African Journal of
Biotechnology

  • Abbreviation: Afr. J. Biotechnol.
  • Language: English
  • ISSN: 1684-5315
  • DOI: 10.5897/AJB
  • Start Year: 2002
  • Published Articles: 12504

Full Length Research Paper

Receiver operating characteristic (ROC) and R fitting curve for quantifying rhizobacteria and foliar bio-fertilizer combination performances on maize crop growth process in an arid soil

Dougba Noel Dago
  • Dougba Noel Dago
  • UFR des Sciences Biologiques, Département de Biochimie-Génétique, Unité Pédagogique et de Recherche de Génétique, Université Peleforo Gon Coulibaly, Korhogo, Côte d’Ivoire.
  • Google Scholar
Oro Zokou Franck
  • Oro Zokou Franck
  • UFR des Sciences Biologiques, Département de Biologie Végétale, Université Peleforo Gon Coulibaly, Korhogo, Côte d’Ivoire.
  • Google Scholar
Daramcoum Wentoin Alimata Marie-Pierre
  • Daramcoum Wentoin Alimata Marie-Pierre
  • UFR des Sciences Biologiques, Département de Biochimie-Génétique, Unité Pédagogique et de Recherche de Génétique, Université Peleforo Gon Coulibaly, Korhogo, Côte d’Ivoire.
  • Google Scholar
Baba-Moussa Lamine
  • Baba-Moussa Lamine
  • Laboratoire de Biologie et de Typage Moléculaire en Microbiologie, Faculté des Sciences et Techniques, Université d’Abomey-Calavi, Cotonou, Benin.
  • Google Scholar
Olubukola Oluranti Babalola
  • Olubukola Oluranti Babalola
  • Food Security and Safety Focus Area, Faculty of Natural and Agricultural Sciences, North-West University, Mmabatho, South Africa.
  • Google Scholar
Diarrassouba Nafan
  • Diarrassouba Nafan
  • UFR des Sciences Biologiques, Département de Biochimie-Génétique, Unité Pédagogique et de Recherche de Génétique, Université Peleforo Gon Coulibaly, Korhogo, Côte d’Ivoire.
  • Google Scholar


  •  Received: 20 September 2024
  •  Accepted: 28 November 2024
  •  Published: 31 December 2024

Abstract

Studies have suggested that microorganisms in the rhizosphere have the potential to improve soil fertility without causing any environmental problems. Previous studies have shown a synergistic interaction between these microorganisms and foliar bio-fertilizers as an acceptable practice for improving maize and soybean growth and yield in the arid agro-climate of Korhogo, Northern Côte d'Ivoire. In this study, we developed an R software-based curve-fitting model to establish maize agro-morphometric parameters that respond well to the treatment combining the rhizobacterium Pseudomonas fluorescens and foliar bio-fertilizer in the process of improving maize growth. Receiver Operating Characteristic (ROC) analysis was performed to assess the performance of the combination of P. fluorescens and foliar bio-fertilizer in selectively improving maize growth parameters. The findings showed that the combination significantly predicts improvements in maize agro-morphometric parameters, particularly height and leaf length. In other words, the combination of P. fluorescens and foliar bio-fertilizer significantly predicts improvements in maize plant height and leaf length compared to the standard soil condition (p < 0.05). ROC analysis indicated that the combination of P. fluorescens and foliar bio-fertilizer performed acceptably in improving maize crops in arid soil, specifically in terms of (i) maize height and (ii) maize leaf length. In conclusion, the ROC and R curve fitting surveys highlighted the activities of P. fluorescens combined with foliar bio-fertilizer as an effective and non-polluting practice for selectively improving maize crop development in Northern Côte d'Ivoire.  
 
Key words: Rhizobacteria Pseudomonas fluorescens, foliar bio-fertilizer, maize, receiver operating characteristic (ROC), R fitting curve.