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Three Decades of War and Food Insecurity in Iraq

机译:伊拉克的三个十年战争与粮食不安全

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摘要

Iraq has suffered more than three decades of near-continuous war and instability, affecting its food security. Our objectives were to assess whether cultivated area in central Iraq, as estimated using Landsat tm and etm+ imagery, changed during and asa result of three decades of war and sanctions, and to determine which period of conflict experienced the greatest change. We created multi-temporal features of maximum normalized difference vegetation index (ndvi) per pixel and used decision tree analysis to classify pixels with high maximum ndvi as cultivated. Validation with higher resolution imagery showed a 94 percent overall classification accuracy and a kappa statistic of 0.88. The results indicated that cultivated area changed little between the Iran-Iraq War (1980 to 1988) and the Gulf War (1990 to 1991), increased by 20 percent (from 1.72 to 2.04 Mha) during the period of United Nations sanctions (1990 to 2003), and dropped to below pre-sanction levels during Operation Iraqi Freedom (2003 to2011).
机译:伊拉克经历了三十多年的近乎连续的战争和不稳定,影响了其粮食安全。我们的目标是评估使用Landsat tm和etm +图像估算的伊拉克中部耕地面积在战争和制裁的三十年期间和之后是否发生了变化,并确定哪个冲突时期经历了最大的变化。我们创建了每个像素最大归一化差异植被指数(ndvi)的多时间特征,并使用决策树分析对栽培的最大ndvi高的像素进行了分类。使用更高分辨率的图像进行的验证显示出94%的整体分类准确度和kappa统计量为0.88。结果表明,在联合国制裁期间(1990年至1990年),在伊伊战争(1980年至1988年)和海湾战争(1990年至1991年)之间,耕地面积变化不大,增加了20%(从1.72 Mha增至2.04 Mha)。 2003年),并在“伊拉克自由行动”(2003年至2011年)期间降至制裁前水平以下。

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