Paper · 2025 · Discover Agriculture

Factors impacting commercial carrot seed germination rates in hot water treated seed lots

Gina A. Greenway; Jeremiah Dung

6
claims
13
verbatim quotes
0
citations
1
research areas
✓
Open access · cc-by-nc-nd

Abstract

Bacterial blight of carrot ( Daucus carota L. subsp. sativus ), caused by Xanthomonas hortorum pv. carotae is a worldwide problem in carrot production systems. Due to the pervasiveness of the bacterial blight pathogen and lack of effective in-field treatment programs for its management, production of pathogen-free seed remains a challenge. Infected seed lots typically require costly post-harvest sanitation practices such as hot water treatments before the seed can be marketed. Ordinary Least Squares regression was used to build a model to improve understanding of factors that impact seed germination rates after hot water treatment. A total of 69 observations from 65 seed lots inclusive of 30 varieties produced in the Pacific Northwest from 2018 to 2022 were used for the analysis. Stressful environmental conditions characterized by the heat and haze documented during the 2021 and 2022 growing seasons did not impact post-hot water treatment germination rates, nor did hot water treatment batch size. Germination rates before hot water treatment were found to positively impact germination rates after hot water treatment. Irrigation practices were found to have an impact on post-hot water treated germination rates. On average, sprinkler irrigated seed exhibited a 1.90% higher germination rate after hot water treatment when compared to seed produced in furrow irrigated fields. When compared relative to an heirloom Nantes variety, all other varieties considered in the analysis exhibited a 3.49% lower germination rate after hot water treatment on average. Clinical trial number: Not applicable.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by-nc-nd. 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 6

Associationobservedoriginal resultno effectmeasured

Claim · model-written summary

Heat and haze during the 2021 and 2022 growing seasons did not affect post-hot water treatment germination rates

Taxon
carrotDaucus carotae0
Treatment
Stressful environmental conditionse1
Outcome
germination ratese1
Direction
no_changeinferrede1
Setting
2021 and 2022 growing seasonse1

Not reportedComparator

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e1

“Stressful environmental conditions characterized by the heat and haze documented during the 2021 and 2022 growing seasons did not impact post-hot water treatment germination rates”

✓ located verbatim in the source · abstract, characters 791–970 · show in text ↑
Associationobservedoriginal resultno effectmeasured

Claim · model-written summary

Hot water treatment batch size did not affect post-hot water treatment germination rates

Taxon
carrotDaucus carotae0
Treatment
hot water treatment batch sizee2
Outcome
germination ratese1
Direction
no_changeinferrede2

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e1

“Stressful environmental conditions characterized by the heat and haze documented during the 2021 and 2022 growing seasons did not impact post-hot water treatment germination rates”

✓ located verbatim in the source · abstract, characters 791–970 · show in text ↑
e2

“nor did hot water treatment batch size”

✓ located verbatim in the source · abstract, characters 972–1010 · show in text ↑
Associationobservedoriginal resultpositivemeasured

Claim · model-written summary

Germination rate before hot water treatment positively affected germination rate after hot water treatment

Taxon
carrotDaucus carotae0
Treatment
hot water treatmente3
Outcome
germination rates after hot water treatmente3
Direction
positivelye3

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e3

“Germination rates before hot water treatment were found to positively impact germination rates after hot water treatment”

✓ located verbatim in the source · abstract, characters 1012–1132 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Irrigation practice had an impact on germination rate after hot water treatment

Taxon
carrotDaucus carotae0
Treatment
Irrigation practicese4
Outcome
post-hot water treated germination ratese4

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e4

“Irrigation practices were found to have an impact on post-hot water treated germination rates”

✓ located verbatim in the source · abstract, characters 1134–1227 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Sprinkler irrigated seed had a 1.90% higher germination rate after hot water treatment than seed from furrow irrigated fields

Taxon
carrotDaucus carotae0
Treatment
sprinkler irrigated seede5
Outcome
germination rate after hot water treatmente5
Direction
highere5
Value
1.90%e5
Comparator
seed produced in furrow irrigated fieldse5

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e5

“sprinkler irrigated seed exhibited a 1.90% higher germination rate after hot water treatment when compared to seed produced in furrow irrigated fields”

✓ located verbatim in the source · abstract, characters 1241–1391 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Other varieties had a 3.49% lower germination rate after hot water treatment than the heirloom Nantes variety on average

Taxon
carrotDaucus carotae0
Material
all other varietiese6
Outcome
germination rate after hot water treatmente6
Direction
lowere6
Value
3.49%e6
Comparator
heirloom Nantes varietye6

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Daucus carota
Daucus carota · TaxonZeynel Cebeci · CC BY-SA 4.0 · Wikimedia Commons ↗

Verbatim

e0

“Bacterial blight of carrot”

✓ located verbatim in the source · abstract, characters 0–26 · show in text ↑
e6

“When compared relative to an heirloom Nantes variety, all other varieties considered in the analysis exhibited a 3.49% lower germination rate after hot water treatment on average”

✓ located verbatim in the source · abstract, characters 1393–1571 · show in text ↑

irrigation · growth · Daucus carota (carrot)Results differ

10 papers: 8 positive, 2 negative or no effect

7 papers in the same direction as this paper · 2 in the opposite direction

  1. no effect
  2. negative
  3. positive

6 papers more in this group

See all 10 papers →

Claims are grouped by organism, treatment and what was measured or targeted. A paper counts as positive when any of its claims in the group is positive.