Paper · 2014 · Agrotechnology

Plant-based monitoring for yield prediction of citrus under differential irrigation

Pravukalyan Panigrahi; Rekha Sharma

12
claims
24
verbatim quotes
0
citations
4
research areas
—
Not open access

Abstract

I serious shortages of water make it imperative to improve the efficiency of irrigation in crop production in changing climate conditions. In recent years the role of phyto-monitoring techniques based on plant physiological parameters are getting emphasized in irrigation scheduling. There is an ample scope to use physiological responses and spectral signature of the plants in irrigation scheduling. Drip irrigation is found as a potential water saving technique over traditional surface irrigation methods in citrus. Deficit irrigation (DI) is a recently proposed water saving technique in irrigated agriculture. The present study was planned with a hypothesis that drip irrigation scheduling with DI technique could save a substantial amount of water over full irrigation, without affecting the yield significantly. The experiment was conducted for 2 years during 2010 and 2011, with drip-irrigated Kinnow mandarin at IARI, New Delhi. The crop responses to DI scheduled at 50% and 75% full irrigation (FI, 100% ETc). DI at 75% ETc produced marginally lower fruit yield (8-9%), with lower vegetative growth of the plants in comparison to that under FI. However, the irrigation water use efficiency under DI at 75% ETc was observed to be 81-83% higher, over that under FI. The heavier fruits with better quality (higher TSS, ascorbic acid, total sugar and reducing sugar, and lower acidity) were harvested in DI at 75% FI compared to FI. The plant water status (relative leaf water content, leaf water concentration, leaf water potential, stem water potential) was superior with fully-irrigated plants. Likewise, under FI, the plants registered maximum rate of net-photosynthesis, stomatal conductance and transpiration in leaves. However, the plants under DI at 50% ETc exhibited the highest leaf water use efficiency (photosynthesis rate / transpiration rate). The leaf nutrient (N, P, K, Fe, Mn, Cu and Zn) analysis revealed that the concentration of all the nutrients was observed to be higher with fullyirrigated plants, which was associated with higher availability of such nutrients in soil under this treatment. Yield prediction employing principal component-regression, taking leaf-N, leaf-K, stem water potential stress index, stomatal conductance and water band index as the predictors, gave satisfactory result.

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Claims 12

Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

At 75% ETc, deficit irrigation gave 8-9% lower fruit yield than full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% ETce0
Outcome
fruit yielde0
Direction
lowere0
Value
8-9%e0
Comparator
FIe0

Verbatim

e0

“DI at 75% ETc produced marginally lower fruit yield (8-9%), with lower vegetative growth of the plants in comparison to that under FI.”

✓ located verbatim in the source · abstract, characters 1021–1155 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

At 75% ETc, deficit irrigation reduced vegetative growth relative to full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% ETce0
Outcome
vegetative growthe0
Direction
lowere0
Comparator
FIe0

Verbatim

e0

“DI at 75% ETc produced marginally lower fruit yield (8-9%), with lower vegetative growth of the plants in comparison to that under FI.”

✓ located verbatim in the source · abstract, characters 1021–1155 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Irrigation water use efficiency at 75% ETc was 81-83% higher than under full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% ETce0
Outcome
irrigation water use efficiencye0
Direction
highere0
Value
81-83%e0
Comparator
FIe0

Verbatim

e0

“the irrigation water use efficiency under DI at 75% ETc was observed to be 81-83% higher, over that under FI.”

✓ located verbatim in the source · abstract, characters 1165–1274 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fruit under 75% full irrigation were heavier than under full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% FIe0
Outcome
fruitse0
Direction
heaviere0
Comparator
FIe0

Verbatim

e0

“The heavier fruits with better quality (higher TSS, ascorbic acid, total sugar and reducing sugar, and lower acidity) were harvested in DI at 75% FI compared to FI.”

✓ located verbatim in the source · abstract, characters 1275–1439 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

At 75% full irrigation, fruit TSS, ascorbic acid, total sugar, and reducing sugar were higher than under full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% FIe0
Outcome
TSS, ascorbic acid, total sugar and reducing sugare0
Direction
highere0
Comparator
FIe0

Verbatim

e0

“higher TSS, ascorbic acid, total sugar and reducing sugar, and lower acidity) were harvested in DI at 75% FI compared to FI.”

