Characteristics of cost-efficient fertilization plans at the farm level

References

• Babcock, B. (1984). Identifying least-cost sources of required fertilizer nutrients. American Journal of Agricultural Economics, 66(3), 385–391. https://doi.org/10.2307/1240806
   Web of Science ®Google Scholar
• Barge, S., & Gehlbach, H. (2012). Using the Theory of Satisficing to Evaluate the Quality of Survey Data. Research in Higher Education, 53(2), 182–200. https://doi.org/10.1007/s11162-011-9251-2
   Web of Science ®Google Scholar
• Bueno-Delgado, M. V., Molina-Martínez, J. M., Correoso-Campillo, R., & Pavón-Mariño, P. (2016). Ecofert: An Android application for the optimization of fertilizer cost in fertigation. Computers and Electronics in Agriculture, 121, 32–42. https://doi.org/10.1016/j.compag.2015.11.006.
   Web of Science ®Google Scholar
• Bundestag (2009). Düngegesetz vom 9. Januar 2009 (BGBl. I S. 54, 136), das zuletzt durch Artikel 96 des Gesetzes vom 10. August 2021 (BGBl. I S. 3436) geändert worden ist. https://www.gesetze-im-internet.de/d_ngg/D%C3%BCngG.pdf
   Google Scholar
• BMEL (2017) . Düngeverordnung vom 26. Mai 2017 (BGBl. I S. 1305), die zuletzt durch Artikel 97 des Gesetzes vom 10. August 2021 (BGBl. I S. 3436) geändert worden ist. http://www.gesetze-im-internet.de/d_v_2017/D%C3%BCV.pdf
   Google Scholar
• Chuan, L., He, P., Pampolino, M. F., Johnston, A. M., Jin, J., Xu, X., Zhao, S., Qiu, S., & Zhou, W. (2013). Establishing a scientific basis for fertilizer recommendations for wheat in China: Yield response and agronomic efficiency. Field Crops Research, 140, 1–8. https://doi.org/10.1016/j.fcr.2012.09.020
   Web of Science ®Google Scholar
• Dimkpa, C. O., Fugice, J., Singh, U., & Lewis, T. D. (2020). Development of fertilizers for enhanced nitrogen use efficiency - Trends and perspectives. The Science of the Total Environment, 731, 139113. https://doi.org/10.1016/j.scitotenv.2020.139113
   PubMed Web of Science ®Google Scholar
• European Commission. (2020). Farm to Fork Strategy: For a fair, healthy and environmentally-friendly food system. https://food.ec.europa.eu/system/files/2020-05/f2f_action-plan_2020_strategy-info_en.pdf
   Google Scholar
• Expósito, A., & Velasco, F. (2020). Exploring environmental efficiency of the European agricultural sector in the use of mineral fertilizers. Journal of Cleaner Production, 253, 119971. https://doi.org/10.1016/j.jclepro.2020.119971
   Web of Science ®Google Scholar
• Gil-Ortiz, R., Naranjo, M. Á., Ruiz-Navarro, A., Atares, S., García, C., Zotarelli, L., San Bautista, A., & Vicente, O. (2020). Enhanced Agronomic Efficiency Using a New Controlled-Released, Polymeric-Coated Nitrogen Fertilizer in Rice. Plants, 9(9). https://doi.org/10.3390/plants9091183
   Google Scholar
• Göritz, A. S. (2006). Incentives in Web Studies: Methodological Issues and a Review. International Journal of Internet Science, 1(1), 58–70. https://www.ijis.net/ijis1_1/ijis1_1_goeritz_pre.html
   Google Scholar
• Grassini, P., Thorburn, J., Burr, C., & Cassman, K. G. (2011). High-yield irrigated maize in the Western U.S. Corn Belt: I. On-farm yield, yield potential, and impact of agronomic practices. Field Crops Research, 120(1), 142–150. https://doi.org/10.1016/j.fcr.2010.09.012
   Web of Science ®Google Scholar
• Hutchings, N., Webb, J., & Amon, B. (2019). MEP/EEA air pollutant emission inventory guidebook: Technical guidance to prepare national emission inventories. European Environment Agency. https://www.eea.europa.eu/publications/emep-eea-guidebook-2019/part-b-sectoral-guidance-chapters/4-agriculture/3-d-crop-production-and/view
   Google Scholar
• Kiełbasa, B., Pietrzak, S., Ulén, B., Drangert, J. ‑. O., & Tonderski, K. (2018). Sustainable agriculture: The study on farmers’ perception and practices regarding nutrient management and limiting losses. Journal of Water and Land Development, 36(1), 67–75. https://doi.org/10.2478/jwld-2018-0007
   Google Scholar
• Koch, B., Khosla, R., Frasier, W. M., Westfall, D. G., & Inman, D. (2004). Economic Feasibility of Variable-Rate Nitrogen Application Utilizing Site-Specific Management Zones. Agronomy Journal, 96(6), 1572–1580. https://doi.org/10.2134/agronj2004.1572
   Web of Science ®Google Scholar
• Kozlovský, O., Balík, J., Černý, J., Kulhánek, M., Kos, M., & Prášilová, M. (2009). Influence of nitrogen fertilizer injection (CULTAN) on yield, yield components formation and quality of winter wheat grain. Plant, Soil and Environment, 55(No. 12), 536–543. https://doi.org/10.17221/165/2009-PSE
   Web of Science ®Google Scholar
• Kreuter, T., Ni, K., Gaßner, M., Schmidhalter, U., Döhler, J., & Pacholski, A. (2014). Ammonia loss rates from urea and calcium ammonium nitrate applied to winter wheat on three different sites in Germany. In C. S. M. D. S. Cordovil (Ed.), The Nitrogen challenge: Bulding a blueprint for nitrogen use efficiency and food security: Proceedings of the 18th Nitrogen workshop, Lisboa, Portugal, (pp. 453–455). ISA Press.
