Paper · 2026 · Irrigation Science

Regulated deficit irrigation strategy for greenhouse melons based on water status classification model and crop coefficient–reference evapotranspiration approach

Shih-Lun Fang; Bing-Yun Tsai; Sheng-Chih Chang; et al.

8
claims
16
verbatim quotes
0
citations
3
research areas
✓
Open access · cc-by-nc-nd

Abstract

Water scarcity and inefficient irrigation are major constraints on crop production. Regulated deficit irrigation (RDI) offers a promising solution; however, the lack of practical procedures limits its widespread adoption. This study developed an RDI strategy for greenhouse-grown melons (Cucumis melo L.), aiming to optimize the timing and amount of irrigation. To quantify melon water demand by using the crop coefficient–reference evapotranspiration approach, crop coefficients were estimated for each growth stage under representative cultivation conditions in Taiwan. In parallel, growth-stage-specific stomatal conductance thresholds were identified, and corresponding models for classifying water status were developed. In the proposed strategy, the water status classification models are used to determine irrigation timing; irrigation is performed with 100% and 35%–60% of the estimated crop evapotranspiration before and after fruit setting, respectively. The proposed strategy was validated across three crop seasons in soilless and soil-grown systems. In both systems, it resulted in substantially higher water productivity than conventional practices did. In soil-grown systems, the total irrigation amounts were reduced by 19.3% to 25.7% without yield or fruit quality being compromised. In soilless systems, the strategy increased fruit sweetness and reduced fruit cracking, although it also led to lower yield and smaller fruits. Multicriteria decision analysis through the Technique for Order Preference by Similarity to Ideal Solution confirmed that the proposed strategy mostly achieved a more favorable balance among yield maintenance, fruit quality enhancement, and water saving than did conventional irrigation. This strategy has the potential to enhance water management in greenhouse melon cultivation, particularly in soil-grown systems.

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 8

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

The strategy raised water productivity in both soilless and soil-grown systems compared with conventional practices.

Taxon
melonsCucumis melot0
Treatment
ite0
Outcome
water productivitye0
Direction
highere0
Comparator
conventional practicese0

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In both systems, it resulted in substantially higher water productivity than conventional practices did”

✓ located verbatim in the source · abstract, characters 1063–1166 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

In soil-grown systems, the strategy reduced total irrigation by 19.3% to 25.7%.

Taxon
melonsCucumis melot0
Treatment
irrigation strategyt0
Outcome
total irrigation amountse0
Direction
reducede0
Value
19.3% to 25.7%e0
Setting
soil-grown systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soil-grown systems, the total irrigation amounts were reduced by 19.3% to 25.7% without yield or fruit quality being compromised”

✓ located verbatim in the source · abstract, characters 1168–1299 · show in text ↑
t0

“Regulated deficit irrigation strategy for greenhouse melons”

✓ located verbatim in the source · title, characters 0–59 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Soil-grown systems maintained yield and fruit quality under the strategy.

Taxon
melonsCucumis melot0
Treatment
irrigation strategyt0
Outcome
yield or fruit qualitye0
Direction
without yield or fruit quality being compromisede0
Setting
soil-grown systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soil-grown systems, the total irrigation amounts were reduced by 19.3% to 25.7% without yield or fruit quality being compromised”

✓ located verbatim in the source · abstract, characters 1168–1299 · show in text ↑
t0

“Regulated deficit irrigation strategy for greenhouse melons”

✓ located verbatim in the source · title, characters 0–59 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

In soilless systems, the strategy increased fruit sweetness.

Taxon
melonsCucumis melot0
Treatment
strategye0
Outcome
fruit sweetnesse0
Direction
increasede0
Setting
soilless systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soilless systems, the strategy increased fruit sweetness and reduced fruit cracking, although it also led to lower yield and smaller fruits”

✓ located verbatim in the source · abstract, characters 1301–1443 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑
Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

In soilless systems, the strategy reduced fruit cracking.

Taxon
melonsCucumis melot0
Treatment
strategye0
Outcome
fruit crackinge0
Direction
reducede0
Setting
soilless systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soilless systems, the strategy increased fruit sweetness and reduced fruit cracking, although it also led to lower yield and smaller fruits”

✓ located verbatim in the source · abstract, characters 1301–1443 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

In soilless systems, the strategy lowered yield.

Taxon
melonsCucumis melot0
Treatment
strategye0
Outcome
yielde0
Direction
lowere0
Setting
soilless systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soilless systems, the strategy increased fruit sweetness and reduced fruit cracking, although it also led to lower yield and smaller fruits”

✓ located verbatim in the source · abstract, characters 1301–1443 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

In soilless systems, the strategy produced smaller fruits.

Taxon
melonsCucumis melot0
Treatment
strategye0
Outcome
fruitse0
Direction
smallere0
Setting
soilless systemse0

Not reportedComparator

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“In soilless systems, the strategy increased fruit sweetness and reduced fruit cracking, although it also led to lower yield and smaller fruits”

✓ located verbatim in the source · abstract, characters 1301–1443 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Multicriteria analysis found the strategy mostly gave a more favorable balance of yield, quality and water saving than conventional irrigation.

Taxon
melonsCucumis melot0
Outcome
balance among yield maintenance, fruit quality enhancement, and water savinge0
Direction
more favorablee0
Comparator
conventional irrigatione0

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

Cucumis melo
Cucumis melo · TaxonUSDA photo by Scott Bauer. Image Number K7355-11. · Public domain · Wikimedia Commons ↗

Verbatim

e0

“Multicriteria decision analysis through the Technique for Order Preference by Similarity to Ideal Solution confirmed that the proposed strategy mostly achieved a more favorable balance among yield maintenance, fruit quality enhancement, and water saving than did conventional irrigation”

✓ located verbatim in the source · abstract, characters 1445–1731 · show in text ↑
t0

“melons”

✓ located verbatim in the source · title, characters 53–59 · show in text ↑

irrigation · quality: grain · Cucumis melo (muskmelon)Positive and negative results

8 papers: 5 positive, 3 negative or no effect

4 papers in the same direction as this paper · 3 in the opposite direction

  1. no effect
  2. no effect
  3. negative

4 papers more in this group

See all 8 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.