Assessing the feasibility of applying remote sensing technique in calculating water consumption

IF 4.3 Q2 Environmental Science Journal of Water Supply Research and Technology-aqua Pub Date : 2023-06-15 DOI:10.2166/ws.2023.139
Magda Mohamed, Huda Kamal Soussa, Nagy Aly Hassan, T. Elgamal
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Abstract

Remote sensing techniques are currently used in different fields including irrigation and water management fields. One of the important fields is the calculation of water consumption (WC). Remote sensing techniques can be used to estimate actual evapotranspiration and it can also be used to estimate crop coefficients based on spectral reflectance of vegetation indices (VIs), and from a relation with normalized difference vegetation index (NDVI), which is an indicator for the absorption and the reflection ratios by the green plant. The current study used remote sensing data to calculate WC for El-Bostan irrigation district. Crop coefficient values were calculated from NDVI and reference evapotranspiration values were calculated using CROPWAT program. The obtained results were verified by comparing them with field measurements. There was a strong linear correlation between the measured and calculated values with r2 of 0.90, while the root-mean-square error (RMSE) was 0.68. The results were also verified by comparing irrigation efficiencies obtained from remote sensing and from field measurements. The results were very close to each other. The study illustrated the importance and the reliability of using remote sensing techniques in calculating WC values, and which could improve water management and water use efficiency.
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评估应用遥感技术计算用水量的可行性
遥感技术目前应用于灌溉和水管理等不同领域。其中一个重要的领域是用水量的计算。遥感技术可用于估算实际蒸散发,也可根据植被指数的光谱反射率(VIs)以及与植被指数归一化差值(NDVI)的关系估算作物系数,植被指数是绿色植物吸收和反射比的指标。目前的研究使用遥感数据计算El-Bostan灌区的用水量。利用NDVI计算作物系数值,利用CROPWAT程序计算参考蒸散发值。通过与现场实测结果的比较,验证了所得结果的正确性。实测值与计算值具有较强的线性相关性,r2为0.90,均方根误差(RMSE)为0.68。通过比较从遥感和实地测量获得的灌溉效率,也验证了结果。结果非常接近。该研究说明了利用遥感技术计算水资源价值的重要性和可靠性,可以提高水资源管理和利用效率。
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来源期刊
CiteScore
4.70
自引率
0.00%
发文量
74
审稿时长
4.5 months
期刊介绍: Journal of Water Supply: Research and Technology - Aqua publishes peer-reviewed scientific & technical, review, and practical/ operational papers dealing with research and development in water supply technology and management, including economics, training and public relations on a national and international level.
期刊最新文献
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