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Thésaurus IAMM > INFORMATION > SCIENCE DE L'INFORMATION > TRAITEMENT DE L'INFORMATION > TRAITEMENT DES DONNEES > ANALYSE DE DONNEES
ANALYSE DE DONNEES |
Documents disponibles dans cette catégorie (165)
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Article
E.M.B.M. Karunathilake ; A.T. Le ; S. Heo ; Y.S. Chung ; S. Mansoor |Precision agriculture employs cutting-edge technologies to increase agricultural productivity while reducing adverse impacts on the environment. Precision agriculture is a farming approach that uses advanced technology and data analysis to maxim[...]
Article
Machine learning (ML) and its branch, deep learning (DL), is rapidly evolving and gaining popularity as it outperforms other, more traditional methods in different areas of agriculture. However, ML and DL techniques must be correctly applied to [...]
Article
A. Cravero ; S. Pardo ; P. Galeas ; J. López Fenner ; M. Caniupán |Sustainable agriculture is currently being challenged under climate change scenarios since extreme environmental processes disrupt and diminish global food production. For example, drought-induced increases in plant diseases and rainfall caused [...]
Article
Regardless of public perceptions of the agricultural techniques, the fact is that the current agriculture industry is more data-driven, accurate, and intelligent than before. Therefore, novel technologies such as fog computing and the Internet o[...]
Article
Geographical Indications (GIs), as Protected Designation of Origin (PDO)and Protected Geographical Indication (PGI), offer a unique protection scheme to preserve high-quality agri-food productions and support sustainable rural development at the[...]
Article
Q.H. Ngo ; T. Kechadi ; N.-A. Le-Khac |In recent years, data science has evolved significantly. Data analysis and mining processes become routines in all sectors of the economy where datasets are available. Vast data repositories have been collected, curated, stored, and used for ext[...]
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
CONTEXT Agricultural systems are generally characterised by many dependent variables that represent their management practices and performances. Parametric approaches are usually used to explore data collected from farms and relations among vari[...]
Article
With the rapid developments in ICT, the current agriculture businesses have become increasingly data-driven and are supported by advanced data analytics techniques. In this context, several studies have investigated the adopted data analytics pl[...]
Article
A. Durrant ; M. Markovic ; D. Matthews ; D. May ; J. Enright ; G. Leontidis |Data sharing remains a major hindering factor when it comes to adopting emerging AI technologies in general, but particularly in the agri-food sector. Protectiveness of data is natural in this setting: data is a precious commodity for data owner[...]
E-Book
A. Abraham ; S. Dash ; J.J.P.C. Rodrigues ; B. Acharya ; S.K. Pani | Londres [Royaume-Uni] : Academic Press | Intelligent Data-Centric Systems | 2022AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant[...]
E-Book
Basic Statistics with R: Reaching Decisions with Data provides an understanding of the processes at work in using data for results. Sections cover data collection and discuss exploratory analyses, including visual graphs, numerical summaries, an[...]
Article
The study involved an in-depth analysis of the main land cover and land use data available nationwide for the Italian territory, in order to produce a reliable cartography for the evaluation of ecosystem services. In detail, data from the land m[...]
E-Book
H. Rey-Valette ; C. Jabbour ; P. Maurel ; J.-M. Salles | Versailles [France] : Editions Quae | Guide Pratique | 2022Les demandes et les usages des données spatiales satellitaires se développent et se diversifient de façon importante, en lien avec la précision, la fréquence des prises de vue et la taille des images. Ainsi, il convient de comprendre et de rendr[...]
Article
Today's agricultural management decisions impact food security and sustainable ecosystems, even when operating with back-to-basic operations. In such endeavors, policymakers usually need a quantitative tool, such as trade-offs margins, to effect[...]
Ouvrage
Le scientifique des données doit maîtriser plusieurs outils informatiques permettant de mettre en œuvre une méthodologie statistique. Dans sa catégorie, le langage R est un langage de programmation qui peut tout à fait être un outil pertinent po[...]
Ouvrage
Le langage R s’est imposé comme un outil incontournable pour l’analyse, la gestion des données scientifiques et la confection de graphiques. L’objectif de ce livre est de fournir aux étudiants et aux personnes souhaitant s’initier à R des bases [...]
Article
The role of agriculture in environmental degradation and climate change has been at the center of a long-lasting and controversial debate. This situation combined with the expected growth in crop demand and the increasing prices of fertilizers a[...]
Article
Decision support systems and models for aiding irrigation and nutrient management of vegetable crops
Vegetable growers in Europe are continually under increasing pressure to optimize irrigation and nutrient management. This results from the widespread effects of climate change and of competition from other sectors for water, and increasing soci[...]
Article
Currently, at the end of the programming period 2014–2020 and in the view of the new programming exercise, 2021–2027, knowing where South-Muntenia is positioned on the path to sustainable regional development and how the main determinants can be[...]
Article
Pesticides play a crucial role in regulating crop production by reducing crop losses and increasing crop yield and quality. However, they may threaten surface and groundwater, a phenomenon occurring at global scale, potentially causing environme[...]
Article
Participants in agricultural land markets require comprehensive statistics in order to make informed decisions in relation to agricultural land and the associated production. The publication of such data supports land mobility, the competitivene[...]
Article
The consumption of organic meat products has been characterized using the Kantar Worldpanel data col-lected from 2012 to 2014. Based on the price of the total quantity purchased and the amount spent on each purchase, several indicators were calc[...]
Article
Organic agriculture production in Tunisia is relatively recent and was mainly oriented to the export market. However, local market demand is growing for such products. The objective of the current study is to assess consumers’ awareness and cons[...]
Bulletin : Revue
Cartes & Géomatique, n. 235-236 - La face cachée des cartes
J.-P. Bord, ed. | 2020La face cachée des cartes » c’est tenter de mettre au grand jour l’incroyable nombre de réflexions, gestes et opérations « dissimulés », « non dits », véritables « boîtes noires », pourtant nécessaires à la réalisation de toute carte géographiq[...]
Article
R. Francaviglia ; J. Álvaro-Fuentes ; C. Di Bene ; L. Gai ; K. Regina ; E. Turtola |In the European Union, various crop diversification systems such as crop rotation, intercropping and multiple cropping, as well as low-input management practices, have been promoted to sustain crop productivity while maintaining environmental qu[...]
Article
The lack of industrialization, inadequacy of the management, information inaccuracy, and inefficient supply chains are the significant issues in an agri-food supply chain. The proposed solutions to overcome these challenges should not only consi[...]
E-Book
Advanced Remote Sensing: Terrestrial Information Extraction and Applications, Second Edition, is a thoroughly updated application-based reference that provides a single source on the mathematical concepts necessary for remote sensing data gather[...]
Ouvrage
A. Castrignanò, ed. ; G. Buttafuoco, ed. ; R. Khosla, ed. ; D. Moshou, ed. ; A. Mouazen, ed. ; O. Naud, ed. | Londres [Royaume-Uni] : Academic Press | 2020Agricultural Internet of Things and Decision Support for Smart Farming reveals how a set of key enabling technologies (KET) related to agronomic management, remote and proximal sensing, data mining, decision-making and automation can be efficien[...]
