Reinforcement learning for crop management support: Review, prospects and challenges

R Gautron, OA Maillard, P Preux, M Corbeels… - … and Electronics in …, 2022 - Elsevier
Reinforcement learning (RL), including multi-armed bandits, is a branch of machine learning
that deals with the problem of sequential decision-making in uncertain and unknown …

Helping farmers face the increasing complexity of decision-making for crop protection

V Rossi, T Caffi, F Salinari - Phytopathologia Mediterranea, 2012 - JSTOR
The European Community Directive 128/2009 on the Sustainable Use of Pesticides
establishes a strategy for the use of plant protection products (PPPs) in the European …

Addressing the implementation problem in agricultural decision support systems: the example of vite. net®

V Rossi, F Salinari, S Poni, T Caffi, T Bettati - Computers and Electronics in …, 2014 - Elsevier
Abstract Although many Decision Support Systems (DSSs) have been developed for crop
management, DSSs have contributed little to practical agriculture because of the so-called …

DSS LANDS: A decision support system for agriculture in Sardinia

G Fenu, FM Malloci - HighTech and Innovation Journal, 2020 - hightechjournal.org
Recently, the use of DSSs application has been strongly increasing in the agricultural sector
due to continuous climate change and the need to conduct more productive and sustainable …

A review of visualisations in agricultural decision support systems: An HCI perspective

F Gutiérrez, NN Htun, F Schlenz, A Kasimati… - … and Electronics in …, 2019 - Elsevier
Abstract Decision Support Systems (DSSs) are used in precision agriculture to provide
feedback to a variety of stakeholders, including farmers, advisers, researchers and …

A collaborative decision support system framework for vertical farming business developments

FJB De Oliveira, S Ferson, R Dyer - International Journal of Decision …, 2021 - igi-global.com
The emerging industry of vertical farming (VF) faces three key challenges: standardisation,
environmental sustainability, and profitability. High failure rates are costly and can stem from …

[图书][B] Национальная экономика: обеспечение продовольственной безопасности в условиях интеграции и глобализации

ЭН Крылатых, ВЗ Мазлоев, АБ Кцоев, НВ Межонова… - 2014 - elibrary.ru
В монографии развита Концепция многофункциональной агропродовольственной
сферы в условиях углубления межстрановой интеграции производства. Разработана …

Improving decision support systems with machine learning: Identifying barriers to adoption

S Brugler, M Gardezi, A Dadkhah, DM Rizzo… - Agronomy …, 2024 - Wiley Online Library
Precision agriculture (PA) has been defined as a “management strategy that gathers,
processes and analyzes temporal, spatial and individual data and combines it with other …

A DSS for sustainable development and environmental protection of agricultural regions

BD Manos, J Papathanasiou, T Bournaris… - Environmental …, 2010 - Springer
This paper presents a decision support system (DSS) for sustainable development and
environmental protection of agricultural regions developed in the framework of the Interreg …

Decision agriculture

A Salam, U Raza, A Salam, U Raza - Signals in the Soil: Developments in …, 2020 - Springer
In this chapter, the latest developments in the field of decision agriculture are discussed. The
practice of management zones in digital agriculture is described for efficient and smart …