| Literature DB >> 27446101 |
Didier Bazile1, Cataldo Pulvento2, Alexis Verniau3, Mohammad S Al-Nusairi4, Djibi Ba5, Joelle Breidy6, Layth Hassan7, Maarouf I Mohammed8, Omurbek Mambetov9, Munira Otambekova10, Niaz Ali Sepahvand11, Amr Shams12, Djamel Souici13, Khaled Miri11, Stefano Padulosi14.
Abstract
Chenopodium quinoa Willd., a high quality grain crop, is resistant to abiotic stresses (drought, cold, and salt) and offers an optimal source of protein. Quinoa represents a symbol of crop genetic diversity across the Andean region. In recent years, this crop has undergone a major expansion outside its countries of origin. The activities carried out within the framework of the International Year of Quinoa provided a great contribution to raise awareness on the multiple benefits of quinoa as well as to its wider cultivation at the global level. FAO is actively involved in promoting and evaluating the cultivation of quinoa in 26 countries outside the Andean region with the aim to strengthen food and nutrition security. The main goal of this research is to evaluate the adaptability of selected quinoa genotypes under different environments outside the Andean region. This paper presents the preliminary results from nine countries. Field evaluations were conducted during 2013/2014 and 2014/2015 in Asia (Kyrgyzstan and Tajikistan), and the Near East and North African countries (Algeria, Egypt, Iraq, Iran, Lebanon, Mauritania, and Yemen). In each country, the trials were carried out in different locations that globally represent the diversity of 19 agrarian systems under different agro-ecological conditions. Twenty-one genotypes of quinoa were tested using the same experimental protocol in all locations consisting in a randomized complete block design (RCBD) with three replicates. Some genotypes showed higher yields and the Q18 and Q12 landraces displayed greater adaptation than others to new environmental conditions. The Q21 and Q26 landraces were evaluated with stable and satisfactory levels of yield (>1 t.ha(-1)) in each of the different trial sites. This production stability is of considerable importance especially under climate change uncertainty. While these results suggest that this Andean crop is able to grow in many different environments, social, and cultural considerations remain crucial regarding its possible introduction as a staple food in new cropping systems around the world.Entities:
Keywords: Chenopodium quinoa Willd.; adaptation; agrobiodiversity; agroecology; climate change; multi-local trials; plant genetic resources; seeds
Year: 2016 PMID: 27446101 PMCID: PMC4914551 DOI: 10.3389/fpls.2016.00850
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1Location of the study sites.
General characteristics of the study sites.
| Algeria | AL1 | Biskra | 270 | 34.3 | 5.38 | Arid | Clay-Loam | 8.2 | 124 | 21.7 | 2144 | 22/09/2014 |
| Algeria | AL2 | El-oued | 25 | 33.7 | 6 | Saharian | Sandy-Loam | 7.9 | 50 | 28 | 2107 | 22/09/2014 |
| Iraq | IQ1 | Al-qurna | 2 | 30.94 | 47.45 | Arid | Clay-Loam | 7.8 | 130 | 25.07 | 2121 | 19/12/2013 |
| Iraq | IQ2 | Al diwaniyah | 24 | 32.01 | 44.89 | Arid | Clay-Loam | 7.8 | 120 | 24.48 | 1911 | 17/12/2013 |
| Yemen | YE1 | Ta'izz | 1300 | 13.3 | 44.1 | Temperate | Clay-Sandy-Loam | 8 | 175 | 26 | 1700 | 07/01/2014 |
| Yemen | YE2 | Al-kadan | 252 | 12.42 | 45 | Tropical | Clay-Sandy | 8.3 | 175 | 30 | 2100 | 09/01/2014 |
| Yemen | YE3 | Dhamar | 2700 | 14.55 | 44.4 | Temperate | Clay-Loam | 7.8 | 225 | 18 | 1300 | 07/01/2014 |
| Egypt | EG1 | Ismailia | 13 | 30.06 | 32.2 | Mediteranean | Sandy | 7.8 | 16 | 21.9 | 1800 | 15/12/2013 |
| Egypt | EG2 | Giza | 19 | 30.01 | 31.22 | Mediteranean | Clay | 7.8 | 9.2 | 20.8 | 1800 | 16/12/2013 |
| Iran | IN3 | Iranshahr | 591 | 27.2 | 60.7 | Saharian | Reg Soil-Hamada | 7.8 | 113 | 26.5 | 1500 | 24/12/2013 |
| Lebanon | LB1 | Tyr | 5 | 33.15 | 35.13 | Mediterranean | Sandy Calcareous | 8.9 | 700 | 20 | 1200 | 26/12/2013 |
| Lebanon | LB2 | Tel-amara | 925 | 33.51 | 35.59 | Semi-arid Continental | Clay | 7.9 | 550 | 15 | 1500 | 04/08/2014 |
