ARTICLE   Open Access    

Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts

More Information
  • Coffee is a major cash and export crop in Sierra Leone and is mainly cultivated in southern and eastern provinces. Kenema, Kailahun, Moyamba, Bo, Pujehun and Kono are major coffee growing districts in the country. This study looks at the extent of phenotypic diversity of the rare and wild Coffea stenophylla in Kenema and Moyamba districts. The Shannon-Weaver diversity index (H') revealed variations among the samples for the observed 13 morphological traits which ranges from 0 for both fruit colour and calyx limb persistence to 0.87 for angle of insertion of primary branches on the main stem. Among the 13 morphological traits assessed, angle of insertion of primary branches on main stem (0.87), growth habit (0.78), bean size (0.75), young leaf colour (0.66), stem habit (0.66) and fruit shape (0.65) exhibited high level of diversity while seed shape (0.58), stipule shape (0.46), leaf shape (0.43), seed uniformity (0.31) and leaf apex shape (0.06) showed low levels of diversity. This is the first report of phenotypic diversity of C. stenophylla in Sierra Leone and the study thus unraveled existence of diversity among samples. It is recommended that these observed variabilities be exploited in order to develop better accessions that are high yielding yet maintain the same taste. Additionally, genetic fingerprinting needs to be applied to provide a complementary assessment of the observed phenotypic diversity.
  • The Trichoderma genus encompasses a wide-ranging collection of filamentous fungi, prevalent in various natural ecosystems[1]. Trichoderma species within this genus have earned acclaim for their exceptional capacity to inhabit plant roots, stimulate plant growth, and showcasing biocontrol attributes against a spectrum of fungal adversaries[2]. Employing tactics like mycoparasitism, antibiosis, competitive resource acquisition, and plant resistance induction, these species effectively manage fungal diseases[3]. Notably, they are increasingly utilized in agriculture as biofertilizers and biopesticides[1]. Trichoderma-based bio-fungicides, available in different formulations like wettable powders, granules, and flowable concentrates, offer a convenient application to seeds, seedlings, soil, and foliage[4,5]. Besides their disease-fighting properties, these bio-fungicides promote plant growth through various mechanisms such as phytohormone production, nutrient solubilization, and stress tolerance enhancement[3]. Recent progress in Trichoderma-based formulations has led to innovative materials, advanced nanotechnology strategies, and genetic engineering techniques aimed at boosting stability, shelf life, and efficacy[4]. Among these advancements, biochar has shown promise as an ideal carrier for Trichoderma formulations due to its high porosity, surface area, and soil stability maintenance abilities[6]. New research indicates that biochar can strengthen Trichoderma's biocontrol properties[7,8]. Experiments show that using Trichoderma bio-fungicides on soil blended with biochar is more effective in fungal disease control than on unamended earth[9]. Likewise, applying these bio-fungicides on biochar-coated seeds provides better resistance against fungal diseases in seedlings[7,10]. Such biotechnological advancements in Trichoderma-based formulations can promote sustainable agricultural practices by reducing reliance on chemical pesticides[11]. This, in turn, helps mitigate the ecological impact of agricultural activities and enhances food and feed safety[12]. By protecting plants from fungal diseases and improving soil fertility, Trichoderma-based bio-fungicides hold promise for enhancing crop yield[1]. Trichoderma formulations play a crucial role in minimizing harm to non-target organisms while maximizing the effectiveness of the active ingredient[13]. While Trichoderma is significant in ensuring agronomic safety, challenges in their formulation persist due to potential degradation of the biomass or bioactive metabolite caused by factors like exposure to air, light, and temperature[14]. Additionally, these products need to be easy to handle, apply, and produce[15,16]. To address this objective, the present study aims to offer a comprehensive examination of various technological advancements that enhance the efficiency of natural preparations. Distinguishing itself from typical literature reviews that predominantly delve into the biological attributes of metabolites, this review incorporates a bibliometric analysis of biopesticides and their formulations[17]. This analysis employs quantitative and statistical indicators to identify patterns related to the most critical pest issues, agriculture's susceptibility, sources of biological control, innovative methodologies, and the current status of Trichoderma formulations. The insights presented in this analysis significantly contribute to the bibliometric methodology, potentially promoting positive strides in the advancement of technology for Trichoderma formulation. Additionally, it offers valuable suggestions for researchers engaged in this field.

    Bibliometric analysis is a technique employed to scrutinize the characteristics and evolving patterns within academic literature using various mathematical and statistical methods[10]. Through this approach, we can quantitatively assess the overall state of the literature, collaborative relationships, research areas of interest, and the development trends in a specific research field[18]. A descriptive analysis of the corpus of published research pertaining to Trichoderma formulations was conducted. This analysis entailed the examination of co-occurring terms within the body of published articles, allowing for the elucidation of evolutionary trends in scientific themes[19]. The fundamental aim of this research is to conduct an exhaustive review of the existing body of literature on Trichoderma formulations and to project the areas of highest interest and potential for future investigation[20]. One of the primary objectives of bibliometric analysis is to assess the trends in research related to Trichoderma formulations, and to identify the most influential authors and institutions in the field of Trichoderma research. Determining the impact of research in terms of citations, patents, or applications in real-world scenarios.

    As a result, this study seeks to investigate the following research objectives: In the field of Trichoderma formulations, what are the key research themes and trends observed from 2016 to 2023 include:

    (1) How is research on Trichoderma formulations distributed geographically, and what regions exhibit the most active contributions to the field? (2) Can bibliometric analysis predict future trends and potential innovations in Trichoderma formulations research based on historical patterns? (3) The article follows a well organised structure[21]. Initially the research methodology adopted for the study is outlined. Subsequently, a well-organized article is crucial for effectively communicating research findings to the intended audience[22].

    Literature retrieval was performed online through the Science Citation Index Expanded (SCI-E) of the Web of Science Core Collection (WoSCC, Clarivate Analytics) from 2016 to 2023[21,22]. Scopus is a preferred data source for bibliometric analysis, and it provides comprehensive information and data from a multi-disciplinary field of literature[23]. To retrieve literature comprehensively and accurately on Trichoderma formulations, different search terms and retrieval strategies were assembled in this study. Finally, the optimal search items were set as follows: TS = ('Trichoderma formulation*') OR ('Bio formulation of Trichoderma*') OR ('Bio control') OR ('Antagonist') OR ('Rhizosphere fungus')[24]. The data range was set from 2016 to 2023, to collect all relevant publications. It is worth noting that as the Scopus database data network is constantly updated, the results may vary depending on the exact retrieval date.

