Using Plant Phenology and Landsat-8 Satellite Data to Quantify Water Use by Onion Crop in the Mesilla Valley, New Mexico

Cantekin Kivrak, S. Bawazir, Z. Samani, C. Steele, B. Sönmez
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Abstract

Non-storage summer dry onion crop is among the top 10 agricultural commodities in New Mexico (NM), USA. In 2000, NM was ranked the second in the nation as the leading state in growing summer dry onion. According to USDA statistical records, onion production or sales in NM was valued at $91.4 million. Mesilla Valley is one of the major onion-producing regions of NM. Due to many years of drought in the region and the concern for climate change, irrigation managers and decision makers are interested in quantifying water use or evapotranspiration (ET) and the number of acreage of onion crop grown in the Valley. This information can then be used for managing the scarce water resources of the region. Plant phenology, Landsat-8 satellite data, and USDA crop data were used to identify onion crops in the Valley (area of about 47,000 ha) and to determine their consumptive water use or ET using remote sensing Regional ET Estimation Model (REEM) from 2014 through 2016. Time series of NDVI clearly identified Fall and Spring-season onion crops in the Valley. REEM estimated Spring-season onion crop maximum ET of 973 mm in 2015 and 975 mm in 2016 during the growing season. These values compared reasonably well to ET estimates of 894 and 955 mm for the same periods (i.e. 2015 and 2016) using FAO-56 crop coefficient based method. The methodology presented could be used in other regions to identify onion crops and their consumptive water use.
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利用植物物候学和Landsat-8卫星数据量化新墨西哥州梅西拉山谷洋葱作物的用水情况
无储藏夏季干洋葱作物是美国新墨西哥州(NM)十大农产品之一。2000年,NM在种植夏季干洋葱方面排名全国第二。根据美国农业部的统计记录,NM的洋葱生产或销售价值为9140万美元。Mesilla Valley是墨西哥主要的洋葱产区之一。由于该地区多年干旱以及对气候变化的担忧,灌溉管理人员和决策者对量化水的利用或蒸散(ET)和洋葱作物种植面积感兴趣。然后,这些信息可以用于管理该地区稀缺的水资源。利用植物物候学、Landsat-8卫星数据和美国农业部作物数据识别了该山谷(面积约47,000公顷)的洋葱作物,并利用遥感区域蒸散发估算模型(REEM)确定了2014年至2016年洋葱作物的耗水量或蒸散发。NDVI时间序列清晰地识别出了谷地的秋季和春季洋葱作物。REEM估计2015年和2016年春洋葱作物生长季最大ET分别为973 mm和975 mm。这些值与使用基于FAO-56作物系数的方法估算的同期(即2015年和2016年)894和955毫米的蒸散发值相当好。所提出的方法可用于其他地区确定洋葱作物及其耗水量。
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