Paper · 2025 · Agriculture

Field Evaluation of Different Unmanned Aerial Spraying Systems Applied to Control Panonychus citri in Mountainous Citrus Orchards

Zongyin Cui; Li Cui; Xiaojing Yan; et al.

20
claims
40
verbatim quotes
3
citations
4
research areas
✓
Open access · cc-by

Abstract

In mountainous citrus orchards, the application of conventional ground sprayers for the control of citrus red mite (Panonychus citri) is often constrained by complex terrain and low operational efficiency. The Unmanned Aerial Spraying System (UASS), due to its low-altitude, low-volume, and high-maneuverability characteristics, has emerged as a promising alternative for pest management in such challenging environments. To evaluate the spray performance and field efficacy of different UASS types in controlling P. citri, five representative UASS models (JX25, DP, T1000, E-A2021, and T20), four mainstream pesticide formulations, and four novel tank-mix adjuvants were systematically assessed in a field experiment conducted in a typical hilly citrus orchard. The results showed that T20 delivered the best overall spray deposition, with upper canopy coverage reaching 10.63%, a deposition of 3.01 μg/cm2, and the highest pesticide utilization (43.2%). E-A2021, equipped with a centrifugal nozzle, produced the finest droplets and highest droplet density (120.3–151.4 deposits/cm2), but its deposition and coverage were lowest due to drift. Nonetheless, it exhibited superior penetration (dIPR 72.3%, dDPR 73.5%), facilitating internal canopy coverage. T1000, operating at higher flight parameters, had the weakest deposition. Formulation type had a limited impact, with microemulsions (MEs) outperforming emulsifiable concentrates (ECs) and suspension concentrates (SCs). All adjuvants improved spray metrics, especially Yimanchu and Silwet, which enhanced pesticide utilization to 46.8% and 46.4% for E-A2021 and DP, respectively. Adjuvant use increased utilization by 4.6–11.9%, but also raised ground losses by 1.5–4.2%, except for Yimanchu, which reduced ground loss by 2.3%. In terms of control effect, the rapid efficacy (1–7 days after application, DAA) of UASS spraying was slightly lower than that of ground sprayers—electric spray gun (ESG), while its residual efficacy (14–25 DAA) was slightly higher. The addition of adjuvants improved both rapid and residual efficacy, making it comparable to or even better than ESG. E-A2021 with 5% abamectin·etoxazole ME (5A·E) and Yimanchu achieved 97.4% efficacy at 25 DAA. Among UASSs, T20 showed the rapid control, while E-A2021 outperformed JX25 and T1000 due to finer droplets effectively targeting P. citri. In residual control (14–25 DAA), JX25 with 45% bifenazate·etoxazole SC (45B·E) was most effective, followed by T20. 5A·E and 45B·E showed better residual efficacy than abamectin-based formulations, which declined more rapidly. Adjuvants significantly extended control duration, with Yimanchu performing best. This study demonstrates that with optimized spraying parameters, nozzle types, and adjuvants, UASSs can match or surpass ground spraying in P. citri control in hilly citrus orchards, providing valuable guidance for precision pesticide application in complex terrain.

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 20

Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

T20 produced the best deposition, upper canopy coverage of 10.63%, deposition of 3.01 μg/cm2 and utilization of 43.2%.

Taxon
CitrusCitrust0
Treatment
T20e0
Outcome
spray depositione0
Direction
beste0
Value
3.01 μg/cm2e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“T20 delivered the best overall spray deposition, with upper canopy coverage reaching 10.63%, a deposition of 3.01 μg/cm2, and the highest pesticide utilization (43.2%)”

✓ located verbatim in the source · abstract, characters 787–954 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

E-A2021 yielded the finest droplets and highest density.