    A detailed literature retrieval process was performed online through Science Citation Index Expanded (SCI-E) of the Web of Science Core Collection (WoSCC, Clarivate Analytics) from 2016 to 2023, and considered Scopus as a preferred data source for bibliometric analysis. Additionally, we outlined the search terms and retrieval strategies that are used in our study and set the range of data from 2016 to 2023 to collect all relevant publications. If we sum up our descriptions narrate on the following key points, like data sources, search terms, data range, constantly updated data base, and optimal search items[25]. The search strategy was designed to capture relevant literature on Trichoderma formulations. The search terms included Trichoderma formulation, bio-formulation of Trichoderma, biocontrol, antagonist and Rhizosphere fungus. The asterisks, in the search terms are used as wildcard characters to capture different word endings. The data range was set from 2016 to 2023 to collect all relevant publications within that timeframe. This was the period during which the literature retrieval was performed[25]. It is mentioned that as the Scopus database data network is constantly updated, and the results may vary depending on the exact retrieval date. This indicates that the study acknowledged the dynamic nature of the database and its potential impact on the results[26]. After assembling different search terms and retrieval strategies, the study determined the optimal search items, which were the selected search terms that would yield the most comprehensive and accurate results for the study's objectives. Overall, the present study took a systematic approach to literature retrieval, considering multiple data sources and employing a combination of search terms to ensure the retrieval of relevant publications on Trichoderma formulations. It is worth noting that as the Scopus database data network is constantly updated, to add upon, the results may vary depending on the exact retrieval date.

    To ensure the credibility of the research conclusions, this study gathered peer-reviewed English journal articles to summarize global research perspectives. It's important to mention that articles not aligned with this paper's purpose were manually omitted in the final phase of data collection[27]. For instance, some articles explored the relationship between plants and microorganisms on leaves. Eventually, a total of 287 articles that met all criteria were sourced from Scopus. These pieces represented almost all top-tier experimental studies on Trichoderma formulations from 2016 to 2023 worldwide. The variability among these articles could effectively indicate the trend of related research development. Therefore, these publications were prioritized for further analysis and assessment. Figure 1 illustrates the flowchart of the literature retrieved in this study[28].

    Figure 1.  Flow chart of literature review methodology.

    Table 1 presents the top 10 countries/regions, institutions, authors, and journals that published the most studies on Trichoderma formulations. As indicated in Table 1, China emerged as the country making the most significant contribution, with 1,231 publications, accounting for 20.33% of the total. India and Pakistan followed closely, ranking second and third, with 1,096 (18.10%) and 618 (10.20%) publications, respectively. Among the institutions, the Chinese Academy of Sciences held the top spot, boasting 160 (2.64%) publications. Following closely was the University of Agriculture, Faisalabad (144, 2.37%), and Nanjing Agricultural University (137, 2.26%). In the realm of scholarly contributions, prolific authors often set the tone for research trends. Identifying these influential scholars can shed light on the direction of the research field[29]. The leading author in the study of rhizosphere microorganisms was Wang Y, with 102 publications. Li Y, Zhang Y, and Hkan M were also highly prolific, each publishing nearly 90 studies. These works were predominantly featured in prominent journals in Ecology and Botany, such as Frontiers in Microbiology (3.73%), Frontiers in Plant Science (2.36%), and Plant and Soil (2.03%).

    Table 1.  Leading journals contributing to the existing body of knowledge in the field of formulation of Trichoderma.
    Sl. no. Name of journal No. of publication Citations
    1 Journal of Applied Microbiology 2 40
    2 Applied Microbiology and Biotechnology 2 16
    3 Indian Phytopathology 3 2
    4 Biological Control 2 59
    5 Crop Protection 2 30
    6 Frontiers in Microbiology 2 23
    7 Journal of Biological Control 2 1
    8 Medicinal Plants 2 5
     | Show Table
    DownLoad: CSV

    The analysis of scientific production on Trichoderma formulations demonstrated the trend of publications per year on Trichoderma formulation studies. It was observed that published research showed a significant increase of 71.24% over the last decade (2016–2023) (Fig. 1). The increasing trend is possibly related to economic support from government programs, since funding for innovative, sustainable, and ecological research is being considered to meet the demand for food and mitigate environmental pollution[30]. Figure 2 illustrates a co-citation map of authors collaborating in the field of Trichoderma formulation. The purpose of conducting this co-citation analysis is to visually portray the knowledge base of the specific area of review. The analysis identifies three distinct clusters, each represented by different colored nodes: blue, red, and green. The green cluster stands out as it is associated with Harman, who has the highest collaboration, working with nine researchers on Trichoderma formulation research. The red cluster, on the other hand, signifies the second-highest collaboration, led by Mukherjee et al.[31] with six researchers. Lastly, the pink cluster represents the lowest level of collaboration among researchers, with only two researchers working together in this area.

    Figure 2.  Co-citation analysis of cited authors as the unit of analysis in the field of Trichoderma formulation.

    Table 2 showcases the country–wise citation analysis, and the series presented here seems to have large variability in distribution. In terms of total citations of studies dedicated to Trichoderma formulations. Citations count of articles by country as a unit of analysis represents the popularity of a field of research in a particular region. India with 20 publications having 115 citations topped the list and, therefore, is the most impactful country contributing to the existing body of knowledge in the said domain followed by Italy with four publications having 69 citations and Brazil with three publications having 51 citations. From the viewpoint of the total number of publications, India holds first position, having 20 publications, followed by Italy having four publications.

    Table 2.  Leading countries contributing to the existing body of knowledge in the field of formulation of Trichoderma.
    Sl. no. Country No. of publication Citations
    1 Argentina 1 20
    2 Belgium 2 30
    3 Brazil 3 51
    4 China 2 82
    5 Croatia 1 30
    6 Finland 1 37
    7 India 20 115
    8 Italy 4 69
    9 New Zealand 2 21
    10 Portugal 1 67
    11 South korea 1 54
     | Show Table
    DownLoad: CSV

    The top researchers working in the field of Trichoderma formulation are presented in Table 2. The authors' citation count represents the recognition of their research work in a particular field of research. It is quite clear from the list of 13 author's citations that all the authors have at least 10 citations to their name based on the total citation count. Among the 13 authors Park et al.[32] has the highest number of citations of 57 followed by Herrera-Téllez et al.[33] having 47 and Hewedy et al.[34] having 44 citations. The analysis of bibliographic coupling in the Trichoderma formulation domain is represented in Fig. 3. This technique utilizes references from existing publications to elucidate the relevant literature[35]. For this study, five thematic clusters have been identified, labeled green, red, blue, yellow, and purple. Among these interconnected groups, India stands out as the country with the most extensive collaboration network, linked with 15 other countries. Given that India also holds the highest number of published documents (115), it was anticipated to be the central node in this cooperation network. The findings demonstrate the strong relationships between researchers and their respective institutional affiliations, emphasizing the scientific cooperation aimed at developing sustainable and ecologically sound strategies for crop protection in a competitive manner[36].

