Paper · 2025 · Discover Life

Responses of cotton yield and water productivity to irrigation management: assessment of economic costs, interactive effects of deficit irrigation water and soil types

Zhangjin; Rajesh Kumar Soothar; Sajid Usman Shar; et al.

9
claims
18
verbatim quotes
8
citations
3
research areas
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Open access · cc-by-nc-nd

Abstract

Water scarcity emerges as a prominent threat to the vegetative and reproductive phases of cotton plants. However, water deficit stress induces a reduction in stomatal conductance, altering the interplay between plant water and nutrients, and Irrigation water productivity (IWP). The relationship between IWP and cotton yield under deficit irrigation remains unclear in the irrigated area of Hyderabad, Sindh, Pakistan. The experiment was conducted at experimental stations of Agriculture Research Institute in Tandojam at two different sites during the cotton growing season 2022. The design of this study was based on a split-plot in RCBD including five deficit water stress levels (control treatment (existing irrigation practice 75 mm of water irrigation −1 ), 20% drought stress of existing irrigation, 20% drought stress of existing irrigation practice at alternate irrigation (even), 30% drought stress of existing irrigation practice and 20% drought stress of existing irrigation practice at alternate irrigation) and soil types. The findings revealed significant differences in soil moisture contents (SMCs) across all treatments, with a notable reduction in plant height and yield correlating with increased water stress. Despite variations in water stress and soil types affecting the number of opened bolls, the cotton yield and IWP demonstrated a decline, though not significantly under certain irrigation treatments. Across the deficit irrigation levels, 20% drought stress of existing irrigation practice at alternate irrigation (even) could significantly decrease yield by 6% and reduce IWP by 5% as compared to control treatment. However, the maximum IWP was recorded in the silt loam as compared to silt clay loam, respectively. The validation and calibration method of the CROPGROW-DSSAT model was designed to estimate cotton yield and IWP. The substantial R 2 value indicates a strong concordance between the model-calibrated and observed data, signifying the CROPGROW-DSSAT model’s ability to simulate cotton yield and WUE under deficit irrigation strategies within the specific regional climate conditions of Hyderabad. Therefore, it is suggested that the specific deficit irrigation strategies may maintain cotton yield production while reducing water usage, with variations observed between different soil types.

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 9

Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Twenty percent drought stress at alternate irrigation could significantly decrease cotton yield by 6% compared with the control treatment.

Treatment
20% drought stress of existing irrigation practice at alternate irrigation (even)e1
Outcome
yielde1
Direction
decreasee1
Value
6%e1
Qualifier
coulde1
Comparator
control treatmente1

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e1

“20% drought stress of existing irrigation practice at alternate irrigation (even) could significantly decrease yield by 6% and reduce IWP by 5% as compared to control treatment”

✓ located verbatim in the source · abstract, characters 1468–1644 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Twenty percent drought stress at alternate irrigation could reduce irrigation water productivity by 5% compared with the control treatment.

Treatment
20% drought stress of existing irrigation practice at alternate irrigation (even)e1
Outcome
IWPe1
Direction
reducee1
Value
5%e1
Comparator
control treatmente1

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e1

“20% drought stress of existing irrigation practice at alternate irrigation (even) could significantly decrease yield by 6% and reduce IWP by 5% as compared to control treatment”

✓ located verbatim in the source · abstract, characters 1468–1644 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The maximum irrigation water productivity was recorded in silt loam compared with silt clay loam.

Treatment
silt loame2
Outcome
IWPe2
Direction
maximume2
Comparator
silt clay loame2

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e2

“the maximum IWP was recorded in the silt loam as compared to silt clay loam”

✓ located verbatim in the source · abstract, characters 1655–1730 · show in text ↑
Observationobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Soil moisture contents differed significantly across all irrigation treatments.

Outcome
soil moisture contents (SMCs)e3

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e3

“The findings revealed significant differences in soil moisture contents (SMCs) across all treatments”

✓ located verbatim in the source · abstract, characters 1037–1137 · show in text ↑
Associationobservedoriginal resultnegativemeasured

Claim · model-written summary

Plant height and yield were reduced as water stress increased.

Treatment
increased water stresse4
Outcome
plant height and yielde4
Direction
reductione4

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e4

“a notable reduction in plant height and yield correlating with increased water stress”

✓ located verbatim in the source · abstract, characters 1144–1229 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

The number of opened bolls was affected by water stress and soil types.

Treatment
water stress and soil typese5
Outcome
number of opened bollse5

Not reportedDirection

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e5

“Despite variations in water stress and soil types affecting the number of opened bolls”

✓ located verbatim in the source · abstract, characters 1231–1317 · show in text ↑
Associationobservedoriginal resultnegativenot significant (as stated)measured

Claim · model-written summary

Cotton yield and irrigation water productivity declined, though not significantly under certain irrigation treatments.

Treatment
irrigation treatmentse6
Outcome
cotton yield and IWPe6
Direction
declinee6

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e6

“the cotton yield and IWP demonstrated a decline, though not significantly under certain irrigation treatments”

✓ located verbatim in the source · abstract, characters 1319–1428 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

The CROPGROW-DSSAT model calibration showed strong concordance with observed cotton data.

Outcome
concordance between the model-calibrated and observed datae7
Comparator
observed datae7

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e7

“The substantial R 2 value indicates a strong concordance between the model-calibrated and observed data”

✓ located verbatim in the source · abstract, characters 1859–1962 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Specific deficit irrigation strategies may maintain cotton yield while reducing water use.

Outcome
maintain cotton yield production while reducing water usagee1

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

Gossypium hirsutum
Gossypium hirsutum · TaxonChriKo · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“cotton”

✓ located verbatim in the source · title, characters 13–19 · show in text ↑
e1

“it is suggested that the specific deficit irrigation strategies may maintain cotton yield production while reducing water usage”

✓ located verbatim in the source · abstract, characters 2152–2279 · show in text ↑

drought · physiology: water · Gossypium hirsutum (cotton)Results differ

36 papers: 14 positive, 22 negative or no effect

21 papers in the same direction as this paper · 14 in the opposite direction

  1. positive
    Adapted leaves reached zero turgor at lower water potential than unstressed plants.

    Osmoregulation in Cotton in Response to Water Stress · 1981 · compared with plants that had never experienced a water stress

    Opposite direction

  2. positive
  3. positive

32 papers more in this group

See all 36 papers →

drought · yield · Gossypium hirsutum (cotton)Positive and negative results

82 papers: 19 positive, 63 negative or no effect

62 papers in the same direction as this paper · 19 in the opposite direction

  1. positive
  2. positive
  3. positive

78 papers more in this group

See all 82 papers →

irrigation · physiology: water · Gossypium hirsutum (cotton)Positive and negative results

131 papers: 110 positive, 21 negative or no effect

20 papers in the same direction as this paper · 110 in the opposite direction

  1. negative
    Excess early irrigation reduced seasonal water use efficiency.

    Cotton Irrigation Timing with Variable Seasonal Irrigation Capacities in the Texas South Plains · 2015 · compared with treatments with limited or no early irrigations

    Same directionCited by this paper

  2. positive
  3. positive

127 papers more in this group

See all 131 papers →

irrigation · yield · Gossypium hirsutum (cotton)Positive and negative results

399 papers: 304 positive, 95 negative or no effect

94 papers in the same direction as this paper · 304 in the opposite direction

  1. positive
  2. positive
  3. positive

395 papers more in this group

See all 399 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.