REMOTE SENSING OF REGIONAL CROP TRANSPIRATION OF WINTER WHEAT BASED ON MODIS DATA AND FAO-56 CROP COEFFICIENT METHOD

文献类型： 外文期刊

第一作者： Li, Heli

作者： Li, Heli;Li, Heli;Luo, Yi;Li, Heli;Zhao, Chunjiang;Yang, Guijun

作者机构：

关键词： Transpiration;MODIS Data;FAO-56 Crop Coefficient Method;Winter Wheat

期刊名称：INTELLIGENT AUTOMATION AND SOFT COMPUTING （ 影响因子：1.647； 五年影响因子：1.469 ）

ISSN： 1079-8587

年卷期： 2013 年 19 卷 3 期

页码：

收录情况： SCI

摘要： Crop evapotranspiration is one of the most important parameters of farmland water cycle, which consists of crop transpiration (T-c) and soil evaporation. As the efficient component for crop production, T-c and its accurate determination, especially on a regional scale, is very critical for scientific design of irrigation scheduling and high-efficiency utilization of water resources. In this work, the T-c of winter wheat over an irrigation area located in the lower Yellow River of China was estimated by combining MODIS data and FAO-56 crop coefficient method. Specifically, the relationships between the single crop coefficient (K-c), basal crop coefficient (K-cb) and canopy vegetation indices were investigated and compared based on field data. Then, the actual K-cb map of winter wheat over the study area was estimated with MODIS-derived soil adjusted vegetation index (SAW) using the relationship obtained from above field investigations. Finally, the T-c of winter wheat over the area was determined as the product of K-cb and reference crop evapotranspiration (ET0). ET0 was calculated from meteorological data, and then were spatially interpolated to obtain the regional map matching with the remotely sensed K-cb. It was found that compared with K-c, K-cb was much more closely related to the vegetation indices of NDVI, SAVI, and EVI, even in the presence of nitrogen and water stress, with the coefficients of determination (R-2) being 0.60, 0.67 and 0.68 respectively (n = 195) which could be even higher without the water-stress points that had not reached the severity to make obvious changes in canopies. Results also demonstrated that it was feasible to utilize the K-cb-SAVI relationship to derive the K-cb of winter wheat over a large area by means of satellite remote sensing, and that it was effective to determine regional crop T-c using the above approach. It would be useful in practical application due to the advantages of easy operation and separating soil evaporation effectively.

分类号：

  • 相关文献

[1]Study on Drought Index in Major Planting Area of Winter Wheat of China. Sun, Li,Li, Baoguo,Sun, Li,Wu, Quan,Pei, Zhiyuan,Chen, Xiwei.

[2]Effects of vegetation indices to the spatial changes of desert environment using EOS/MODIS data: A case study to Sangong inland arid ecosystem. Lu, Liping,Qin, Zhihao,Qin, Zhihao,Gao, Maofang,Zhao, Chengyi,Li, Wenjuan. 2006

[3]EXTRACTION OF PLANTING AREAS OF MAJOR CROPS AND CROP GROWTH MONITORING IN NORTHEAST CHINA. Huang, Qing,Zhou, Qingbo,Wu, Wenbin,Wang, Limin,Zhang, Li,Huang, Qing,Zhou, Qingbo,Wu, Wenbin,Wang, Limin,Zhang, Li. 2012

[4]Remote sensing of agro-droughts in Guangdong province of China using MODIS satellite data. Gao, Maofang,Qin, Zhihao,Yang, Xiuchun,Qin, Zhihao,Zhang, Hong'ou,Zhou, Xia,Qin, Zhihao,Lu, Liping. 2008

[5]Physiological fundamentals of AnM technique in peanut production: Stomatal oscillations in intact and excised leaves of peanut plants grown with a modified AnM technique. Qin, Feifei,Takano, Tetsuo,Qin, Feifei,Xu, Hui-lian,Qin, Feifei,Li, Fenglan. 2012

[6]Estimation of evapotranspiration and its components from an apple orchard in northwest China using sap flow and water balance methods. Gong, Daozhi,Kang, Shaozhong,Yao, Limin,Zhang, Lu.