    Figure 3.  Bibliographic coupling of articles in the field of Trichoderma formulation.

    In Fig. 4, a co-occurrence analysis of keywords with a minimum threshold of five occurrences is displayed. The network illustrates the most frequently utilized terms within the 'Trichoderma formulation' research domain, capturing the essence of the article's core content. The prevalence of these keywords can be indicative of the research direction and content within this specific field[37]. This analysis allows for the identification of developmental trends within a field and a comprehensive understanding of its current research status[38]. The co-occurrence graph of keywords reveals a total of four co-occurrence clusters (Fig. 4), encompassing themes like biocontrol, formulation, Trichoderma, and shelf life. Each cluster is further examined below, providing an in-depth portrayal of the prominent topics within the Trichoderma formulations landscape during the research period. Annual publication number leading years contributing to the existing body of knowledge in the field of formulation of Trichoderma is presented in Table 3.

    Figure 4.  Co-occurrence analysis based upon keywords from articles in the field of Trichoderma formulation.
    Table 3.  Annual publication number leading years contributing to the existing body of knowledge in the field of formulation of Trichoderma.
    Sl. no. Year No. of publication
    1 2016 8
    2 2017 13
    3 2018 21
    4 2019 16
    5 2020 20
    6 2021 17
    7 2022 15
    8 2023 8
     | Show Table
    DownLoad: CSV

    The shift in annual publication counts serves as a vital benchmark for gauging the progress of a research field, lending insights into potential development trends[28]. Figure 4 provides a clear portrayal of the publication distribution in Trichoderma formulation from 2016 to 2023, illustrating a noticeable increase in annual article output. This surge suggests a heightened interest in the field over the past few years. Scientific research fields typically undergo a four-stage evolution[39] ; (1) the inception phase, characterized by the introduction of novel research areas or directions by notable scientists; (2) the expansion phase, where scientists gravitate toward the emerging research direction, leading to a proliferation of discussion topics; (3) the stabilization phase, marked by the amalgamation of new knowledge to form a distinct research context; and (4) the contraction phase, in which the number of new publications diminishes. Notably, the research on Trichoderma formulation seems to be currently in the expansion phase[40].

    The publication pattern reveals a growing research interest in Trichoderma formulations, a relatively new field that is attracting increasing enthusiasm among scholars. Notably, the top contributors to this area, as identified through VOS viewer analysis, include key individuals, organizations, sources, and countries. Park emerges as the leading author based on citation count, followed by Herrera-Téllez and Hewedy. China, Portugal, Italy, and South Korea are recognized as major contributors to research in this field, as reflected in their citation counts. Conversely, India leads in terms of document count, demonstrating a significant contribution to the literature.

    Co-citation and bibliographic coupling analyses have identified three distinct thematic clusters. In the co-citation analysis, these clusters relate to application methods, types of Trichoderma formulations, and their biocontrol efficacy. Additionally, insights from the bibliometric analysis of biopesticide formulations have facilitated the integration of methods and strategies aimed at enhancing the effectiveness of Trichoderma formulations.

    This paper conducts a bibliometric analysis to critically examine articles related to biological control, focusing specifically on those published in various indexed journals, and offers a comprehensive overview of the evolution of Trichoderma formulations over time. The primary objective of this research is to investigate and characterize the key literature on this topic, covering historical, current, and emerging developments in this dynamic field. Bibliometric techniques are employed to visualize the Trichoderma formulation landscape.

    To achieve this goal, the study analyses a dataset of articles obtained from the core collection databases of Scopus and Web of Science. Within the scope of this study, significant publications on Trichoderma formulations are meticulously reviewed to highlight the potential trajectory of Trichoderma's role in biological disease control in plants. The study identifies and examines the various developmental phases of Trichoderma formulations, offering a comprehensive analysis that can shape the future of this critical research area. Given the scarcity of comprehensive bibliometric studies on Trichoderma formulation research, this study seeks to fill this gap, making a significant contribution to the extensive readership interested in Trichoderma.

    This study has several limitations and challenges that must be considered by future researchers. First, the study relies on a single database, which could restrict the amount of available data. Additionally, the search criteria were limited to research articles, and only those with specific phrases in the title were included, which may not represent the complete dataset. However, Trichoderma's biological control mechanisms against plant fungal and nematode diseases involve various strategies, including competition, antibiosis, antagonism, and mycoparasitism. In addition to these, Trichoderma enhances plant growth and induces systemic resistance in plants, making it effective in controlling a wide range of plant fungal and nematode diseases[41]. Although biological control is effective, it generally requires time to become established in the environment, making it a slower process. Therefore, optimizing the formulation of Trichoderma-based products is essential to ensure their stability and efficacy. It is important to ensure that these formulations are compatible with other agricultural treatments, such as chemical fertilizers and pesticides, to maximize their overall effectiveness. Proper formulation can improve the shelf life, ease of application, and survival of Trichoderma under varying environmental conditions. Ongoing research is necessary to refine these formulations for broader application in integrated pest management programs[42]. This is a significant limitation as the analysis was restricted to articles published in journals, excluding other valuable sources like reviews, conferences, books, and book chapters. To overcome this limitation, future researchers should consider utilizing additional databases such as Scopus and Science Direct, which can provide more comprehensive data. This limitation may have impacted the study's ability to provide a comprehensive overview of the field.

    The authors confirm contribution to the paper as follows: conceptualization: Kumar V, Mishra KK, Panda SR; writing − original draft preparation: Kumar V, Wagh AK, Mishra KK; writing − review and editing: Panda SR, Kumar V, Wagh AK; supervision: Kumar V, Panda SR, All authors have read and agreed to the published version of the manuscript.

    The data that support the findings of this study are available on request from the corresponding authors.

  • The authors declare that they have no conflict of interest.

