Jurnal Riset Biologi dan Aplikasinya, Volume 5, Issue 1, March 2023 

 

 

 

 
Leaf and Stomata Morphometrics of Gayam Inocarpus fagifer (Fabaceae)  

at Different Altitudes  
  

Alwi Smith, Kristin Sangur*, Dessy Fitri Molle, Ludia Haurissa, Grisendy Maulany, Belsefren Renyaan 
Biology Education Study Program, Faculty of Teacher Training and Education, Universitas Pattimura, 

Jln. Ir. M. Putuhena, Poka Campus, Ambon City, Maluku, Indonesia 
*Corresponding Author: 

e-mail: sangur_kristin@yahoo.com  

 

Article History ABSTRACT 

Received : 5 Desember 2022 Gayam (Inocarpus fagifer) is one of the members of the angiosperm flora in Ambon 

City, Indonesia, that grows and develops at various altitudes. This research aimed to 

analyze the leaf and stomata morphometrics of these plants in the Aer Louw and 

Ema Village areas. Leaf samples were taken from the upper, middle, and lower strata 

and considered as replicates. The morphometric characteristics were measured 

manually using millimeter block paper and the formula for calculating leaf ratio. 

Furthermore, the stomata were stained using the direct incision method and 

safranin. The incision results were analyzed using an Olympus CX23 microscope at 

400x magnification. The measurement and observation were analyzed descriptively 

and correlatively. The results showed that the average leaf width and length, also 

the midrib length were greater in Aer Louw Village than in Ema Village; while the 

leaf tip and stalk length were greater in Ema Village than in Aer Louw Village. The 

characteristics of stomata length and width in Ema Village were greater than in Aer 

Louw Village; otherwise, the number, index, and density of stomata in Aer Louw 

Village were greater than in Ema Village. Meanwhile, the correlational analysis 

showed that the environment influenced the variations of leaves and stomata. 

Therefore, the variations of leaves and stomata in the areas could predict plant 

adaptations to different environments. 

Revised : 12 February 2023 
Approved : 22 March 2023 
Published : 31 March 2023 
 

Keywords 
Altitudinal gradient; ecology; 
functional morphology; stomata 
density 

 

How to cite: Smith, A., Sangur, K., Molle, D.F., Haurissa, L., Maulany, G., & Renyaan, B. (2023). Leaf and Stomata 
Morphometrics of Gayam Inocarpus fagifer (Fabaceae) at Different Altitudes. Jurnal Riset Biologi dan Aplikasinya, 5(1): 16-26. 
DOI: 10.26740/jrba. v5n1.p.16-26. 

 

INTRODUCTION 

Inocarpus fagifer (Parkinson ex Zollinger) Fosberg 

is a woody, leguminous plant with a tree habitus 

distributed in tropical and subtropical areas. It has a 

shallow taproot, while the lateral roots appear on the 

soil surface. The tree bark is rough and brown or gray, 

while the leaves are oval, arranged alternately, dark 

green, and has a rough surface. The flowers are 

arranged in clusters on branches, stems, and twigs with 

five petals and showing white or yellowish color 

variations. The fruit is oval, irregular, and slightly 

flattened, while the young fruit is green and turns 

orange-brown when ripe. Moreover, the seeds are 

white, fibrous, and thin (Setyowati & Wawo, 2015; 

Wawo et al., 2011). 

I. fagifer is known in different countries under its 

local names, thus aila in Papua New Guinea, chataignier 

de Tahiti in French Polynesia, ivi in Fiji, and Tahitian 

chestnut or Polynesian chestnut in England (Pauku, 2006). 

Pauku et al. (2010) also stated that most farmers use I. 

fagifer as an agricultural crop. Meanwhile, I. fagifer in 

Ambon City is grown by the community but not 

cultivated as a crop, such that the seeds that fall on the 

ground will grow naturally. The city is one of the areas 

with a large distribution of these plants, namely in Ema 

and Air Louw Villages. The distribution in the two 

villages represents the highlands and lowlands. 

