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Article

Reducing Within-Vineyard Spatial Variability Through Real-Time Variable-Rate Fertilization: A Case Study in the Conegliano Valdobbiadene Prosecco DOCG Region

1
Department of Land Environment Agriculture and Forestry, University of Padova, Viale dell’Università, 35020 Legnaro, Italy
2
Council for Agricultural Research and Economics—Research Centre for Viticulture and Enology, Viale 26 Aprile, 31015 Conegliano, Italy
3
Consorzio di Tutela del Conegliano Valdobbiadene Prosecco DOCG, 31053 Pieve di Soligo, Italy
*
Author to whom correspondence should be addressed.
AgriEngineering 2025, 7(9), 280; https://doi.org/10.3390/agriengineering7090280
Submission received: 2 July 2025 / Revised: 19 August 2025 / Accepted: 25 August 2025 / Published: 29 August 2025

Abstract

Spatial variability in vine vigour and yield components is a major challenge for vineyard management and consistent grape quality, particularly in hilly landscapes. This study evaluates the impact of on-the-go variable-rate fertilisation (VRA) in reducing within-vineyard variability in an 8.5 hectares commercial vineyard in the Conegliano Valdobbiadene Prosecco DOCG region (Italy). Over two growing seasons, a proximal NDVI sensor (GreenSeeker) guided real-time fertiliser applications without prescription maps. Vine vigour, yield components, and grape quality were evaluated using geostatistical analysis and coefficient of variation (CV) metrics. VRA reduced total spatial variability (sill) by 55% and erratic variance (nugget effect) by 39% for NDVI measurements. Variability in yield components also decrease (−21.1% for cluster number, −6.25% for cluster weight), while grape composition parameters (total soluble solids, titratable acidity, and pH) was not significantly altered despite a slightly higher variability (in titratable acidity and pH), indicating that fertiliser modulation did not compromise grape quality. Nitrogen input was reduced by 50%, highlighting economic and environmental benefits (−302 kg CO2). These results show that simplified, sensor-based, on-the-go VRA is a practical and sustainable precision viticulture tool, even in small and heterogeneous vineyards typical of the Conegliano Valdobbiadene Prosecco DOCG area.
Keywords: precision viticulture; NDVI (Normalised Difference Vegetation Index); grape yield components; grape quality; proximal sensing; geostatistics; sustainable viticulture; vineyard management; on-the-go precision viticulture; NDVI (Normalised Difference Vegetation Index); grape yield components; grape quality; proximal sensing; geostatistics; sustainable viticulture; vineyard management; on-the-go

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MDPI and ACS Style

Sozzi, M.; Boscaro, D.; Zanchin, A.; Marinello, F.; Tomasi, D. Reducing Within-Vineyard Spatial Variability Through Real-Time Variable-Rate Fertilization: A Case Study in the Conegliano Valdobbiadene Prosecco DOCG Region. AgriEngineering 2025, 7, 280. https://doi.org/10.3390/agriengineering7090280

AMA Style

Sozzi M, Boscaro D, Zanchin A, Marinello F, Tomasi D. Reducing Within-Vineyard Spatial Variability Through Real-Time Variable-Rate Fertilization: A Case Study in the Conegliano Valdobbiadene Prosecco DOCG Region. AgriEngineering. 2025; 7(9):280. https://doi.org/10.3390/agriengineering7090280

Chicago/Turabian Style

Sozzi, Marco, Davide Boscaro, Alessandro Zanchin, Francesco Marinello, and Diego Tomasi. 2025. "Reducing Within-Vineyard Spatial Variability Through Real-Time Variable-Rate Fertilization: A Case Study in the Conegliano Valdobbiadene Prosecco DOCG Region" AgriEngineering 7, no. 9: 280. https://doi.org/10.3390/agriengineering7090280

APA Style

Sozzi, M., Boscaro, D., Zanchin, A., Marinello, F., & Tomasi, D. (2025). Reducing Within-Vineyard Spatial Variability Through Real-Time Variable-Rate Fertilization: A Case Study in the Conegliano Valdobbiadene Prosecco DOCG Region. AgriEngineering, 7(9), 280. https://doi.org/10.3390/agriengineering7090280

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