  • [1]

    Coste R. 1992. Coffee: The plant and the product. Hong Kong: Macmillan

    [2]

    Wintgens JN. 2004. Coffee: growing, processing, sustainable production. A guide for growers, traders and researchers. KGa A, Weinheim, Germany: Wiley-VCH Verlag GmbH & Co. https://doi.org/10.1002/9783527619627

    [3]

    International Coffee Organization. 2020. The Cup of Coffee. Coffee is a Multi-Billion Dollar Industry (thecupofcoffee.com). www.ecf-coffee.org/sustainability/international-coffee-organization/stics.asp

    [4]

    Vega FE, Rosenquist E, Collins W. 2003. Global project needed to tackle coffee crisis. Nature 425:343

    doi: 10.1038/425343a

    CrossRef   Google Scholar

    [5]

    Mundi I. 2022. 25 Top Coffee Producing Countries in the World. 25 Top Coffee-Producing Countries in 2020. www.indexmundi.com

    [6]

    Silvarolla MB, Mazzafera P, Fazuoli LC. 2004. A naturally decaffeinated arabica coffee. Nature 429:826

    doi: 10.1038/429826a

    CrossRef   Google Scholar

    [7]

    Davies AP, Mieulet D, Moat J, Sarmu D, Haggar J. 2021. Arabica-like flavour in a heat-tolerant wild coffee species. Nature Plants 7:413−18

    doi: 10.1038/s41477-021-00891-4

    CrossRef   Google Scholar

    [8]

    Georget F. 2019. The first Arabica F1 coffee hybrid produced using genetic male sterility. Frontiers in Plant Science 10:1344

    doi: 10.3389/fpls.2019.01344

    CrossRef   Google Scholar

    [9]

    Lashermes P (ed.). 2018. Achieving Sustainable Cultivation of Coffee: Breeding and Quality Traits. Cambridge, UK: Burleigh Dodds Science Publishing.

    [10]

    Cheney RHA. 1925. Coffee : A Monograph of the Economic Species of the Genus Coffea L. New York: The New York University Press. https://doi.org/10.5962/bhl.title.66317

    [11]

    Sierra Leone Investment and Export Promoting Agency. 2009. Investing in Sierra Leone's Cocoa Sector. Sierra Leone Trade and Investment Forum, 20 – 23 May 2009, Bintumani Hall, Freetown, Sierra Leone.

    [12]

    Davis AP, Gargiulo R, Fay MF, Sarmu D, Haggar J. 2020. Lost and found: Coffea stenophylla and C. affinis, the forgotten coffee crop species of West Africa. Frontiers in Plant Science 11:616

    doi: 10.3389/fpls.2020.00616

    CrossRef   Google Scholar

    [13]

    Moat J, Williams J, Baena S, Wilkinson T, Gole TW, et al. 2017. Resilience potential of the Ethiopian coffee sector under climate change. Nature Plants 3:17081

    doi: 10.1038/nplants.2017.81

    CrossRef   Google Scholar

    [14]

    Cramer PJS. 1913. Gevens over de variabilities van de in Nederlandsch-Indië verbouwde kofe-sorten. Netherlands: Mededeelingen Department Landbouw. 696 pp. https://doi.org/10.5962/bhl.title.140130

    [15]

    Davis AP, Chadburn H, Moat J, O'Sullivan R, Hargreaves S, et al. 2019. High extinction risk for wild coffee species and implications for coffee sector sustainability. Science Advances 5:eaav3473

    doi: 10.1126/sciadv.aav3473

    CrossRef   Google Scholar

    [16]

    Jain SK, Qualset CO, Bhatt GM, Wu KK. 1975. Geographical patterns of phenotypic diversity in world collection of durum wheats. Crop Science 15:700−4

    doi: 10.2135/cropsci1975.0011183X001500050026x

    CrossRef   Google Scholar

    [17]

    International Plant Genetic Resource Institute. 1996. Descriptors for Coffee (Coffea spp. and Psilanthus spp.). Rome, International Plant Genetic Resources Institute.

    [18]

    Government of Sierra Leone, United Nations Development Programme. 2007. Government of Sierra Leone Ministry of Transport and Aviation report. Freetown Sierra Leone. pp. 5–20.

    [19]

    Fayiah M, Swarray AK, Singh S, Chin B. 2018. Floristic biodiversity and stem volume of Kambui Forest Reserve, Kenema District, Sierra Leone. International Journal of Advanced Research 6(4):424−40

    doi: 10.21474/ijar01/6876

    CrossRef   Google Scholar

    [20]

    Conteh J. 2013. General Management plan for Kambui Hills Forest Reserves biodiversity protection proposal. Floristic Biodiversity and Stem Volume of Kambui Forest Reserve. Kenema, Sierra Leone.

    [21]

    Hennink S, Zeven AC. 1990. The interpretation of Nei & Shannon-Weaver within population variation indices. Euphytica 51:235−40

    doi: 10.1007/BF00039724

    CrossRef   Google Scholar

    [22]

    Weldemichael G. 2020. Phenotypic diversity of Ethiopian coffee, Coffea arabica L. accessions collected from Gomma District in Jimma Zone for qualitative traits. International Journal of Research Studies in Science, Engineering and Technology 7(8):8−14

    Google Scholar

    [23]

    Masreshaw Y. 2018. Genetic variability in Yayu coffee (Coffea arabica L.) germplasm at Metu, southwestern Ethiopia. Msc. Thesis. Jimma University, Ethiopia. 87 pp

    [24]

    Vionita S, Kardhinata HE, Damanik RI. 2021. Morphology identification and description of coffee plants (Coffea sp) in Karo District. IOP Conference Series: Earth and Environmental Science 782:042051

    doi: 10.1088/1755-1315/782/4/042051

    CrossRef   Google Scholar

    [25]

    Olika K. 2011. Morphological and organoleptic characterization of some Limu coffee (Coffea arabica L.) germplasm accessions at Agaro. Msc. Thesis. Jimma University, Ethiopia. 103 pp

    [26]

    Akpertey A, Anim- Kwapong E, Ofori A. 2019. Assessment of Genetic Diversity in Robusta Coffee Using Morphological Characters. International Journal of Fruit Science 19(3):276−99

    doi: 10.1080/15538362.2018.1502723

    CrossRef   Google Scholar

    [27]

    Solomon A. 2017. Morphological characterization of east Wollega coffee germplasm accessions in western Ethiopia. Msc. thesis. Jimma University, Ethiopia. 76 pp

    [28]

    Yigzaw D. 2005. Assessment of genetic diversity of Ethiopian Arabica coffee genotypes using morphological, biochemical and molecular markers. PhD Dissertation. University of the Free State, South Africa. 197 pp

