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Keywords = date palm (Phoenix dactylifera L.)

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14 pages, 3877 KB  
Article
The Complete Plastome of ‘Mejhoul’ Date Palm: Genomic Markers and Varietal Identification
by Monther T. Sadder, Anfal Alashoush, Nihad Alsmairat and Anwar Haddad
Int. J. Mol. Sci. 2025, 26(23), 11603; https://doi.org/10.3390/ijms262311603 - 29 Nov 2025
Viewed by 49
Abstract
Next-generation sequencing technology was employed to read and assemble the complete plastid genome of the ‘Mejhoul’ date palm cultivar (Phoenix dactylifera L.). The genome consisted of 158,436 base pairs (bp) with a GC content of 37.24%, and it included 95 protein-coding genes, [...] Read more.
Next-generation sequencing technology was employed to read and assemble the complete plastid genome of the ‘Mejhoul’ date palm cultivar (Phoenix dactylifera L.). The genome consisted of 158,436 base pairs (bp) with a GC content of 37.24%, and it included 95 protein-coding genes, 44 tRNA genes, and eight rRNA genes. The plastome of five ‘Mejhoul’ genotypes from Jordan was compared with three genotypes from the USA, Morocco, and the UAE. It revealed 91 single-nucleotide polymorphisms (SNPs) and 23 insertions–deletions (InDels); the majority of them (62%) were located in intergenic regions, while the remaining variants were located in intragenic regions, including tRNA and rRNA genes. When the plastomes of all eight ‘Mejhoul’ genotypes were aligned, along with major cultivars ‘Barhee’ and ‘Khalas’, 24 SNPs and 23 InDels could be found. This would enable the development of a cultivar-specific fingerprint test for authentication. The phylogenetic tree was constructed using seventeen date palm cultivars. The phylogenetic analysis places ‘Mejhoul’ as a lineage derived within Clade I rather than as an early-diverging cultivar, suggesting it shares a more recent common ancestor with ‘Deglet Noor’ and ‘Barhee’. Full article
(This article belongs to the Special Issue Genomics, Genetics, and the Future of Fruit Improvement)
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15 pages, 1570 KB  
Article
Effect of Pollen Storage Duration on Stainability, Fruit Set, and Physical Traits in Date Palm (Phoenix dactylifera L.) Cultivar ‘Mejhoul’
by Ricardo Salomón-Torres, Mohammed Aziz Elhoumaizi, Carlos Zambrano-Reyes, Abdelouahhab Alboukhari Zaid, Yohandri Ruisanchez-Ortega, Laura Patricia Peña-Yam and María Melissa Gutiérrez-Pacheco
Plants 2025, 14(20), 3189; https://doi.org/10.3390/plants14203189 - 17 Oct 2025
Viewed by 689
Abstract
Asynchronous flowering between male and female date palms (Phoenix dactylifera L.) makes pollen storage a practical necessity for growers, especially for cultivars like ‘Mejhoul’, which require artificial pollination. This study examined the stainability of pollen as an indicator of cytoplasmic integrity, from [...] Read more.
