VARIABILITY ANALYSIS OF WILD GUATEMALAN AVOCADO GERMPLASM BASED ON AGRO-MORPHOLOGICAL TRAITS
Creators
- 1. University of San Carlos of Guatemala
- 2. Czech University of Life Sciences Prague
- 3. Swedish University of Agricultural Sciences
- 4. Rafael Landívar University
- 5. Slovak University of Agriculture
- 6. AgroBio
Description
Background. For the Guatemalan culture, the avocado (Persea americana Mill) represents more than a crop, since it has religious, mythical, economical, and medicinal significance typical of the center of domestication of the species. Although there is speculation about the wide variability of wild avocado germplasm, there are no studies describing avocado populations. Objective. To explore wild germplasm based on agro-morphological characteristics using the standardized descriptors for avocado (Persea spp.). Methodology. The distribution of characteristics of 189 avocado trees across eight populations was evaluated using cross-tabulation and Chi-square testing. In order to properly handle qualitative and quantitative data, it was employed the factor analysis of mixed data (FAMD) and hierarchical clustering on principal components (HCPC) to analyze the relationship and variation of features within and between populations. Results. The samples showed various morphological characteristics that indicate the presence of Mexican, Guatemalan, and West Indian avocado races in Guatemala. The FAMD revealed that the fruit shape, skin color and flesh texture, and anise odor in the leaves are ideal traits for distinguishing between individual trees. At the population level, the HCPC showed considerable variance amongst the studied trees but no distinct geographic groups of the samples. Implications. Although not all wild avocados grown in Guatemala are of the highest quality, several trees of extraordinary excellence are strewn over the republic's highlands. Thus, due to the danger posed by the introduction of commercial varieties, it is advisable preserving the germplasm. Conclusion. The clustering methods revealed that the 189 avocado trees could be regrouped into three main clusters. The morphological descriptors proved to be useful for grouping trees according to known races and can therefore be used in the characterization of cultivars and wild trees whose ancestry is unknown.
Translated Descriptions
Translated Description (Arabic)
الخلفية. بالنسبة للثقافة الغواتيمالية، يمثل الأفوكادو (Persea americana Mill) أكثر من مجرد محصول، نظرًا لما له من أهمية دينية وأسطورية واقتصادية وطبية نموذجية لمركز تدجين الأنواع. على الرغم من وجود تكهنات حول التباين الواسع في البلازما الجرثومية للأفوكادو البري، إلا أنه لا توجد دراسات تصف مجموعات الأفوكادو.الهدف. لاستكشاف البلازما الجرثومية البرية بناءً على الخصائص المورفولوجية الزراعية باستخدام الأوصاف الموحدة للأفوكادو (Persea spp.). المنهجية. تم تقييم توزيع خصائص 189 شجرة أفوكادو عبر ثماني مجموعات باستخدام الجدولة المتقاطعة واختبار مربع كاي. من أجل التعامل بشكل صحيح مع البيانات النوعية والكمية، تم استخدام تحليل عوامل البيانات المختلطة (FAMD) والتجميع الهرمي للمكونات الرئيسية (HCPC) لتحليل العلاقة وتباين الميزات داخل المجموعات السكانية وفيما بينها. النتائج. أظهرت العينات خصائص مورفولوجية مختلفة تشير إلى وجود أجناس أفوكادو مكسيكية وغواتيمالية وغربية هندية في غواتيمالا. كشفت FAMD أن شكل الفاكهة ولون البشرة وملمس اللحم ورائحة اليانسون في الأوراق هي سمات مثالية للتمييز بين الأشجار الفردية. على مستوى السكان، أظهر HCPC تباينًا كبيرًا بين الأشجار التي تمت دراستها ولكن لا توجد مجموعات جغرافية متميزة من العينات. الآثار. على الرغم من أن جميع الأفوكادو البري الذي يزرع في غواتيمالا ليس من أعلى مستويات الجودة، إلا أن العديد من الأشجار ذات التميز الاستثنائي تتناثر فوق مرتفعات الجمهورية. وبالتالي، نظرًا للخطر الذي يشكله إدخال الأصناف التجارية، فمن المستحسن الحفاظ على الجبلة الجرثومية. الاستنتاج. كشفت طرق التجميع أنه يمكن إعادة تجميع أشجار الأفوكادو البالغ عددها 189 شجرة في ثلاث مجموعات رئيسية. ثبت أن الأوصاف المورفولوجية مفيدة لتجميع الأشجار وفقًا للأجناس المعروفة، وبالتالي يمكن استخدامها في توصيف الأصناف والأشجار البرية التي لا يعرف أصلها.
