Models calibration and evaluation

M Ahmed, S Ahmad, MA Raza, U Kumar, M Ansar… - Systems modeling, 2020 - Springer
Calibration of crop model is standard practice, and it involves estimation of crop parameters
based upon observed field data. It is the process of estimation of unknown parameters using …

A surrogate model based on feature selection techniques and regression learners to improve soybean yield prediction in southern France

DC Corrales, C Schoving, H Raynal, P Debaeke… - … and Electronics in …, 2022 - Elsevier
Empirical and process-based models are currently used to predict crop yield at field and
regional levels. A mechanistic model named STICS (Multidisciplinary Simulator for Standard …

[HTML][HTML] Common agronomic adaptation strategies to climate change may increase soil greenhouse gas emission in Northern Europe

D Grados, D Kraus, E Haas, K Butterbach-Bahl… - Agricultural and Forest …, 2024 - Elsevier
Climate change poses a significant threat to agriculture, highlighting the need for adaptation
strategies to reduce its impacts. Agronomic adaptation strategies, such as changes in …

The first calibration and evaluation of the STICS soil-crop model on chickpea-based intercrop** system under Mediterranean conditions

O Kherif, M Seghouani, E Justes… - European Journal of …, 2022 - Elsevier
Soil-crop models are widely used as valuable tools to assess the combined effects of
crop** practices, soil management and climate on the agro-environmental indicators …

Uncertainties in simulating N uptake, net N mineralization, soil mineral N and N leaching in European crop rotations using process-based models

X Yin, KC Kersebaum, N Beaudoin, J Constantin… - Field Crops …, 2020 - Elsevier
Modelling N transformations within crop** systems is crucial for N management
optimization in order to increase N use efficiency and reduce N losses. Such modelling …

Modeling soil-plant functioning of intercrops using comprehensive and generic formalisms implemented in the STICS model

R Vezy, S Munz, N Gaudio, M Launay… - Agronomy for …, 2023 - Springer
The growing demand for sustainable agriculture is raising interest in intercrop** for its
multiple potential benefits to avoid or limit the use of chemical inputs or increase the …

Long-term modelling of soil N mineralization and N fate using STICS in a 34-year crop rotation experiment

X Yin, N Beaudoin, F Ferchaud, B Mary, L Strullu… - Geoderma, 2020 - Elsevier
Net soil N mineralization is a driver for N uptake and N losses at an annual scale, but is itself
dependent on long-term N surplus and CN storage in agricultural systems. The accurate …

[HTML][HTML] STICS soil–crop model performance for predicting biomass and nitrogen status of spring barley cropped for 31 years in a Gleysolic soil from northeastern …

N Ravelojaona, G Jégo, N Ziadi, A Mollier, J Lafond… - Agronomy, 2023 - mdpi.com
Spring barley (Hordeum vulgare L.) is an increasingly important cash crop in the province of
Quebec (Canada). Soil–crop models are powerful tools for analyzing and supporting …

Interactive effects of atmospheric CO2 concentration and water stress on the phenology and physiology of faba bean (Vicia faba L.)

JO Alza, N Gutiérrez, JM Cabezas, AM Torres… - Environmental and …, 2024 - Elsevier
Crop modelling is a critical tool for assessing the impact of climate change and for
evaluating adaptation strategies to ensure the sustainability of agricultural systems. In …

Calibrating the STICS soil-crop model to explore the impact of agroforestry parklands on millet growth

S Sow, Y Senghor, K Sadio, R Vezy, O Roupsard… - Field Crops …, 2024 - Elsevier
Context Agroforestry systems provide critical benefits for food security and climate change
mitigation. Yet, they are complex and heteregoneous sytems hard to optimize. The use of …