Asynchronous flowering between male and female date palms (Phoenix dactylifera L.) makes pollen storage a practical necessity for growers, especially for cultivars like ‘Mejhoul’, which require artificial pollination. This study examined the stainability of pollen as an indicator of cytoplasmic integrity, from four male date plant pollen donor genotypes (‘Mejhoul’, ‘Deglet Nour’, ‘Khadrawy’, and ‘Zahidi’) stored at 4 °C for different durations (fresh, one-year, and two-year storage) and their effects on fruit set and physical fruit characteristics of the Mejhoul cultivar in Mexico. Pollen stainability was assessed in vitro using 1% acetocarmine. Fruit and seed set percentages were evaluated as indicators of the practical effectiveness of stored pollen under field conditions, but not as direct measures of viability. Results showed that fresh pollen exhibited the highest stainability (91.2–95.6%), followed by one-year-stored pollen (59.4–68.3%), and two-year-stored pollen (38.8–45.4%). Fruit set percentages were highest with fresh pollen (63.8–81.7%), decreasing with storage duration. ‘Deglet Nour’ pollen consistently showed superior compatibility with ‘Mejhoul’ females. Physical fruit characteristics (weight, length, diameter) and seed traits were minimally affected by reduced pollen stainability, indicating that there were enough viable grains for effective pollination. The study also observed Metaxenia and Xenia effects, where pollen genotypes influenced fruit and seed size. Overall, these findings suggest that pollen stored at 4 °C for short and medium terms can be used in Mejhoul production, but longer storage significantly reduces efficacy, recommending sub-zero temperatures for extended preservation. Full article
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17 pages, 2535 KB  
Article
Morphological and Molecular Characterization of Arbuscular Mycorrhizal Fungi from the Rhizosphere of Date Palm (Phoenix dactylifera L.) in the Oasis of Figuig, Morocco
by Elmostafa Gagou, Claire Guérin, Khadija Chakroune, Mahmoud Abbas, Touria Lamkami, Mondher El Jaziri and Abdelkader Hakkou
Diversity 2025, 17(10), 710; https://doi.org/10.3390/d17100710 - 14 Oct 2025
Viewed by 664
Abstract
This study presents the first molecular characterization of arbuscular mycorrhizal fungi (AMF) isolated from single-spore cultures in Morocco, specifically from the rhizosphere of date palm (Phoenix dactylifera L.) in the Figuig oasis. Nine indigenous AMF isolates were successfully established and identified through [...] Read more.
This study presents the first molecular characterization of arbuscular mycorrhizal fungi (AMF) isolated from single-spore cultures in Morocco, specifically from the rhizosphere of date palm (Phoenix dactylifera L.) in the Figuig oasis. Nine indigenous AMF isolates were successfully established and identified through an integrative approach combining spore morphology with ribosomal DNA region sequencing (SSU–ITS–LSU). Morphological and phylogenetic analyses revealed that the isolates belonged mainly to the genera Rhizophagus and Glomus. These results provide new insights into AMF diversity in arid Moroccan ecosystems and establish a reference collection of indigenous isolates with potential applications. In particular, they open opportunities for developing bio-inoculants that can improve date palm growth, enhance resilience to environmental stresses, and contribute to sustainable agriculture and soil restoration in oasis systems. Full article
(This article belongs to the Section Microbial Diversity and Culture Collections)
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4 pages, 193 KB  
Proceeding Paper
The Antioxidant Power of an Algerian Dry Date Variety Phoenix dactylifera L.
by Hadria Mansour-Djaalab, Imene Djaalab, Samia Haffaf and Foulla Riachi
Biol. Life Sci. Forum 2025, 49(1), 10; https://doi.org/10.3390/blsf2025049010 - 26 Sep 2025
Viewed by 329
Abstract
The date palm (Phoenix dactylifera L.), which is the pivot of oasian agriculture, offers a range of agricultural by-products, which remain very poorly exploited and are still used in a traditional way in animal rations. Date waste or dry dates are the [...] Read more.
The date palm (Phoenix dactylifera L.), which is the pivot of oasian agriculture, offers a range of agricultural by-products, which remain very poorly exploited and are still used in a traditional way in animal rations. Date waste or dry dates are the result of sorting after harvest, accounting for 25% of annual date production. This co-product of poor quality and low market value has been shown to be rich in various secondary metabolites endowed with antioxidant and anti-radical properties. In order to make the most of Algerian oasian flora, a potential source of bioactive natural molecules, a chemical and biological study of three parts of the fruit of the Phoenix dactylifera plant (‘N’ stone, ‘P’ pulp and ‘N + P’ whole dates) was carried out. The bioactivities of hydro-methanolic extracts were assessed by determining antioxidant activity. The date pulp ‘P’ showed better anti-free radical activity with the DPPH test (p < 0.01). The bioactive substances isolated in the stone fractions ‘N’ showed excellent antioxidant activity with the ABTS test (p < 0.05). Moreover, the raw extract of N showed excellent antioxidant activity superior to that of the standard BHT with the CUPRAC test (p < 0.001). The fruits of Phoenix dactylifera and mainly the stones ‘N’ have excellent antioxidant activity and abundant secondary metabolites, which could provide corroborating evidence in terms of the potential elimination of free radicals from the fruit. Full article
42 pages, 1850 KB  
Review
Date Palm (Phoenix dactylifera L.) Fruit: Strategic Crop for Food Security, Nutritional Benefits, Postharvest Quality, and Valorization into Emerging Functional Products
by Nasser Al-Habsi
Sustainability 2025, 17(16), 7491; https://doi.org/10.3390/su17167491 - 19 Aug 2025
Cited by 3 | Viewed by 5924
Abstract
Date palm (Phoenix dactylifera L.) is a vital crop cultivated primarily in developing regions, playing a strategic role in global food security through its significant contribution to nutrition, economy, and livelihoods. Global and regional production trends revealed increasing demand and expanded cultivation [...] Read more.
