Paper · 2026 · Industrial Crops and Products

A spatiotemporal modeling approach for synergistic optimizing ethephon application to enhance sugar content in sugarcane

Guanyong He; Ning Yan; Maoyao Wang; et al.

6
claims
10
verbatim quotes
0
citations
4
research areas
✓
Open access · cc-by-nc-nd

Abstract

Sugarcane is a globally important sugar crop, and stalk sugar content is a primary determinant of its industrial value. While ethephon is a commonly used ripening agent known to enhance sugarcane sugar accumulation, systematic field studies evaluating its optimal application remain limited. This research addresses this gap by presenting a detailed investigation into the field application of ethephon to maximize sugar accumulation in sugarcane. Using the medium-to-late maturing sugarcane cultivar ‘ZZ9’, this study investigated the interactive effects of ethephon application concentration, timing, and harvest time on sugar accumulation. Employing a rigorous orthogonal experimental design and Response Surface Methodology (RSM), we systematically dissected the spatial (internode-dependent) and temporal (application and harvest timing-dependent) effects governing ethephon application efficacy. Foliar application of ethephon at varied concentrations significantly enhanced sugar content in sugarcane stalks, specifically affecting these immature internodes. Spatiotemporal application of ethephon revealed optimized results: applying 400 mg/L ethephon approximately 250 days after emergence, followed by harvesting 11 days later, increased stalk sugar content by 0.73% (a 4.4% improvement over the control). Further optimization using RSM established a robust regression model, which predicted that spraying 480 mg/L ethephon at 243 days after emergence, followed by harvesting 10 days post-application, would increase Brix by 0.817% in the 4 th internode, corresponding to a 12.16% relative enhancement compared to the control. Although ethephon application slightly reduced sugarcane yield and potentially accelerated leaf senescence, these effects were outweighed by the observed improvements in sugar enhancement under optimized conditions. This study successfully elucidated the optimal application parameters for ethephon to enhance sucrose accumulation in field-grown sugarcane. These findings provide a readily applicable protocol for growers aiming to improve sugar yields, offering valuable insight for enhancing cultivation efficiency and promoting sugar industry development. • Optimized ethephon application boosts 12.16% increase of sugarcane sugar. • First evidence: ethephon’s effect concentrated in young sugarcane internodes. • Model reveals optimal ethephon protocol: 480 mg/L at 243 days, harvest 10 days post. • Strategic ethephon use enhances sugar content without significant yield reduction. • New insights into ethephon application for improved sugarcane cultivation efficiency.

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

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Foliar ethephon significantly enhanced sugar content, particularly in immature sugarcane internodes.

Taxon
sugarcanee0
Organ / stage
immature internodese0
Treatment
Foliar application of ethephon at varied concentrationse0
Outcome
sugar content in sugarcane stalkse0
Direction
enhancede0

Not reportedComparator

Verbatim

e0

“Foliar application of ethephon at varied concentrations significantly enhanced sugar content in sugarcane stalks, specifically affecting these immature internodes”

✓ located verbatim in the source · abstract, characters 902–1064 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Applying 400 mg/L ethephon around 250 days after emergence and harvesting 11 days later increased stalk sugar content by 0.73%, 4.4% over control.

Taxon
sugarcanet0
Treatment
400 mg/L ethephon approximately 250 days after emergencee0
Outcome
stalk sugar contente0
Direction
increasede0
Value
0.73%e0
Qualifier
harvesting 11 days latere0
Comparator
controle0

Verbatim

e0

“applying 400 mg/L ethephon approximately 250 days after emergence, followed by harvesting 11 days later, increased stalk sugar content by 0.73% (a 4.4% improvement over the control)”

✓ located verbatim in the source · abstract, characters 1133–1314 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 111–120 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The RSM model predicted that 480 mg/L ethephon at 243 days and harvest 10 days later would raise fourth internode Brix by 0.817%, or 12.16% over control.

Taxon
sugarcanet0
Organ / stage
4 th internodee0
Treatment
480 mg/L ethephon at 243 days after emergencee0
Outcome
Brixe0
Direction
increasee0
Value
0.817%e0
Qualifier
harvesting 10 days post-applicatione0
Comparator
controle0

Verbatim

e0

“predicted that spraying 480 mg/L ethephon at 243 days after emergence, followed by harvesting 10 days post-application, would increase Brix by 0.817% in the 4 th internode, corresponding to a 12.16% relative enhancement compared to the control”

✓ located verbatim in the source · abstract, characters 1392–1635 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 111–120 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Ethephon slightly reduced sugarcane yield.

Taxon
sugarcanee0
Treatment
ethephon applicatione0
Outcome
sugarcane yielde0
Direction
reducede0
Qualifier
slightlye0

Not reportedComparator

Verbatim

e0

“ethephon application slightly reduced sugarcane yield”

✓ located verbatim in the source · abstract, characters 1646–1699 · show in text ↑
Intervention effectauthor interpretationoriginal resultnegativemeasured

Claim · model-written summary

Ethephon potentially accelerated sugarcane leaf senescence.

Taxon
sugarcanet0
Treatment
ethephon applicatione0
Outcome
leaf senescencee0
Direction
acceleratede0
Qualifier
potentiallye0

Not reportedComparator

Verbatim

e0

“ethephon application slightly reduced sugarcane yield and potentially accelerated leaf senescence”

✓ located verbatim in the source · abstract, characters 1646–1743 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 111–120 · show in text ↑
Recommendationauthor interpretationoriginal resultpositivebasis n/a

Claim · model-written summary

The authors recommend the optimized ethephon application protocol to growers to improve sugar yields.

Taxon
sugarcanet0
Outcome
readily applicable protocol for growers aiming to improve sugar yieldse0

Verbatim

e0

“These findings provide a readily applicable protocol for growers aiming to improve sugar yields”

✓ located verbatim in the source · abstract, characters 1994–2089 · show in text ↑
t0

“sugarcane”

✓ located verbatim in the source · title, characters 111–120 · show in text ↑

(2-chloroethyl)phosphonic acid · quality: sugar starch · Saccharum officinarum (sugarcane)Results differ

14 papers: 13 positive, 1 negative or no effect

12 papers in the same direction as this paper · 1 in the opposite direction

  1. no effect
  2. positive
  3. positive

10 papers more in this group

See all 14 papers →

(2-chloroethyl)phosphonic acid · yield · Saccharum officinarum (sugarcane)Results differ

20 papers: 18 positive, 2 negative or no effect

1 paper in the same direction as this paper · 18 in the opposite direction

  1. positive
  2. positive
  3. positive

16 papers more in this group

See all 20 papers →

(2-chloroethyl)phosphonic acid · quality: postharvest · Saccharum officinarum (sugarcane)Positive and negative results

6 papers: 5 positive, 1 negative or no effect

5 in the opposite direction

  1. positive
  2. positive
  3. positive

2 papers more in this group

See all 6 papers →

application · quality: sugar starch · Saccharum officinarum (sugarcane)Results agree

25 papers: 25 positive, 0 negative or no effect

24 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

21 papers more in this group

See all 25 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.