Paper · 2024 · Agronomy

Modeling the Effects of Irrigation and Its Interaction with Silicon on Quinoa Seed Yield and Water Use Efficiency in Arid Regions

Amira M. El-Tahan; Mohamed Emran; Fatmah A. Safhi; et al.

18
claims
44
verbatim quotes
2
citations
3
research areas
✓
Open access · cc-by

Abstract

Despite quinoa (Chenopodium quinoa Willd.) gaining international popularity in the early 21st century for its nutritional benefits, there remains a critical need to optimize its cultivation practices in arid regions. Current research often overlooks the combined effects of supplemental irrigation and foliar treatments on quinoa’s yield and water efficiency, particularly under challenging environmental conditions like those in Borg El-Arab, Egypt. Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023 to determine the influence of supplemental irrigation (rainfed, 2000, and 4000 m3/hectare, respectively) and foliar spraying of sodium silicate (control, 200, and 400 ppm) on yield, yield components, seed quality, and water usage efficiency in quinoa cv. Chibaya grown in arid lands. Three replications were used in a split-plot design. The main plots were designated for irrigation, while the subplots were designated for foliar spraying. The results indicate that applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment. There were no significant differences between irrigation with the rate of 4000 m3 or 2000 m3/hectare on biological yield kg/hectare, N (%), P (mg/100 g), and protein (%). The utilization of sodium silicate had no significance on all studied features except for straw yield kg ha−1 at the rate of 200 or 400 ppm. The results regarding the RAPD1 primer revealed that the 2000+0 silicon treatment was the only treatment that resemble the control with no up- or downregulated fragment. Moreover, 20 upregulated fragments were observed in all treatments, while 19 DNA fragments were downregulated. Furthermore, the results obtained regarding the RAPD2 primer revealed that 53 fragments were upregulated and 19 downregulated. Additionally, the RAPD3 primer demonstrated that 40 DNA fragments were upregulated, whereas 18 downregulated DNA fragments were detected. It may be inferred that the application of irrigation at a rate of 4000 m3 ha−1 might serve as a supplemental irrigation method. Spraying sodium silicate at a 400 mg L−1 concentration could alleviate the dry climate on the Egyptian shore.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. 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 18

Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Irrigation at 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5% compared with the control.

Treatment
applying irrigation at a rate of 4000 m3/hectaree1
Outcome
leaf dry weight per plante1
Direction
increasede1
Value
23.5%e1
Comparator
control treatmente1
Setting
Borg El-Arab, Alexandria, Egypte0

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e0

“Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023”

✓ located verbatim in the source · abstract, characters 451–568 · show in text ↑
e1

“applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment”

✓ located verbatim in the source · abstract, characters 1035–1309 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Irrigation at 4000 m3/hectare significantly increased stem dry weight per plant by 18.7% compared with the control.

Treatment
applying irrigation at a rate of 4000 m3/hectaree1
Outcome
stem dry weight per plante1
Direction
increasede1
Value
18.7%e1
Comparator
control treatmente1
Setting
Borg El-Arab, Alexandria, Egypte0

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e0

“Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023”

✓ located verbatim in the source · abstract, characters 451–568 · show in text ↑
e1

“applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment”

✓ located verbatim in the source · abstract, characters 1035–1309 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Irrigation at 4000 m3/hectare significantly increased total dry weight per 25 plants by 21.4% compared with the control.

Treatment
applying irrigation at a rate of 4000 m3/hectaree1
Outcome
total dry weight per 25 plantse1
Direction
increasede1
Value
21.4%e1
Comparator
control treatmente1
Setting
Borg El-Arab, Alexandria, Egypte0

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e0

“Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023”

✓ located verbatim in the source · abstract, characters 451–568 · show in text ↑
e1

“applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment”

✓ located verbatim in the source · abstract, characters 1035–1309 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Irrigation at 4000 m3/hectare significantly increased leaf area per plant by 19.2% compared with the control.