Date palm (Phoenix dactylifera L.) is a vital crop cultivated primarily in developing regions, playing a strategic role in global food security through its significant contribution to nutrition, economy, and livelihoods. Global and regional production trends revealed increasing demand and expanded cultivation areas, underpinning the fruit’s importance in national food security policies and economic frameworks. The date fruit’s rich nutritional profile, encompassing carbohydrates, dietary fiber, minerals, and bioactive compounds, supports its status as a functional food with health benefits. Postharvest technologies and quality preservation strategies, including temperature-controlled storage, advanced drying, edible coatings, and emerging AI-driven monitoring systems, are critical to reducing losses and maintaining quality across diverse cultivars and maturity stages. Processing techniques such as drying, irradiation, and cold plasma distinctly influence sugar composition, texture, polyphenol retention, and sensory acceptance, with cultivar- and stage-specific responses guiding optimization efforts. The cold chain and innovative packaging solutions, including vacuum and modified atmosphere packaging, along with biopolymer-based edible coatings, enhance storage efficiency and microbial safety, though economic and practical constraints remain, especially for smallholders. Microbial contamination, a major challenge in date fruit storage and export, is addressed through integrated preservation approaches combining thermal, non-thermal, and biopreservative treatment. However, gaps in microbial safety data, mycotoxin evaluation, and regulatory harmonization hinder broader application. Date fruit derivatives such as flesh, syrup, seeds, press cake, pomace, and vinegar offer versatile functional roles across food systems. They improve nutritional value, sensory qualities, and shelf life in bakery, dairy, meat, and beverage products while supporting sustainable waste valorization. Emerging secondary derivatives like powders and extracts further expand the potential for clean-label, health-promoting applications. This comprehensive review underscores the need for multidisciplinary research and development to advance sustainable production, postharvest management, and value-added utilization of date palm fruits, fostering enhanced food security, economic benefits, and consumer health worldwide. Full article
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17 pages, 1414 KB  
Article
Comparative Genomics and Draft Genome Assembly of the Elite Tunisian Date Palm Cultivar Deglet Nour: Insights into the Genetic Variations Linked to Fruit Ripening and Quality Traits
by Rahma Zarkouna, Afifa Hachef, Carmine Fruggiero, Gaetano Aufiero, Davide D’Angelo, Hedia Bourguiba, Maha Mezghani-Khemakhem, Nunzio D’Agostino and Salwa Zehdi-Azouzi
Int. J. Mol. Sci. 2025, 26(14), 6844; https://doi.org/10.3390/ijms26146844 - 16 Jul 2025
Viewed by 875
Abstract
The date palm (Phoenix dactylifera L.) is a key crop in the arid regions of North Africa and the Middle East, with substantial socioeconomic value. Although multiple genome assemblies have been generated using next-generation sequencing (NGS) technologies, they primarily focus on Middle [...] Read more.
