Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions
Sugar beet is one of the most important agricultural crops and its yield depends on irrigation water. Due to the impossibility of assessing the effect of all water amount strategies on sugar beet yield, it is necessary to use crop models such as WOFOST, AquaCrop and Cropsyst. In order to achieve thi...
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Isfahan University of Technology
2019-06-01
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doaj-3cb016093f7540259c9341dec98c22722021-04-20T08:16:54ZfasIsfahan University of Technology علوم آب و خاک2476-35942476-55542019-06-01231199207Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit ConditionsN. A. Ebrahimipak0A. Egdernezhad1 1. Department of Irrigation and Soil Physics, Soil and Water Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran. 2. Department of Water Sciences and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. Sugar beet is one of the most important agricultural crops and its yield depends on irrigation water. Due to the impossibility of assessing the effect of all water amount strategies on sugar beet yield, it is necessary to use crop models such as WOFOST, AquaCrop and Cropsyst. In order to achieve this goal, a set of data collected from Shahrekord’s Agricultural Research Station were used. Treatments consisted of irrigation water amount (in five levels: E0: 100%, E1: 85%, E2: 70%, E3: 55%, and E4: 30%) based on crop evapotranspiration in different growth stages (T1: initial, T2: T2: mid-season, and T3: late season). The values of RMSE statistical criteria for the results of AquaCrop, WOFOST and CropSyst simulation were equal to 0.57, 0.68, and 0.26 ton.ha-1, respectively. NRMSE results were also obtained to be 0.11, 0.13, and 0.05 ton.ha-1 for the mentioned crop mpdels, respectively. The results of the EF criteria revealed that CropSyst (0.91) had better efficiency, as compared to AquaCrop (0.62) and WOFOST (0.47). Regarding the results, it is suggested to use CropSyst to simulate sugar beet yield in similar conditions.http://jstnar.iut.ac.ir/article-1-3625-en.htmlcropping model. radiation-driven modelwater-driven model |
collection |
DOAJ |
language |
fas |
format |
Article |
sources |
DOAJ |
author |
N. A. Ebrahimipak A. Egdernezhad |
spellingShingle |
N. A. Ebrahimipak A. Egdernezhad Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions علوم آب و خاک cropping model. radiation-driven model water-driven model |
author_facet |
N. A. Ebrahimipak A. Egdernezhad |
author_sort |
N. A. Ebrahimipak |
title |
Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions |
title_short |
Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions |
title_full |
Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions |
title_fullStr |
Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions |
title_full_unstemmed |
Assessment of AquaCrop, WOFOST and CropSyst models for Estimating Sugar Beet Yield under Water Deficit Conditions |
title_sort |
assessment of aquacrop, wofost and cropsyst models for estimating sugar beet yield under water deficit conditions |
publisher |
Isfahan University of Technology |
series |
علوم آب و خاک |
issn |
2476-3594 2476-5554 |
publishDate |
2019-06-01 |
description |
Sugar beet is one of the most important agricultural crops and its yield depends on irrigation water. Due to the impossibility of assessing the effect of all water amount strategies on sugar beet yield, it is necessary to use crop models such as WOFOST, AquaCrop and Cropsyst. In order to achieve this goal, a set of data collected from Shahrekord’s Agricultural Research Station were used. Treatments consisted of irrigation water amount (in five levels: E0: 100%, E1: 85%, E2: 70%, E3: 55%, and E4: 30%) based on crop evapotranspiration in different growth stages (T1: initial, T2: T2: mid-season, and T3: late season). The values of RMSE statistical criteria for the results of AquaCrop, WOFOST and CropSyst simulation were equal to 0.57, 0.68, and 0.26 ton.ha-1, respectively. NRMSE results were also obtained to be 0.11, 0.13, and 0.05 ton.ha-1 for the mentioned crop mpdels, respectively. The results of the EF criteria revealed that CropSyst (0.91) had better efficiency, as compared to AquaCrop (0.62) and WOFOST (0.47). Regarding the results, it is suggested to use CropSyst to simulate sugar beet yield in similar conditions. |
topic |
cropping model. radiation-driven model water-driven model |
url |
http://jstnar.iut.ac.ir/article-1-3625-en.html |
work_keys_str_mv |
AT naebrahimipak assessmentofaquacropwofostandcropsystmodelsforestimatingsugarbeetyieldunderwaterdeficitconditions AT aegdernezhad assessmentofaquacropwofostandcropsystmodelsforestimatingsugarbeetyieldunderwaterdeficitconditions |
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1721518485611216896 |