Gossypium hirsutum 153,492 claims

Claim · model-written summary

Analyses support the Yucatán Peninsula (México) as the center of domestication of cotton, from which perennial forms and later annualized cultivars were derived.

Taxon

cottonGossypium hirsutumt0

Outcome

center of domesticatione0

Setting

Yucatán Peninsula (México)e0

Verbatim

t0

“cotton”

e0

“the Yucatán Peninsula (México) is the center of domestication”

Claim · model-written summary

Population structure and phylogenomic analyses indicate that northwestern Yucatán harbors greater genetic diversity than smaller, dispersed populations in northeastern Yucatán and the Caribbean basin.

Taxon

cottonGossypium hirsutumt0

Outcome

genetic diversitye0

Comparator

smaller, geographically dispersed populations in northeastern Yucatán and the Caribbean basine0

Setting

northwestern Yucatáne0

Verbatim

t0

“cotton”

e0

“northwestern Yucatán harbors greater genetic diversity relative to smaller, geographically dispersed populations in northeastern Yucatán and the Caribbean basin”

Claim · model-written summary

Genetic load and transposable element burden are lowest in northwestern Yucatán relative to other regions.

Taxon

cottonGossypium hirsutumt0

Outcome

Genetic load and transposable element burdene0

Comparator

other regionse0

Setting

northwestern Yucatáne0

Verbatim

t0

“cotton”

e0

“Genetic load and transposable element burden also are the lowest in northwestern Yucatán relative to other regions”

Claim · model-written summary

Populations from Florida and elsewhere in the Caribbean basin maintain unique pockets of diversity.

Taxon

cottonGossypium hirsutumt0

Outcome

unique pockets of diversitye0

Setting

Florida and elsewhere in the Caribbean basine0

Verbatim

t0

“cotton”

e0

“Populations from Florida and elsewhere in the Caribbean basin maintain unique pockets of diversity”

Claim · model-written summary

Selection analyses suggest cotton domestication involved long-term accumulation of mutations with relatively minor phenotypic effects rather than a punctuated process involving major domestication genes.

Taxon

cottonGossypium hirsutume0

Outcome

cotton domesticatione0

Qualifier

long-term accumulation of mutations with relatively minor phenotypic effectse0

Verbatim

e0

“Analyses of selection suggest that cotton domestication entailed long-term accumulation of mutations with relatively minor phenotypic effects”

Claim · model-written summary

The MHRE ensemble performed best for rice and cotton and significantly outperformed the individual models RF, XGBoost, CatBoost and LightGBM.

Taxon

rice and cottonGossypium hirsutumOryza sativae1

Outcome

optimal performancee1

Direction

outperforminge1

Comparator

individual modelse1

Verbatim

e1

“Results demonstrated MHRE’s optimal performance for rice and cotton, significantly outperforming individual models (RF, XGBoost, CatBoost, and LightGBM)”

Claim · model-written summary

For cotton yield, MHRE substantially improved prediction (R2 = 0.82, RMSE = 0.33 t ha−1) over the best individual model RF (R2 = 0.77, RMSE = 0.36 t ha−1).

Taxon

cottonGossypium hirsutume1

Outcome

yield trait predictione1

Direction

substantially improvede1

Value

R2 = 0.82, RMSE = 0.33 t ha−1e1

Qualifier

RF: R2 = 0.77, RMSE = 0.36 t ha−1e1

Comparator

best individual modele1

Verbatim

e1

“for cotton, MHRE substantially improved yield trait prediction (R2 = 0.82, RMSE = 0.33 t ha−1) compared to the best individual model (RF: R2 = 0.77, RMSE = 0.36 t ha−1)”

Claim · model-written summary

For cotton, accuracy for bolls per plant was the highest of the traits (R2 = 0.93, RMSE = 2.27 bolls plant−1).

Taxon

CottonGossypium hirsutumt0

Outcome

bolls per plant accuracye1

Direction

higheste1

Value

R2 = 0.93, RMSE = 2.27 bolls plant−1e1

Verbatim

e1

“bolls per plant accuracy was highest (R2 = 0.93, RMSE = 2.27 bolls plant−1)”

t0

“Rice and Cotton”

Claim · model-written summary

The crop-specific MHRE model for cotton was robust across three cotton varietal groups.

Taxon

cottonGossypium hirsutume1

Outcome

robuste1

Value

three cottone1

Verbatim

e1

“robust across five rice and three cotton varietal groups”

Claim · model-written summary

Chemical topping plus pruning increased sympodial branches by up to 38% in late-sown cotton.

Taxon

cottonGossypium hirsutumt0

Treatment

Chemical topping plus pruninge1

Outcome

sympodial branchese1

Direction

increasede1

Value

38%e1

Not reportedComparator

Verbatim

t0

“late-sown cotton”

e1

“Chemical topping plus pruning increased sympodial branches up to 38%”