The date palm (Phoenix dactylifera L.) is a key crop in the arid regions of North Africa and the Middle East, with substantial socioeconomic value. Although multiple genome assemblies have been generated using next-generation sequencing (NGS) technologies, they primarily focus on Middle Eastern cultivars, leaving North African varieties unrepresented. This study aims to address this gap by sequencing and assembling the first genome of a North African date palm using Illumina sequencing technology. We present a draft genome assembly of the elite Tunisian variety Deglet Nour. By comparing it with the Barhee BC4 reference genome, we identify key genetic variants, including single nucleotide polymorphisms (SNPs) and insertions/deletions (INDELs), potentially associated with ripening processes and fruit quality. This work expands the genomic resources for date palm research, particularly for North African cultivars, and provides new insights into the nucleotide-level variability of the genes linked to key agronomic traits. Full article
(This article belongs to the Section Molecular Genetics and Genomics)
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17 pages, 4475 KB  
Article
Performance of Carbon Fiber-Reinforced Date Palm Midrib Composites
by Mohammad Hassan Mazaherifar, Octavia Zeleniuc, Camelia Cerbu, Sergiu-Valeriu Georgescu, Antonela Lungu and Camelia Coșereanu
Fibers 2025, 13(5), 57; https://doi.org/10.3390/fib13050057 - 7 May 2025
Viewed by 1560
Abstract
This paper evaluates the performance of composites made from date palm (Phoenix dactylifera L.) midribs reinforced with carbon fiber. Two types of adhesives—unsaturated polyester and epoxy resin—were used as binder for the experimental panels. The physical properties and mechanical strength of the [...] Read more.
This paper evaluates the performance of composites made from date palm (Phoenix dactylifera L.) midribs reinforced with carbon fiber. Two types of adhesives—unsaturated polyester and epoxy resin—were used as binder for the experimental panels. The physical properties and mechanical strength of the composites, as a function of fiber types, lamination configuration, as well as adhesive types, were determined. The density levels of the panels made using epoxy and unsaturated polyester resin were found to be 1103 kg/m3 and 1133 kg/m3, respectively. Panels made using polyester adhesive had 6.05% and 3.98% for water absorption and thickness swelling values, respectively. Corresponding values of 3.09% and 6.35% were found for the panels made using epoxy resin. Mechanical properties of the samples revealed that carbon fiber-reinforced epoxy hybrids offer superior mechanical performance, whereas polyester-based hybrids may be more suitable for impact-resistant applications. Stereo-microscopy and vertical density profile (VDP) analysis of the panels resulted in variations in layer adhesion and density distribution. Based on the findings in this work, carbon fiber-reinforced epoxy-bonded hybrid panels exhibited superior mechanical properties, while those panels made using polyester-based binder would be more suitable where impact resistance is desired. The combination of date palm fibers and carbon fiber presents significant potential for sustainable applications, offering a balance of strength and durability. Full article
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22 pages, 6171 KB  
Article
Alginate Beads with Encapsulated Date Palm Pollen Extract: Development, Characterization and Their Potential Role in Hepato-Protection and Fertility-Stimulating Hormones Improvement in Bisphenol A-Treated Rats
by Karem Fouda and Rasha S. Mohamed
Polymers 2025, 17(7), 912; https://doi.org/10.3390/polym17070912 - 28 Mar 2025
Cited by 2 | Viewed by 1365
Abstract
The goal of this study was to design polymeric beads with a core of date palm pollen (DPP, Phoenix dactylifera L.) extract using the ionic gelation method and then assess the effects of the extract in combination with alginate polymer (alginate/DPP beads) on [...] Read more.
