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Lopes MS, Royo C, Alvaro F, Sanchez-Garcia M, Ozer E, Ozdemir F, Karaman M, Roustaii M, Jalal-Kamali MR, Pequeno D. Optimizing Winter Wheat Resilience to Climate Change in Rain Fed Crop Systems of Turkey and Iran. Front Plant Sci 2018; 9:563. [PMID: 29765385 PMCID: PMC5938555 DOI: 10.3389/fpls.2018.00563] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2017] [Accepted: 04/10/2018] [Indexed: 05/19/2023]
Abstract
Erratic weather patterns associated with increased temperatures and decreasing rainfall pose unique challenges for wheat breeders playing a key part in the fight to ensure global food security. Within rain fed winter wheat areas of Turkey and Iran, unusual weather patterns may prevent attaining maximum potential increases in winter wheat genetic gains. This is primarily related to the fact that the yield ranking of tested genotypes may change from one year to the next. Changing weather patterns may interfere with the decisions breeders make about the ideotype(s) they should aim for during selection. To inform breeding decisions, this study aimed to optimize major traits by modeling different combinations of environments (locations and years) and by defining a probabilistic range of trait variations [phenology and plant height (PH)] that maximized grain yields (GYs; one wheat line with optimal heading and height is suggested for use as a testing line to aid selection calibration decisions). Research revealed that optimal phenology was highly related to the temperature and to rainfall at which winter wheat genotypes were exposed around heading time (20 days before and after heading). Specifically, later winter wheat genotypes were exposed to higher temperatures both before and after heading, increased rainfall at the vegetative stage, and reduced rainfall during grain filling compared to early genotypes. These variations in exposure to weather conditions resulted in shorter grain filling duration and lower GYs in long-duration genotypes. This research tested if diversity within species may increase resilience to erratic weather patterns. For the study, calculated production of a selection of five high yielding genotypes (if grown in five plots) was tested against monoculture (if only a single genotype grown in the same area) and revealed that a set of diverse genotypes with different phenologies and PHs was not beneficial. New strategies of progeny selection are discussed: narrow range of variation for phenology in families may facilitate the discovery and selection of new drought-resistant and avoidant wheat lines targeting specific locations.
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Affiliation(s)
- Marta S. Lopes
- The International Maize and Wheat Improvement Center (CIMMYT), Ankara, Turkey
| | - Conxita Royo
- Sustainable Field Crops Program, Institute for Food and Agricultural Research and Technology (IRTA), Lleida, Spain
| | - Fanny Alvaro
- Sustainable Field Crops Program, Institute for Food and Agricultural Research and Technology (IRTA), Lleida, Spain
| | | | - Emel Ozer
- Bahri Dagdas International Agricultural Research Institute, Konya, Turkey
| | - Fatih Ozdemir
- Bahri Dagdas International Agricultural Research Institute, Konya, Turkey
| | - Mehmet Karaman
- GAP Uluslararası Tarımsal Araştırma Ve Eğitim Merkezi Müdürlüğü (GAPUTAEM), Diyarbakir, Turkey
| | - Mozaffar Roustaii
- Dryland Agricultural Research Institute (DARI), AREEO, Maragheh, Iran
| | - Mohammad R. Jalal-Kamali
- Global Wheat Program, The International Maize and Wheat Improvement Center (CIMMYT), Seed and Plant Improvement Institute Campus, Karaj, Iran
| | - Diego Pequeno
- Socioeconomics Program, The International Maize and Wheat Improvement Center (CIMMYT), Texcoco, Mexico
