MAPPING PLANT WATER CONTENT OF WHEAT CROPS BY SATELLITE IMAGERY

Document Type : Original Article

Author

Assi. Prof., Agric. Eng. Dept., Fac. of Agric., Tanta Univ., Egypt.

Abstract

Mapping plant water content (PWC) by means of earth observation provides the opportunity for understanding and characterising plant water status of crops at a regional scale and enable more efficient irrigation management. The overall aim of this investigation was to assess the potential of ASTER high resolution satellite imagery to map regional PWC variations in irrigated wheat in the Nile Delta of Egypt. Vegetation indices; NDVI, RVI, GNDVIbr and NDWI, were derived from ASTER imagery to relate them to PWC. The results demonstrated that PWC variation of wheat crops can be detected using ASTER high resolution satellite images through the derived vegetation indices. The SWIR radiation of the electromagnetic spectrum centred at 1656nm showed high sensitivity to PWC and thus NDWI based on this region demonstrated the best relationships with PWC (R2 = 0.74). The results therefore demonstrated the feasibility of using high resolution satellite images, including ESA’s forthcoming GMES Sentinel 2, to give a better understanding of crop water status at a regional scale.

Keywords


Ben-Gal, A., N. Agam, V. Alchanatis, Y. Cohen, U. Yermiyahu, I. Zipori, E. Presnov, M. Sprintsin, and A. Dag. 2009. Evaluating water stress in irrigated olives: correlation of soil water status, tree water status, and thermal imagery. Irrigation science. 27: 367-376.
Ceccato, P., S. Flasse, and J. Gregoire. 2002. Designing a spectral index to estimate vegetation water content from remote sensing data: part 2. Validation and applications. Remote sensing of Environment. 82: 198-207.
Ceccato, P. S. Flasse, S. Tarantola, S. Jacquemond, and J. Gregoire. 2001. Detecting vegetation water content using reflectance in the optical domain. Remote sensing of Environment. 77: 22-33.
Chen, D., J. Huang, and T. J. Jackson. 2005. Vegetation water estimation for corn and soybeans using spectral indices derived from MODIS near- and short-wave infrared bands. Remote Sensing of Environment. 98: 225-236.
Cheng, T., D. Riano, A. Koltunov, M.L. Whiting, S.L. Ustin, and J. Rodrigues. 2013. Detecting of diurnal variation in orchard canopy water content using MODIS/ASTER airborne simulator (MASTER) data. Remote Sensing of Environment. 132: 1-12.
Cheng, Y. B., S. L. Ustin, D. Riano, and V. C. Vanderbilt. 2008. Water content estimation from hyperspectral images and MODIS indexes in Southeastern Arizona. Remote Sensing of Environment. 112: 363-374.
Fourty, T. and F. Baret. 1997. Vegetation water and dry matter contents estimated from top-of-the-atmosphere reflectance data: a simulation study. Remote Sensing of Environment. 6: 34-45.
Gao, B. 1996. NDWI-a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sensing of Environment. 58: 257-266.
Jackson, T. J., D. Chen, M. Cosh, F. Li, M. Anderson, C. Walthall, P. Doriaswamy, and E. R. Hunt. 2004. Vegetation water content mapping using Landsat data derived normalized difference vegetation index for corn and soybeans. Remote Sensing of Environment. 9: 475-482.
Mbow, C. 1999. Proposition of a method for early fires planning using ground and satellite (NDVI/NOAA-AVHRR) data Niokolo Koba National Park (southeast Senegal). Poster Presentation in Proceeding of the second international Symposium on Operationalization of Remote Sensing, 16-20 August 1999, ITC, Enschede, the Netherlands.
Penuelas, J., I. Filella, R. Sav, and L. Serrno. 1996. Cell wall elasticity and water index (R970/R900) in wheat under different nitrogen availabilities. International Journal of Remote Sensing. 17: 373-382.
Penuelas, J., J. Pinol, R. Ogaya and I. Filella. 1997. Estimation of plant water concentration by the reflectance water index WI (R900/R970). International Journal of Remote Sensing. 18(13): 2869-2875. 
Ren, J., Z. Chen, Q. Zhou and H. Tang. 2008. Regional yield estimation for winter wheat with MODIS-NDVI data in Shandong, China. International Journal of Applied Earth Observation and Geoinformation. 10: 403-413.
Sun, H-Y., C-M. Liu, X-Y. Zang, Y-J. Shen and Y-Q. Zang. 2006. Effects of irrigation on water balance yield and WUE of winter wheat in the North China Plain. Agricultural Water Management. 85: 211-218.
Tucker, C.J., J. Pinzon, M.E. Brown, D.A. Slayback, E.W. Pak, R. Mahoney, E.F. Vermote and N. El Saleous. 2005. An extended AVHRR 8-km NDVI dataset compatible with MODIS and SPOT vegetation NDVI data. International Journal of Remote Sensing. 26: 4485-4498.