灌区种植结构时空变化及其与地下水相关性分析
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“十二五”国家科技支撑计划项目(2012BAD08B01、2012BAD08B04)和国家自然科学基金项目(51379217)


Temporal and Spatial Variation of Crop Planting Structure and Its Correlation Analysis with Groundwater in Large Irrigation Area
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    摘要:

    利用数据融合算法(ESTAFM)对Landsat7 ETM+和MODIS影像进行融合,构建了高时空NDVI数据集;结合地面实体作物NDVI变化特征和光谱耦合技术(SMT),提取了解放闸灌域2000—2015年间种植结构空间信息;在此基础上分析了其时空特征变化以及地下水对种植结构调整的制约性。利用2015年实地调查数据对遥感监测结果进行评价,灌域主要作物类型玉米、向日葵、小麦以及套种的纯像元分类精度分别达到了95%、88%、91%和90%,总体精度达到了91%;多年遥感监测结果与历史统计数据相吻合。研究结果表明:玉米和小麦种植面积不断增加,玉米种植面积增加尤为明显,由2000年的0.83万hm2(占灌溉面积的580%)增加到2015年的4.02万hm2(占灌溉面积的2831%);向日葵种植面积由下降变为上升趋势,其种植规模受市场因素主导;因土地流转、农村劳动力的外流以及套种种植模式劳动力成本高,使得农户转向单一作物种植模式,套种模式种植面积逐年下降,由2000年的4.30万hm2(占灌溉面积的3032%)减少到2015年的0.41万hm2(占灌溉面积的291%)。种植结构空间格局与地下水埋深分布相似,其空间的相对差异并未随时间发生明显变化。向日葵在地下水埋深较浅、盐碱化偏高的区域分布集中,玉米、小麦及套种在地下水埋深大、盐碱化偏弱的区域分布集中,反映出向日葵耐盐性更高,更能适应盐碱化程度高的土壤;作物这一空间分布格局不仅受水土环境影响,而且与作物生理特征密切相关。灌区节水改造以来,在净引水量减小的情况下,农田蒸散发量并未减小,而是表现为稳中有升的趋势,这与高耗水作物玉米种植面积逐年增加有直接关系;地下水位整体下降,由1.76m下降到2.33m,土壤盐碱化得到改善,表明大型灌区节水续建配套项目实施以来,节水改造对水循环和水土环境起到了积极的影响。

    Abstract:

    Crop planting structure was generally considered to be basic data for assessment of water productivity and agricultural irrigation water management. And the adjustment and spatial distribution of crop planting structure was closely related to the water consumption and the improvement of soil and water environment, especially in large irrigation district of north China. To deal with water resources crisis caused by climate change and intensified human activities in Hetao irrigation district in north China, many watersaving irrigation projects were taken to solve the problems since 1999. In recent years, net water diversion and ground water depth tended to decrease obviously, and the irrigation efficiency of irrigation districts tended to increase which showed good result of water conservation projects. The purpose of this study was to discover the changes of planting structure adjustment, the characteristics of spatial distribution, the effect on agricultural water consumption changes and the response to the distribution of groundwater. A data fusion approach (Enhance spatial and temporal adaptive reflectance fusion model, ESTAFM) was applied to generate synthetic Landsat7 ETM+ data with MODIS and construct the high spatial and temporal NDVI data sets. And major crop types were extracted successfully by spectral matching technique (SMT) in 2015. The positional accuracy of maize, sunflower, wheat and interplanting were 95%, 88%, 91% and 90% respectively and the historical change of total area of different crops was consistent with the statistics data. Using this method, the planting structure of Jiefangzha irrigation area, the second largest irrigation field in Hetao irrigation district, was effectively extracted over the years and its temporal and spatial variation and correlation with the distribution of groundwater depth were acquired. The result showed that the area of maize and wheat was increasing, the sunflower was decreasing firstly and later converted into an upward trend,and the interplanting area was declining year by year. The factor for the changes of crop planting structure mainly attributed to the market demand and national policies. For spatial distribution, sunflower concentrated in the region with severe salinization in shallow groundwater level, on the contrary, the maize, wheat and intercropping concentrated in the region with slight salinization in deeper groundwater level. The spatial distribution of crop planting was not only closely related to water and soil environment but also physiological characteristics of crops. Although net water diverted from Yellow River decreased year by year, the agricultural evapotranspiration showed an upward trend which caused by planting structure, especially the variation of maize. The groundwater depth declined from 1.76m to 2.33m and the water and soil environment was improved which was contributed to the good performance of watersaving projection.

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白亮亮,蔡甲冰,刘钰,蔡学良,陈鹤,张宝忠.灌区种植结构时空变化及其与地下水相关性分析[J].农业机械学报,2016,47(9):202-211.

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  • 收稿日期:2016-05-31
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  • 在线发布日期: 2016-09-10
  • 出版日期: 2016-09-10