Validation of two Huanjing-1A/B satellite-based FAO-56 models for estimating winter wheat crop evapotranspiration during mid-season

被引：12

作者：

Jin, Xiuliang ^{[1
,2
,3
,4
]}

Yang, Guijun ^{[1
,2
,3
]}

Xue, Xuzhang ^{[1
,2
,3
]}

Xu, Xingang ^{[1
,2
,3
]}

Li, Zhenhai ^{[1
,2
,3
]}

Feng, Haikuan ^{[1
,2
,3
]}

机构：

[1] Beijing Res Ctr Informat Technol Agr, Key Lab Quantitat Remote Sensing Agr, Minist Agr PR China, Beijing 100097, Peoples R China

[2] Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China

[3] Beijing Engn Res Ctr Agr Internet Things, Beijing 100097, Peoples R China

[4] Chinese Acad Sci, Northeast Inst Geog & Agroecol, Changchun 130102, Jilin, Peoples R China

来源：

AGRICULTURAL WATER MANAGEMENT | 2017年 / 189卷

基金：

英国科学技术设施理事会;

关键词：

Crop evapotranspiration; FAO-56; model; Crop coefficient; Vegetation index; Winter wheat; SENSED VEGETATION INDEXES; ENERGY-BALANCE CLOSURE; EDDY COVARIANCE; IRRIGATION MANAGEMENT; COEFFICIENT METHOD; COTTON; MODIS; HEAT; US; LYSIMETER;

D O I：

10.1016/j.agwat.2017.04.017

中图分类号：

S3 [农学（农艺学）];

学科分类号：

0901 ;

摘要：

Crop evapotranspiration (ETc) is an important indicator used in managing agriculture water and monitoring crop growth. The objectives of this study were to: (1) analyze the seasonal dynamics of crop coefficients (K-c) and basal crop coefficient (K-cb) derived from vegetation indices (VIs) based on a time series of Huanjing (HJ) satellite images during 2011 and 2013; (2) investigate daily and monthly variations of ET, at key growth stages of winter wheat using lysimeter or eddy covariance systems; (3) compare the performance of two Huanjing-1A/B satellite-based FAO-56 models (the FAO-56 dual-crop coefficient model and the vegetation indices-reference evapotranspiration (Vls-ET0) method) to the ET, measurements; (4) select the best ETc model for estimating daily ETc (mm/day) at the Xiaotangshan experimental site and its surrounding farmland in conjunction with HJ satellite overpasses from March to May 2011. The VIs and concurrent ETc were acquired at the Xiaotangshan experimental site, Beijing, China, during the 2011 and 2013 winter wheat growing seasons. The results showed that the overall tendencies of crop coefficient patterns (K-cb and K-c), ETc and ETc first increased and then decreased at key growth stages of winter wheat. The cumulative ETc of water consumption was highest at the heading-filling stage in May. Similar changes in cumulative ETc were found during April-May 2011 and 2013. The estimation accuracy of ET, was better based on FAO-56 dual-crop coefficient model (R-2 = 0.88 and RMSE= 1.06 mm/day in 2011 and R-2 = 0.84 and RMSE= 0.55 mm/day in 2013) than the VI-ET0 method (R-2 = 0.77 and RMSE= 1.22 mm/day in 2011 and R-2 = 0.67 and RMSE = 0.81 mm/day in 2013). The results indicated that the FAO-56 dual-crop coefficient model and VI-ETo methods were used to estimate ET, in winter wheat. Two Huanjing-1A/B satellite-based FAO-56 models were used to timely estimate ET, during the winter wheat mid-season, and ET, was used to adjust agricultural water management practices. (C) 2017 Elsevier B.V. All rights reserved.

引用

页码：27 / 38

页数：12