Jurnal Riset Biologi dan Aplikasinya 
https://journal.unesa.ac.id/index.php/risetbiologi 

mailto:sangur_kristin@yahoo.com
https://doi.org/10.26740/jrba.v5n1.p16-26


17| Smith et al., Leaf and Stomata Morphometrics of Gayam 

 

  

According to Hamidah & Fitriani (2018), some plants 

can grow well in the lowlands to the highlands hence, 

they have a wide distribution. This explanation shows 

that I. fagifer is a plant with a wide distribution in these 

two villages. The topography and slope of the place and 

environmental factors such as light intensity, wind 

speed, temperature, and CO2 pressure vary greatly in 

high and low areas (Gao et al., 2019; Kofidis & 

Bosabalidis, 2008).  

The varying conditions of environmental factors 

certainly affect the modification and adaptation of plants 

in the two villages. One of the characteristics that is easy 

to observe is the morphology of plant organs such as 

roots, stems, leaves, flowers, fruits, and seeds. However, 

the tree has a large trunk diameter and a height of up to 3 

m. This makes it difficult to observe and measure some 

morphological characteristics. Meanwhile, flowers, fruits, 

and seeds are classified as seasonal organs, making 

morphological observation difficult. Leaves are one of the 

vegetative organs obtained to observe and measure 

morphological characteristics. Leaf morphometric 

measurement is conducted to determine leaf area, length, 

and ratio, which are also very useful for determining 

physiological processes. Observation of stomata 

characteristics can easily be performed through the leaf 

organ. Liu et al. (2020) also stated that plant adaptation 

to changes in environmental factors is carried out by 

reducing leaf area and increasing the thickness, mesophyll 

tissue thickness, and stomata density.  

According to Ruszala et al. (2011) and He & Liang 

(2018), stomata are tissues that are very sensitive to the 

environment. Therefore, it is very important to observe 

and measure the stomata of the I. fagifer leaves to 

determine their shape, length, width, aperture, density, 

and index. Paembonan et al. (2021) stated that highlands 

affect the number of stomata but reduce the size and index 

of the Makassar ebony (Diospyros celebica Bakh.). Tumpa 

et al. (2022) also noted that geographical location affects 

the leaf size of Salix triandra L., a process of 

morphological adaptation to environmental changes. 

According to Muradoglu & Gundogdu (2011), leaf 

surface area relates to the stomata frequency in walnut 

plants. Based on these results, the leaf and stomata 

morphometric measurement of I. fagifer plants was 

conducted based on the difference in altitude in two areas, 

namely Ema and Aer Louw Villages. Morphometric 

analysis of leaf and stomata at different altitudes can be a 

prediction for I. fagifer plants to cope to climate change in 

the future. Therefore, this research analyzed leaf and 

stomata morphometrics based on different altitudes. 

 

MATERIALS AND METHODS 
Sampling Location 

This research was conducted in Aer Louw Village 

with an altitude 200 m above sea level (asl) and Ema 

Village with an altitude of 600 m above sea level (asl) 

(Figure 1). 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 
 

Figure 1. A. Map of Ambon Island; B. Research Locations in Aer Louw Village; C. Research Locations in Ema 

Village. Source: https://earth.google.com/web/search/ 

A 

B C 

https://earth.google.com/web/search/


Jurnal Riset Biologi dan Aplikasinya, 5(1): 16-26, March 2023 |18 

 

 

Sampling 
Leaf samples for stomata observation and 

morphometric measurement were taken separately. 

The samples for observing stomata were taken 

from one of the largest and tallest I. fagifer trees at 

the two sampling locations. Meanwhile, 

morphometric measurements were taken from 10 

trees in the two locations by considering the upper, 

middle, and lower strata. Sampling for stomata 

measurement was carried out on the left and right 

branches and focused only on green leaves. Leaf 

samplings were repeated 5 times with a total was 

30 dark green leaves. 

 

Research Procedure 
Environmental factors such as temperature, 

light, and altitude were measured. The 

morphometric measurement of I. fagifer leaves was 

conducted in the following stages: (1) leaf samples 

were cleaned of dirt and dust using a tissue, (2) the 

samples were placed on millimeter block paper and 

marked using a pen, (3) the results of the markers 

were measured using a ruler as shown in Figure 2. 

