Paper · 2018 · The Horticulture Journal

A Generalized Linear Model to Predict the Growth of Potted Seedlings of Satsuma Mandarin (Citrus unshiu Marcow.) under Different Initial Plant Conditions, Environmental Conditions, and Pot Size

Taku Yano; Akiyoshi Morisaki; Shun-ichiro Ito; et al.

6
claims
11
verbatim quotes
2
citations
4
research areas
✓
Open access

Abstract

To predict the seasonal vegetative growth of potted seedlings of Satsuma mandarin, the effects of initial plant conditions (age, shoot pruning), environment (greenhouse, greenhouse + shading, open-field culture), and pot size on growth were researched for 1.5–2.5 years. The growth pattern was evaluated using a curve fitting with the 4-parameter logistic (4L) model, biomass allocation, and classical (interval) growth analysis, and a generalized linear model analysis based on thermal time (tt). Growth delays from shoot pruning were confirmed by growth trajectories with the 4L model based on tt. Plant growth was positively affected by enlarging the pot size (from 20-L to 45-L), while shading significantly suppressed the growth of 45-L potted Satsuma mandarin seedlings in the greenhouse. In the growth analysis, the relative growth rate was not always determined by the net assimilation rate (NAR), which included both shoot-pruning and pot size effects. To predict the plant mass of Satsuma mandarin seedlings (MP), we proposed several generalized linear models using a log link function assuming that MP followed a Gamma-distribution. The best model to predict MP was selected based on Akaike information criterion (AIC) values, and contained explanatory variables for initial plant biomass, NAR, specific leaf area (SLA), leaf mass ratio (LMR), pot size, and tt. Some simpler models excluding NAR, but including SLA and/or LMR as explanatory variables, were more useful than a model lacking growth analysis parameters (NAR, SLA, and LMR).

Abstract from the paper’s OpenAlex record, shown for indexing and research. Copyright remains with the authors or the publisher. 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 6

Intervention effectobservedoriginal resultpositivemeasured

Claim · model-written summary

Enlarging the pot size from 20-L to 45-L increased growth of Satsuma mandarin seedlings.

Taxon
Satsuma mandarinCitrus unshiue0
Treatment
enlarging the pot size (from 20-L to 45-L)e1
Outcome
Plant growthe1
Direction
increaseinferrede1
Comparator
20-Le1

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e0

“potted seedlings of Satsuma mandarin”

✓ located verbatim in the source · abstract, characters 45–81 · show in text ↑
e1

“Plant growth was positively affected by enlarging the pot size (from 20-L to 45-L)”

✓ located verbatim in the source · abstract, characters 600–682 · show in text ↑
Intervention effectobservedoriginal resultnegativesignificant (as stated)measured

Claim · model-written summary

Shading significantly suppressed growth of 45-L potted Satsuma mandarin seedlings in the greenhouse.

Taxon
Satsuma mandarinCitrus unshiue2
Treatment
shadinge2
Outcome
growthe2
Direction
suppressede2
Qualifier
45-L pottede2
Comparator
greenhousee2
Setting
greenhousee2

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e2

“shading significantly suppressed the growth of 45-L potted Satsuma mandarin seedlings in the greenhouse”

✓ located verbatim in the source · abstract, characters 690–793 · show in text ↑
Intervention effectobservedoriginal resultnegativemeasured

Claim · model-written summary

Shoot pruning delayed growth of Satsuma mandarin seedlings, as shown by growth trajectories of the 4L model based on thermal time.

Taxon
Satsuma mandarinCitrus unshiue0
Treatment
shoot pruninge3
Outcome
Growthe3
Direction
decreaseinferrede3

Not reportedComparator

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e0

“potted seedlings of Satsuma mandarin”

✓ located verbatim in the source · abstract, characters 45–81 · show in text ↑
e3

“Growth delays from shoot pruning were confirmed by growth trajectories with the 4L model based on tt”

✓ located verbatim in the source · abstract, characters 498–598 · show in text ↑
Observationobservedoriginal resultmixedmeasured

Claim · model-written summary

Relative growth rate was not always determined by net assimilation rate (NAR) in Satsuma mandarin seedlings.

Taxon
Satsuma mandarinCitrus unshiue0
Outcome
relative growth ratee4
Qualifier
not always determined by the net assimilation rate (NAR)e4

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e0

“potted seedlings of Satsuma mandarin”

✓ located verbatim in the source · abstract, characters 45–81 · show in text ↑
e4

“the relative growth rate was not always determined by the net assimilation rate (NAR), which included both shoot-pruning and pot size effects”

✓ located verbatim in the source · abstract, characters 819–960 · show in text ↑
Method / resourceobservedoriginal resultmeasured

Claim · model-written summary

The best generalized linear model for plant mass of Satsuma mandarin seedlings, selected by AIC, contained initial plant biomass, NAR, SLA, LMR, pot size and thermal time.

Taxon
Satsuma mandarinCitrus unshiue6
Outcome
plant masse6
Qualifier
initial plant biomass, NAR, specific leaf area (SLA), leaf mass ratio (LMR), pot size, and tte5
Comparator
Akaike information criterion (AIC) valuese5

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e5

“The best model to predict MP was selected based on Akaike information criterion (AIC) values, and contained explanatory variables for initial plant biomass, NAR, specific leaf area (SLA), leaf mass ratio (LMR), pot size, and tt”

✓ located verbatim in the source · abstract, characters 1144–1371 · show in text ↑
e6

“To predict the plant mass of Satsuma mandarin seedlings (MP)”

✓ located verbatim in the source · abstract, characters 962–1022 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

Simpler models without NAR but with SLA and/or LMR were more useful for predicting plant mass than a model lacking growth analysis parameters.

Taxon
Satsuma mandarinCitrus unshiue0
Outcome
more usefule7
Comparator
a model lacking growth analysis parameters (NAR, SLA, and LMR)e7

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

Citrus unshiu
Citrus unshiu · TaxonBatholith ( talk ) · Public domain · Wikimedia Commons ↗

Verbatim

e0

“potted seedlings of Satsuma mandarin”

✓ located verbatim in the source · abstract, characters 45–81 · show in text ↑
e7

“Some simpler models excluding NAR, but including SLA and/or LMR as explanatory variables, were more useful than a model lacking growth analysis parameters (NAR, SLA, and LMR)”

✓ located verbatim in the source · abstract, characters 1373–1547 · show in text ↑

pruning · growth · Citrus unshiu (satsuma mandarin)Positive and negative results

4 papers: 2 positive, 2 negative or no effect

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

  1. positive
  2. positive
  3. negative
    Old-leaf removal reduced new-leaf dry weight and leaf size.

    Studies on Manganese Deficiency in Citrus · 1972 · compared with non-defoliating of old leaves

    Same direction

See all 4 papers →

shade · growth · Citrus unshiu (satsuma mandarin)Results agree

2 papers: 0 positive, 2 negative or no effect

1 paper in the same direction as this paper

  1. negative
See all 2 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.