  • Cite this article

    Lahai PM, Aikpokpodion PO, Lahai MT, Bah MA, Gboku MLG. 2023. Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts. Beverage Plant Research 3:12 doi: 10.48130/BPR-2023-0012
    Lahai PM, Aikpokpodion PO, Lahai MT, Bah MA, Gboku MLG. 2023. Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts. Beverage Plant Research 3:12 doi: 10.48130/BPR-2023-0012

Figures(8)  /  Tables(3)

Article Metrics

Article views(4811) PDF downloads(708)

ARTICLE   Open Access    

Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts

Beverage Plant Research  3 Article number: 12  (2023)  |  Cite this article

Abstract: Coffee is a major cash and export crop in Sierra Leone and is mainly cultivated in southern and eastern provinces. Kenema, Kailahun, Moyamba, Bo, Pujehun and Kono are major coffee growing districts in the country. This study looks at the extent of phenotypic diversity of the rare and wild Coffea stenophylla in Kenema and Moyamba districts. The Shannon-Weaver diversity index (H') revealed variations among the samples for the observed 13 morphological traits which ranges from 0 for both fruit colour and calyx limb persistence to 0.87 for angle of insertion of primary branches on the main stem. Among the 13 morphological traits assessed, angle of insertion of primary branches on main stem (0.87), growth habit (0.78), bean size (0.75), young leaf colour (0.66), stem habit (0.66) and fruit shape (0.65) exhibited high level of diversity while seed shape (0.58), stipule shape (0.46), leaf shape (0.43), seed uniformity (0.31) and leaf apex shape (0.06) showed low levels of diversity. This is the first report of phenotypic diversity of C. stenophylla in Sierra Leone and the study thus unraveled existence of diversity among samples. It is recommended that these observed variabilities be exploited in order to develop better accessions that are high yielding yet maintain the same taste. Additionally, genetic fingerprinting needs to be applied to provide a complementary assessment of the observed phenotypic diversity.

    • Botanically, coffee belongs to the family Rubiaceae and the genus Coffea[1]. Initial studies by de Jussieu named the crop as Jasminum arabicanum in 1713 by studying a sample of the tree that originated from the botanical garden of Amsterdam[2]. Unlike some other tree crops, coffee has the advantage of ubiquity and drives a multibillion dollar global coffee industry[3], supports the economy of several tropical countries and by extension provides livelihoods for more than 100 million coffee farmers and their households[4]. On a global scale, Brazil is the world's largest producer of coffee producing 3,558,000 MT (accounting for around one-third of the world's coffee) followed by Vietnam with a production volume of 1,830,000 MT[5].

      The species Coffea has n = 11 as its basic chromosome number, except C. arabica being the only coffee that is polyploid and self-fertile in nature with a chromosome number of 2n = 4x = 44[6]. Other Coffea species such as C. canephora are however diploid (2n = 2x = 22) and self-infertile[6] and need the effort of breeders for commercial production and productivity. As reviewed by Davies et al.[7], the Coffea genus is comprised of 124 species (in cultivation and in the wild). This gives a clear indication that more research needs to be undertaken to develop cultivars that can withstand the test of time particularly amidst changing climate.

      Regardless of breeding overtime, progress on developing climate-resilient coffee is at the initial stages, with attention focused on Arabica (C. arabica) and Robusta (C. canephora)[8,9]. These two species are reportedly said to have a well-defined price difference with Arabica having a higher price in the international market[3] probably due to its superior cup quality. On the other hand, Robusta and Liberica, currently have lower prices serving as alternative sources to Arabica. Like C. stenophylla, C. eugenioides is another minor coffee species believed to have excellent flavour and is gradually gaining popularity as a niche market though the seeds are relatively small[10].

      In Sierra Leone, cultivated coffee varieties are mainly Robusta and Liberica with Robusta dominating the market probably due to its high yielding quality and the only commercially viable variety. C. liberica can only be found in pockets either in Robusta plantations or in abandoned farmlands. As a result of cyclic price volatility and extreme weather conditions, coffee production has several challenges[7] in Sierra Leone leading to near abandonment of plantations with little or no proper maintenance. This commodity together with cocoa serves as a source of livelihood for thousands of smallhold farmers representing 96% of the country’s agricultural export[11]. Furthermore, SLIEPA[11] reported that in 2011, trade figures revealed that 198,000 MT of cocoa and coffee were exported by Sierra Leone, yielding about USD $400 million. This therefore shows that cocoa and coffee have the potential to become major cash and export crops although production and export as well as quality are still far from pre-war levels, prior to the civil war that raged in Sierra Leone for over 10 years. With the rediscovery of the wild C. stenophylla, efforts are being made by the government of Sierra Leone and funding agencies to promote the domestication of this species as it may serve as a niche market for smallhold farmers.

      In terms of climate resilience, C. stenophylla which is endemic to Sierra Leone, Cote D'Ivoire and Guinea stands out amongst the 120 coffee species[12]. Historical references (1834–1929) have indicated that this species has an excellent taste[12] and may be as good as the 'best mocha'[13] and most probably superior to all other discovered coffee species in the world, including C. arabica. However, the age and context have warranted these claims to be caveated and given the fact that sensory praise for this species (universal cupping) has not been undertaken[14]. Additionally, no published sensory information on C. stenophylla has been in existence since the 1920s, probably due to its scarcity in cultivation and rarity in the wild. Ever since its discovery as an edible crop, it has not been in general cultivation since the 1920s[12] and is threatened with extinction in the wild[15] due to agricultural and non-agricultural interventions by humans. Coupled with competition from Robusta coffee whose early progress towards becoming a global commodity coincides with the decline of stenophylla farming[16], poor yield has been given as one of the major reasons why C. stenophylla failed to become established as a major global coffee crop species[16]. Reference to the number of flowers/fruits per node and shoot, C. stenophylla yields are likely to be less than C. arabica and C. canephora, although commercially viable yields are evident[12,14]. For proper management and better exploitation of the available gene pool, knowledge on the pattern and variation for important morpho-agronomic traits is essential[15]. However, phenotypic characterization of the wild C. stenophylla from the hills of Sierra Leone is yet to be undertaken. This study was therefore conducted to assess the extent of genetic variation that exists within collections of wild stenophylla in Sierra Leone. Data were randomly collected on C. stenophylla that were growing in the wild at different locations using the International Plant Genetic Resource Institute (IPGRI)[17] list of descriptors.