After obtaining the values for the length, width, tip, 

stalk, and leaf midrib length, the next step was to 

calculate the formula for the ratio of leaf length and 

width (Shi et al., 2020).  

The I. fagifer leaf stomata morphometric 

measurement was conducted in the following 

stages: (1) the leaf samples taken were cleaned of 

dirt and dust; (2) the samples were sliced crosswise 

at the bottom using a razor blade; (3) the leaf slices 

were soaked in commercial bleach (bayclin) for ± 5 

min until  they turn white; (4) the leaf slices were 

washed using distilled water and soaked in 1% 

safranin for 1 min; (5) the slices were washed again 

using distilled water; (6) the slices were observed 

using an Olympus CX23 microscope with 400x 

magnification; (7) the observation results were 

photographed using an digital camera connected to 

a computer; (8) the observed photos were inserted 

into the image master to measure length, width and 

opening size of stomata, count the number, and 

observe the location and type of stomata.

 

 

 
 

 

 

 

 

 

 

Figure 2. Morphometric characteristics of I. fagifer leaf measurement. (a) leaf length; (b) leaf width; (c) leaf 

midrib length; (d) leaf tip length; (e) leaf stalk length 

 

Ratio of leaf length and width =
leaf length

leaf width
 

Ratio of leaf length and leaf midrib length =
leaf length

leaf midrib length
 

Ratio of leaf length and leaf stalk length =  
leaf length

leaf stalk length
 

Ratio of leaf length and leaf tip length =  
leaf length

leaf tip length
 



19| Smith et al., Leaf and Stomata Morphometrics of Gayam 

 

  

 

 

 

 

 

 

 

 

 

 

 

 

 
Figure 3. Morphometric characteristics of I. fagifer leaf stomata measurement. (a) stomata length; (b) stomata 

width; (c) stomata opening size 

 

Data Analysis 
Data from I. fagifer leaf and stomata 

morphometric calculation were collected and 

analyzed descriptively to determine the average 

value and standard deviation. Furthermore, the data 

were analyzed to determine correlation value of 

environmental factors and effective contribution 

using multiple linear regression inferential statistics 

(Wang et al., 2019; Sun et al., 2021). An analysis of 

correlation value and effective contribution is used 

based on the following formula: 

 

Formula of product moment correlation  

 

                         𝑟𝑥𝑦 =
𝑛 ∑ 𝑋𝑌−(∑ 𝑋) (∑ 𝑌)

√{𝑛 ∑ 𝑋2− (∑ 𝑋)2}
 

(Chawla et al., 2016; Kumari & Yadav, 2018). 

 

Then analyze the effective contribution (EC):  

 

             𝐸𝐶%𝑋𝑛 = 𝐵𝑋𝑛  𝑥 𝑟𝑥𝑦  𝑥 100% 

         (Turkheimer & Waldron 2000). 

Note: 

EC: effective contribution; BXn: B coefficient of the 

predictor; Xn: predictors such as temperature, light, 

and altitude, rxy: correlation coefficient. 
 

The calculation for the stomata index and 

density was conducted based on the Fetter et al. 

(2019) formula as follows: 

     Stomata Density =
Number of Stomata

Field of View Unit
 

Index Stomata =
Number of stomata

Number of stomata + epidermal cells
      

The data was analyzed using Excel and SPSS for 

Windows 18. 

 

RESULTS AND DISCUSSION 
Inocarpus fagifer Leaf and Stomata Morphology 

Morphologically, the color of I. fagifer leaves in 

Ema and Aer Louw Villages was the same, dark 

green on the upper surface and light green on the 

lower surface. The upper surface of the leaves is 

smooth and greasy, while the lower surface was 

rough (Figure 4). Meanwhile, the stomata 

morphology between the two areas has the same 

shape but differed in size and number of stomata in 

one field of view (Figure 4). 
Stomata are a type of differentiation from leaf 

epidermal tissue (Peterson et al., 2013; Torii, 2021; 

Zuch et al., 2022). I. fagifer stomata are found on the 

lower surface of the leaves. The stomata in these two 

areas have an actinostic type, with guard cells 

surrounded by neighboring cells in a radius. The 

number of neighboring cells is 4 or more, while the 

stomata’s guard cells are kidney-shaped with thin 

side walls and thicker top and bottom walls 

(Prabhakar, 2004; Ahmad et al., 2009; Song et al., 

2020). 