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Reynolds MP, Pask AJD, Hoppitt WJE, Sonder K, Sukumaran S, Molero G, Pierre CS, Payne T, Singh RP, Braun HJ, Gonzalez FG, Terrile II, Barma NCD, Hakim A, He Z, Fan Z, Novoselovic D, Maghraby M, Gad KIM, Galal EG, Hagras A, Mohamed MM, Morad AFA, Kumar U, Singh GP, Naik R, Kalappanavar IK, Biradar S, Sai Prasad SV, Chatrath R, Sharma I, Panchabhai K, Sohu VS, Mavi GS, Mishra VK, Balasubramaniam A, Jalal-Kamali MR, Khodarahmi M, Dastfal M, Tabib-Ghaffari SM, Jafarby J, Nikzad AR, Moghaddam HA, Ghojogh H, Mehraban A, Solís-Moya E, Camacho-Casas MA, Figueroa-López P, Ireta-Moreno J, Alvarado-Padilla JI, Borbón-Gracia A, Torres A, Quiche YN, Upadhyay SR, Pandey D, Imtiaz M, Rehman MU, Hussain M, Hussain M, Ud-Din R, Qamar M, Sohail M, Mujahid MY, Ahmad G, Khan AJ, Sial MA, Mustatea P, von Well E, Ncala M, de Groot S, Hussein AHA, Tahir ISA, Idris AAM, Elamein HMM, Manes Y, Joshi AK. Correction to: Strategic crossing of biomass and harvest index-source and sink-achieves genetic gains in wheat. Euphytica 2018; 214:9. [PMID: 31187787 DOI: 10.1007/s10681-017-2040-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 10/13/2017] [Indexed: 05/22/2023]
Abstract
[This corrects the article DOI: 10.1007/s10681-017-2040-z.].
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Affiliation(s)
- Matthew P Reynolds
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Alistair J D Pask
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | | | - Kai Sonder
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Sivakumar Sukumaran
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Gemma Molero
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Carolina Saint Pierre
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Thomas Payne
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Ravi P Singh
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Hans J Braun
- 1International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | | | - Ignacio I Terrile
- 3Instituto Nacional de Tecnología Agropecuaria, Pergamino, Argentina
| | - Naresh C D Barma
- 4Bangladesh Agricultural Research Institute, Gazipur, Bangladesh
| | - Abdul Hakim
- 4Bangladesh Agricultural Research Institute, Gazipur, Bangladesh
| | | | - Zheru Fan
- 6Xinjiang Academy of Agricultural Science, Wulumuqi, China
| | | | | | | | | | - Adel Hagras
- Field Crops Research Institute, Cairo, Egypt
| | | | | | | | | | - Rudra Naik
- 12University of Agricultural Sciences, Dharwad, India
| | | | - Suma Biradar
- 12University of Agricultural Sciences, Dharwad, India
| | | | - Ravish Chatrath
- Indian Institute of Wheat and Barley Research, Karnal, India
| | - Indu Sharma
- Indian Institute of Wheat and Barley Research, Karnal, India
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ernesto Solís-Moya
- 21Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | - Miguel A Camacho-Casas
- 21Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | - Pedro Figueroa-López
- 21Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | - Javier Ireta-Moreno
- 21Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | | | - Alberto Borbón-Gracia
- 21Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | | | | | | | - Deepak Pandey
- Nepal Agriculture Research Council, Bhairahawa, Nepal
| | | | | | - Manzoor Hussain
- Regional Agricultural Research Institute, Bahawalpur, Pakistan
| | - Makhdoom Hussain
- 26Wheat Research Institute, Ayub Agricultural Research Institute, Faisalabad, Pakistan
| | - Riaz Ud-Din
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Maqsood Qamar
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Muhammad Sohail
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Muhammad Y Mujahid
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Gulzar Ahmad
- Cereal Crop Research Institute, Nowshera-Pirsabak, Pakistan
| | - Abdul J Khan
- Nuclear Institute for Food and Agriculture, Tarnab-Peshawar, Pakistan
| | | | - Pompiliu Mustatea
- National Agricultural Research and Development Institute, Fundulea, Romania
| | | | - Moses Ncala
- Small Grain Institute, Bethlehem, South Africa
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3
