2021
DOI: 10.3390/genes12050783
|View full text |Cite
|
Sign up to set email alerts
|

Harnessing Crop Wild Diversity for Climate Change Adaptation

Abstract: Warming and drought are reducing global crop production with a potential to substantially worsen global malnutrition. As with the green revolution in the last century, plant genetics may offer concrete opportunities to increase yield and crop adaptability. However, the rate at which the threat is happening requires powering new strategies in order to meet the global food demand. In this review, we highlight major recent ‘big data’ developments from both empirical and theoretical genomics that may speed up the … Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
1
1
1
1

Citation Types

1
73
0

Year Published

2021
2021
2024
2024

Publication Types

Select...
6
4

Relationship

2
8

Authors

Journals

citations
Cited by 89 publications
(74 citation statements)
references
References 244 publications
(237 reference statements)
1
73
0
Order By: Relevance
“…The data generated in this work can be incorporated into genomic prediction and machine learning studies. Therefore, it can help understand the bases of the genetic adaptations of species in response to climate change and environmental stress [ 102 , 106 , 107 , 108 ] since the absorption of N can act as a factor that enhances or limits these adaptive responses [ 78 , 109 ].…”
Section: Discussionmentioning
confidence: 99%
“…The data generated in this work can be incorporated into genomic prediction and machine learning studies. Therefore, it can help understand the bases of the genetic adaptations of species in response to climate change and environmental stress [ 102 , 106 , 107 , 108 ] since the absorption of N can act as a factor that enhances or limits these adaptive responses [ 78 , 109 ].…”
Section: Discussionmentioning
confidence: 99%
“…Second, more explicit additive models such as GWAS mapping [60], and polygenetic genomic prediction (GP) will respectively enlighten the genomic architecture of drought and heat tolerance in Phaseolus beans, while improving predictions of the genomic estimated breeding values (GEBVs) in yet to be established congruity-backcross hybrid seedlings (i.e., genomic-assisted backcrossing-GABC) [60]. Given the complex nature of the heat and drought tolerances, it is foreseen that the GP and GABC approaches would outperform GWAS-type modeling [61], without meaning that the latter will be incapable to capture variants with moderate effects segregating at medium frequencies, still useful to boost more traditional and scalable marker-assisted backcrossing (MABC) initiatives [62]. Merging these approaches will eventually insight into molecular evolution and pre-breeding under heat and drought stresses [12], both at the yield and ecophysiological levels [63].…”
Section: Perspectivesmentioning
confidence: 99%
“…Sustainable forestry development must also better integrate disciplines that adjust to the particularities of each locality. In this way, it may be achievable to select elite genotypes, and identify genetically improved clones with narrow pre-adaptations [45] that can overcome the biotic adversities they face [46]. Since the XIX century, the need to harness alternatives for the conservation [47] of global tree diversity has arisen, recognizing the management of tropical forests as a key element [14].…”
Section: Major Challenges When Studying Tree Defense Responses To Biotic Stressesmentioning
confidence: 99%