Taxon
CitrusCitrust0
Treatment
E-A2021e0
Outcome
droplet densitye0
Direction
higheste0
Value
120.3–151.4 deposits/cm2e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“E-A2021, equipped with a centrifugal nozzle, produced the finest droplets and highest droplet density (120.3–151.4 deposits/cm2)”

✓ located verbatim in the source · abstract, characters 956–1084 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

E-A2021 had the lowest deposition and coverage due to drift.

Taxon
CitrusCitrust0
Outcome
deposition and coveragee0
Direction
loweste0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“its deposition and coverage were lowest due to drift”

✓ located verbatim in the source · abstract, characters 1090–1142 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

E-A2021 showed superior penetration.

Taxon
CitrusCitrust0
Outcome
penetratione0
Direction
superiore0
Value
72.3%e0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“it exhibited superior penetration (dIPR 72.3%, dDPR 73.5%)”

✓ located verbatim in the source · abstract, characters 1157–1215 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

T1000 had the weakest deposition.

Taxon
CitrusCitrust0
Treatment
T1000e0
Outcome
depositione0
Direction
weakeste0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“T1000, operating at higher flight parameters, had the weakest deposition”

✓ located verbatim in the source · abstract, characters 1256–1328 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Microemulsions outperformed emulsifiable and suspension concentrates.

Taxon
CitrusCitrust0
Treatment
microemulsions (MEs)e0
Outcome
outperforminge0
Comparator
emulsifiable concentrates (ECs) and suspension concentrates (SCs)e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“microemulsions (MEs) outperforming emulsifiable concentrates (ECs) and suspension concentrates (SCs)”

✓ located verbatim in the source · abstract, characters 1374–1474 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

All adjuvants improved spray metrics.

Taxon
CitrusCitrust0
Treatment
adjuvantse0
Outcome
spray metricse0
Direction
improvede0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“All adjuvants improved spray metrics”

✓ located verbatim in the source · abstract, characters 1476–1512 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Yimanchu raised E-A2021 pesticide utilization to 46.8%.

Taxon
CitrusCitrust0
Treatment
Yimanchue0
Outcome
pesticide utilizatione0
Direction
enhancede0
Value
46.8%e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Yimanchu and Silwet, which enhanced pesticide utilization to 46.8% and 46.4% for E-A2021 and DP, respectively”

✓ located verbatim in the source · abstract, characters 1525–1634 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Silwet raised DP pesticide utilization to 46.4%.

Taxon
CitrusCitrust0
Treatment
Silwete0
Outcome
pesticide utilizatione0
Direction
enhancede0
Value
46.4%e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Yimanchu and Silwet, which enhanced pesticide utilization to 46.8% and 46.4% for E-A2021 and DP, respectively”

✓ located verbatim in the source · abstract, characters 1525–1634 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Adjuvants increased utilization by 4.6–11.9%.

Taxon
CitrusCitrust0
Treatment
Adjuvant usee0
Outcome
utilizatione0
Direction
increasede0
Value
4.6–11.9%e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Adjuvant use increased utilization by 4.6–11.9%”

✓ located verbatim in the source · abstract, characters 1636–1683 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Adjuvants raised ground losses by 1.5–4.2%.

Taxon
CitrusCitrust0
Outcome
ground lossese0
Direction
raisede0
Value
1.5–4.2%e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“raised ground losses by 1.5–4.2%”

✓ located verbatim in the source · abstract, characters 1694–1726 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Yimanchu reduced ground loss by 2.3%.

Taxon
CitrusCitrust0
Treatment
Yimanchue0
Outcome
ground losse0
Direction
reducede0
Value
2.3%e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Yimanchu, which reduced ground loss by 2.3%”

✓ located verbatim in the source · abstract, characters 1739–1782 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Aerial spray rapid mite efficacy was slightly below ground spraying.

Taxon
CitrusCitrust0
Treatment
UASS sprayinge0
Outcome
rapid efficacye0
Direction
lowere0
Comparator
ground sprayers—electric spray gun (ESG)e0

Not reportedInteractor

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“rapid efficacy (1–7 days after application, DAA) of UASS spraying was slightly lower than that of ground sprayers—electric spray gun (ESG)”

✓ located verbatim in the source · abstract, characters 1816–1954 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Aerial spray residual mite efficacy was slightly above ground spraying.