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Reynolds MP, Pask AJD, Hoppitt WJE, Sonder K, Sukumaran S, Molero G, Pierre CS, Payne T, Singh RP, Braun HJ, Gonzalez FG, Terrile II, Barma NCD, Hakim A, He Z, Fan Z, Novoselovic D, Maghraby M, Gad KIM, Galal EG, Hagras A, Mohamed MM, Morad AFA, Kumar U, Singh GP, Naik R, Kalappanavar IK, Biradar S, Sai Prasad SV, Chatrath R, Sharma I, Panchabhai K, Sohu VS, Mavi GS, Mishra VK, Balasubramaniam A, Jalal-Kamali MR, Khodarahmi M, Dastfal M, Tabib-Ghaffari SM, Jafarby J, Nikzad AR, Moghaddam HA, Ghojogh H, Mehraban A, Solís-Moya E, Camacho-Casas MA, Figueroa-López P, Ireta-Moreno J, Alvarado-Padilla JI, Borbón-Gracia A, Torres A, Quiche YN, Upadhyay SR, Pandey D, Imtiaz M, Rehman MU, Hussain M, Hussain M, Ud-Din R, Qamar M, Sohail M, Mujahid MY, Ahmad G, Khan AJ, Sial MA, Mustatea P, von Well E, Ncala M, de Groot S, Hussein AHA, Tahir ISA, Idris AAM, Elamein HMM, Manes Y, Joshi AK. Correction to: Strategic crossing of biomass and harvest index-source and sink-achieves genetic gains in wheat. Euphytica 2017; 214:9. [PMID: 31187787 PMCID: PMC6445510 DOI: 10.1007/s10681-017-2086-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 10/13/2017] [Indexed: 05/24/2023]
Abstract
[This corrects the article DOI: 10.1007/s10681-017-2040-z.].
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Affiliation(s)
- Matthew P. Reynolds
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Alistair J. D. Pask
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | | | - Kai Sonder
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Sivakumar Sukumaran
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Gemma Molero
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Carolina Saint Pierre
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Thomas Payne
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Ravi P. Singh
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | - Hans J. Braun
- International Maize and Wheat Improvement Center (CIMMYT), Apdo, 6-641, 06600 Mexico, DF Mexico
| | | | | | | | - Abdul Hakim
- Bangladesh Agricultural Research Institute, Gazipur, Bangladesh
| | | | - Zheru Fan
- Xinjiang Academy of Agricultural Science, Wulumuqi, China
| | | | | | | | | | - Adel Hagras
- Field Crops Research Institute, Cairo, Egypt
| | | | | | | | | | - Rudra Naik
- University of Agricultural Sciences, Dharwad, India
| | | | - Suma Biradar
- University of Agricultural Sciences, Dharwad, India
| | | | - Ravish Chatrath
- Indian Institute of Wheat and Barley Research, Karnal, India
| | - Indu Sharma
- Indian Institute of Wheat and Barley Research, Karnal, India
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Ernesto Solís-Moya
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | | | - Pedro Figueroa-López
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | - Javier Ireta-Moreno
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | | | - Alberto Borbón-Gracia
- Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias, Mexico, Mexico
| | | | | | | | - Deepak Pandey
- Nepal Agriculture Research Council, Bhairahawa, Nepal
| | | | | | - Manzoor Hussain
- Regional Agricultural Research Institute, Bahawalpur, Pakistan
| | - Makhdoom Hussain
- Wheat Research Institute, Ayub Agricultural Research Institute, Faisalabad, Pakistan
| | - Riaz Ud-Din
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Maqsood Qamar
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Muhammad Sohail
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Muhammad Y. Mujahid
- Crop Sciences Research Institute, National Agricultural Research Council, Islamabad, Pakistan
| | - Gulzar Ahmad
- Cereal Crop Research Institute, Nowshera-Pirsabak, Pakistan
| | - Abdul J. Khan
- Nuclear Institute for Food and Agriculture, Tarnab-Peshawar, Pakistan
| | | | - Pompiliu Mustatea
- National Agricultural Research and Development Institute, Fundulea, Romania
| | | | - Moses Ncala
- Small Grain Institute, Bethlehem, South Africa
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