Publication | Closed Access
Using Remote Sensing Techniques for Appraisal of Irrigated Soil Salinity
144
Citations
5
References
2007
Year
Unknown Venue
Precision AgricultureEnvironmental MonitoringEngineeringLand UseSoil SalinityEarth ScienceSocial SciencesIrrigation ManagementGround TruthPrincipal Component AnalysisGeographyRemote Sensing TechniquesEarth Observation DataHydrologyLand Cover MapDroughtRemote SensingRemote Sensing SensorPrincipal Components
Waterlogging and salinization are the twin evils of the irrigated agriculture in arid and semi-arid areas, which reduce the productivity of agricultural lands adversely. Managing salinity so as to minimize its environmental impact is a prerequisite for the long-term sustainability of irrigated agriculture. It necessitates establishing fast monitoring systems that facilitate taking actions. Remote sensing appears to offer several advantages over the conventional ground methods used to map and monitor soil salinity. This paper describes an integrated approach to assess soil salinity using remotely sensed data. This encompasses spatial analysis of ground truth and satellite data. The study area is located in the District of Faisalabad in Pakistan. The ground truth data of soil salinity from selected sampling points is tied to the corresponding pixels from the satellite image bands. Remotely sensed data based salinity indices (band combinations) and principal components using principal component analysis (PCA) are developed to find out the occurrence pattern of the salinization. Out of the six salinity indices developed, the following proved to be the most promising when compared with ground truth data.
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