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Irrigation is the largest consumer of water resources for securing food. Unless the irrigation water managed properly we will be under the threat of water shortage. Conventional approaches show limitations and therefore new approaches such as remote sensing are required. Recently scientists and researchers have shown incredible interest in using earth observation satellites to better understand the interaction between the atmosphere and earth surface and consequently better manage the water resources. Remotely sensed data could offer a real-time source of information about the earth surface...