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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)
The effect of aerosols on the global climate system is one of the major uncertainties of present climate predictions. This study is dealing with obtaining particulates matter of less than 10-micro in diameter (PM10) using SPOT data. The objectives of this study is to measure air quality parameters and to develop a model for relating ground truth data to the(More)
Due to high cost and difficulty in obtaining cloud-free satellite images in the equatorial region, new techniques are invented and introduced. Besides Beside that, in situ measurements are accurate but slow, costly, and difficult in adverse weather conditions. In this study, high spatial resolution digital airborne images were captured by a conventional(More)
Air pollution is an important issue being monitored and regulated in industrial and developing cities. In this study, we explored the relationship between particulate matters of size less than 2.5 micron (PM 2.5) derived from the SPOT using regression technique. The aim of this study was to evaluate the high spatial resolution satellite data for air quality(More)