Unraveling the relationship between soil nutrients and maize leaf disease occurrences in Mopani district municipality, Limpopo province, South Africa
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Date
Authors
Nkuna, Basani L.
Chirima, Johannes George
Newete, Solomon W.
Van der Walt, Adriaan J.
Nyamugama, Adolph
Journal Title
Journal ISSN
Volume Title
Publisher
MDPI
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.
Description
DATA AVAILABITY STATEMENT: Datasets available on request from the authors.
Keywords
Maize diseases, Soil nutrients, Disease detection, Smallholder farmers, AICc analysis, Akaike information criterion (AICc), SDG-02: Zero hunger, SDG-15: Life on land
Sustainable Development Goals
SDG-02:Zero Hunger
SDG-15:Life on land
SDG-15:Life on land
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.