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Article

Effects of Sensor-Based, Site-Specific Nitrogen Fertilizer Application on Crop Yield, Nitrogen Balance, and Nitrogen Efficiency

1
Chair of Organic Agriculture and Agronomy, Technische Universität München, Liesel-Beckmann-Straße 2, 85354 Freising, Germany
2
Field Crops Unit, Plant Technology Center, Technische Universität München, Dürnast 5, 85354 Freising, Germany
*
Author to whom correspondence should be addressed.
Sensors 2025, 25(3), 795; https://doi.org/10.3390/s25030795
Submission received: 20 November 2024 / Revised: 5 January 2025 / Accepted: 25 January 2025 / Published: 28 January 2025
(This article belongs to the Special Issue Sensor-Based Crop and Soil Monitoring in Precise Agriculture)

Abstract

This study investigates the effects of sensor-based, variable-rate mineral nitrogen (N) application (VRA) in winter wheat (Triticum aestivum L.) on the spatial variability of grain yield, protein content, N uptake, N balance, and N efficiency compared with uniform N application (UA). To analyze the effects of VRA and UA on yield and N balance parameters, on-farm strip trials were conducted on heterogeneous arable fields covering an area of 49 hectares. The trials were carried out over a four-year period, from 2020 to 2023, with crops under both application methods placed in strips side-by-side. The N fertilizer requirements for growth stages (GSs) 32 and 39 were determined using an online map-overlay VRA method. This method integrated the site-specific yield potential and current plant development derived from spectral reflectance measurements using a tractor-mounted sensor system. The results show that the application of N fertilizer can be reduced by up to 38 kg ha−1 yr−1. The N efficiency can be increased by 15% and a significant reduction in variability of N balances can be achieved. However, the effects on yield and N efficiency are highly dependent on the specific application conditions (weather conditions, disease occurrence, and crop development). Not every field trial showed advantages of VRA over UA fertilization. Overall, the VRA system demonstrated encouraging potential, functioning as intended. However, further adjustment and optimization are required to ensure that the VRA fertilization system works robustly and reliably under on-farm conditions.
Keywords: variable rate application; site-specific fertilization; proximal sensing; multi-spectral reflectance; nitrogen application variable rate application; site-specific fertilization; proximal sensing; multi-spectral reflectance; nitrogen application

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MDPI and ACS Style

Hagn, L.; Mittermayer, M.; Kern, A.; Kimmelmann, S.; Maidl, F.-X.; Hülsbergen, K.-J. Effects of Sensor-Based, Site-Specific Nitrogen Fertilizer Application on Crop Yield, Nitrogen Balance, and Nitrogen Efficiency. Sensors 2025, 25, 795. https://doi.org/10.3390/s25030795

AMA Style

Hagn L, Mittermayer M, Kern A, Kimmelmann S, Maidl F-X, Hülsbergen K-J. Effects of Sensor-Based, Site-Specific Nitrogen Fertilizer Application on Crop Yield, Nitrogen Balance, and Nitrogen Efficiency. Sensors. 2025; 25(3):795. https://doi.org/10.3390/s25030795

Chicago/Turabian Style

Hagn, Ludwig, Martin Mittermayer, Andreas Kern, Stefan Kimmelmann, Franz-Xaver Maidl, and Kurt-Jürgen Hülsbergen. 2025. "Effects of Sensor-Based, Site-Specific Nitrogen Fertilizer Application on Crop Yield, Nitrogen Balance, and Nitrogen Efficiency" Sensors 25, no. 3: 795. https://doi.org/10.3390/s25030795

APA Style

Hagn, L., Mittermayer, M., Kern, A., Kimmelmann, S., Maidl, F.-X., & Hülsbergen, K.-J. (2025). Effects of Sensor-Based, Site-Specific Nitrogen Fertilizer Application on Crop Yield, Nitrogen Balance, and Nitrogen Efficiency. Sensors, 25(3), 795. https://doi.org/10.3390/s25030795

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