 



Jurnal Riset Biologi dan Aplikasinya, 5(1): 16-26, March 2023 |20 

 

 

 

Figure 4. I. fagifer leaf morphology. (Top row) Samples from Ema Village (Altitude of 600 m asl). (Bottom 

row) Samples from Aer Louw Village (Altitude of 200 m asl). 

 

Leaf and Stomata Morphometrics of Inocarpus 

fagifer 

The morphometric measurement in the two 

areas with different altitudes varies greatly, as 

summarized in Table 1. The same result was 

reported by Paridari et al. (2013) wherein Carpinus 

betulus L. growing at high altitudes had a small leaf 

lamina compared to those growing at low altitudes. 

According to Liu et al. (2020), adapting plants in 

the highlands reduces leaf area. This shows that I. 

fagifer plants that grow at different altitudes have 

adapted to have an average leaf width and length at 

high altitudes (Ema Village) of 119.35 mm and 

259.77 mm, while those growing at low altitudes 

(Aer Louw Village) have an average leaf width and 

length of 135.43 mm and 312.52 mm. The long and 

wide leaves of the I. fagifer plants in Aer Louw 

Village also have a midrib average length of 268.47 

mm, while in Ema Village the midrib average 

length is 245.8 mm. This result agrees with that of 

Madeline et al. (2014), where broad leaves have 

high vein density accompanied by stomata density. 

Meanwhile, the broad leaves of I. fagifer in Aer 

Louw Village had shorter tips and petioles on 

average 3.69 mm and 5.45 mm, while the average 

tips and petioles in Ema Village were 6.07 and 8.7. 

According to Serdar & Kurt (2011), leaf parameters 

can be used as a variable to detect the level of 

phenotypic variability among plant species in a 

population. The stomata morphometric 

measurement of I. fagifer leaves in the two areas with 

different altitudes varied greatly, as recapitulated in 

Table 2. The high altitude in Ema Village (600 m asl) 

resulted a lower stomata density than Aer Louw in 

the lower area (200 m asl). Fustier et al. (2019) 

reported that stomata density decreased with 

increasing altitude. According to Li et al. (2021), 

plants with large stomata have low densities, but 

large size affects plant adaptation. Furthermore, Idris 

et al. (2019) stated that high intensity affects stomata 

density to support high assimilation processes in 

plants.  

 



21| Smith et al., Leaf and Stomata Morphometrics of Gayam 

 

  

Table 1. Morphometric characteristics of I. fagifer leaves at two places with different altitudes 

Morphometric 
Characteristics of I. fagifer 

Leaves 
Location 

Upper strata 
(mm) 

Middle strata 
(mm) 

Lower strata 
(mm) 

Leaf length 
 

Ema 265.7±3.37 258.2±4.03 255.4±4.17 
Aer Louw 302.26±2.12 293.22±1.03 342.08±18.4 

Leaf width 
 

Ema 116±2.93 111.8±2.63 111.7±2.83 

Aer Louw    140.14±2.12 135.88±1.03 130.26±0.82 
Leaf midrib length 
 

Ema       251 ±3.22 244.7±3.83 241.7±3.92 
Aer Louw 278.26±4.23 269.22±2.89 257.94±2.37 

Leaf tip length 
 

Ema 9.7±0.17 4.1±0.12 4.4±0.14 
Aer Louw 3.66±0.66 3.76±0.04 3.66±0.05 

Leaf stalk length 
 

Ema 8.8±0.26 8.7±0.26 8.6±0.3 
Aer Louw 5.40±0.1 5.56±0.07 5.40±0.1 

Ratio of leaf length and width 
Ema 23.2±0.37    23.09±21.56 22.8±0.29 
Aer Louw 21.64±0.19 21.56±0.14 25.56±1.16 

