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The ever-increasing pollution of the environment has been one of the greatest concerns for science and the general public in the last 50 years. The rapid industrialization of agriculture, expansion of the chemical industry and the need to generate cheap forms of energy has caused the continuous release of man-made chemicals into natural ecosystems. Consequently, the atmosphere, bodies of water and many soil environments have become polluted by a large variety of toxic compounds. Many of these compounds at high concentrations or following prolonged exposure have the potential to produce adverse effects in humans and other organisms. These include the danger of acute toxicity, mutagenesis (genetic changes), carcinogenesis and teratogenesis (birth defects) for humans and other organisms. Some of these toxic compounds are resistant to physical, chemical or biological degradation and thus may stay resident in the environment for long periods of time increasing the effects of bio accumulation and bio magnification. Historically, many researchers have experimented and developed various analytical techniques to analyze rare earth elements. The rare earth elements, particle size distribution and mineralogical composition in the soils on the flood plains developed by the three major rivers of the Brahmaputra, Meghna and Ganges in Bangladesh were analyzed. The concentrations of 57 elements in 514 soils samples collected Analysis of Soil from the Black Sea Region of Northern Turkey Using Energy Dispersive X-Ray Fluorescence Spectrometry