Estimation of daily maize transpiration using support vector machines, extreme gradient boosting, artificial and deep neural networks models
Accurate measurement or estimation of plant transpiration (T) is of great significance for
understanding crop water use, predicting crop yield and designing irrigation schedule in …
understanding crop water use, predicting crop yield and designing irrigation schedule in …
Crop evapotranspiration prediction by considering dynamic change of crop coefficient and the precipitation effect in back-propagation neural network model
X Han, Z Wei, B Zhang, Y Li, T Du, H Chen - Journal of Hydrology, 2021 - Elsevier
Accurate prediction of crop evapotranspiration (ET c) can provide a scientific basis for
improving water use efficiency, rational allocation of water resources, and sustainable …
improving water use efficiency, rational allocation of water resources, and sustainable …
Evapotranspiration partitioning, water use efficiency, and maize yield under different film mulching and nitrogen application in northwest China
H Fang, Y Li, X Gu, M Yu, Y Du, P Chen, Y Li - Field Crops Research, 2021 - Elsevier
Exploring the effects of film mulching and nitrogen (N) on crop transpiration (E t), soil
evaporation (E s), crop actual evapotranspiration (ET a), and their relationships with yield …
evaporation (E s), crop actual evapotranspiration (ET a), and their relationships with yield …
What determines the time lags of sap flux with solar radiation and vapor pressure deficit?
A time lag commonly exists between tree sap flux (SF) and its main driving factors-incoming
short-wave solar radiation (Rsi) and atmospheric vapor pressure deficit (VPD), generating a …
short-wave solar radiation (Rsi) and atmospheric vapor pressure deficit (VPD), generating a …
[HTML][HTML] The field mulching could improve sustainability of spring maize production on the Loess Plateau
S Lv, J Li, Z Yang, T Yang, H Li, X Wang, Y Peng… - Agricultural Water …, 2023 - Elsevier
Despite field mulching has been widely adopted to improve crop productivity, agro-
ecosystem sustainability of this technology in arid and semi-arid areas is inconclusive. We …
ecosystem sustainability of this technology in arid and semi-arid areas is inconclusive. We …
Prediction of sap flow with historical environmental factors based on deep learning technology
Y Li, J Ye, D Xu, G Zhou, H Feng - Computers and Electronics in Agriculture, 2022 - Elsevier
Sap flow is an important intermediate link that reflects the continuous soil–plant-atmosphere
cycle. Therefore, it is important to predict the sap flow to analyze the amount of tree …
cycle. Therefore, it is important to predict the sap flow to analyze the amount of tree …
Estimation of rainfed maize transpiration under various mulching methods using modified Jarvis-Stewart model and hybrid support vector machine model with whale …
Soil mulching can effectively modify the crop growth environment and increase crop
productivity in rainfed agriculture. Accurate estimation of crop evapotranspiration (ET) …
productivity in rainfed agriculture. Accurate estimation of crop evapotranspiration (ET) …
Monitoring soil moisture in winter wheat with crop water stress index based on canopy-air temperature time lag effect
Q Zhang, X Yang, C Liu, N Yang, G Yu, Z Zhang… - International Journal of …, 2024 - Springer
Crop water stress index (CWSI) has been widely used in soil moisture monitoring. However,
the influence of the time lag effect between canopy temperature and air temperature on the …
the influence of the time lag effect between canopy temperature and air temperature on the …
Phenology and canopy conductance limit the accuracy of 20 evapotranspiration models in predicting transpiration
Transpiration is a fundamental biophysical process, directly measured in plants by dividing
sap flow by total leaf area. Under non-limiting conditions, transpiration and reference …
sap flow by total leaf area. Under non-limiting conditions, transpiration and reference …
[HTML][HTML] Evapotranspiration, water use efficiency, and yield for film mulched maize under different nitrogen-fertilization rates and climate conditions
H Fang, Y Li, X Gu, Y Du, P Chen, H Hu - Agricultural Water Management, 2024 - Elsevier
The biodegradable film, as an ideal substitute for plastic film, has broad application
prospects. However, it is uncertain in maize actual evapotranspiration (ET ac) components …
prospects. However, it is uncertain in maize actual evapotranspiration (ET ac) components …