FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4281733357> ?p ?o ?g. }

• W4281733357 endingPage "115365" @default.
• W4281733357 startingPage "115365" @default.
• W4281733357 abstract "Integrated pest management (IPM) practices proved to be efficient in reducing pesticide use and ensuring economic farming sustainability. Digital decision support systems (DSS) to support the adoption of IPM practices from plant protection services are required by European legislation. Available DSSs used by Italian plant protection services are heterogeneous with regards to disease forecasting models, datasets for their calibration, and level of integration in operational decision-making. This study presents the MISFITS-DSS, which has been jointly developed by a public research institution and nine regional plant protection services with the objective of harmonizing data collection and decision support for Italian farmers. Participatory approach allowed designing a predictive workflow relying on specific domain expertise, in order to explicitly match actual user needs. The DSS calibration entailed the risk of grapevine downy mildew infection (5-point scale from very low to very high), and phenological observations in 2012-2017 as reference data. Process-based models of primary and secondary infections have been implemented and tested via sensitivity analysis (Morris method) under contrasting weather conditions. Hindcast simulations of grapevine phenology, host susceptibility and disease pressure were post-processed by machine-learning classifiers to predict the reference infection risk. Results indicate that IPM principles are implemented by plant protection services since years. The accurate reproduction of grapevine phenology (RMSE = 4-14 days), which drove the dynamic of host susceptibility, and the use of weather forecasts as model inputs contributed to reliably predict the reference infection risk (88% balanced accuracy). We did a pioneering effort to homogenize the methodology to deliver decision support to Italian farmers, by involving plant protection services in the DSS definition, to foster a further adoption of IPM practices." @default.
• W4281733357 created "2022-06-13" @default.
• W4281733357 creator A5015545939 @default.
• W4281733357 creator A5018571244 @default.
• W4281733357 creator A5036018400 @default.
• W4281733357 creator A5038328342 @default.
• W4281733357 creator A5040809507 @default.
• W4281733357 creator A5045898247 @default.
• W4281733357 creator A5046004090 @default.
• W4281733357 creator A5049076809 @default.
• W4281733357 creator A5053734007 @default.
• W4281733357 creator A5054512250 @default.
• W4281733357 creator A5060015332 @default.
• W4281733357 creator A5066636738 @default.
• W4281733357 creator A5072699753 @default.
• W4281733357 creator A5073784469 @default.
• W4281733357 creator A5075848885 @default.
• W4281733357 creator A5078138160 @default.
• W4281733357 creator A5085009130 @default.
• W4281733357 creator A5085791215 @default.
• W4281733357 creator A5090807880 @default.
• W4281733357 date "2022-09-01" @default.
• W4281733357 modified "2023-09-27" @default.
• W4281733357 title "A public decision support system for the assessment of plant disease infection risk shared by Italian regions" @default.
• W4281733357 cites W1816638112 @default.
• W4281733357 cites W1831050183 @default.
• W4281733357 cites W1980414083 @default.
• W4281733357 cites W1983890547 @default.
• W4281733357 cites W1985129959 @default.
• W4281733357 cites W1995328894 @default.
• W4281733357 cites W2005230415 @default.
• W4281733357 cites W2007147087 @default.
• W4281733357 cites W2007859562 @default.
• W4281733357 cites W2021690593 @default.
• W4281733357 cites W2060982052 @default.
• W4281733357 cites W2061141931 @default.
• W4281733357 cites W2064374909 @default.
• W4281733357 cites W2078817236 @default.
• W4281733357 cites W2079369104 @default.
• W4281733357 cites W2083458106 @default.
• W4281733357 cites W2090776128 @default.
• W4281733357 cites W2094397782 @default.
• W4281733357 cites W2102284931 @default.
• W4281733357 cites W2109553965 @default.
• W4281733357 cites W2119555207 @default.
• W4281733357 cites W2130211780 @default.
• W4281733357 cites W2135285920 @default.
• W4281733357 cites W2147394055 @default.
• W4281733357 cites W2151747251 @default.
• W4281733357 cites W2159961269 @default.
• W4281733357 cites W2342352000 @default.
• W4281733357 cites W2586383982 @default.
• W4281733357 cites W2604962634 @default.
• W4281733357 cites W2797368616 @default.
• W4281733357 cites W2884375438 @default.
• W4281733357 cites W2887311010 @default.
• W4281733357 cites W2897744189 @default.
• W4281733357 cites W2903336714 @default.
• W4281733357 cites W2911964244 @default.
• W4281733357 cites W2913500366 @default.
• W4281733357 cites W2942524708 @default.
• W4281733357 cites W2950684405 @default.
• W4281733357 cites W2955771765 @default.
• W4281733357 cites W2985382728 @default.
• W4281733357 cites W3030029142 @default.
• W4281733357 cites W3033376454 @default.
• W4281733357 cites W3086667912 @default.
• W4281733357 cites W3091838758 @default.
• W4281733357 cites W3133788733 @default.
• W4281733357 cites W3133986112 @default.
• W4281733357 cites W3161478110 @default.
• W4281733357 cites W3169009440 @default.
• W4281733357 cites W3169485646 @default.
• W4281733357 cites W3179898050 @default.
• W4281733357 cites W3182679890 @default.
• W4281733357 cites W3199655156 @default.
• W4281733357 cites W3211333012 @default.
• W4281733357 cites W4200127837 @default.
• W4281733357 cites W4205165620 @default.
• W4281733357 cites W4237881440 @default.
• W4281733357 cites W563428900 @default.
• W4281733357 cites W999207820 @default.
• W4281733357 doi "https://doi.org/10.1016/j.jenvman.2022.115365" @default.
• W4281733357 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35642822" @default.
• W4281733357 hasPublicationYear "2022" @default.
• W4281733357 type Work @default.
• W4281733357 citedByCount "3" @default.
• W4281733357 countsByYear W42817333572022 @default.
• W4281733357 countsByYear W42817333572023 @default.
• W4281733357 crossrefType "journal-article" @default.
• W4281733357 hasAuthorship W4281733357A5015545939 @default.
• W4281733357 hasAuthorship W4281733357A5018571244 @default.
• W4281733357 hasAuthorship W4281733357A5036018400 @default.
• W4281733357 hasAuthorship W4281733357A5038328342 @default.
• W4281733357 hasAuthorship W4281733357A5040809507 @default.
• W4281733357 hasAuthorship W4281733357A5045898247 @default.
• W4281733357 hasAuthorship W4281733357A5046004090 @default.
• W4281733357 hasAuthorship W4281733357A5049076809 @default.

• next