   Google Scholar
• Lahmiri, S. (2017). Asymmetric and persistent responses in price volatility of fertilizers through stable and unstable periods. Physica A: Statistical Mechanics and Its Applications, 466, 405–414. https://doi.org/10.1016/j.physa.2016.09.036
   Web of Science ®Google Scholar
• LI, G., Cheng, G., LU, W., & LU, D. (2021). Differences of yield and nitrogen use efficiency under different applications of slow release fertilizer in spring maize. Journal of Integrative Agriculture, 20(2), 554–564. https://doi.org/10.1016/S2095-3119(20)63315-9
   Web of Science ®Google Scholar
• Mi, W., Gao, Q., Guo, X., Zhao, H., Xie, B., & Wu, L. (2019). Evaluation of Agronomic and Economic Performance of Controlled and Slow-Release Nitrogen Fertilizers in Two Rice Cropping Systems. Agronomy Journal, 111(1), 210–216. https://doi.org/10.2134/agronj2018.03.0175
   Web of Science ®Google Scholar
• Mínguez, M. I., Romero, C., & Domingo, J. (1988). Determining Optimum Fertilizer Combinations through Goal Programming with Penalty Functions: An Application to Sugar Beet Production in Spain. Journal of the Operational Research Society, 39(1), 61–70. https://doi.org/10.1057/jors.1988.8
   Web of Science ®Google Scholar
• Mollenhorst, H., Haan, M. H. D., Oenema, J., & Kamphuis, C. (2020). Field and crop specific manure application on a dairy farm based on historical data and machine learning. Computers and Electronics in Agriculture, 175, 105599. https://doi.org/10.1016/j.compag.2020.105599
   Web of Science ®Google Scholar
• Noellsch, A. J., Motavalli, P. P., Nelson, K. A., & Kitchen, N. R. (2009). Corn Response to Conventional and Slow-Release Nitrogen Fertilizers across a Claypan Landscape. Agronomy Journal, 101(3), 607–614. https://doi.org/10.2134/agronj2008.0067x
   Web of Science ®Google Scholar
• Pagán, F. J., Ferrández-Villena, M., Fernández-Pacheco, D. G., Rosillo, J. J., & Molina-Martínez, J. M. (2015). Optifer: AN application to optimize fertiliser costs in fertigation. Agricultural Water Management, 151, 19–29. https://doi.org/10.1016/j.agwat.2014.11.007
   Web of Science ®Google Scholar
• Rajsic, P., & Weersink, A. (2008). Do farmers waste fertilizer? A comparison of ex post optimal nitrogen rates and ex ante recommendations by model, site and year. Agricultural Systems, 97(1–2), 56–67. https://doi.org/10.1016/j.agsy.2007.12.001
   Web of Science ®Google Scholar
• Sayegh, A. H., Jaloud, A., Osman, A.M. (1981). The effect of compound versus single fertilizers on the productivity of some crops in the Middle Eastern-countries. Landwirtschaftliche Forschung, 34(1–2), 60–66.
   Google Scholar
• Sedlář, O., Balík, J., Kozlovský, O., Peklová, L., & Kubešová, K. (2011). Impact of nitrogen fertilizer injection on grain yield and yield formation of spring barley (Hordeum vulgare L.). Plant, Soil and Environment, 57(No. 12), 547–552. https://doi.org/10.17221/429/2011-PSE
   Web of Science ®Google Scholar
• Sihvonen, M., Hyytiäinen, K., Valkama, E., & Turtola, E. (2018). Phosphorus and Nitrogen Yield Response Models for Dynamic Bio-Economic Optimization: An Empirical Approach. Agronomy, 8(4), 41. https://doi.org/10.3390/agronomy8040041
   Google Scholar
• Simon, H. A. (1959). Theories of decision-making in economics and behavioral science. The American Economic Review, 49(3), 253–283.