Treatment
applying irrigation at a rate of 4000 m3/hectaree1
Outcome
leaf area per plante1
Direction
increasede1
Value
19.2%e1
Comparator
control treatmente1
Setting
Borg El-Arab, Alexandria, Egypte0

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e0

“Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023”

✓ located verbatim in the source · abstract, characters 451–568 · show in text ↑
e1

“applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment”

✓ located verbatim in the source · abstract, characters 1035–1309 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Irrigation at 4000 m3/hectare significantly increased straw yield by 26.8% compared with the control.

Treatment
applying irrigation at a rate of 4000 m3/hectaree1
Outcome
straw yielde1
Direction
increasede1
Value
26.8%e1
Comparator
control treatmente1
Setting
Borg El-Arab, Alexandria, Egypte0

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e0

“Field studies were conducted in Borg El-Arab, Alexandria, Egypt, during the winter seasons of 2021/2022 and 2022/2023”

✓ located verbatim in the source · abstract, characters 451–568 · show in text ↑
e1

“applying irrigation at a rate of 4000 m3/hectare significantly increased leaf dry weight per plant by 23.5%, stem dry weight per plant by 18.7%, total dry weight per 25 plants by 21.4%, leaf area per plant by 19.2%, and straw yield by 26.8% compared to the control treatment”

✓ located verbatim in the source · abstract, characters 1035–1309 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Irrigation at 4000 versus 2000 m3/hectare did not significantly change biological yield, N and P content.

Treatment
irrigation with the rate of 4000 m3e2
Outcome
biological yield kg/hectare, N (%), P (mg/100 g)e2
Comparator
2000 m3/hectaree2

Not reportedDirection

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e2

“There were no significant differences between irrigation with the rate of 4000 m3 or 2000 m3/hectare on biological yield kg/hectare, N (%), P (mg/100 g), and protein (%)”

✓ located verbatim in the source · abstract, characters 1311–1480 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Irrigation at 4000 versus 2000 m3/hectare did not significantly change protein content.

Treatment
irrigation with the rate of 4000 m3e2
Outcome
protein (%)e2
Comparator
2000 m3/hectaree2

Not reportedDirection

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e2

“There were no significant differences between irrigation with the rate of 4000 m3 or 2000 m3/hectare on biological yield kg/hectare, N (%), P (mg/100 g), and protein (%)”

✓ located verbatim in the source · abstract, characters 1311–1480 · show in text ↑
Intervention effectobservedoriginal resultno effectnot significant (as stated)measured

Claim · model-written summary

Sodium silicate spraying had no significant effect on the studied features.

Treatment
sodium silicatee3
Outcome
all studied featurese3

Not reportedComparatorDirection

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e3

“The utilization of sodium silicate had no significance on all studied features except for straw yield kg ha−1 at the rate of 200 or 400 ppm”

✓ located verbatim in the source · abstract, characters 1482–1621 · show in text ↑
Intervention effectobservedoriginal resultsignificant (as stated)measured

Claim · model-written summary

Sodium silicate at 200 or 400 ppm significantly affected straw yield.

Treatment
at the rate of 200 or 400 ppme3
Outcome
straw yield kg ha−1e3

Not reportedComparatorDirection

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e3

“The utilization of sodium silicate had no significance on all studied features except for straw yield kg ha−1 at the rate of 200 or 400 ppm”

✓ located verbatim in the source · abstract, characters 1482–1621 · show in text ↑
Intervention effectobservedoriginal resultno effectmeasured

Claim · model-written summary

Only the 2000+0 silicon treatment resembled the control in RAPD fragment pattern, with no up- or downregulated fragment.

Treatment
2000+0 silicone4
Outcome
up- or downregulated fragmente4
Qualifier
RAPD1 primere2
Comparator
controle4

Not reportedDirection

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e4

“the 2000+0 silicon treatment was the only treatment that resemble the control with no up- or downregulated fragment”

✓ located verbatim in the source · abstract, characters 1676–1791 · show in text ↑
e2

“The results regarding the RAPD1 primer”

✓ located verbatim in the source · abstract, characters 1623–1661 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD1 primer detected 20 upregulated fragments across all treatments.

