Luke

Unlocking crop protection models for decision support: web infrastructure and integration

dc.contributor.authorHuitu, Hanna
dc.contributor.authorSkog, Tor-Einar
dc.contributor.authorPradal, Christophe
dc.contributor.authorCalatayud, Antonio
dc.contributor.authorSkaslien, Tor
dc.contributor.authorLinnestad, Brita
dc.contributor.authorRonkainen, Ari
dc.contributor.authorFournier, Christian
dc.contributor.authorLabadie, Marc
dc.contributor.authorSkirvin, Dave
dc.contributor.authorPastell, Matti
dc.contributor.authorMelchior, David
dc.contributor.authorLangvatn, Johannes Tobiassen
dc.contributor.authorNordskog, Berit
dc.contributor.departmentid4100210710
dc.contributor.departmentid4100210710
dc.contributor.departmentid4100210710
dc.contributor.orcidhttps://orcid.org/0000-0001-9727-0864
dc.contributor.orcidhttps://orcid.org/0000-0002-5810-4801
dc.contributor.organizationLuonnonvarakeskus
dc.date.accessioned2026-08-27T12:02:13Z
dc.date.issued2026
dc.description.abstractDecision support systems (DSS) in crop protection provide valuable support for pest risk prognosis and recommendations for pest control, enabling farmers to make better-informed decisions. As a part of the European Union’s strategy for the sustainable use of plant protection products, the “IPM Decisions” project developed an online platform that gives farmers and advisors access to a wide range of DSS for major pests, weeds, and diseases in a variety of crops across Europe. Multiple DSS models relevant for different crops and geographical regions of Europe were selected for integration in the platform. Information on the models is compiled into a model catalogue, which serves as a core component of the IPM Decisions platform. To facilitate the use of these models, two application programming interfaces (APIs) were developed. In line with the FAIR (findable, accessible, interoperable, and reusable) principles, the DSS API provides access to models and their metadata, including descriptions of input and output parameters. The weather API enables access to European online weather data sources and adapts this data to meet the requirements of DSS models. While these APIs are integrated into the IPM decisions platform, they are also open source, allowing other crop protection and farm management software to inspect, download, modify, install, run, and use them. In this article, we describe the development of the DSS and weather APIs, outline their structure and definitions, and present the services that DSS API and weather API provide. Finally, we demonstrate their application through three practical use cases.
dc.format.pagerange17 p.
dc.identifier.citationHow to cite: Hanna Huitu, Tor-Einar Skog, Christophe Pradal, Antonio Calatayud, Tor Skaslien, Brita Linnestad, Ari Ronkainen, Christian Fournier, Marc Labadie, Dave Skirvin, Matti Pastell, David Melchior, Johannes Tobiassen Langvatn, Berit Nordskog, Unlocking crop protection models for decision support: web infrastructure and integration, in silico Plants, Volume 8, Issue 1, 2026, diag006, https://doi.org/10.1093/insilicoplants/diag006
dc.identifier.urihttps://jukuri.luke.fi/handle/11111/104283
dc.identifier.urlhttps://doi.org/10.1093/insilicoplants/diag006
dc.identifier.urnURN:NBN:fi-fe20260827120361
dc.language.isoen
dc.okm.avoinsaatavuuskytkin1 = Avoimesti saatavilla
dc.okm.corporatecopublicationei
dc.okm.discipline4111
dc.okm.discipline119
dc.okm.internationalcopublicationon
dc.okm.julkaisukanavaoa1 = Kokonaan avoimessa julkaisukanavassa ilmestynyt julkaisu
dc.okm.selfarchivedon
dc.publisherOxford University Press (OUP)
dc.relation.articlenumberdiag006
dc.relation.doi10.1093/insilicoplants/diag006
dc.relation.ispartofseriesin silico Plants
dc.relation.issn2517-5025
dc.relation.numberinseries1
dc.relation.volume8
dc.rightsCC BY 4.0
dc.source.justusid144558
dc.subjectdecision support systems
dc.subjectintegrated pest management
dc.subjectcrop protection modeling
dc.subjectapplication programming interfaces
dc.subjectmodel interoperability
dc.subjectopen-source digital platforms
dc.teh41007-00169501
dc.titleUnlocking crop protection models for decision support: web infrastructure and integration
dc.typepublication
dc.type.okmfi=A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä|sv=A1 Originalartikel i en vetenskaplig tidskrift|en=A1 Journal article (refereed), original research|
dc.type.versionfi=Publisher's version|sv=Publisher's version|en=Publisher's version|

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
Huitu_et_al-in_silico_plants-2026-Unlocking_crop_protection_models.pdf
Size:
1.23 MB
Format:
Adobe Portable Document Format
Description:
Huitu_et_al-in_silico_plants-2026-Unlocking_crop_protection_models.pdf

Kokoelmat