[7]Characterization of transgenic cotton (Gossypium hirsutum L.) over-expressing Arabidopsis thaliana Related to ABA-insensitive3(ABI3)/Vivparous1 (AtRAV1) and AtABI5 transcription factors: improved water use efficiency through altered guard cell physiology. Fiene, Justin G.,Kalns, Lauren,Sword, Gregory A.,Mallick, Sayani,Mittal, Amandeep,Rock, Christopher D.,Nansen, Christian,Nansen, Christian,Dever, Jane.

[8]Silicon uptake and transport is an active process in Cucumis sativus. Liang, YC,Si, J,Romheld, V. 2005

[9]A two-dimensional model of root water uptake for single apple trees and its verification with sap flow and soil water content measurements. Gong, Daozhi,Kang, Shaozhong,Zhang, Lu,Du, Taisheng,Yao, Limin. 2006

[10]Morphological and yield responses of winter wheat (Triticum aestivum L.) to raised bed planting in Northern China. Wang, Fahong,Kong, Ling'an,Li, Shengdong,Si, Jisheng,Feng, Bo,Zhang, Bin,Wang, Fahong,Sayre, Ken. 2011

[11]Estimating Winter Wheat Leaf Area Index From Ground and Hyperspectral Observations Using Vegetation Indices. Xie, Qiaoyun,Huang, Wenjiang,Zhang, Bing,Dong, Yingying,Xie, Qiaoyun,Chen, Pengfei,Song, Xiaoyu,Pascucci, Simone,Pignatti, Stefano,Laneve, Giovanni. 2016

[12]Winter wheat biomass estimation based on canopy spectra. Zheng Ling,Zhu Dazhou,Zhang Baohua,Wang Cheng,Zhao Chunjiang,Zheng Ling,Liang Dong. 2015

[13]MONITORING WINTER WHEAT MATURITY BY HYPERSPECTRAL VEGETATION INDICES. Wang, Qian,Huang, Yuanfang,Wang, Qian,Li, Cunjun,Wang, Jihua,Song, Xiaoyu,Huang, Wenjiang. 2012

[14]Yield loss compensation effect and water use efficiency of winter wheat under double-blank row mulching and limited irrigation in northern China. Yan, Qiuyan,Yang, Feng,Dong, Fei,Lu, Jinxiu,Li, Feng,Zhang, Jiancheng,Yan, Qiuyan,Duan, Zengqiang,Lou, Ge. 2018

[15]Discrimination of yellow rust and powdery mildew in wheat at leaf level using spectral signatures. Yuan, Lin,Zhang, Jingcheng,Zhao, Jinling,Du, Shizhou,Huang, Wenjiang,Wang, Jihua. 2012

[16]SELECTION OF SPECTRAL CHANNELS FOR SATELLITE SENSORS IN MONITORING YELLOW RUST DISEASE OF WINTER WHEAT. Yuan, Lin,Wang, Jihua,Yuan, Lin,Zhang, Jingcheng,Nie, Chenwei,Wei, Liguang,Yang, Guijun,Wang, Jihua,Yuan, Lin,Zhang, Jingcheng,Nie, Chenwei,Wei, Liguang,Yang, Guijun,Wang, Jihua. 2013

[17]Effect of brackish water irrigation and straw mulching on soil salinity and crop yields under monsoonal climatic conditions. Pang, Huan-Cheng,Li, Yu-Yi,Liang, Ye-Sen,Yang, Jin-Song. 2010

[18]Optimization of sampling basic unit size on spatial sampling for estimating winter wheat sown acreage. Wang Di,Zhou Qingbo,Chen Zhongxin,Liu Jia. 2012

[19]Evaluating Multispectral and Hyperspectral Satellite Remote Sensing Data for Estimating Winter Wheat Growth Parameters at Regional Scale in the North China Plain. Koppe, Wolfgang,Gnyp, Martin L.,Bareth, Georg,Koppe, Wolfgang,Chen, Xinping,Zhang, Fusuo,Li, Fei,Miao, Yuxin,Miao, Yuxin. 2010

[20]Monitoring and Forecasting Winter Wheat Freeze Injury and Yield from Multi-Temporal Remotely Sensed Data. Wang, Huifang,Huo, Zhiguo,Zhou, Guangsheng,Wu, Li,Wang, Huifang,Feng, Haikuan. 2016

作者其他论文 更多>>

微信小程序