The goal of this study was to design polymeric beads with a core of date palm pollen (DPP, Phoenix dactylifera L.) extract using the ionic gelation method and then assess the effects of the extract in combination with alginate polymer (alginate/DPP beads) on the profile of phenolic compounds, their in vitro controlled release, as well as their antioxidant characteristics, and potential role in hepato-protection and fertility-stimulating hormones improvement in bisphenol A (BPA)-treated rats. The encapsulation efficiency (EE) was 94.27 ± 1.47%. The study found that phenolic release was highest (89.81%) at pH 7.4 (simulated intestinal fluid) and lowest (59.43%) at pH 2 (simulated stomach fluid) after 3 h. This particular type of bead also exhibited significant antioxidant activity, phenolic component content, and flavonoid content. The estimated phenolic content was 66.48 mg GAE/g, with methyl gallate, gallic acid, and naringenin as the main components. In vivo evaluation findings revealed that both doses of alginate/DPP beads (delivering 250 and 350 mg/kg of extract per day) significantly protected the liver (as demonstrated by downregulated liver function parameters), improved levels of male fertility-stimulating hormones, reduced oxidative stress parameters and inflammatory cytokines, and protected both liver and testicular tissues from BPA-induced changes. Thus, the actions of alginate/DPP beads make them a promising choice for antioxidant, liver-protecting, and male hormone-enhancing hydrogels. Full article
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14 pages, 3474 KB  
Article
Indigenous Arbuscular Mycorrhizal Fungi Consortium Enhances Growth and Protects Boufeggous Gharas Date Palm Against Fusarium oxysporum f. sp. albedinis Infection in Figuig Oasis (Morocco)
by Elmostafa Gagou, Halima Bouchentouf, Khadija Chakroune, Mahmoud Abbas, Touria Lamkami, Mondher El Jaziri and Abdelkader Hakkou
Int. J. Plant Biol. 2025, 16(1), 20; https://doi.org/10.3390/ijpb16010020 - 6 Feb 2025
Cited by 1 | Viewed by 1609
Abstract
An indigenous consortium of arbuscular mycorrhizal fungi (AMF) from the Figuig oasis in southern Morocco, comprising Rhizophagus sp., Funneliformis sp., Acaulospora sp., Sclerocystis sp., and Scutellospora sp., was evaluated for its effects on the growth and sensitivity of Phoenix dactylifera L. variety (cv. [...] Read more.
An indigenous consortium of arbuscular mycorrhizal fungi (AMF) from the Figuig oasis in southern Morocco, comprising Rhizophagus sp., Funneliformis sp., Acaulospora sp., Sclerocystis sp., and Scutellospora sp., was evaluated for its effects on the growth and sensitivity of Phoenix dactylifera L. variety (cv. Boufeggous Gharas) to Fusarium oxysporum f. sp. Albedinis (Foa), the causal agent of Bayoud disease. Despite its high fruit quality and local appreciation, the Boufeggous Gharas variety is highly susceptible to Foa and is currently at risk of extinction, underscoring the urgent need for its sustainable management. The results demonstrated that Boufeggous Gharas seedlings inoculated with a consortium of indigenous AMF showed significantly improved shoot and root length, leaf number, and biomass as compared to non-mycorrhized seedlings. In contrast, Foa-infected seedlings showed significantly reduced growth, with a 46.6% decrease in shoot height and a 50.4% reduction in root length compared to non-infected seedlings. Interestingly, AMF inoculation mitigated this sensitivity to Foa, significantly restoring growth parameters. Seedlings treated with AMF + Foa showed a 51% increase in shoot height and a 61% improvement in root length, along with over 100% gains in shoot and root biomass compared to seedlings infected solely with Foa. This study provides the first evidence of integrating AMF into sustainable date palm cultivation practices to mitigate the impacts of biotic stresses, thereby promoting the preservation and valorization of vulnerable date palm varieties. The protective effects of AMF are attributed to improved nutrient uptake, enhanced root architecture, and systemic resistance induced by AMF colonization. Full article
(This article belongs to the Section Plant–Microorganisms Interactions)
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14 pages, 1109 KB  
Article
Isolation of Actinobacteria from Date Palm Rhizosphere with Enzymatic, Antimicrobial, Antioxidant, and Protein Denaturation Inhibitory Activities
by Maria Smati, Amina Bramki, Fatima Zohra Makhlouf, Rihab Djebaili, Beatrice Farda, Fatima Zohra Abdelhadi, Nahla Abdelli, Mahmoud Kitouni and Marika Pellegrini
Biomolecules 2025, 15(1), 65; https://doi.org/10.3390/biom15010065 - 5 Jan 2025
Viewed by 1969
Abstract
Arid ecosystems constitute a promising source of actinobacteria producing new bioactive molecules. This study aimed to explore different biological activities of actinomycetes isolated from the rhizosphere of Phoenix dactylifera L. in the Ghardaia region, Algeria. A total of 18 actinobacteria were isolated and [...] Read more.
