Unraveling the relationship between soil nutrients and maize leaf disease occurrences in Mopani district municipality, Limpopo province, South Africa

dc.contributor.authorNkuna, Basani L.
dc.contributor.authorChirima, Johannes George
dc.contributor.authorNewete, Solomon W.
dc.contributor.authorVan der Walt, Adriaan J.
dc.contributor.authorNyamugama, Adolph
dc.date.accessioned2024-11-14T04:45:16Z
dc.date.available2024-11-14T04:45:16Z
dc.date.issued2024-10
dc.descriptionDATA AVAILABITY STATEMENT: Datasets available on request from the authors.en_US
dc.description.abstractMaize is a staple crop important for food security that millions globally depend upon as an energy source, primarily due to its high starch and fat content. For growth and disease resistance, maize production requires a balanced intake of essential nutrients, including nitrogen (N), phosphorus (P) and potassium (K). This study investigated the relationship between soil nutrient levels and maize disease occurrences in the Mopani District Municipality, Limpopo Province, South Africa. Soil and maize leaves were collected using a systematic sampling approach. Grids of 10 × 10 m were created, covering a maize field. Forty soil samples were collected a day before the planting date and sent to the laboratory for analysis of N, P and K. During the tasseling stage of the maize plant, 40 maize leaf samples were collected and sent to the laboratory for disease identification. Maize leaves were classified as healthy, southern corn leaf blight (Bipolaris maydis), northern corn leaf blight (Exserohilum turcicum), maize streak disease (Maize streak virus), nitrogen-deficient or phosphorusdeficient. Generalized Linear Models (GLMs) with a corrected Akaike Information Criterion (AICc) showed a significant relationship between low soil nutrient levels of N, P and K and maize disease occurrence (p < 0.0001). The interaction of the N*P*K model had the lowest AIC value (AICc = 28.53), indicating the necessity of considering synergistic effects in maize disease management. All the model performances had a delta AICc = 0. These findings highlight the significance of comprehensive soil management strategies in enhancing the disease resistance, well-being and yields of maize crops.en_US
dc.description.departmentCentre for Geo-Information Scienceen_US
dc.description.departmentGeography, Geoinformatics and Meteorologyen_US
dc.description.sdgSDG-02:Zero Hungeren_US
dc.description.sdgSDG-15:Life on landen_US
dc.description.sponsorshipThe National Research Foundation.en_US
dc.description.urihttps://www.mdpi.com/journal/agronomyen_US
dc.identifier.citationNkuna, B.L.; Chirima, J.G.; Newete, S.W.; Van der Walt, A.J.; Nyamugama, A. Unraveling the Relationship between Soil Nutrients and Maize Leaf Disease Occurrences in Mopani District Municipality, Limpopo Province, South Africa. Agronomy 2024, 14, 2237. https://doi.org/10.3390/agronomy14102237.en_US
dc.identifier.issn2073-4395 (online)
dc.identifier.other10.3390/agronomy14102237
dc.identifier.urihttp://hdl.handle.net/2263/99067
dc.language.isoenen_US
dc.publisherMDPIen_US
dc.rights© 2024 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).en_US
dc.subjectMaize diseasesen_US
dc.subjectSoil nutrientsen_US
dc.subjectDisease detectionen_US
dc.subjectSmallholder farmersen_US
dc.subjectAICc analysisen_US
dc.subjectAkaike information criterion (AICc)en_US
dc.subjectSDG-02: Zero hungeren_US
dc.subjectSDG-15: Life on landen_US
dc.titleUnraveling the relationship between soil nutrients and maize leaf disease occurrences in Mopani district municipality, Limpopo province, South Africaen_US
dc.typeArticleen_US

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