   Web of Science ®Google Scholar
• Song, C., Zhou, Z., Zang, Y., Zhao, L., Yang, W., Luo, X., Jiang, R., Ming, R., Zang, Y., Le, Z., & Zhu, Q. (2021). Variable-rate control system for UAV-based granular fertilizer spreader. Computers and Electronics in Agriculture, 180, 105832. https://doi.org/10.1016/j.compag.2020.105832
   Web of Science ®Google Scholar
• Stanley, M., Roycroft, J., Amaya, A., Dever, J. A., & Srivastav, A. (2020). The Effectiveness of Incentives on Completion Rates, Data Quality, and Nonresponse Bias in a Probability-based Internet Panel Survey. Field Methods, 32(2), 159–179. https://doi.org/10.1177/1525822X20901802
   PubMed Web of Science ®Google Scholar
• StataCorp. (2017). Stata Statistical Software 15.1. StataCorp. College Station, TX: StataCorp LLC.
   Google Scholar
• StMELF. (2020). Bayrischer Agrarbericht 2020. https://www.agrarbericht.bayern.de/
   Google Scholar
• Tabak, M., Lepiarczyk, A., Filipek-Mazur, B., & Lisowska, A. (2020). Efficiency of Nitrogen Fertilization of Winter Wheat Depending on Sulfur Fertilization. Agronomy, 10(9), 1304. https://doi.org/10.3390/agronomy10091304
   Google Scholar
• Tröster, M. F., Pahl, H., & Sauer, J. (2019). Effects of application costs on fertilizer application strategy. Computers and Electronics in Agriculture, 167, 105033. https://doi.org/10.1016/j.compag.2019.105033
   Web of Science ®Google Scholar
• Tröster, M. F., & Sauer, J. (2021a). IoFarm in Field Test: Does a Cost-Optimal Choice of Fertilization Influence Yield, Protein Content and Market Performance in Crop Production? Agriculture, 11(6), 571. https://doi.org/10.3390/agriculture11060571
   Google Scholar
• Tröster, M. F., & Sauer, J. (2021b). IoFarm: A novel decision support system to reduce fertilizer expenditures at the farm level. Computers and Electronics in Agriculture, 188. https://doi.org/10.1016/j.compag.2021.106322
   Google Scholar
• Tukey, J. W. (1949). Comparing Individual Means in the Analysis of Variance. Biometrics, 5(2), 99. https://doi.org/10.2307/3001913
   PubMed Web of Science ®Google Scholar
• Villalobos, F. J., Delgado, A., López-Bernal, Á., & Quemada, M. (2020). FertiliCalc: A Decision Support System for Fertilizer Management. International Journal of Plant Production, 14(2), 299–308. https://doi.org/10.1007/s42106-019-00085-1
   Web of Science ®Google Scholar
• Wendland, M., Diepolder, M., Offenberger, K., & Raschbacher, S. (2018). Leitfaden für die Düngung von Acker- und Grünland. Freising. Institut für Ökologischen Landbau, Bodenkultur und Ressourcenschutz. https://www.lfl.bayern.de/mam/cms07/publikationen/daten/informationen/leitfaden-duengung-acker-gruenland_gelbes-heft_lfl-information.pdf
   Google Scholar
• Wimmer, S., & Sauer, J. (2020). Diversification economies in dairy farming – Empirical evidence from Germany. European Review of Agricultural Economics, 47(3), 1338–1365. https://doi.org/10.1093/erae/jbaa001
   Web of Science ®Google Scholar
• Xu, X., He, P., Yang, F., Ma, J., Pampolino, M. F., Johnston, A. M., & Zhou, W. (2017). Methodology of fertilizer recommendation based on yield response and agronomic efficiency for rice in China. Field Crops Research, 206, 33–42. https://doi.org/10.1016/j.fcr.2017.02.011
   Web of Science ®Google Scholar
• Zorn, W., Heß, H., Albert, E., Kolbe, H., Kerschberger, M., & Franke, G. (2007). Düngung in Thüringen 2007 nach ”Guter fachlicher Praxis„ (`Landwirtschaft und Landschaftspflege in Thüringen 7/2007). Hohenleuben. Thüringer Landesanstalt für Landwirtschaft. http://www.tll.de/www/daten/pflanzenproduktion/duengung/dung0108.pdf
   Google Scholar