Soil mapping for precision agriculture using support vector machines combined with inverse distance weighting
Author:
Funder
Capes
CNPq
Publisher
Springer Science and Business Media LLC
Subject
General Agricultural and Biological Sciences
Link
https://link.springer.com/content/pdf/10.1007/s11119-022-09880-9.pdf
Reference47 articles.
1. Brungard, C. W., Boettinger, J. L., Duniway, M. C., Wills, S. A., & Edwards, T. C. (2015). Machine learning for predicting soil classes in three semi-arid landscapes. Geoderma, 239, 68–83. https://doi.org/10.1016/j.geoderma.2014.09.019
2. Carré, F., McBratney, A. B., & Minasny, B. (2007). Estimation and potential improvement of the quality of legacy soil samples for digital soil mapping. Geoderma, 141(1–2), 1–14. https://doi.org/10.1016/j.geoderma.2007.01.018
3. Celisse, A., & Robin, S. (2008). Nonparametric density estimation by exact leave-p-out cross-validation. Computational Statistics and Data Analysis, 52(5), 2350–2368. https://doi.org/10.1016/j.csda.2007.10.002
4. Chen, S., Wang, S., Shukla, M. K., Wu, D., Guo, X., Li, D., & Du, T. (2019). Delineation of management zones and optimization of irrigation scheduling to improve irrigation water productivity and revenue in a farmland of Northwest China. Precision Agriculture, 21(3), 655–677. https://doi.org/10.1007/s11119-019-09688-0
5. Coelho, A. L. F., Queiroz, D. M., Valente, D. S. M., de Pinto, F., & A. de C. (2018). An open-source spatial analysis system for embedded systems. Computers and Electronics in Agriculture, 154, 289–295. https://doi.org/10.1016/j.compag.2018.09.019
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