Genetic and Management Effects on Barley Yield and Phenology in the Mediterranean Basin

被引:18
作者
Cammarano, Davide [1 ]
Ronga, Domenico [2 ,3 ]
Francia, Enrico [2 ]
Akar, Taner [4 ]
Al-Yassin, Adnan [5 ]
Benbelkacem, Abdelkader [6 ]
Grando, Stefania
Romagosa, Ignacio [7 ]
Stanca, Antonio Michele [2 ]
Pecchioni, Nicola [8 ]
机构
[1] Purdue Univ, Dept Agron, W Lafayette, IN 47907 USA
[2] Univ Modena & Reggio Emilia, Dept Life Sci, Ctr BIOGEST SITEIA, Reggio Emilia, Italy
[3] Univ Salerno, Dept Pharm, Fisciano, Italy
[4] Akdeniz Univ, Dept Agron, Fac Agr, Antalya, Turkey
[5] Natl Agr Res Ctr NCARE, Amman, Jordan
[6] Natl Agron Res Inst Algeria INRAA, Constantine, Algeria
[7] Univ Lleida, Agrotecnio Ctr, Lleida, Spain
[8] CREA Council Agr Res & Econ, Res Ctr Cereal & Ind Crops, Foggia, Italy
关键词
crop model; barley; genotype; management; Mediterranean; RECOMBINANT INBRED LINES; PHYSIOLOGICAL TRAITS; SIMULATION-MODELS; WHEAT; GROWTH; TEMPERATURE; VARIABILITY; RESPONSES; LOCI;
D O I
10.3389/fpls.2021.655406
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Heading time in barley is considered a key developmental stage controlling adaptation to the environment and it affects grain yield; with the combination of agronomy (planting dates) and genetics being some of the determinants of adaptation to environmental conditions in order to escape late frost, heat, and terminal drought stresses. The objectives of this study are (i) to apply a gene-based characterization of 118 barley doubled haploid recombinants for vernalization, photoperiod, and earliness per se; (ii) use such information to quantify the optimal combination of genotype/sowing date that escapes extreme weather events; and (iii) how water and nitrogen management impact on grain yield. The doubled haploid barley genotypes with different allelic combinations for vernalization, photoperiod, and earliness per se were grown in eight locations across the Mediterranean basin. This information was linked with the crop growth model parameters. The photoperiod and earliness per se alleles modify the length of the phenological cycle, and this is more evident in combination with the recessive allele of the vernalization gene VRN-H2. In hot environments such as Algeria, Syria, and Jordan, early sowing dates (October 30 and December15) would be chosen to minimize the risk of exposing barley to heat stress. To maintain higher yields in the Mediterranean basin, barley breeding activities should focus on allelic combinations that have recessive VRN-H2 and EPS2 genes, since the risk of cold stress is much lower than the one represented by heat stress.
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页数:11
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共 45 条
[1]   Heading Date Is Not Flowering Time in Spring Barley [J].
Alqudah, Ahmad M. ;
Schnurbusch, Thorsten .
FRONTIERS IN PLANT SCIENCE, 2017, 8
[2]   The impact of temperature variability on wheat yields [J].
Asseng, Senthold ;
Foster, Ian ;
Turner, Neil C. .
GLOBAL CHANGE BIOLOGY, 2011, 17 (02) :997-1012
[3]   Putting genes into genetic coefficients [J].
Baenziger, PS ;
McMaster, GS ;
Wilhelm, WW ;
Weiss, A ;
Hays, CJ .
FIELD CROPS RESEARCH, 2004, 90 (01) :133-143
[4]   A strategic and tactical management approach to select optimal N fertilizer rates for wheat in a spatially variable field [J].
Basso, Bruno ;
Ritchie, Joe T. ;
Cammarano, Davide ;
Sartori, Luigi .
EUROPEAN JOURNAL OF AGRONOMY, 2011, 35 (04) :215-222
[5]   Under what circumstances can process-based simulation models link genotype to phenotype for complex traits? Case-study of fruit and grain quality traits [J].
Bertin, Nadia ;
Martre, Pierre ;
Genard, Michel ;
Quilot, Benedicte ;
Salon, Christophe .
JOURNAL OF EXPERIMENTAL BOTANY, 2010, 61 (04) :955-967
[6]   The Importance of Being on Time: Regulatory Networks Controlling Photoperiodic Flowering in Cereals [J].
Brambilla, Vittoria ;
Gomez-Ariza, Jorge ;
Cerise, Martina ;
Fornara, Fabio .
FRONTIERS IN PLANT SCIENCE, 2017, 8
[7]   Spatial and Temporal Variability of Spring Barley Yield and Quality Quantified by Crop Simulation Model [J].
Cammarano, Davide ;
Holland, Jonathan ;
Ronga, Domenico .
AGRONOMY-BASEL, 2020, 10 (03)
[8]   Rainfall and temperature impacts on barley (Hordeum vulgare L.) yield and malting quality in Scotland [J].
Cammarano, Davide ;
Hawes, Cathy ;
Squire, Geoff ;
Holland, Jonathan ;
Rivington, Mike ;
Murgia, Teresa ;
Roggero, Pier Paolo ;
Fontana, Fabiola ;
Casa, Raffaele ;
Ronga, Domenico .
FIELD CROPS RESEARCH, 2019, 241
[9]   The impact of climate change on barley yield in the Mediterranean basin [J].
Cammarano, Davide ;
Ceccarelli, Salvatore ;
Grando, Stefania ;
Romagosa, Ignacio ;
Benbelkacem, Abdelkader ;
Akar, Tanek ;
Al-Yassin, Adnan ;
Pecchioni, Nicola ;
Francia, Enrico ;
Ronga, Domenico .
EUROPEAN JOURNAL OF AGRONOMY, 2019, 106 :1-11
[10]   Choice of selection strategy in breeding barley for stress environments [J].
Ceccarelli, S ;
Grando, S ;
Impiglia, A .
EUPHYTICA, 1998, 103 (03) :307-318