    • The study was carried out in two key districts (Kenema and Moyamba) in Sierra Leone with notable hills that serve as forest reserves (Fig. 1). Samples from Kenema districts were taken from two communities where C. stenophylla had been discovered in the Kpumbu forest that lies within Latitude 7°59'23.364" N and Longitude –11°11'40.356" W with an altitude of 375 m above sea level and Ngegeru forest which lies within Latitude 7°56'50.634" N and Longitude –11°12'16.818" W with an altitude of 466 m above sea level. Kpumbu and Ngegeru are situated 25 km and 10 km respectively, southwest of Kenema city, the headquarters of the Eastern region. Samples were also taken from the Kasewe hill forest reserve, about 32 km north west of Moyamba town, Southern region to form part of the study site. The Kasewe forest reserve lies within Latitude 8°19'11.694" N and Longitude –12°10'1.62" W with an altitude of 416 m above sea level. The mean annual rainfall of Kambui and Kasewe forest reserves are 2,546 and 2,135 mm respectively, with an average monthly temperature that ranges between 26 and 32 °C from June to October[18]. Both Kasewe and Kambui forests consist of terrain with steep slopes that reach an elevation of between 100–645 m above sea level[19]. Kambui forest has two sections i.e. Kambui north which is about 20,348 ha and Kambui south with land mass of about 880 ha[19]. This study basically focused on Kambui north where the C. stenophylla had been discovered.

      Figure 1. 

      Map of Sierra Leone showing (a) Moyamba and (b) Kenema Districts where C. stenophylla were collected at Kasewe and Kambui hills, respectively.

      The vegetation of these reserves is classified as ever-green with six months of continuous rain fall and a complex biodiversity that spans right across the untouched areas. The vegetation in the reserves have been classified as closed consisting of three vegetation types: Albert logged forest (91.0%), farm bush (7.5%) and vine forest (0.7%) as described by Fayiah et al.[19]. Kambui hill forest serves as protection for more than 12 catchments and eight of these catchments currently supply water by gravity to the Kenema City and its environs[20].

    • A total of 203 C. stenophylla genotypes which included 198 accessions collected from the wild from Kenema and Moyamba districts within notable forest reserves and five standard checks that are maintained at ex-situ field gene bank of the Sierra Leone Agricultural Research Institute (SLARI) at Bambawo substation were used for this study. The study was superimposed on wild C. stenophylla at different stages of growth in varying terrain and standard checks planted in 2021 at SLARI research station.

    • This study was conducted from January to February, 2022 when some seed materials of the wild C. stenophylla were available and the leaves in pretty good shape. Observations were made and samples collected through random selection at each of the aforementioned locations. A total of 173 plants were sampled from the Kambui, while 25 plants were sampled from Kasewe forest reserves and five standard checks at Bambawo substation.

    • Data were collected on 13 morphological traits based on coffee descriptors developed by the IPGRI[17] as shown in Table 1.

      Table 1.  Morphological parameters studied and their description as per the IPGRI[17].

      #Characters and their descriptive values
      1Growth habit: 1 (open), 2 (intermediate), 3 (compact)
      2Stem habit: 1 (stiff), 2 (flexible)
      3Angle of insertion of primaries: 1 (dropping), 2 (horizontal spreading), 3 (semi-erect)
      4Young leaf tip colour:1 (greenish), 2 (green), 3 (brownish), 4 (reddish brown), 5 (bronzy)
      5Leaf shape: 1 (obovate), 2 (ovate), 3 (elliptic), 4 (lanceolate)
      6Leaf apex shape: 1 (round), 2 (obtuse), 3 (acute), 4 (acuminate), 5 (apiculate), 6 (spatulate)
      7Stipule shape: 1 (round), 2 (ovate), 3 (triangular), 4 (deltate), 5 (trapezium)
      8Fruit shape: 1 (round), 2 (obovate), 3 (ovate), 4 (elliptic), 5 (oblong)
      9Fruit colour: 4 (light red), 5 (red), 6 (dark red)
      10Calyx limb persistence: 0 (not persistent), 1 (persistent)
      11Seed shape: 1 (round), 2 (obovate), 3 (ovate), 4 (elliptic), 5 (oblong), 6 (other)
      12Seed uniformity: 1 (uniform), 2 (mixed)
      13Bean size: 1 (small), 2 (medium), 3 (large)
    • Frequencies of the various 13 morphological traits were computed using Microsoft XL.

    • For each morphological trait assessed, the Shannon-Weaver diversity index (H') was computed using the phenotypic frequencies to assess the overall phenotypic diversity. The number of phenotypic classes used in the Shannon-Weaver Diversity index (H') were normalized by the maximum value (log n) in each case as described by Henninck & Zeven[21] and computed as a measure of the diversity of the traits used. For an 'n' class trait, the observed normalized H' was obtained using the formula:

      H' = –∑ [ (pi) × ln (pi)]

      Where H' = Shannon-Weaver Diversity index,

      Pi = the relative abundance of each trait = n1/N

      ln (pi) = the natural log of relative abundance = ln (n1/N)

      Therefore,

      H' = –∑ [(n1/N) ln (n1/N)]

    • To further validate the results obtained from frequency distribution and Shannon-Weaver diversity index, the data were transformed and subjected to cluster analysis for the construction of dendrogram and principal component analysis.

    • The use of this descriptor unraveled a broad range of morphological variations among C. stenophylla (Fig. 2). For instance, about 72.0% of the sampled plants had intermediate growth habit while only about 10.0% had compact growth habit. This gives an indication that scanning of the Kambui and Kasewe hills for C. stenophylla requires a great deal of effort if more colonies are to be discovered. Similarly, variations existed in flush colour, fruit shape, seed shape and even in bean size. The existence of these variations may be useful in the development of new lines of C. stenophylla.

      Figure 2. 

      Bar graphs showing (a) growth habit, (b) young leaf colour, (c) fruit shape, (d) seed shape and (e) bean size (seeds were collected from 203 sampled genotypes) of C. stenophylla .

    • The result shows considerable variation in growth habit of C. stenophylla in the wild with 71.9%; 18.2% and 9.9% of intermediate, open and compact growth habit that span across the study sites. The wild nature of C. stenophylla justifies the presence of all three growth habits probably due to mutations and inbreeding over the years.

      In the same vein, two types of stem nature were observed at all locations with 63.0% of stems being flexible while 37.0% were stiff (Table 2, Fig. 3). This result corroborates the findings of Weldemichael[22] who also reported variations in the growth habit and nature of stem of Ethiopian coffee (C. arabica) accessions. The presence of C. stenophylla with large stem of girth (≥ 20 cm) is an indication that this coffee has been in existence for ages.

