Wheat yield estimation using remote sensing data based on machine learning approaches

E Cheng, B Zhang, D Peng, L Zhong, L Yu… - Frontiers in Plant …, 2022 - frontiersin.org
Accurate predictions of wheat yields are essential to farmers' production plans and to the
international trade in wheat. However, only poor approximations of the productivity of wheat …

Evaluation of AquaCrop and intelligent models in predicting yield and biomass values of wheat

M Sharafi, J Behmanesh, V Rezavardinejad… - International Journal of …, 2023 - Springer
AquaCrop is one of the dynamic and user-friendly models for simulating different conditions
governing plant growth in the field. But this model requires many input parameters such as …

[HTML][HTML] MONTPEL: A multi-component Penman-Monteith energy balance model

R Albasha, L Manceau, H Webber, M Chelle… - Agricultural and Forest …, 2024 - Elsevier
Mechanistic modelling is gradually replacing empiricism in crop models, focusing on leaf-
level physiological processes. This shift necessitates simulating crop surface temperature at …

[HTML][HTML] Evaluation and comparison of AquaCrop model and intelligent models to predict wheat yield (Case study: Miandoab and Mahabad cities)

M Sharafi, J Behmanesh… - Water and Soil …, 2024 - water-soil.tabrizu.ac.ir
AbstractBackground and Objectives: Due to population growth and Iran's location in arid and
semi-arid regions of the world, the need for water and food has increased and as a result …