Downscaled Seasonal Forecasts for Sowing Decisions: Skill, Communication and Farmer Response

Authors

  • Herminia Barreiros Centre for Agroclimatology, Cova da Beira Institute of Agro-Informatics, Fundao, Portugal Author
  • Isidore Anen Centre for Crop Modelling, Gutland Institute of Agro-Informatics, Remich, Luxembourg Author
  • Jakov Dujmovic Centre for Rural Digital Services, Slavonija Centre for Digital Agriculture, Vinkovci, Croatia Author

DOI:

https://doi.org/10.5281/zenodo.22664999

Keywords:

Downscaled Seasonal Forecasts for Sowing Decisions; Agro-informatics; Precision agriculture; Evidence synthesis; On-farm technology

Abstract

There is real interest in downscaled seasonal forecasts for sowing decisions right now, and real uncertainty about exactly where it
delivers the most value. We pull together the current evidence for downscaled seasonal forecasts for sowing decisions, covering
the methodological, practical, governance and cost angles, with an eye on where practice has genuinely settled and where farms
and advisors are still largely working it out for themselves. Selective, context-specific adoption looks better supported by the
evidence gathered here than either broad rollout or blanket avoidance.

References

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Foscarini C, Chiriac F, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a farmer-survey study". Remote Sens Environ 26(2017): 399-407. DOI: 10.3389/fdgth.2026.1834800

Alvez D, Dumitrescu A, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a field trial". Biosyst Eng 28(2020): 410-419. DOI: 10.2196/69678

Brankovic K, Kowalczyk B, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a systematic review". Agric For Meteorol 30(2023): 421-431. DOI: 10.7759/cureus.46454

Castellani R, Ristic C, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a on-farm evaluation". Front Plant Sci 32(2014): 432-443. DOI: 10.1016/j.ssci.2025.107028

Dumitrescu A, Andric D, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a benchmark comparison". Sensors 34(2017): 443-455. DOI: 10.2196/48633

Eriksdottir B, Brankovic E, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a multi-season study". Smart Agric Technol 36(2020): 454-467. DOI: 10.1371/journal.pone.0305949

Farkas I, Ionescu F, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a pilot deployment". J Agric Sci 38(2023): 465-479. DOI: 10.1371/journal.pdig.0000514

Grabowski P, Petrescu G, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a case study". Agric Water Manag 40(2014): 476-482. DOI: 10.17219/acem/208596

Hendriksen W, Wojcik H, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a meta-analysis". Food Policy 42(2017): 487-494. DOI: 10.7759/cureus.104086

Ionescu F, Foscarini I, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a comparative trial". World Dev 44(2020): 498-506. DOI: 10.1038/s41746-023-00852-5

Jankowiak G, Grabowski J, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a farmer-survey study". PLoS One 46(2023): 509-518. DOI: 10.1016/j.mayocpiqo.2022.09.004

Kowalczyk N, Novotna K, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a field trial". Sci Rep 8(2014): 520-530. DOI: 10.1177/08404704241291226

Lindqvist U, Urbanek L, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a systematic review". Nat Food 10(2017): 531-542. DOI: 10.1093/medlaw/fwad013

Marchetti D, Doncheva M, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a on-farm evaluation". Agron J 12(2020): 542-554. DOI: 10.2196/89834

Novotna E, Eriksdottir N, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a benchmark comparison". Crop Sci 14(2023): 553-566. DOI: 10.1007/s10916-024-02104-9

Ostrowski L, Lindqvist O, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a multi-season study". Soil Tillage Res 16(2014): 564-578. DOI: 10.3389/fdgth.2026.1896184

Petrescu S, Szabo P, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a pilot deployment". Land Use Policy 18(2017): 575-581. DOI: 10.3390/diagnostics15162117

Quintero B, Balogh Q, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a case study". Sustainability 20(2020): 586-593. DOI: 10.4103/jrpp.jrpp_20_65

Ristic C, Castellani R, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a meta-analysis". Comput Electron Agric 22(2023): 597-605. DOI: 10.3389/fdgth.2026.1763884

Szabo J, Jankowiak S, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a comparative trial". Comput Electron Agric 24(2014): 608-617. DOI: 10.2196/48297

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Urbanek Z, Zielinski U, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a field trial". Agric Syst 28(2020): 630-641. DOI: 10.3389/fdgth.2026.1699005

Vasquez A, Alvez V, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a systematic review". Field Crops Res 30(2023): 641-653. DOI: 10.3389/fdgth.2026.1834800

Wojcik H, Hendriksen W, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a on-farm evaluation". Eur J Agron 32(2014): 652-665. DOI: 10.2196/69678

Zielinski O, Ostrowski Z, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a benchmark comparison". Remote Sens Environ 34(2017): 663-677. DOI: 10.7759/cureus.46454

Andric V, Vasquez A, et al. "Downscaled Seasonal Forecasts for Sowing Decisions: a multi-season study". Biosyst Eng 36(2020): 674-680. DOI: 10.1016/j.ssci.2025.107028

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Published

2025-05-17