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Mohammad Reza Maleki

Mohammad Reza Maleki

Academic rank: Assistant Professor
ORCID:
Education: PhD.
ScopusId: 23156
Faculty: Faculty of Agriculture
Address: Department of Biosystems Engineering, Faculty of Agriculture, University of Kurdistan, Pasdaran St., Sanandaj 66177-15175, Iran.
Phone: 6664600-5

Research

Title
A new approach for variable rate fertilization based on direct read of soil map image
Type
JournalPaper
Keywords
applicator; granular fertilizer; potassium; precision agriculture
Year
2022
Journal Spanish Journal of Agricultural Research
DOI
Researchers Mohammad Mahmoudpour ، Mohammad Reza Maleki ، Kaveh Mollazade

Abstract

Aim of study: To develop a methodology for variable rate (VR) fertilization with less complexity in practice for variable rate fertilization. Area of study: Northwest of Iran. Materials and methods: A software was developed to read a soil map image pixel-by-pixel to provide the required information to tailor the fertilizer rate, regardless of which software was used for map generation. A total of 78 soil samples were collected and analyzed for soil potassium, and the results were used to generate an actual map including zones ranging from 70 to 190 kg/ha. The application rates were evaluated based on 50 deposition pans and compared with those calculated from the actual map. Based on the lag time in fertilization, three applied maps were also generated. Main results: The correlation coefficients found between the application rates computed based on the original soil samples and posted the locations of the sample points on the applied maps were 0.95, 0.95, and 0.94, over the ravel speeds of 6, 7, and 8 km/h, respectively. The results showed there is a correlation coefficient of 0.96 with an RMSE of 1.88 kg/ha, where the application rates computed from deposition pans compared with the corresponding location on the actual map. All applied maps were identical to the actual map. The results showed that the VR fertilization based on a direct read of a map image operated as expected.