Ratio of leaf length and leaf 
midrib length 

Ema 10±0 10±0 10±0 
Aer Louw 10.99±0.12 10.89±0.05 13.09±0.64 

Ratio of leaf and leaf stalk 
length 

Ema 303±7.93 294.5±6.83 314.4±6.28 
Aer Louw 487.9±27.9 500.12±18 535.68±54.2 

Ratio of leaf length and leaf tip 
length 

Ema 535.1±32.3 59.04±12.3 531.7±15.6 
Aer Louw 856.5±24.3 785.01±9.19 966.59±68 

 

Table 2. Stomata morphometric characteristics of I. fagifer leaves at two areas with different altitudes 

Stomata 
Morphometric 
Characteristics 

Loc. 
Upper Strata (μm) Middle Strata (μm) Lower Strata (μm) Desc

riptio
n 

Right 
Branch 

Left 
Branch 

Right 
Branch 

Left 
Branch 

Right 
Branch 

Left Branch 

Stomata Length 
(Mean±SD) 

Ema 47.54± 
0.40 

47.50± 
0.33 

44.07± 
0.26 

44.21± 
0.45 

41.88± 
0.39 

42.39± 
0.46 

Very 
long 

Aer 
Louw 

16.68± 
0.14 

16.63± 
0.12 

14.89± 
0.22 

14.96± 
0.21 

12.75± 
0.995 

12.79± 
0.75 

Less 
long 

Stomata Width 
(Mean±SD) 

Ema 46.86± 
0.56 

47.09± 
0.39 

44.4± 
0.26 

44.02± 
0.37 

42± 
0.46 

41.99± 
0.63 

Very 
wide 

Aer 
Louw 

16.93± 
0.30 

17.09± 
0.29 

14.96± 
1.06 

15.26± 
0.54 

14± 
1.07 

14.3± 
1.64 

Less 
wide 

Stomata 
Opening Size 
(Mean±SD) 

Ema 16.03± 
0.27 

16± 
0.32 

14.11± 
0.34 

14.06± 
0.25 

12± 
0.24 

12.02± 
0.24 

Wide 

Aer 
Louw 

6.058± 
0.11 

6.2± 
0.13 

5.01± 
0.1 

5.16± 
0.24 

4.8± 
0.39 

4.92± 
0.46 

Less 
wide 

Number of 
Stomata 
(Mean±SD) 

Ema 13± 
1.52 

14.4± 
2.30 

10± 
0.71 

9.8± 
0.84 

7.2± 
0.84 

6.4± 
1.14 

Few 

Aer 
Low 

43± 
7.01 

40.2± 
9.15 

24.4± 
4.62 

27.4± 
8.05 

24± 
3.27 

21.4± 
1.52 

Many 

Stomata Index 
(Mean±SD) 

Ema 0.18± 
0.01 

0.18± 
0.01 

0.15± 
0.01 

0.15± 
0.01 

0.1± 
0.02 

0.1± 
0.01 

Low 

Aer 
Louw 

0.58± 
0.02 

0.57± 
0.03 

0.43± 
0.02 

0.44± 
0.01 

0.37± 
0.01 

0.36± 
0.01 

High 

Stomata 
Density 
(Mean±SD) 
 
 

Ema 152.3± 
17.24 

163.6± 
26.16 

113.6± 
8.04 

111.4± 
9.51 

81.81± 
9.51 

72.72± 
12.96 

Low 

Aer 
Louw 

670.8± 
108.9 

624.2± 
142.1 

379.9± 
70.23 

425.5± 
124.9 

370.6± 
48.9 

333.3± 
21.61 

High 

Description: Loc: Location 
 



Jurnal Riset Biologi dan Aplikasinya, 5(1): 16-26, March 2023 |22 

 

 

The difference in altitude is an environmental 

factor affecting the plant microclimate. According to 

Lamprecht et al. (2018), ecosystems at high altitudes 

have low temperatures. Meanwhile, Idris et al. (2019) 

reported that the stomata density increased when 

exposed to high sunlight. Environmental 

characteristics at different altitudes also affect the 

stomata morphometric features. Tiwari et al. (2013), 

also stated that altitude was positively correlated 

with stomata density, index, and guard cell length. 

