Abstract
One Belt And One Road strategy has brought new opportunities for agricultural development in Xinjiang. Xinjiang should seize the opportunity to speed up the agricultural development. Hailstorm will brought huge losses to agricultural production in Xinjiang. This paper put forward hail cloud identifying new method which combine the radar image intensity and Support Vector Machine (Support Vector Machine, SVM). Extract the green, yellow and red area of the heavy rain and hail cloud, the ratio of yellow green area and the ratio of red yellow area, constitute two-dimensional recognition vector, training SVM model. Compared this method with the existing SVM model [1], the hail cloud prediction accuracy increased by 8.25%, which is equivalent to reducing 18003.7 acres of agricultural losses in Aksu area in 2011. It shows that the new method proposed in this paper can effectively prevent the happening of hailstorm of Aksu area, and reduce the influence of the hailstorm agricultural development in Aksu region, and the smooth implementation of the strategy of One Belt And One Road .
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