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Simulating Crop Evapotranspiration Using Insentek Soil Moisture for Maize Plants on Lysimeters
- Source :
- DEStech Transactions on Computer Science and Engineering.
- Publication Year :
- 2018
- Publisher :
- DEStech Publications, 2018.
-
Abstract
- Crop evapotranspiration (ETc) simulation is important to modeling hydrological process in agro-ecosystem. In this study, ETc was monitored using a large-scale weighing lysimeter system, along with Insentek soil moisture probes at Xuchang Irrigation Experiment Station in 2015 and 2016. Relationships among daily ETc, leaf area index (LAI) and soil water content (SWC) were determined using the Levenberg–Marquardt Algorithm. Our results showed that ETc was significantly correlated with SWC in 0-40 cm soil layers, but not correlated with SWC below 40 cm soil layer. ETc was related to SWC in an exponential function combined with a quadratic function. Effects of SWC in 0-30 cm soil layers accounted for 32-53% variations of ETc. Averaging SWC across the 0-30 cm soil depth, it contributed 46% variations of ETc. Moreover, ETc was correlated with LAI in a negative linear manner, but its correlation coefficient is not significant (P>0.05). We concluded that SWC at top soil layer can be adopted to calibrate Insentek ETc simulation for maize plants.
- Subjects :
- 0106 biological sciences
Topsoil
Irrigation
Correlation coefficient
Soil science
04 agricultural and veterinary sciences
01 natural sciences
Lysimeter
Soil water
040103 agronomy & agriculture
0401 agriculture, forestry, and fisheries
Soil horizon
Environmental science
Leaf area index
Water content
010606 plant biology & botany
Subjects
Details
- ISSN :
- 24758841
- Database :
- OpenAIRE
- Journal :
- DEStech Transactions on Computer Science and Engineering
- Accession number :
- edsair.doi...........ba36fedf39a06c3cfab1fa78c584ca68
- Full Text :
- https://doi.org/10.12783/dtcse/icmsa2018/23258