      Table 2.  Percentage of phenotypic class values for 13 morphological traits of 203 C. stenophylla

      S/NPhenotypic class%
      1Growth habitCompact9.9
      Open18.2
      Intermediate71.9
      2Stem habitStiff37.0
      Flexible63.0
      3Angle of lateral insertion
      of primaries
      Dropping7.4
      Horizontal spreading59.1
      Semi-erect33.5
      4Young leaf tip colourGreenish11.3
      Green78.8
      Bronzy9.9
      5Leaf shapeObovate0.5
      Ovate3.5
      Elliptic6.9
      Lanceolate89.2
      6Leaf apex shapeAcute99.0
      Acuminate1.0
      7Stipulate shapeOvate3.5
      Triangular87.2
      Deltate9.3
      8Fruit shapeRound7.4
      Oblong78.8
      Elliptic13.8
      9Ripe fruit colourMauve100
      10Calyx limb persistenceNot Persistent100
      11Seed shapeRound9.8
      Elliptic82.8
      Oblong7.4
      12Seed uniformityMixed100
      13Bean sizeSmall7.4
      Medium20.2
      Large72.4

      Figure 3. 

      Stem habit of C. stenophylla showing (a) stiff and (b) soft types.

      Similarly, angle of insertion of primaries of the 203 sampled C. stenophylla showed variations in the following proportions; 59.1%, 33.5% and 7.4% had horizontal spreading, semi-erect and dropping primaries, respectively. The findings of this study on coffee accessions having stiff stem habit is in agreement with the report by Masreshaw[23] although horizontal spreading type of angle of insertion dominates the case of C. stenophylla (Table 2).

    • Based on the IPGRI[17] coffee morphological descriptor, the 203 C. stenophylla from the wild were classified into three key groups with respect to young leaf tip colour (Table 2). The result shows that 78.8% of the young leaf tip colour were green while 11.3% were greenish and 9.9% were bronzy (Table 2, Fig. 4). This result indicates that C. stenophylla exhibit variations in the leaf morphology drawn from different locations.

      Figure 4. 

      Progressive stages of development of C. stenophylla. (a) Match-stick stage i.e. 45 d from date of sowing to germination; (b) Butterfly or two leaf stage i.e. 14 d after germination; (c) 28 d after germination; (d) 35 d after germination; (e) 49 d after germination; (f) 58 d after germination; (g) 63 d after germination; (h) 84 d after germination; and (i) 12 months after germination.

      Unlike C. arabica, where its leaf shape is dominated by elliptic type of shape[22], the leaf shape of C. stenophylla is dominated by lanceolate shape (89.2%). Few of the trees of C. stenophylla had elliptic, ovate and obovate shapes in the following proportions; 6.9%, 3.5% and 0.5% respectively (Fig. 5). From a population of 203 trees, the majority of the trees (99.0%) had acute leaf apex shape while the remaining 1.0% had acuminate tip shape. The findings of this study however do not support the outcome of previous studies[22,24] who reported that the majority of coffee accessions are made up of acuminate type of leaf tip shape. In line with the findings of this study with regards to leaf shape and leaf apex shape, other reasearchers reported the existence of variabilities in leaf morphology of coffee[25,27].

      Figure 5. 

      Leaf shape of Coffea stenophylla showing (a) lanceolate, (b) elliptic, (c) ovate and (d) obovate types.

    • Like other coffee species, the colour of immature C. stenophylla is green. However, the mature or ripe fruit colour of C. stenophylla did not fall within the phenotypic class of light red, red and dark red as stated in the International Plant Genetic Resource Institutes[17] list of coffee descriptors, giving an indication that the C. stenophylla is a rare species of coffee that had not been explored or noticed as at that time. According to the results of this study, the colour of C. stenophylla is mauve (100%) at maturity and becomes blackened when overripe (Table 2). In this reporting period, the distinct mauve colour may be true only for C. stenophylla when it is ripe (Fig. 6). This result contradicts the findings of others[22,24] who found three distinct fruit colour of coffee using the International Plant Genetic Resource Institutes[17] descriptor.

      Figure 6. 

      Seed shapes of Coffea stenophylla showing (a) oblong, (b) elliptic and (c) slightly rounded.

      Based on the results, there were considerable variabilities in terms of fruit shape with 78.8% being oblong, 13.8% being elliptic and 7.4% being type. The present results partly contradict the findings of others[22,23] who had reported lager proportion of roundish fruit shape and red fruit color among coffee accessions collected from Yayu forest of Ethiopia. Unlike the C. arabica whose calyx limb were observed to be persistent[22], the calyx limb of C. stenophylla however, were observed not to be persistent (100%) which is an indication that there is no variability in terms of the persistence of calyx.

      The majority of the seeds of C. stenophylla collected were elliptic (82.8%) in shape while the remaining 9.8% and 7.4%, respectively, were roundish and oblong in shape. Although Weldemichael[22] reported fruit shapes of coffee to be mainly oblong and of two distinct classes, the results of this study proved otherwise with three distinct morphological seed shapes indicating higher variability in seed shape of C. stenophylla.

      Minor variation was observed in the uniformity of coffee seeds with the largest proportion (90.6%) being uniform while a small proportion of it were mixed (9.4%) which is in agreement with others[2224]. Similarly, the bean size of C. stenophylla were classified into three distinct groups with 72.4% of the beans being large with average length of 13 cm and average width of 8 cm; 20.2% of medium size with average length of 10 cm and average width of 6 cm while 7.4% being of smaller size with average length of 7 cm and average width of 3 cm. This result disagrees with the findings of others[2527] who reported higher proportion of medium sized coffee beans among C. canephora genotypes indicating that C. stenophylla with such bean sizes and better cup quality is a special and different type of coffee with huge investment potential.

    • The Shannon-Weaver diversity index (H') was used to estimate the phenotypic diversity of the 13 morphological characters and the maximum value was normalized in each case (Table 3). By estimation and interpretation of the results, low (H') (nearer to zero than to one) indicates a low level of diversity and unevenness in the distribution and vice versa[21].

      Table 3.  Estimates of Shannon-Weaver diversity index (H') for 13 morphological traits of 203 C. stenophylla.

