Abstract
Climate change is threatening crop yield of a broad range of agricultural species, impacting global food security and trade. Crop wild relatives may contain climate adaptations that can be quickly introduced into cultivars, especially in perennial tree crops that use rootstock. Identifying climate resilient genotypes that can potentially be used as alternative rootstock is imperative to mitigate the impacts of climate change. Here, we used whole genome sequence data of 59 wild Juglans hindsii (Northern California black walnut) and 39 wild J. californica (Southern California black walnut) adult trees to: (i) determine predicted adaptedness to future climate based on landscape genomic models, (ii) explore their adaptedness if used as rootstock in existing walnut orchards and (iii) identify potential future planting sites within existing croplands. Wild J. hindsii has the highest predicted adaptedness to the future climate of Northern and Central California walnut orchards, while wild J. californica has the highest predicted adaptedness to Southern and Central California walnut orchards. Juglans californica has high adaptedness to the future climate of more existing cropland than J. hindsii does. If walnut farmers wanted to test new rootstock sources for their existing orchards or convert their farmland into walnut orchards, this study informs the exploration of such ideas. We illustrate how landscape genomic tools can be utilized in agricultural contexts as first steps in identifying climate adapted genotypes.
Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗
The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.
Claims 3
Claim · model-written summary
Wild J. hindsii had the highest predicted adaptation to future climate in Northern and Central California walnut orchards.
- Taxon
- J. hindsii
Juglans hindsiie0 - Outcome
- predicted adaptednesse0
- Direction
- higheste0
- Setting
- Northern and Central California walnut orchardse0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“Wild J. hindsii has the highest predicted adaptedness to the future climate of Northern and Central California walnut orchards”
Claim · model-written summary
Wild J. californica had the highest predicted adaptation to future climate in Southern and Central California walnut orchards.
- Taxon
- J. californica
Juglans californicae0 - Outcome
- predicted adaptednesse0
- Direction
- higheste0
- Setting
- Southern and Central California walnut orchardse0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“wild J. californica has the highest predicted adaptedness to Southern and Central California walnut orchards”
Claim · model-written summary
J. californica was predicted to suit more existing cropland under future climate than J. hindsii.
- Taxon
- Juglans californica
Juglans californicae0 - Outcome
- adaptedness to the future climate of more existing croplande0
- Direction
- moree0
- Comparator
- J. hindsiie0
Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Verbatim
e0“Juglans californica has high adaptedness to the future climate of more existing cropland than J. hindsii does”