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Merging remote sensing data and national agricultural statistics to model change in irrigated agriculture

机译:合并遥感数据和国家农业统计 模拟灌溉农业的变化

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摘要

Over 22 million hectares (ha) of U.S. croplands are irrigated. Irrigation is an intensified agricultural land use that increases crop yields and the practice affects water and energy cycles at, above, and below the land surface. Until recently, there has been a scarcity of geospatially detailed information about irrigation that is comprehensive, consistent, and timely to support studies tying agricultural land use change to aquifer water use and other factors. This study shows evidence for a recent overall net expansion of 522 thousand ha across the U.S. (2.33%) and 519 thousand ha (8.7%) in irrigated cropped area across the High Plains Aquifer (HPA) from 2002 to 2007. In fact, over 97% of the net national expansion in irrigated agriculture overlays the HPA. We employed a modeling approach implemented at two time intervals (2002 and 2007) for mapping irrigated agriculture across the conterminous U.S. (CONUS). We utilized U.S. Department of Agriculture (USDA) county statistics, satellite imagery, and a national land cover map in the model. The model output, called the Moderate Resolution Imaging Spectroradiometer (MODIS) Irrigated Agriculture Dataset for the U.S. (MIrAD-US), was then used to reveal relatively detailed spatial patterns of irrigation change across the nation and the HPA. Causes for the irrigation increase in the HPA are complex, but factors include crop commodity price increases, the corn ethanol industry, and government policies related to water use. Impacts of more irrigation may include shifts in local and regional climate, further groundwater depletion, and increasing crop yields and farm income.
机译:美国超过2200万公顷的农田得到灌溉。灌溉是一种集约化的农业土地利用,可以增加农作物的产量,而且这种作法会影响土地表面,上方和下方的水和能源循环。直到最近,还缺乏关于灌溉的地理空间详细信息,这些信息是全面,一致和及时的,无法支持将农业土地利用变化与含水层用水及其他因素联系在一起的研究。这项研究表明,从2002年到2007年,美国整个高原平原含水层(HPA)的灌溉面积最近的总体净扩张量为52.2万公顷(2.33%)和51.9万公顷(8.7%)。全国灌溉农业净增长的97%覆盖了HPA。我们采用了在两个时间间隔(2002年和2007年)实施的建模方法,以绘制整个美国本土(CONUS)的灌溉农业地图。我们在模型中利用了美国农业部(USDA)的县统计数据,卫星图像和全国土地覆盖图。模型输出称为美国的中等分辨率成像光谱仪(MODIS)灌溉农业数据集(MIrAD-US),然后用于揭示全国和HPA灌溉变化的相对详细的空间格局。 HPA灌溉增加的原因很复杂,但因素包括农作物商品价格上涨,玉米乙醇行业以及与用水有关的政府政策。灌溉增加的影响可能包括当地和区域气候的变化,地下水的进一步枯竭以及作物单产和农场收入的增加。

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