Forecasting Techniques for Wheat Production in Sindh Province

Ali Akbar Pirzado, Imran Khan Jatoi, Muhammad Bux Shar, N. Qureshi, Moula Bux Peerzado, Arman Khan Khanzada, Ishfaque Ahmed Rahujo, Rafique Ahmed Lakhan
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引用次数: 2

Abstract

The present study is an attempt to forecast the wheat production in Sindh province of Pakistan using sophisticated statistical techniques. The secondary data regarding area, production and yield of wheat crop were collected for the last thirty years (1984-85 to 2013-14) for estimation and forecasting purposes using time series techniques such as moving averages and exponential smoothing. The estimates for three, five and seven-years moving averages for area were found to have a minimum value of 849.87,863.04, and 890.09 hectares and maximum value of 1129.4,1111.58, and 1109.6 hectares respectively. Likewise, for production, these estimates were found as 2065.57, 2117.7, 2154.3 and 3917.50, 3740.8, 3469.4 tons respectively. So, for as the yield is concerned, the above-mentioned estimates for minimum and maximum were found as 2071.7, 2107.8, 2121 and 3574.0, 3520, and 3414 respectively. Based on the findings of the present study, it is concluded that during the last thirty years the area, production and yield under wheat cultivation showed an increasing trend. In case of forecasting, the area and production under wheat cultivation was increase in the coming year, but the yield under wheat cultivation was considerably decreased due to shortage of irrigation water.
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信德省小麦产量预测技术
本研究试图利用复杂的统计技术预测巴基斯坦信德省的小麦产量。利用移动平均线和指数平滑等时间序列技术,收集了近30年(1984-85年至2013-14年)小麦作物面积、产量和单产的二次数据,进行估算和预测。3年、5年和7年移动平均估算面积的最小值分别为849.87、863.04和890.09公顷,最大值分别为1129.4、1111.58和1109.6公顷。同样,对于产量,这些估计值分别为2065.57、2117.7、2154.3和3917.50、3740.8、3469.4吨。因此,就产量而言,上述最小值和最大值的估计值分别为2071.7、2107.8、2121和3574.0、3520、3414。研究结果表明,近30年来,新疆小麦种植面积、产量和单产均呈增长趋势。据预测,明年小麦种植面积和产量均有增加,但由于灌溉用水不足,产量明显下降。
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