Translated Description (English)
Background. For the Guatemalan culture, the avocado (Persea americana Mill) represents more than a crop, since it has religious, mythical, economical, and medicinal significance typical of the center of domestication of the species. Although there is speculation about the wide variability of wild avocado germplasm, there are no studies describing avocado populations. Objective. To explore wild germplasm based on agro-morphological characteristics using the standardized descriptors for avocado (Persea spp.). Methodology. The distribution of characteristics of 189 avocado trees across eight populations was evaluated using cross-tabulation and Chi-square testing. In order to properly handle qualitative and quantitative data, it was employed the factor analysis of mixed data (FAMD) and hierarchical clustering on principal components (HCPC) to analyze the relationship and variation of features within and between populations. Results. The samples showed various morphological characteristics that indicate the presence of Mexican, Guatemalan, and West Indian avocado races in Guatemala. The FAMD revealed that the fruit shape, skin color and flesh texture, and anise odor in the leaves are ideal traits for distinguishing between individual trees. At the population level, the HCPC showed considerable variance amongst the studied trees but no distinct geographic groups of the samples. Implications. Although not all wild avocados grown in Guatemala are of the highest quality, several trees of extraordinary excellence are strewn over the republic's highlands. Thus, due to the danger posed by the introduction of commercial varieties, it is advisable preserving the germplasm. Conclusion. The clustering methods revealed that the 189 avocado trees could be regrouped into three main clusters. The morphological descriptors proved to be useful for grouping trees according to known races and can therefore be used in the characterization of cultivars and wild trees whose ancestry is unknown.
Translated Description (French)
Background. For the Guatemalan culture, the avocado (Persea americana Mill) represent more than a crop, since it has religious, mythical, economical, and medicinal significance typical of the center of domestication of the species. Although there is speculation about the wide variability of wild avocado germplasm, there are no studies describing avocado populations. Objective. To explore wild germplasm based on agro-morphological characteristics using the standardized descriptors for avocado (Persea spp.). Methodology. The distribution of characteristics of 189 avocado trees across eight populations was evaluated using cross-tabulation and Chi-square testing. In order to properly handle qualitative and quantitative data, it was employed the factor analysis of mixed data (FAMD) and hierarchical clustering on principal components (HCPC) to analyze the relationhip and variation of features within and between populations. Results. The samples showed various morphological characteristics that indicate the presence of Mexican, Guatemalan, and West Indian avocat races in Guatemala. The FAMD revealed that the fruit shape, skin color and flesh texture, and anise odor in the leaves are ideal traits for distinguishing between individual trees. At the population level, the HCPC showed considerable variance amongst the studied trees but no distinct geographic groups of the samples. Implications. Although not all wild avocados grown in Guatemala are of the highest quality, several trees of extraordinary excellence are strewn over the republic' s highlands. Thus, due to the danger posed by the introduction of commercial varieties, it is advisable preserving the germplasm. Conclusion. The clustering methods revealed that the 189 avocado trees could be regrouped into three main clusters. The morphological descriptors proved to be useful for grouping trees according to known races and can therefore be used in the characterization of cultivars and wild trees whose ancestry is unknown.
Translated Description (Spanish)
Background. For the Guatemalan culture, the aguacate (Persea americana Mill) representa más que un cultivo, since it has religious, mythical, economical, and medicinal significance typical of the center of domestication of the species. Although there is speculation about the wide variability of wild aguocado germplasm, there are no studies descriping aguacate populations. Objective. To explore wild germplasm based on agro-morphological characteristics using the standardized descriptors for aguacate (Persea spp.). Methodology. The distribution of characteristics of 189 aguocado trees across eight populations was evaluated using cross-tabulation and Chi-square testing. In order to properly handle qualtive and quantitative data, it was employed the factor analysis of mixed data (FAMD) and hierarchical clustering on principal components (HCPC) to analyze the relationship and variation of features within and between populations. Results. The samples showed various morphological characteristics that indicate the presence of Mexican, Guatemalan, and West Indian avocado races in Guatemala. The FAMD revealed that the fruit shape, skin color and flesh texture, and anise odor in the leaves are ideal traits for distinguishing between individual trees. At the population level, the HCPC showed considerable variance amongst the studied trees but no distinct geographic groups of the samples. Implications. Although not all wild aguacates grown in Guatemala are of the highest quality, several trees of extraordinary excellence are strewn over the republic's highlands. Thus, due to the danger posed by the introduction of commercial varieties, it is advisable preserving the germplasm. Conclusion. The clustering methods revealed that the 189 aguacate trees could be regrouped into three main clusters. The morphological descriptors proved to be useful for grouping trees according to known races and can therefore be used in the characterization of cultivars and wild trees whose ancestry is unknown.
Files
2031.pdf
Files
(2.6 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:7c7010557dcddf654a9d0aada0fc5941
|
2.6 MB | Preview Download |
Additional details
Additional titles
- Translated title (Arabic)
- تحليل تقلبات GERMPLASM للأفوكادو البري GUATEMALAN استنادًا إلى السمات البيطرية الزراعية
- Translated title (English)
- VARIABILITY ANALYSIS OF WILD GUATEMALAN AVOCADO GERMPLASM BASED ON AGRO-MORPHOLOGICAL TRAITS
- Translated title (French)
- VARIABILITY ANALYSIS OF WILD GUATEMALAN AVOCAT GERMPLASM BASED ON AGRO-MORPHOLOGICAL TRAITS
- Translated title (Spanish)
- VARIABILITY ANALYSIS OF WILD GUATEMALAN AGUACATE GERMPLASM BASED ON AGRO-MORPHOLOGICAL TRAITS
Identifiers
- Other
- https://openalex.org/W4367856218
- DOI
- 10.56369/tsaes.4663