✓ located verbatim in the source · abstract, characters 1315–1439 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

At 75% full irrigation, fruit acidity was lower than under full irrigation.

Taxon
Kinnow mandarine1
Treatment
DI at 75% FIe0
Outcome
aciditye0
Direction
lowere0
Comparator
FIe0

Verbatim

e0

“lower acidity) were harvested in DI at 75% FI compared to FI.”

✓ located verbatim in the source · abstract, characters 1378–1439 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fully irrigated plants had superior leaf and stem water status.

Taxon
Kinnow mandarine1
Treatment
fully-irrigatede0
Outcome
plant water statuse0
Direction
superiore0

Not reportedComparator

Verbatim

e0

“The plant water status (relative leaf water content, leaf water concentration, leaf water potential, stem water potential) was superior with fully-irrigated plants.”

✓ located verbatim in the source · abstract, characters 1440–1604 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Full irrigation gave the maximum net photosynthesis, stomatal conductance, and leaf transpiration.

Taxon
Kinnow mandarine1
Treatment
FIe0
Outcome
rate of net-photosynthesis, stomatal conductance and transpiratione0
Direction
maximume0

Not reportedComparator

Verbatim

e0

“under FI, the plants registered maximum rate of net-photosynthesis, stomatal conductance and transpiration in leaves.”

✓ located verbatim in the source · abstract, characters 1615–1732 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Deficit irrigation at 50% ETc gave the highest leaf water use efficiency.

Taxon
Kinnow mandarine1
Treatment
DI at 50% ETce0
Outcome
leaf water use efficiencye0
Direction
higheste0

Not reportedComparator

Verbatim

e0

“the plants under DI at 50% ETc exhibited the highest leaf water use efficiency”

✓ located verbatim in the source · abstract, characters 1742–1820 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Fully irrigated plants had higher leaf concentrations of N, P, K, Fe, Mn, Cu, and Zn.

Taxon
Kinnow mandarine1
Organ / stage
leafe0
Treatment
fullyirrigatede0
Outcome
concentration of all the nutrientse0
Direction
highere0

Not reportedComparator

Verbatim

e0

“The leaf nutrient (N, P, K, Fe, Mn, Cu and Zn) analysis revealed that the concentration of all the nutrients was observed to be higher with fullyirrigated plants”

✓ located verbatim in the source · abstract, characters 1865–2026 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Observationobservedoriginal resultmeasured

Claim · model-written summary

Nutrient availability in soil was higher under full irrigation.

Taxon
Kinnow mandarine1
Outcome
availability of such nutrients in soile0
Direction
highere0
Qualifier
under this treatmente0

Verbatim

e0

“higher availability of such nutrients in soil under this treatment”

✓ located verbatim in the source · abstract, characters 2054–2120 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Principal component regression using leaf N, leaf K, stem water potential stress index, stomatal conductance, and water band index gave satisfactory yield prediction.

Taxon
Kinnow mandarine1
Outcome
Yield predictione0
Qualifier
satisfactory resulte0

Not reportedComparatorValue

Schema note from the model: No quantitative performance or comparator reported.

Verbatim

e0

“Yield prediction employing principal component-regression, taking leaf-N, leaf-K, stem water potential stress index, stomatal conductance and water band index as the predictors, gave satisfactory result.”

✓ located verbatim in the source · abstract, characters 2122–2325 · show in text ↑
e1

“drip-irrigated Kinnow mandarin”

✓ located verbatim in the source · abstract, characters 888–918 · show in text ↑

irrigation · quality: sugar starch · Citrus reticulata (tangerine)Positive and negative results

4 papers: 3 positive, 1 negative or no effect

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

  1. no effect
  2. positive
  3. positive
See all 4 papers →

irrigation · growth · Citrus reticulata (tangerine)Positive and negative results

7 papers: 6 positive, 1 negative or no effect

6 in the opposite direction

  1. positive
  2. positive
  3. positive

3 papers more in this group

See all 7 papers →

irrigation · yield · Citrus reticulata (tangerine)Positive and negative results

12 papers: 10 positive, 2 negative or no effect

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

  1. no effect
  2. no effect
  3. positive

8 papers more in this group

See all 12 papers →

irrigation · physiology: water · Citrus reticulata (tangerine)Results agree

9 papers: 9 positive, 0 negative or no effect

8 papers in the same direction as this paper

  1. positive
  2. positive
  3. positive

5 papers more in this group

See all 9 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.