The study area is located at northeastern part of the Nile Delta of Egypt,
between latitudes 31°12´40´´ to 30°42´49´´ N and longitudes 32°06´53´´ to
31°20´31´´E. and it presents a promising area for both agricultural expansion
and urban development. It covers an area of about 1031 Km2. Major activities in
the area are running in relation with the installation of the eastern irrigation
commands of El-Salam Canal. Projects of fisheries and reclamation of saline
soils dominate in the area. This study aims to test the recent satellite data
obtained from new generation of space sensors (i.e. ASTER) in mapping land
use/land cover. It is also desired to conclude the additional advantages of
ASTER data over the conventional LANDSAT images.
In this study the ASTER image of May 2000 released by NASA Web site (NASA
GSFC, MITI, ERSDAC, JAROS, and U.S./Japan ASTER Science Team) and LANDSAT ETM+
image, dated 2001 were used to map different classes of land use / land cover
(LU/LC). The images were geometrically corrected, enhanced and classified on the
basis of their spectral characteristics. The obtained enhanced and classified
images were interpreted and validated by collection of soil and landscape
data..
It was possible to identify 10 land use/ land cover classes from ASTER data
and 8 classes from LANDSAT ETM+. The classes of "dried fish farms for land
reclamation" and “fish farms and water bodies” nearly represent similar
percentages in both LU/LC maps. Fallow fields, halophytic plantation and
gypsiferous soils were accurately delineated from ASTER data, but were mixed
with other classes in the LANDSAT ETM+ data. ASTER data permitted to separate
10.7% of study area as irrigated fields and shallow water bodies It was possible
to delineate a zone of sandy deposits at the south of study area, however many
of pivot irrigation systems were erected referring to reclamation of sandy
soils. Spectral interference between saline soils and sandy deposits could be
overcome by combining both types of data, thus multi sensor approach is
recommended to handle spectral conflicts. Land suitability classification for 11
crops proved that the major limitations in the salt affected soil are salinity,
alkalinity and soil depth. The suitability limiting factors in newly reclaimed
sandy soils include soil texture and depth. Predicted yield for wheat, corn and
cotton in the northern part of study area are highly compared with the southern
district. It could be concluded that ASTER data is a powerful tool for
operational monitoring of land use / land cover, comparing with LANDSAT one.
Also, the change detection revealed that serious environmental changes have
occurred in the study area, mainly due to the dryness of some parts of Manzala
Lagoon for land reclamation purposes.