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The use of traditional ship sampling method of for environmental monitoring is time consuming, requires a high survey cost, and exert great efforts. In this study we classify one of the water pollutants which is the Total Suspended Solids (TSS) of polluted water in Penang strait, Malaysia by applying Modified Hopfield Neural Network Algorithm (MHNNA) on(More)
The traditional sampling method for environmental monitoring of aerosols is time consuming and expensive. Remote sensing data have been widely used in environmental studies like land cover change, flood observation, environmental pollution monitoring. This study is dealing with obtaining water pollution using Landsat TM data over Penang Strait, Malaysia.(More)
Satellite remote sensing can provide a variety of useful data for various type of research. Satellite image map is one of the products that aim to promote remote sensing. In this study, a high resolution satellite image was used to create a high resolution satellite image map over AlKhabra, Saudi Arabia. The objective of this project is to produce a(More)
A study was carried out to assess the capability of a personal digital camera to provide useful remotely sensed images for land cover mapping. A Kodak DC290 digital camera was employed to capture images of several test sites. The airborne platform used in this study was a light aircraft, Cessna172Q, flown at an average altitude of 8000 ft above sea level(More)
Environmental monitoring through the method of traditional ship sampling is time consuming and requires a high survey cost. This study uses an empirical model, based on actual water quality of total suspended solids (TSS) measurements from the Penang Strait, Malaysia to predict TSS based on optical properties of (Thailand Earth Observation System) THEOS(More)
Long-term observations of atmospheric ozone can quantify ozone variability and trends, whereas it is a key component to understanding past changes and validating model used to predict future evolution of global ozone. Variations of ozone concentrations in Peninsular Malaysia were observed and investigated using the data retrieved from Scanning Imaging(More)
Light Detection and Ranging (LIDAR) was on board a satellite named CALIPSO which is one of the satellites flying in synchronized with other A- Train satellites. Backscattering profiles from LIDAR can determine the height and profiles of the clouds. Air pollution and other particulate matter trends in the atmosphere will affect the growth of clouds. This(More)