Arid ecosystems constitute a promising source of actinobacteria producing new bioactive molecules. This study aimed to explore different biological activities of actinomycetes isolated from the rhizosphere of Phoenix dactylifera L. in the Ghardaia region, Algeria. A total of 18 actinobacteria were isolated and studied for their enzymatic and antimicrobial activities. All isolates shared cellulase and catalase activity; most of them produced amylase (94%), esterase (84%), lecithinase and lipoproteins (78%), caseinase (94%), and gelatinase (72%). The isolates could coagulate (56%) or peptonize (28%) skim milk. Overall, 72% of the isolates exhibited significant antibacterial activity against at least one test bacteria, while 56% demonstrated antifungal activity against at least one test fungi. Based on enzyme production and antimicrobial activity, isolate SGI16 was selected for secondary metabolite extraction by ethyl acetate. The crude extract of SGI16 was analyzed using DPPH and BSA denaturation inhibition tests, revealing significant antioxidant power (IC50 = 7.24 ± 0.21 μg mL−1) and protein denaturation inhibitory capacity (IC50 = 492.41 ± 0.47 μg mL−1). Molecular identification based on 16S rDNA analysis showed that SGI16 belonged to the genus Streptomyces. The findings highlight that date palms’ rhizosphere actinobacteria are a valuable source of biomolecules of biotechnological interest. Full article
(This article belongs to the Section Natural and Bio-derived Molecules)
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12 pages, 2687 KB  
Article
Non-Destructive Monitoring of External Quality of Date Palm Fruit (Phoenix dactylifera L.) During Frozen Storage Using Digital Camera and Flatbed Scanner
by Younes Noutfia, Ewa Ropelewska, Zbigniew Jóźwiak and Krzysztof Rutkowski
Sensors 2024, 24(23), 7560; https://doi.org/10.3390/s24237560 - 27 Nov 2024
Cited by 3 | Viewed by 1485
Abstract
The emergence of new technologies focusing on “computer vision” has contributed significantly to the assessment of fruit quality. In this study, an innovative approach based on image analysis was used to assess the external quality of fresh and frozen ‘Mejhoul’ and ‘Boufeggous’ date [...] Read more.
The emergence of new technologies focusing on “computer vision” has contributed significantly to the assessment of fruit quality. In this study, an innovative approach based on image analysis was used to assess the external quality of fresh and frozen ‘Mejhoul’ and ‘Boufeggous’ date palm cultivars stored for 6 months at −10 °C and −18 °C. Their quality was evaluated, in a non-destructive manner, based on texture features extracted from images acquired using a digital camera and flatbed scanner. The whole process of image processing was carried out using MATLAB R2024a and Q-MAZDA 23.10 software. Then, extracted features were used as inputs for pre-established algorithms–groups within WEKA 3.9 software to classify frozen date fruit samples after 0, 2, 4, and 6 months of storage. Among 599 features, only 5 to 36 attributes were selected as powerful predictors to build desired classification models based on the “Functions-Logistic” classifier. The general architecture exhibited clear differences in classification accuracy depending mainly on the frozen storage period and imaging device. Accordingly, confusion matrices showed high classification accuracy (CA), which could reach 0.84 at M0 for both cultivars at the two frozen storage temperatures. This CA indicated a remarkable decrease at M2 and M4 before re-increasing by M6, confirming slight changes in external quality before the end of storage. Moreover, the developed models on the basis of flatbed scanner use allowed us to obtain a high correctness rate that could attain 97.7% in comparison to the digital camera, which did not exceed 85.5%. In perspectives, physicochemical attributes can be added to developed models to establish correlation with image features and predict the behavior of date fruit under storage. Full article
(This article belongs to the Special Issue Artificial Intelligence and Key Technologies of Smart Agriculture)
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11 pages, 7413 KB  
Article
In Vitro Initiation, Regeneration, and Characterization of Plants Derived from Mature Tetraploid Floral Explants of Date Palm (Phoenix dactylifera L.)
by Ahmed Othmani, Amel Sellemi, Monia Jemni, Karim Kadri, Leen Leus and Stefaan P. O. Werbrouck
Horticulturae 2024, 10(11), 1206; https://doi.org/10.3390/horticulturae10111206 - 15 Nov 2024
Cited by 1 | Viewed by 2055
Abstract
A stable tetraploid date palm mutant with the potential for increased fruit size was recovered from a sectorial di-tetraploid chimera via the in vitro culture of flower explants. Callus was induced using 2,4-D, followed by shoot regeneration on a medium containing NAA and [...] Read more.
