Evaluation of AquaCrop Model for Foxtail Millet (Setaria italica) Growth and Water Use with Plastic Film Mulching and No Mulching under Different Weather Conditions Article Swipe
Daxin Guo
,
Chao-Fei Chen
,
Pingyi Guo
,
Xiangyang Yuan
,
Xuguang Xing
,
Xiaoyi Ma
·
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.3390/w10070836
YOU?
·
· 2018
· Open Access
·
· DOI: https://doi.org/10.3390/w10070836
The water-driven AquaCrop model is used extensively for simulating crop growth and water use. A three-year field experiment (2015–2017) of foxtail millet (Setaria italica) that was grown using plastic film mulching (PM) and no mulching (NM) was conducted in a rain-fed region of China to simulate canopy cover (CC), biomass, soil water content (SWC), yield, evapotranspiration (ETc), and water use efficiency (WUE). The year 2015 was much drier and warmer than the two other years. The model was calibrated using field data from 2016 and validated using the data from 2015 and 2017. Simulations of CC, biomass, and yield achieved favorable performance for both PM and NM in all years, as indicated by the high determination coefficient (R2), model efficiency (EF), small root mean square error (RMSE), normalized root mean square error (NRMSE), and deviations < 10%. Simulations of SWC, ETc, and WUE gave acceptable results for both PM and NM in the normal year (2017). However, low R2 and EF, and large NRMSE, RMSE, and deviations were observed in the predictions of PM and NM for SWC, ETc, and WUE in the dry year (2015) with a severe drought stress, indicating that the model performed unsatisfactorily under severe drought stress condition that was caused by the adverse weather. In addition, the simulation performance of NM was more favorable than that of PM for most crop growth and water use indexes under no drought stress condition.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/w10070836
- https://www.mdpi.com/2073-4441/10/7/836/pdf?version=1529746268
- OA Status
- gold
- Cited By
- 23
- References
- 36
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W2811504107
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W2811504107Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.3390/w10070836Digital Object Identifier
- Title
-
Evaluation of AquaCrop Model for Foxtail Millet (Setaria italica) Growth and Water Use with Plastic Film Mulching and No Mulching under Different Weather ConditionsWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2018Year of publication
- Publication date
-
2018-06-23Full publication date if available
- Authors
-
Daxin Guo, Chao-Fei Chen, Pingyi Guo, Xiangyang Yuan, Xuguang Xing, Xiaoyi MaList of authors in order
- Landing page
-
https://doi.org/10.3390/w10070836Publisher landing page
- PDF URL
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https://www.mdpi.com/2073-4441/10/7/836/pdf?version=1529746268Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://www.mdpi.com/2073-4441/10/7/836/pdf?version=1529746268Direct OA link when available
- Concepts
-
Setaria, Water-use efficiency, Evapotranspiration, Environmental science, Mulch, Foxtail, Agronomy, Biomass (ecology), Canopy, Plastic film, Mathematics, Irrigation, Biology, Botany, Materials science, Layer (electronics), Ecology, Composite materialTop concepts (fields/topics) attached by OpenAlex
- Cited by
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23Total citation count in OpenAlex
- Citations by year (recent)
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2025: 7, 2024: 2, 2023: 5, 2022: 4, 2021: 2Per-year citation counts (last 5 years)
- References (count)
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36Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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