Outcome
fragmentse5
Direction
upregulatede5
Value
20e5
Qualifier
RAPD1 primere2

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e5

“20 upregulated fragments were observed in all treatments, while 19 DNA fragments were downregulated”

✓ located verbatim in the source · abstract, characters 1803–1902 · show in text ↑
e2

“The results regarding the RAPD1 primer”

✓ located verbatim in the source · abstract, characters 1623–1661 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD1 primer detected 19 downregulated DNA fragments.

Outcome
DNA fragmentse5
Direction
downregulatede5
Value
19e5
Qualifier
RAPD1 primere2

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e5

“20 upregulated fragments were observed in all treatments, while 19 DNA fragments were downregulated”

✓ located verbatim in the source · abstract, characters 1803–1902 · show in text ↑
e2

“The results regarding the RAPD1 primer”

✓ located verbatim in the source · abstract, characters 1623–1661 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD2 primer detected 53 upregulated fragments.

Outcome
fragmentse6
Direction
upregulatede6
Value
53e6
Qualifier
RAPD2 primere6

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e6

“the results obtained regarding the RAPD2 primer revealed that 53 fragments were upregulated and 19 downregulated”

✓ located verbatim in the source · abstract, characters 1917–2029 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD2 primer detected 19 downregulated fragments.

Outcome
fragmentse6
Direction
downregulatede6
Value
19e6
Qualifier
RAPD2 primere6

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e6

“the results obtained regarding the RAPD2 primer revealed that 53 fragments were upregulated and 19 downregulated”

✓ located verbatim in the source · abstract, characters 1917–2029 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD3 primer detected 40 upregulated DNA fragments.

Outcome
DNA fragmentse7
Direction
upregulatede7
Value
40e7
Qualifier
RAPD3 primere7

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e7

“the RAPD3 primer demonstrated that 40 DNA fragments were upregulated, whereas 18 downregulated DNA fragments were detected”

✓ located verbatim in the source · abstract, characters 2045–2167 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

RAPD3 primer detected 18 downregulated DNA fragments.

Outcome
DNA fragmentse7
Direction
downregulatede7
Value
18e7
Qualifier
RAPD3 primere7

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e7

“the RAPD3 primer demonstrated that 40 DNA fragments were upregulated, whereas 18 downregulated DNA fragments were detected”

✓ located verbatim in the source · abstract, characters 2045–2167 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Irrigation at 4000 m3/hectare might serve as a supplemental irrigation method for quinoa.

Treatment
application of irrigation at a rate of 4000 m3 ha−1e1
Outcome
supplemental irrigation methode1

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e1

“It may be inferred that the application of irrigation at a rate of 4000 m3 ha−1 might serve as a supplemental irrigation method”

✓ located verbatim in the source · abstract, characters 2169–2296 · show in text ↑
Recommendationauthor interpretationoriginal resultbasis n/a

Claim · model-written summary

Spraying sodium silicate at 400 mg/L could alleviate the dry climate in the Egyptian shore area.

Treatment
Spraying sodium silicatee2
Outcome
alleviate the dry climatee2

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

Chenopodium quinoa
Chenopodium quinoa · TaxonKurt Stueber · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

t0

“Quinoa Seed Yield”

✓ located verbatim in the source · title, characters 71–88 · show in text ↑
e2

“Spraying sodium silicate at a 400 mg L−1 concentration could alleviate the dry climate on the Egyptian shore”

✓ located verbatim in the source · abstract, characters 2298–2406 · show in text ↑

irrigation · growth · Chenopodium quinoa (quinoa)Positive and negative results

5 papers: 2 positive, 3 negative or no effect

1 paper in the same direction as this paper · 3 in the opposite direction

  1. negative
  2. negative
  3. no effect

1 paper more in this group

See all 5 papers →

irrigation · yield · Chenopodium quinoa (quinoa)Results agree

3 papers: 3 positive, 0 negative or no effect

2 papers in the same direction as this paper

  1. positive
  2. positive
See all 3 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.