      Phenotypic characterShannon-Weaver diversity index (H')
      Growth habit0.78
      Stem habit0.66
      Angle of insertion0.87
      Young leaf colour0.66
      Leaf shape0.43
      Leaf apex shape0.06
      Stipule shape0.46
      Fruit shape0.65
      Fruit colour0
      Calyx limb persistence0
      Seed shape0.58
      Seed Uniformity0.31
      Bean size0.75

      Following the computation of the H', the results clearly indicates large variations among the 203 C. stenophylla samples for the observed 13 morphological traits which ranges from 0 for both fruit colour and calyx limb persistence to 0.87 for angle of insertion of primary branches on the main stem. This result is partly in agreement with that obtained by Weldemichael[22] who reported large variabilities (H' = 1.08) for angle of insertion of primary branches on the main stem of coffee.

      Among the 13 morphological traits assessed, angle of insertion of primary branches on main stem (H' = 0.87), growth habit (H' = 0.78), bean size (H' = 0.75), young leaf colour (H' = 0.66), stem habit (H' = 0.66) and fruit shape (H' = 0.65) exhibited high level of diversity and evenness while seed shape (H' = 0.58), stipulate shape (H' = 0.46), leaf shape (H' = 0.43) and seed uniformity (H' = 0.31) showed medium diversity. Leaf apex shape (H' = 0.06) and calyx limb persistence (H' = 0) showed virtually no diversity (Table 3). Variabilities (high H') have been reported by Yigzaw[28] in C. arabica for nine morphological traits, which partly corroborate with this study in terms of angle of insertion of primaries on main stem, young leaf colour, stem habit and growth habit but low H' for stipule shape, seed uniformity and seed shape. Although Yigzaw[28] reported low variability for bean size, this study found high H' = 0.75 but low H’ for leaf shape and leaf apex shape probably due to varying species, sample sizes and geographical differences. Contrasting results have been obtained for diversity among coffee accessions by some researchers[25]. High level of diversity (H' > 0.5) was reported by Olika[25] for growth habit, stipule shape, branching habit, angle of insertion of primaries, fruit shape and stem habit, but later contradicted the findings by reporting high level of diversity for leaf shape and leaf apex shape, and low level of diversity (H’ < 0.5) for young leaf colour and seed shape. The results obtained by various authors could be attributed to either differences in environmental factors or genetic diversity of coffee species.

    • Improvement of parental lines require the effective and efficient utilization of available germplasm pool and has always served as the prerequisite in coffee breeding programs. Therefore, the phenotypic traits must be correctly assessed and categorized based on either individual or group performance. To further evaluate the phenotypic diversity of the 203 samples of C. stenophylla, the data were subjected to principal component analysis (PCA) and cluster analysis (CA). The average relationship and Euclidean distance were used in the hierarchical cluster analysis for the samples under investigation.

      The unweighted pair group method with arithmetic mean (UPGMA) dendrogram was formed based on the 13 morphological parameters under study. The wild C. stenophylla were clustered into four major groups at 18.13 coefficient level (Fig. 7), which showed morphologically distinct variations among traits. The analysis revealed that cluster I unified two parent subclusters (growth habit and leaf apex shape) while cluster II had one subcluster (stem habit). On the other hand, clusters III and IV each showed three subclusters (angle of lateral insertion of primaries, stipule shape and bean size); (young leaf tip colour, leaf shape and fruit character), respectively.

      Figure 7. 

      Dendrogram of traits of C. stenophylla collected from Kasewe and Kambui forest reserves. GH = Growth Habit, SH = Stem Habit, ALIP = Angle of Lateral Insertion of Primaries, LS = Leaf Shape, YLTC = Young Leaf Tip Colour, LAS = Leaf Apex Shape, STS = Stipule Shape, FS = Fruit Shape, CLP = Calyx Limb Persistence, SS = Seed Shape, SU = Seed Uniformity, BS = Bean Size.

      As a way of validating the cluster analysis, a two-dimensional plot of principal integral component analysis which gives an indication of parental origins of C. stenophylla, was constructed and showed five groups based on the levels of phenotypic diversity. Young leaf tip colour and leaf apex shape emerged as the preferable traits that distinguishes C. stenophylla from other coffee species (Fig. 8). Angle of lateral insertion of primaries, bean size and growth habit were categorized as one group probably due to environmental effects on wild C. stenophylla.

      Figure 8. 

      Two-dimensional plot of principal integral component analysis showing parental origins of C. stenophylla. GH = Growth Habit, SH = Stem Habit, ALIP = Angle of Lateral Insertion of Primaries, LS = Leaf Shape, YLTC = Young Leaf Tip Colour, LAS = Leaf Apex Shape, STS = Stipule Shape, FS = Fruit Shape, CLP = Calyx Limb Persistence, SS = Seed Shape, SU = Seed Uniformity, BS = Bean Size.

    • This study unraveled the existence of phenotypic diversity among the C. stenophylla from Kpumbu, Ngegeru and Kasewe using 13 morphological characters that were put forward by the International Plant Genetic Resource Institute[17]. This shows that coffee improvement programs for this special type of coffee could result in domestication from the wild, hybridization and selection of high yielding materials. In conclusion, the observed variabilities should be exploited in order to develop hybrids based on the desired traits particularly improvement in the yield of C. stenophylla. It is also essential that the morphological characteristics observed be confirmed through genetic fingerprinting.

      • The authors acknowledge the Director General of the Sierra Leone Agricultural Research Institute (SLARI), the minister and deputy minister of Agriculture and Forestry, Drs. Abubakarr Karim and Theresa Tenneh Dick, respectively for their immense support towards this study. Furthermore, we acknowledge the effort of Dr. Senesie Swaray, Messrs. Momoh Lahai, Alie Sartie, Emmanuel Lasimoh, Titus J. Musa, John Sandy, Lamin Massaquoi and Dauda Mattia who in one way another made this work a success.

      • The authors declare that they have no conflict of interest.

      • Copyright: © 2023 by the author(s). Published by Maximum Academic Press, Fayetteville, GA. This article is an open access article distributed under Creative Commons Attribution License (CC BY 4.0), visit https://creativecommons.org/licenses/by/4.0/.
    Figure (8)  Table (3) References (28)
  • About this article
    Cite this article
    Lahai PM, Aikpokpodion PO, Lahai MT, Bah MA, Gboku MLG. 2023. Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts. Beverage Plant Research 3:12 doi: 10.48130/BPR-2023-0012
    Lahai PM, Aikpokpodion PO, Lahai MT, Bah MA, Gboku MLG. 2023. Phenotypic diversity of wild Sierra Leonean coffee (Coffea stenophylla) collected from Kenema and Moyamba districts. Beverage Plant Research 3:12 doi: 10.48130/BPR-2023-0012

Catalog

  • About this article

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return