Taxon
CitrusCitrust0
Outcome
residual efficacye0
Direction
highere0

Not reportedTreatmentComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“residual efficacy (14–25 DAA) was slightly higher”

✓ located verbatim in the source · abstract, characters 1966–2015 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Adjuvants improved rapid and residual control efficacy.

Taxon
CitrusCitrust0
Treatment
adjuvantse0
Outcome
rapid and residual efficacye0
Direction
improvede0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“The addition of adjuvants improved both rapid and residual efficacy”

✓ located verbatim in the source · abstract, characters 2017–2084 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

E-A2021 with 5A·E and Yimanchu achieved 97.4% efficacy at 25 days.

Taxon
CitrusCitrust0
Treatment
E-A2021 with 5% abamectin·etoxazole ME (5A·E) and Yimanchue0
Outcome
efficacye0
Value
97.4%e0
Qualifier
25 DAAe0

Not reportedComparatorDirection

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“E-A2021 with 5% abamectin·etoxazole ME (5A·E) and Yimanchu achieved 97.4% efficacy at 25 DAA”

✓ located verbatim in the source · abstract, characters 2135–2227 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

T20 gave rapid control, while E-A2021 outperformed JX25 and T1000.

Taxon
CitrusCitrust0
Treatment
E-A2021e0
Interactor
P. citriPanonychus citrie0pest
Outcome
P. citrie0
Direction
outperformede0
Comparator
JX25 and T1000e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“T20 showed the rapid control, while E-A2021 outperformed JX25 and T1000 due to finer droplets effectively targeting P. citri”

✓ located verbatim in the source · abstract, characters 2242–2366 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

JX25 with 45B·E was most effective for residual control.

Taxon
CitrusCitrust0
Treatment
JX25 with 45% bifenazate·etoxazole SC (45B·E)e0
Outcome
residual controle0
Direction
most effectivee0
Comparator
T20e0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“In residual control (14–25 DAA), JX25 with 45% bifenazate·etoxazole SC (45B·E) was most effective, followed by T20”

✓ located verbatim in the source · abstract, characters 2368–2482 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

5A·E and 45B·E had better residual efficacy than abamectin formulations.

Taxon
CitrusCitrust0
Treatment
5A·E and 45B·Ee0
Outcome
residual efficacye0
Direction
bettere0
Comparator
abamectin-based formulationse0

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“5A·E and 45B·E showed better residual efficacy than abamectin-based formulations, which declined more rapidly”

✓ located verbatim in the source · abstract, characters 2484–2593 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑
Intervention effectobservedoriginal resultpositivesignificant (as stated)measured

Claim · model-written summary

Adjuvants extended control duration, especially Yimanchu.

Taxon
CitrusCitrust0
Treatment
Adjuvantse0
Outcome
control duratione0
Direction
extendede0

Not reportedComparator

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

Citrus
Citrus · Taxon · picture of the genus (one of its species)Ellen Levy Finch ( Elf ) · CC BY-SA 3.0 · Wikimedia Commons ↗

Verbatim

e0

“Adjuvants significantly extended control duration, with Yimanchu performing best”

✓ located verbatim in the source · abstract, characters 2595–2675 · show in text ↑
t0

“Citrus Orchards”

✓ located verbatim in the source · title, characters 114–129 · show in text ↑

adjuvant · control · CitrusResults agree

2 papers: 2 positive, 0 negative or no effect

1 paper in the same direction as this paper

  1. positive
See all 2 papers →

application · control · CitrusPositive and negative results

11 papers: 8 positive, 3 negative or no effect

2 papers in the same direction as this paper · 8 in the opposite direction

  1. positive
  2. positive
  3. positive

7 papers more in this group

See all 11 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.