. 2014. “Polarimetric Analysis of Multi-Temporal RADARSAT-2 SAR Images for Wheat Monitoring and Mapping.” International Journal of Remote Sensing 35(10):3840–3858. Taylor & Francis. doi:10.1080/01431161.2014.919679.
  • Yamaguchi, Y., T. Moriyama, M. Ishido, and H. Yamada. 2005. “Four-Component Scattering Model for Polarimetric SAR Image Decomposition.” IEEE Transactions Geoscience and Remote Sensing 43 (8): 1699–1706. doi:10.1109/TGRS.2005.852084.

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