A stable tetraploid date palm mutant with the potential for increased fruit size was recovered from a sectorial di-tetraploid chimera via the in vitro culture of flower explants. Callus was induced using 2,4-D, followed by shoot regeneration on a medium containing NAA and BAP and rooting with IBA. Regenerated plantlets, confirmed as tetraploid via flow cytometry, were acclimatized and grown for six years. The leaves of tetraploids exhibited significantly wider petiole bases, thicker rachis and spines, broader leaflets, and a more intense green leaf color compared to diploids. However, leaf length, spine count, and overall leaf number were reduced. This is the first report of successful tetraploid recovery from a chimeric date palm, demonstrating the potential of this technique to generate novel germplasm and highlighting the phenotypic differences associated with tetraploidy in this species. Full article
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24 pages, 2934 KB  
Article
Modeling the Performance Parameters of Pollen Grains of Male Date Palms Using an Artificial Neural Network Based on the Mineral Composition and Morphological Properties of Their Leaves
by Saleh M. Al-Sager, Mahmoud Abdel-Sattar, Rashid S. Al-Obeed, Saad S. Almady and Abdulwahed M. Aboukarima
Horticulturae 2024, 10(7), 741; https://doi.org/10.3390/horticulturae10070741 - 13 Jul 2024
Cited by 2 | Viewed by 1674
Abstract
One of the key factors for sustainability in agricultural systems, particularly, for cultivation of date palms, is the identification of the performance parameters of the pollen grains of male date palms (Phoenix dactylifera L.). This study was carried out to predict the [...] Read more.
One of the key factors for sustainability in agricultural systems, particularly, for cultivation of date palms, is the identification of the performance parameters of the pollen grains of male date palms (Phoenix dactylifera L.). This study was carried out to predict the performance parameters of pollen grains using an artificial neural network (ANN) model. The morphological features of spathe length, spathe weight, number of pinnae per leaf, leaf length, leaf width, length of the pinna part, pinna length, pinna width, length of the spathe stem, and spathe width, as well as the concentrations of minerals such as Mg, N, K, P, and Ca in their leaves were used as inputs to the ANN model. For this purpose, we collected the required data from nine male date palms grown in Saudi Arabia. The ANN model utilized in this work included an input layer with 15 parameters, a hidden layer of 30 neurons, and an output layer with 8 neurons. The ANN model was trained with 27 patterns. Seven patterns were utilized for testing purposes. The coefficient of determination (R2) obtained between the observed and predicted performance parameters’ values using the testing dataset was 0.902 for the number of strands per spathe, 0.967 for strand length, 0.963 for the number of flowers per strand, 0.941 for the number of flowers per spathe, 0.985 for the weight of pollen grains per spathe, 0.810 for the pollen grains’ viability, 0.936 for the pollen grains’ length, and 0.992 for the pollen grains’ width. The length of the spathe stem had the most critical effect on how the ANN model predicted the values of the dependent variables, i.e., the number of strands per spathe, with a percentage of contribution of 17.66%; the weight of pollen grains per spathe, with 17.85%; the pollen grains’ length, with 19.78%, and the pollen grains’ width, with a percentage of contribution of 30.59%. Spathe weight had the most critical influence on strand length and pollen grains’ viability, with percentages of 26.29% and 14.92%, respectively. Leaf width had the most critical effect on the number of flowers per spathe, with a percentage of 12.55%. The elemental concentration of K in the male date palm leaves had the most critical effect on the number of flowers per strand, with a percentage of 13.98%. It was therefore concluded that using a modeling process with the ANN technique can help estimate the performance parameters of male date palms’ pollen grains for different purposes, such as providing a starting point for mathematical analyses associated with the physiological mechanisms of male date palm. Moreover, the outcomes of this research work can be supportive as a practical tool in this field of study. Full article
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16 pages, 5403 KB  
Article
In Vitro and Molecular Docking Studies of Antiglycation Potential of Phenolic Compounds in Date Palm (Phoenix dactylifera L.) Fruit: Exploring Local Varieties in the Food Industry
by Abdoussadeq Ouamnina, Abderrahim Alahyane, Imane Elateri, Mourad Ouhammou and Mohamed Abderrazik
Horticulturae 2024, 10(6), 657; https://doi.org/10.3390/horticulturae10060657 - 20 Jun 2024
Cited by 8 | Viewed by 2461
Abstract
The Moroccan date-growing sector is rich in a wide diversity of varieties but faces major challenges, notably the undervaluation of certain varieties intended mainly for animal feed. In this study, our objective was to evaluate the antiglycation activity of four date varieties, including [...] Read more.
