Addressing the implementation problem in agricultural decision support systems: the example of

Vittorio Rossi, Francesca Salinari, Stefano Poni, Tito Caffi, Tiziano Bettati

Risultato della ricerca: Contributo in rivistaArticolo in rivistapeer review

72 Citazioni (Scopus)


Although many Decision Support Systems (DSSs) have been developed for crop management, DSSs have contributed little to practical agriculture because of the so-called ‘problem of implementation’; underutilisation has been ascribed to both technical limitations of the DSSs and to farmer attitude towards DSSs. A new DSS, named , was developed for sustainable management of vineyards and is intended for the vineyard manager (the person who makes decisions about the vineyard management or suggests the proper actions to the grape-grower). The DSS has two main parts: (i) an integrated system for real-time monitoring of the vineyard components (air, soil, plants, pests, and diseases) and (ii) a webbased tool that analyses these data by using advanced modelling techniques and then provides up-todate information for managing the vineyard in the form of alerts and decision supports. The information is tailored to a vineyard, or part of a vineyard, or a number of vineyards that are uniformly managed throughout the season. In the design and development of , the implementation problem was specifically addressed by: (i) focusing on the important vineyard problems with a holistic approach (the DSS incorporates overall management solutions for growers); (ii) using automation and integration in data collection, and supporting flexible input efforts by the user; (iii) developing and validating fit-topurpose, mechanistic, dynamic models; (iv) designing a user-friendly interface and providing complete and easy-to-understand information; (v) delivering the DSS through the Web and thereby enabling both continuous updating by the provider and flexible access by the user; (vi) designing the DSS with the goal of assisting the decision maker (by providing necessary information) rather than replacing the decision maker; (vii) involving potential users during development and testing so as to obtain insight into how users make decisions; (viii) communicating the benefits of the DSS via seminars and visits to demonstration vineyards; (ix) involving chemical companies and other potential stakeholders; and (x) developing a two-way communication mode with the end-users, i.e., by combining ‘‘push’’ and ‘‘pull’’ systems. Feedback collected during development, testing, and practical use of suggested that potential users were likely to use the DSS and that the ‘implementation problem’ had been successfully addressed
Lingua originaleEnglish
pagine (da-a)88-99
Numero di pagine12
RivistaComputers and Electronics in Agriculture
Stato di pubblicazionePubblicato - 2014


  • co-innovation
  • decision-making
  • modelling
  • sustainable viticulture


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