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3.2Agriculture applications :-

               Agriculture is the primary source of livelihood for large percentage of India’s population, but
               contribution of agriculture to the national economy is less.  It is due to  lack of agriculture

               productivity.  The  productivity  decreases  because  of  plant  diseases.  So,  it  is  necessary  to
               identify the disease and getting solution for the same is very important. The solution mainly

               includes pesticides, weedicides and fertilizers to overcome the infection in scientific manner.
               Fruits  are  very  much  prone  to  acquire  the  diseases  very  easily.  Among  the  fruits,

               pomegranate is one of the fruit acquires the disease very easily and frequently. Pomegranate

               has  high  economic  values  and  diseases  in  productivity  affect  the  farmers  adversely,  so
               identification of diseases  in  pomegranate is  very  much necessary.  It  is  used for medicinal

               purpose because of its high nutritional value. Pomegranate grows mainly in the area having

               annual rainfall around 40-50 cm. So, pomegranate is grown in arid and semi-arid regions.
               Pomegranates are used in medical field in curing diabetes, diarrhea and to overcome male

               and  female  infertility.  Nowadays  farmers  are  facing  many  problems  in  cultivation  of
               pomegranate mainly in the early stages.  In early stages, the immunity of the pomegranate

               towards the infection is very less. Hence these fruits acquire the diseases very easily through
               infection causing pathogens. Pomegranate diseases are many, but only few are going to affect

               the  farmers  adversely[9-10].  Such  diseases  are  Alternaria,  pomegranate  cercospora,

               pomegranate thrips, bacterial blight and pomegranate borers. All these diseases lead to a huge
               loss to the farmers and thereby reducing the productivity and hence overall economic status

               of a farmer will be affected
               4.Future work:-

               Crop  type  mapping  was  for  decades  an  important  issue  to  monitor  agriculture.  Remote
               sensing  has  shown  its  contribution  through  several  studies  in  the  characterization  and

               monitoring of vegetation, thanks to the synoptic nature of data, and the  availability of the

               image archive. Earth remote sensing data thus offers several advantages in crop mapping and
               monitoring of vegetation. It is in the first place the efficiency of that method from the point of

               cost and time consuming compared to the traditional methods, besides the extended coverage

               of the images. There are several diseases which affect tomatoes and decrease produce. Early
               Blight is one of the most common diseases, occurring nearly every season. It is characterized

               by  dark  and  concentric  lesions  on  the  leaf  or  fruit  surface.  Severe  attacks  often  result  in
               defoliation of the plant. The disease affects the quality, quantity and productivity of tomato

               produce.





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