# Dr. Muhammad Azrai, S.P., M.P.

URL kanonis: https://discover.unhas.ac.id/researchers/muhammad-azrai
Afiliasi: Faculty of Agriculture, Universitas Hasanuddin

## Identifier
- ORCID: https://orcid.org/0000-0002-5546-9485
- Scopus Author ID: 56192196700

## Metrik Kinerja
- h-index: 12
- h5-index: 10
- Total citations: 571
- Total publications: 79

## Publikasi Paling Banyak Dikutip
1. Use of genomic estimated breeding values results in rapid genetic gains for drought tolerance in maize (2017) · Plant Genome — 77 citations · https://doi.org/10.3835/plantgenome2016.07.0070
2. Identification of QTLs conferring resistance to downy mildews of maize in Asia (2003) · Theoretical and Applied Genetics — 65 citations · https://doi.org/10.1007/s00122-003-1280-6
3. Multivariate analysis to determine secondary characters in selecting adaptive hybrid corn lines under drought stress (2020) · Biodiversitas — 44 citations · https://doi.org/10.13057/biodiv/d210826
4. A comparative study on single and multiple trait selections of equatorial grown maize hybrids (2023) · Frontiers in Sustainable Food Systems — 27 citations · https://doi.org/10.3389/fsufs.2023.1185102
5. Genotype by Environment Interaction on Tropical Maize Hybrids Under Normal Irrigation and Waterlogging Conditions (2022) · Frontiers in Sustainable Food Systems — 27 citations · https://doi.org/10.3389/fsufs.2022.913211
6. Molecular characterization of indigenous microbes and its potential as a biological control agent of Fusarium stem rot disease (Fusarium verticillioides) on maize (2022) · Heliyon — 26 citations · https://doi.org/10.1016/j.heliyon.2022.e11960
7. A review of maize production and breeding in Indonesia (2020) · Iop Conference Series Earth and Environmental Science — 23 citations · https://doi.org/10.1088/1755-1315/484/1/012040
8. Indigenous fungi from corn as a potential plant growth promoter and its role in Fusarium verticillioides suppression on corn (2021) · Heliyon — 20 citations · https://doi.org/10.1016/j.heliyon.2021.e07926
9. Optimizing ensembles machine learning, genetic algorithms, and multivariate modeling for enhanced prediction of maize yield and stress tolerance index (2024) · Frontiers in Sustainable Food Systems — 19 citations · https://doi.org/10.3389/fsufs.2024.1334421
10. Control of Fusarium verticillioides on corn with a combination of Bacillus subtilis TM3 formulation and botanical pesticides (2021) · Saudi Journal of Biological Sciences — 16 citations · https://doi.org/10.1016/j.sjbs.2021.07.083

## Publikasi Terbaru
- Genetic and environmental factors influencing bacterial stalk rot in corn: a comprehensive study of resistance, epidemiology, and weather interactions (2026) · Frontiers in Sustainable Food Systems · https://discover.unhas.ac.id/publications/genetic-and-environmental-factors-influencing-bacterial-stalk-rot-in-corn-a-comp
- Integrating multi-trait and multi-index approaches for identifying drought tolerant tropical maize genotypes (2025) · Frontiers in Sustainable Food Systems · https://discover.unhas.ac.id/publications/integrating-multi-trait-and-multi-index-approaches-for-identifying-drought-toler
- A new approach for evaluating maize transgressive segregants and their three-way cross potential in the S4 convergent breeding population (2025) · BMC Plant Biology · https://discover.unhas.ac.id/publications/a-new-approach-for-evaluating-maize-transgressive-segregants-and-their-three-way
- Diversity Analysis of Convergent-Derived Breeding Maize Inbred Lines using SSR Markers (2025) · International Journal of Agriculture and Biosciences · https://discover.unhas.ac.id/publications/diversity-analysis-of-convergent-derived-breeding-maize-inbred-lines-using-ssr-m
- Assessment of hybrid corn genotypes in the suppression of turcicum leaf blight disease progression in corn under preventive-based protection (2025) · Chilean Journal of Agricultural Research · https://discover.unhas.ac.id/publications/assessment-of-hybrid-corn-genotypes-in-the-suppression-of-turcicum-leaf-blight-d
- Canopy architectural and physiological traits for optimizing maize yield under high planting density (2025) · Frontiers in Sustainable Food Systems · https://discover.unhas.ac.id/publications/canopy-architectural-and-physiological-traits-for-optimizing-maize-yield-under-h
- Bioefficacy of Trichoderma asperellum and Penicillium raperi filtrate culture consortium for suppressing bacterial stalk rot disease (Dickeya zeae) and improving the initial growth of corn seedlings (2025) · Egyptian Journal of Biological Pest Control · https://discover.unhas.ac.id/publications/bioefficacy-of-trichoderma-asperellum-and-penicillium-raperi-filtrate-culture-co
- CHARACTERIZATION OF MAIZE GERMPLASM AND PROMISING GENOTYPES SELECTION BASED ON MORPHOLOGICAL TRAITS, HERITABILITY, AND MULTIVARIATE ANALYSIS (2025) · Sabrao Journal of Breeding and Genetics · https://discover.unhas.ac.id/publications/characterization-of-maize-germplasm-and-promising-genotypes-selection-based-on-m
- PREDICTION OF NORMALIZED DIFFERENCE VEGETATION INDEX AND SPAD CHLOROPHYLL UNDER HIGH MAIZE POPULATION DENSITY (2025) · Bio Web of Conferences · https://discover.unhas.ac.id/publications/prediction-of-normalized-difference-vegetation-index-and-spad-chlorophyll-under
- MAIZE HYBRIDS’ RESPONSE TO OPTIMUM AND SUBOPTIMUM ABIOTIC ENVIRONMENTAL CONDITIONS USING GENOTYPE BY ENVIRONMENT INTERACTION ANALYSIS (2025) · Sabrao Journal of Breeding and Genetics · https://discover.unhas.ac.id/publications/maize-hybrids-response-to-optimum-and-suboptimum-abiotic-environmental-condition
- Stability and adaptability analyses to identify suitable high-yielding maize hybrids using PBSTAT-GE (2025) · Open Agriculture · https://discover.unhas.ac.id/publications/stability-and-adaptability-analyses-to-identify-suitable-high-yielding-maize-hyb
- Morphological variability, heritability and genetic advancement in F2 sorghum lines (2025) · Bio Web of Conferences · https://discover.unhas.ac.id/publications/morphological-variability-heritability-and-genetic-advancement-in-f2-sorghum-lin
- DNA Profiling of Indonesian Maize Hybrids and their Parental Lines Using SSR Markers (2025) · Agriculture Pol Nohospodarstvo · https://discover.unhas.ac.id/publications/pub_scopus_105024486820
- Deep learning based stacking ensembles for tropical sorghum classification (2025) · Journal of Agriculture and Food Research · https://discover.unhas.ac.id/publications/pub_scopus_105003734046
- Evaluation of High Yielding Hybrid Lines of Unhas Corn Based on a Systematic Approach and Genetic Analysis (2024) · Asian Journal of Plant Sciences · https://discover.unhas.ac.id/publications/evaluation-of-high-yielding-hybrid-lines-of-unhas-corn-based-on-a-systematic-app

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