Horticulture sector contributes about 24.5 per cent of the GDP from about 8 per cent of the area under Horticulture. A large variety of fruits are grown in India. India accounts for 10 per cent of the total world production of fruits. India accounts for an area of 3.73 million ha under fruit crops with a production of 44.04 million tonnes. This study is conducted to assess growth, variability in weather parameter, and correlation between in area, production and productivity of fruit crops, shift in area among fruit crops and to forecast further changes in the area under these fruits. The study is conducted based on secondary data taken from Metrological Department, NHB. To analyze data various sophisticated tools were used using Markov chain analysis, CGR, Correlation etc, the study reveals that CGR was significant in the case of productivity of banana (1.7%) and mango (2.35%) at 1 per cent. CV was more in production of papaya with 35.04 per cent. There was negative correlation in the case of rainfall and minimum temperature with area production and productivity but the in case of maximum rainfall it shows positively correlated, papaya production with 52 per cent. Highest area is retained by mango (80.31%) followed by banana (49.89%), citrus (39.34%) and it has been forecast that area under all fruit crops increases