The Moroccan date-growing sector is rich in a wide diversity of varieties but faces major challenges, notably the undervaluation of certain varieties intended mainly for animal feed. In this study, our objective was to evaluate the antiglycation activity of four date varieties, including three low-market-value varieties and one high-market-value variety, harvested during two seasons (2021 and 2022). In addition, to improve our knowledge of the antiglycation potential, molecular docking analyses were carried out. The results of the antiglycation activity of the date extracts showed strong activity, particularly for the ‘Khalt Khal’ variety, which showed a 50% inhibition concentration (IC50) of 1.83 mg/mL and 2 mg/mL in 2021 and 2022, respectively. In addition, the molecular docking analysis also showed the possible link between the bioactive compounds identified and their mechanisms of action. Our findings suggest new evidence for the antiglycation properties of the bioactive compounds present in dates. These results suggest the use of these varieties as a source of bioactive molecules or as a food additive. This could make it possible to create medicines or food products with a high commercial value using dates, which could help to treat the complications associated with glycation. Full article
(This article belongs to the Special Issue Flavor Biochemistry of Horticultural Plants)
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15 pages, 5946 KB  
Article
A Route for Bioenergy in the Sahara Region: Date Palm Waste Valorization through Updraft Gasification
by Mohammed Djaafri, Fethya Salem, Slimane Kalloum, Umberto Desideri, Pietro Bartocci, Mostefa Khelafi, Abdulaziz E. Atabani and Arianna Baldinelli
Energies 2024, 17(11), 2520; https://doi.org/10.3390/en17112520 - 23 May 2024
Cited by 5 | Viewed by 2054
Abstract
The Adrar region (Algeria) has a total of 397,800 date palm trees (Phoenix dactylifera L.). Due to annual palm cleaning, large quantities of lignocellulosic biomass are produced. Depending on the variety, an average of 65 kg of biowaste is obtained per palm [...] Read more.
The Adrar region (Algeria) has a total of 397,800 date palm trees (Phoenix dactylifera L.). Due to annual palm cleaning, large quantities of lignocellulosic biomass are produced. Depending on the variety, an average of 65 kg of biowaste is obtained per palm tree. Since the value of this biowaste is underrated, most of the palms are burned outdoors, causing air and visual pollution. This work explores the gasification potential of lignocellulosic waste from date palms (Phoenix dactylifera L. Takarbouche variety) into useful energy. The technology investigated is air updraft fixed-bed gasification, thanks to an originally designed and built reactor, with the capability to process 1 kg of feedstock. Four types of palm waste—namely, palms, petioles, bunch, and bunch peduncles—are first characterized (bulk density, proximate analysis, fixed carbon, elemental composition, and calorific value) and then used as feedstock for two gasification tests each. The syngas produced for the four date palm wastes is combustible, with an outlet temperature between 200 and 400 °C. The operating temperature inside the gasifier varies according to the feature of the biomass cuts (from 174 °C for the peduncles to 557 °C for palms). The experimental setup is also equipped with a cyclone, allowing for the recovery of some of the tar produced during the tests. Finally, the results show that the residence time has a positive effect on the conversion rate of date palm waste, which can significantly increase it to values of around 95%. Full article
(This article belongs to the Special Issue Advances in Fuels and Combustion)
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