| Lebanon | LB3 | Tarchich | 1036 | 34.88 | 36.72 | Arid continental | Clay-Loam | 7.6 | 350 | 14 | 1650 | 16/05/2014 |
| Mauritania | MA1 | Kankossa | 51 | 15.92 | −15.52 | Saharian | Sandy | 7.8 | 600 | 29 | 2400 | 30/12/2013 |
| Mauritania | MA2 | Rindao | 11 | 16.14 | −13.58 | Saharian | Loam | 7.6 | 250 | 29 | 2400 | 23/12/2013 |
| Mauritania | MA3 | Dieri | 21 | 15.52 | −12.99 | Saharian | Sandy | 7.6 | 250 | 29 | 2400 | 13/01/2014 |
| Tadjikistan | TA1 | Mukarramov | 1200 | 36 | 67 | Semi-arid Continental | Clay-Loam | 7.8 | 250 | 25 | 1200 | 06/05/2014 |
| Kyrgyzstan | KY1 | Suzak | 700 | 40.5 | 73.55 | Continental | Stained Clay Light Gray | 7.4 | 285 | 12.3 | 1406 | 01/05/2014 |
| Kyrgyzstan | KY2 | Chui | 1150 | 42.45 | 74.3 | Continental | Stained Clay Gray | 7.8 | 375 | 10.1 | 950 | 30/04/2014 |
Classification of the 21 quinoa genotypes used for trials.
| Q12 (Chile) | Sajama (Bolivia) | Regalona (Chile) |
| Q18 (Chile) | Santamaria (Bolivia) | Puno (Denmark) |
| Q19 (Chile) | Q1 (U.A.E) | Titicaca (Denmark) |
| Q21 (Chile) | Q2 (U.A.E) | |
| Q22 (Chile) | Q3 (U.A.E) | |
| Q26 (Chile) | GIZA 1 (Egypt) | |
| Q27 (Chile) | GIZA 2 (Egypt) | |
| Q29 (Chile) | SAJAMA Iranshar (Iran) | |
| Q31 (Chile) | ||
| Quinoa real (Bolivia) |
Distribution of the genotypes used for trials in the experiment plan.
| ALGERIA | ||||||||||||||||||||||||
| AL1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||
| AL2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||
| EGYPT | ||||||||||||||||||||||||
| EG1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| EG2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| IRAN | ||||||||||||||||||||||||
| IN3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| IRAQ | ||||||||||||||||||||||||
| IQ1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||||
| IQ2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||||
| KYRGYZSTAN | ||||||||||||||||||||||||
| KY1 | 1 | 1 | 1 | |||||||||||||||||||||
| KY2 | 1 | 1 | 1 | |||||||||||||||||||||
| LEBANON | ||||||||||||||||||||||||
| LB1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||||
| LB2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| LB3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | |||||||||||
| MAURITANIA | ||||||||||||||||||||||||
| MA1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||||
| MA2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||||
| MA3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||||
| TADJIKISTAN | ||||||||||||||||||||||||
| TA1 | 1 | 1 | 1 | |||||||||||||||||||||
| YEMEN | ||||||||||||||||||||||||
| YE1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||
| YE2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||
| YE3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||||||
| TOTAL Sites | 14 | 14 | 16 | 16 | 14 | 16 | 16 | 16 | 16 | 16 | 14 | 3 | 3 | 3 | 3 | 1 | 3 | 3 | 4 | 6 | 6 | |||
(“1” = presence).
Subset (16 sites × 11 genotypes) extracted from the whole data set to a posteriori generate an experiment plan that is almost complete for the ANOVA.
Example of a spreadsheet to collect data in the field.
| Date of Sowing | ||||
| Days to 2–8 true leaves | ||||
| Days to budding stage | ||||
| Days to the beginning of flowering | ||||
| Days to 50% flowering | ||||
| Days to maturity | ||||
| Date of harvesting | ||||
| No. days from planting to harvest | ||||
| Plant height (cm) | ||||
| Number of branches/plant | ||||
| 1000-seed weight (g) | ||||
| Weight of the main head (g) | ||||
| Width of panicle (cm) | ||||
| Length of panicle (cm) | ||||
| Panicle color | ||||
| Germination Rate (%) | ||||
| Number of plants on the harvest area (nb/m2) | ||||
| Seed yield/plant (g) | ||||
| Seed yield/ha (ton) | ||||
Figure 2Results of the one-way analysis of variance conducted to test for differences in square-root yield across sites, leaving the between-genotype variability in the residual variance.
Figure 3Results of the one-way analysis of variance conducted to test for differences in square-root yield across genotypes, leaving the between-site variability in the residual variance.
Figure 4Number of occurrences of plots by yields' classes in t.ha.