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Article
Digital innovation in agriculture has become a powerful force in the modern world as it revolutionizes the agricultural sector and improves the sustainability and efficacy of farming practices. In this context, the study examines the effects of [...]
Article
In recent years, frequent drought events in Konya, one of Türkiye's most important cereal production centres, have led to increased pressure on water and soil resources, resulting in yield losses, particularly in wheat production. Alternative yi[...]
Article
Optimizing agricultural productivity and promoting sustainability necessitates accurate predictions of crop yields to ensure food security. Various agricultural and climatic variables are included in the analysis, encompassing crop type, year, s[...]
Article
Significant losses occur in the fresh produce supply chain, spanning from the harvest to postharvest stages, with considerable wastage during production and consumption. Developing predictive models for overall postharvest losses is crucial to i[...]
Article
Socioeconomic and climate change are both essential factors affecting the global cultivation distributions of crops. However, the role of socioeconomic factors in the prediction of future crop cultivation distribution under climate change has be[...]
Thèse, Mémoire, Master
Le secteur de la boulangerie, viennoiserie, pâtisserie est confronté à des défis multiples : périssabilité des produits, fluctuations de la demande, concurrence, etc. Face à ces défis, une prévision des ventes précise est cruciale pour éviter à [...]
Thèse, Mémoire, Master
Z. Khannafer | 2024This thesis develops a climate-responsive water stress model to improve crop yield and biomass simulations under varying climatic conditions, focusing on the Mediterranean region. The model is to be integrated into the DABHSIM framework and focu[...]
Ouvrage
V.J.P.D. Martinho | Cham [Suisse] : Springer | SpringerBriefs in Applied Sciences and Technology, ISSN 2191-530X | 2024This book presents machine learning approaches to identify the most important predictors of crucial variables for dealing with the challenges of managing production units and designing agriculture policies. The book focuses on the agricultural s[...]
Ouvrage
S. Krishnan, ed. ; A.J. Anand, ed. ; N. Prasanth, ed. ; S. Goundar, ed. ; C. Ananth, ed. | Boca Raton [États-Unis] : CRC Press | 2024Predictive Analysis in Smart Agricultureexplores computational engineering techniques and applications in agriculture development. Recent technologies such as cloud computing, IoT, big data, and machine learning are focused on for smart agricult[...]
Article
The objectives of this paper are to determine the factors that influence interannual movements of farms between income categories, and to forecast future income categories of farms under several different market, climate, and policy scenarios. T[...]
Article
A. Elbeltagi ; A. Srivastava ; A.H. Al-Saeedi ; A. Raza ; I. Abd-Elaty ; M. El-Rawy |The estimation of reference evapotranspiration (ETo), a crucial step in the hydrologic cycle, is essential for system design and management, including the balancing, planning, and scheduling of agricultural water supply and water resources. When[...]
Thèse, Mémoire, Master
Les entreprises du secteur agroalimentaire évoluent au sein d'un environnement concurrentiel, profondément influencé par les changements rapides dans les préférences des consommateurs. La pérennité de ces entreprises est intrinsèquement liée à l[...]
Ouvrage
Dans la continuité de l’ouvrage Comprendre et utiliser la comptabilité des exploitations agricoles, ce manuel présente une succession d’approches conceptuelles, de cas concrets d’entreprise et d’exercices. L’intérêt pour le lecteur sera de trouv[...]
Article
The increasing global demand for food has forced farmers to produce higher crop yields in order to keep up with population growth, while maintaining sustainable production for the environment. As knowledge about natural cropland suitability is m[...]
Article
J.J. Cubillas ; M.I. Ramos ; J.M. Jurado ; F.R. Feito |Predictive systems are a crucial tool in management and decision-making in any productive sector. In the case of agriculture, it is especially interesting to have advance information on the profitability of a farm. In this sense, depending on th[...]
Article
S. Mohammed ; A. Elbeltagi ; B. Bashir ; K. Alsafadi ; F. Alsilibe ; A. Alsalman ; M. Zeraatpisheh ; A. Széles ; E. Harsányi |Drought is a natural hazard which affects ecosystems in the eastern Mediterranean. However, limited historical data for drought monitoring and forecasting are available in the eastern Mediterranean. Thus, implementing machine learning (ML) algor[...]
Article
M.S. Kivi ; B. Blakely ; M. Masters ; C.J. Bernacchi ; F.E. Miguez ; H. Dokoohaki |As we face today's large-scale agricultural issues, the need for robust methods of agricultural forecasting has never been clearer. Yet, the accuracy and precision of our forecasts remains limited by current tools and methods. To overcome the li[...]
Article
Over the last years, the global application of machine learning (ML) models in groundwater quality studies has proved to be a robust alternative tool to produce highly accurate results at a low cost. This research aims to evaluate the ability of[...]
Article
A. Elbeltagi ; A. Nagy ; S. Mohammed ; C.B. Pande ; M. Kumar ; S.A. Bhat ; J. Zsembeli ; L. Huzsvai ; J. Tamás ; E. Kovács ; E. Harsányi ; C. Juhász |Reference crop evapotranspiration (ETo) is an important component of the hydrological cycle that is used for water resource planning, irrigation, and agricultural management, as well as in other hydrological processes. The aim of this study was [...]
Ouvrage
Mapping and Forecasting Land Use: The Present and Future of Planning is a comprehensive reference on the use of technologies to map land use, focusing on GIS and remote sensing applications and methodologies for land use monitoring. This book ad[...]
Article
Agricultural systems are constantly stressed due to higher demands for products. Consequently, water resources consumed on irrigation are increased. In combination with the climatic change, those are major obstacles to maintaining sustainable de[...]
Article
Structural changes in agriculture, rural areas and regions, as well as in economic activities related to the production and trade of agricultural products, most often occur as a response to periodic changes in general economic and social conditi[...]
Article
Forecasting future supply and demand is a topical subject in the olive oil sector due to its relevance for decision making and the lack of comprehensive and consensual estimates at the global level. This study aims at overcoming this gap in rese[...]
Article
Drought is an important natural hazard that is expected to increase in frequency and intensity as a consequence of climate change. This study aimed to evaluate the impact of future changes in the temperature and precipitation regime of Spain on [...]
Article
H. Hamilton ; H. Hamilton ; R. Henry ; M. Rounsevell ; D. Moran ; F. Cossar ; K. Allen ; L. Boden ; P. Alexander |Globalised food supply chains are increasingly susceptible to systemic risks, with natural, social and economic shocks in one region potentially leading to price spikes and supply changes experienced at the global scale. Projections commonly ext[...]
Article
We examine empirically the predictability of conditions associated with a higher probability of a price spike in agricultural commodity markets. We find that the forward spread is the most significant indicator of probable price jumps in maize, [...]
Article
Most crop models were developed and tested in homogeneous field conditions. However, these crop models are increasingly applied beyond the field scale for larger regions. Inadequate representation of the spatial variability at a larger scale int[...]
Article
A. Elbeltagi ; L. Zhang ; J. Deng ; A. Juma ; K. Wang |Accurate estimation of crop evapotranspiration (ETc) is essential for water resources management, planning, and scheduling. This study focuses on estimating, predicting and modeling crop coefficients kc of maize which is an important parameter f[...]
Article
Two thirds of human water use is linked to agricultural practices including crop irrigation. Furthermore, excess irrigation leads to drainage problems. For this reason, reduced irrigation strategies need to be implemented to protect water resour[...]
Article
Dairy farms play a fundamental role in both social and economic areas, due to the high quantity of milk production they have. In this area, the nutritional management and the dairy control practices must be carefully analyzed, since they are dir[...]
