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

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dc.contributor.author Nkuna, Basani L.
dc.contributor.author Chirima, Johannes George
dc.contributor.author Newete, Solomon W.
dc.contributor.author Van der Walt, Adriaan J.
dc.contributor.author Nyamugama, Adolph
dc.date.accessioned 2024-11-14T04:45:16Z
dc.date.available 2024-11-14T04:45:16Z
dc.date.issued 2024-10
dc.description DATA AVAILABITY STATEMENT: Datasets available on request from the authors. en_US
dc.description.abstract Maize 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.department Centre for Geo-Information Science en_US
dc.description.department Geography, Geoinformatics and Meteorology en_US
dc.description.sdg SDG-02:Zero Hunger en_US
dc.description.sdg SDG-15:Life on land en_US
dc.description.sponsorship The National Research Foundation. en_US
dc.description.uri https://www.mdpi.com/journal/agronomy en_US
dc.identifier.citation Nkuna, 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.issn 2073-4395 (online)
dc.identifier.other 10.3390/agronomy14102237
dc.identifier.uri http://hdl.handle.net/2263/99067
dc.language.iso en en_US
dc.publisher MDPI en_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.subject Maize diseases en_US
dc.subject Soil nutrients en_US
dc.subject Disease detection en_US
dc.subject Smallholder farmers en_US
dc.subject AICc analysis en_US
dc.subject Akaike information criterion (AICc) en_US
dc.subject SDG-02: Zero hunger en_US
dc.subject SDG-15: Life on land en_US
dc.title Unraveling the relationship between soil nutrients and maize leaf disease occurrences in Mopani district municipality, Limpopo province, South Africa en_US
dc.type Article en_US


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