Paper · 2026 · DOAJ (DOAJ: Directory of Open Access Journals)

Statistical Optimization of Seed Coating in Arid-Zone Grass Species Used as Cover Crops in Woody Agroecosystems

Carola Meglioli; Benjamín Kuchen; Leandro Ormeño; et al.

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Open access · cc-by-sa

Abstract

Inter-row vegetative cover improves soil physicochemical properties and biodiversity but should not compete with main crop for water. Native grass species such as Leptochloa crinita (Lag.) P. M. Peterson & N. W. Snow, Pappophorum caespitosum R. E. Fr. and Digitaria californica (Benth.) Henrard var. californica provide forage value, require less water than conventional cover crops, and exhibit high tolerance to the edaphoclimatic conditions of arid regions. However, their small seed size hinders efficient handling and sowing. Seed coating increases seed size and weight, forming a pellet that improves handling, distribution, and protection. Nevertheless, limited information is available on coating techniques for small-seeded species. This study aims to optimize the coating process through a statistically designed experiment to evaluate key morphological and physiological seed traits. A Box-Behnken design was applied to optimize one compositional factor of the pellet and two operational parameters. Pellet traits such as size, heterogeneity, seed number, and residue were analyzed alongside germination and seedling development. Optimization was first carried out using edible amaranth seeds as a model organism and then validated with native grasses. The resulting models were statistically significant and allowed the identification of an optimal operational range. Germination was unaffected in single-seed pellets, and root growth was enhanced by the coating process. Overall, the proposed statistical methodology proved effective and broadly applicable for optimizing small-seed coating processes. Highlights: • The Box–Behnken design enabled the identification of an optimal and reproducible operating range, proving to be an effective tool for seed coating process optimization while requiring a limited number of experiments and maximizing informational output. • Coating small seeds significantly improved handling, overcoming the operational limitations associated with the small size of native grass seeds. • Germination was not affected in single-seed pellets, and early root growth was enhanced, indicating a positive effect of seed coating on early seedling establishment.

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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 4

Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Germination of native grass seeds was unaffected in single-seed pellets produced by the coating process.

Taxon
native grassese1
Treatment
single-seed pelletse0
Outcome
Germinatione0
Direction
unaffectede0

Not reportedComparator

Verbatim

e0

“Germination was unaffected in single-seed pellets”

✓ located verbatim in the source · abstract, characters 1380–1429 · show in text ↑
e1

“validated with native grasses”

✓ located verbatim in the source · abstract, characters 1233–1262 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Root growth of native grass seedlings was enhanced by the seed coating process.

Taxon
native grassese1
Treatment
the coating processe0
Outcome
root growthe0
Direction
enhancede0

Not reportedComparator

Verbatim

e0

“root growth was enhanced by the coating process”

✓ located verbatim in the source · abstract, characters 1435–1482 · show in text ↑
e1

“validated with native grasses”

✓ located verbatim in the source · abstract, characters 1233–1262 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Coating small seeds significantly improved handling, overcoming limitations caused by the small size of native grass seeds.

Taxon
native grasse0
Treatment
Coating small seedse0
Outcome
handlinge0
Direction
improvede0

Not reportedComparator

Verbatim

e0

“Coating small seeds significantly improved handling, overcoming the operational limitations associated with the small size of native grass seeds”

✓ located verbatim in the source · abstract, characters 1884–2028 · show in text ↑
Method / resourceobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

The statistical models from the Box-Behnken design were significant and allowed an optimal operational range for seed coating to be identified.

Outcome
optimal operational rangee0
Value
statistically significante0

Verbatim

e0

“The resulting models were statistically significant and allowed the identification of an optimal operational range”

✓ located verbatim in the source · abstract, characters 1264–1378 · show in text ↑