Assessing the SIMDualKc model for estimating evapotranspiration of hot pepper grown in a solar greenhouse in Northwest China. (September 2015)
- Record Type:
- Journal Article
- Title:
- Assessing the SIMDualKc model for estimating evapotranspiration of hot pepper grown in a solar greenhouse in Northwest China. (September 2015)
- Main Title:
- Assessing the SIMDualKc model for estimating evapotranspiration of hot pepper grown in a solar greenhouse in Northwest China
- Authors:
- Qiu, Rangjian
Du, Taisheng
Kang, Shaozhong
Chen, Renqiang
Wu, Laosheng - Abstract:
- Abstract: An accurate estimation of crop evapotranspiration ( ETc ) in greenhouses is critical for precise water resource management and effective irrigation scheduling. In this study, the SIMDualKc model was calibrated and validated with the data from a four-season experiment to estimate the ETc of hot pepper grown in a greenhouse located in Northwest China. Various indicators have shown good agreement between the simulated ETc through SIMDualKc model and observed throughout the seasons with regression coefficient ( b ) of 0.97, coefficient of determination ( R 2 ) of 0.58, average root mean square error ( RMSE ) of 0.54 mm d −1 and average mean absolute error ( MAE ) of 0.44 mm d −1 for four seasons. The model fitted well the observed transpiration data with b of 0.98, R 2 of 0.72, RMSE of 0.39 mm d −1 and MAE of 0.33 mm d −1 . The calculated crop coefficients for the initial stage, mid-season and late-season were 0.6, 0.8, and 0.6, respectively. Based on the SIMDualKc model simulation, the average soil evaporation ( E ) of the initial stage over the four growth seasons accounted for 20.9% of the ETc . After this stage, it decreased to 3.3–4.5% of the ETc . The average seasonal E / ETc over the four growth seasons was 6.1%, indicating that transpiration was the dominant component of ETc of hot pepper grown in a greenhouse over the crop season. Our research supports the SIMDualKc model as appropriate to estimate crop ETc in greenhouses and may be further used to improveAbstract: An accurate estimation of crop evapotranspiration ( ETc ) in greenhouses is critical for precise water resource management and effective irrigation scheduling. In this study, the SIMDualKc model was calibrated and validated with the data from a four-season experiment to estimate the ETc of hot pepper grown in a greenhouse located in Northwest China. Various indicators have shown good agreement between the simulated ETc through SIMDualKc model and observed throughout the seasons with regression coefficient ( b ) of 0.97, coefficient of determination ( R 2 ) of 0.58, average root mean square error ( RMSE ) of 0.54 mm d −1 and average mean absolute error ( MAE ) of 0.44 mm d −1 for four seasons. The model fitted well the observed transpiration data with b of 0.98, R 2 of 0.72, RMSE of 0.39 mm d −1 and MAE of 0.33 mm d −1 . The calculated crop coefficients for the initial stage, mid-season and late-season were 0.6, 0.8, and 0.6, respectively. Based on the SIMDualKc model simulation, the average soil evaporation ( E ) of the initial stage over the four growth seasons accounted for 20.9% of the ETc . After this stage, it decreased to 3.3–4.5% of the ETc . The average seasonal E / ETc over the four growth seasons was 6.1%, indicating that transpiration was the dominant component of ETc of hot pepper grown in a greenhouse over the crop season. Our research supports the SIMDualKc model as appropriate to estimate crop ETc in greenhouses and may be further used to improve irrigation scheduling for hot pepper grown in greenhouses. Highlights: SIMDualKc model was calibrated and validated in greenhouse. There was a good agreement between estimated and observed evapotranspiration as well as transpiration. The initial, mid-season and late-season basal crop coefficients were 0.6, 0.8 and 0.6, respectively. Transpiration was the dominant component of evapotranspiration of hot pepper grown in greenhouse. … (more)
- Is Part Of:
- Agricultural systems. Volume 138(2015)
- Journal:
- Agricultural systems
- Issue:
- Volume 138(2015)
- Issue Display:
- Volume 138, Issue 2015 (2015)
- Year:
- 2015
- Volume:
- 138
- Issue:
- 2015
- Issue Sort Value:
- 2015-0138-2015-0000
- Page Start:
- 1
- Page End:
- 9
- Publication Date:
- 2015-09
- Subjects:
- Dual Kc method -- Transpiration -- Evaporation -- Crop coefficient -- Greenhouse crops
Agricultural systems -- Periodicals
Agriculture -- Environmental aspects -- Periodicals
338.16 - Journal URLs:
- http://www.sciencedirect.com/science/journal/0308521X ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.agsy.2015.05.001 ↗
- Languages:
- English
- ISSNs:
- 0308-521X
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 0757.410000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 7736.xml