According to Akbarinia et al. (2011), variations in 

shape, size, index, area, and stomata can vary within 

one species. The stomata length characteristic of I. 

fagifer leaves is directly proportional to its width. 

Muradoglu & Gundogdu (2011) also stated a positive 

relationship between stomata length and width. 

According to Li et al. (2011), the stomata index of 

Quercus aquifolioides Rehder & E.H. Wilson decreased 

at high altitudes and increased at low altitudes. 

Meanwhile, the morphological characteristics of 

stomata related to its density are inversely 

proportional to the length and width of it, as well as 

to the size of the stomatal opening, which is inversely 

proportional to stomata density (Hong et al., 2018; 

Haworth et al., 2023).  

Some of these findings have supported this 

research that the length of the I. fagifer stomata 

leaves are also directly proportional to the width of 

the stomata and the size of the opening of the 

stomata is directly proportional to the number, 

index, and density of stomata. 

The variation of stomata in the two areas with 

different altitudes shows that altitude plays a role in 

morphometric characteristics. According to Alonso-

Amelot (2008), highland plants have high 

adaptability to extreme environments. It was stated 

by Ahmad et al. (2020) that the ability of plants to 

adapt in the highlands is by adjusting their 

morphological and physiological characteristics. 

Halbritter et al. (2018) and Montesinos‐Navarro et 

al. (2011) also confirmed that the elevation gradient 

greatly affects abiotic factors, such as humidity, 

temperature, and light intensity in an area. 

 

Variations in leaf and stomata morphometrics of I. 

fagifer as affected by environmental parameters  
Environmental characteristics in the two areas with 

different altitudes are shown in Table 3. The condition 

of the two areas showed that light intensity 

influences temperature, while altitude is related to 

light intensity as indicated in Table 3.  The condition 

of the two areas showed that light intensity 

influences temperature, while altitude is related to 

light intensity as indicated in Table 3. Altitude is an 

environmental factor that greatly determines the 

relationship between leaf and stomata 

morphometrics in I. fagifer plants. The relationship 

of environmental factors to the leaf morphometric 

characteristics of I. fagifer plants is shown in Table 4.  

 

 
Table 3. Environmental characteristics 

Environmental Characteristics Ema Village Air Louw Village 

Light intensity 17,000 Lux 20,000 Lux 

Temperature (ᵒC) 25ºC 28ºC 

Altitude 600 m asl 200 m asl 

  

Table 4. Correlation of environmental factors with leaf morphometric characteristics 

Leaf 
Characteristics R R

2 
Sum of Square Mean Square 

F F sig (p) 
Reg. Res. Reg. Res. 

Leaf length 0.31 0.099 417.4371 3798.868 417.43713 65.5 6.3733
08 

0.014(*) 

Leaf width 0.46 0.2136 74.32614 273.564 74.32614 4.717 15.758
35 

0.00(*) 

Leaf midrib 
length 

0.32 0.1025 77.11201 675.319 77.112007 11.64 6.6227
93 

0.012(*) 

Leaf tip length 0.32 0.1003 0.074907 0.671787 0.074907 0.012 6.4672
12 

0.014(*) 

Leaf stalk length 0.65 0.418 1.581127 2.201347 1.581127 0.038 41.658
75 

0.00(*) 

Ratio of leaf 
length and width 

0.01 0.0001 0.001815 16.26631 0.001815 0.28 0.0064
72 

0.936 



23| Smith et al., Leaf and Stomata Morphometrics of Gayam 

 

  

Leaf 
Characteristics R R

2 
Sum of Square Mean Square 

F F sig (p) 
Reg. Res. Reg. Res. 

Ratio of leaf 
length and leaf 
midrib length 

0.3 0.09 0.411682 4.163537 0.411682 0.072 5.7349
17 

0.019(*) 

Ratio of leaf 
length and leaf 
stalk length 

0.42 0.1727 7390.602 35402.1997
6 

7390.6021 610.4 12.108
14 

0.001(*) 

Ratio of leaf 
length and leaf 
tip length 

0.47 0.2163 16625.69 60222.5031
4 

16625.692 1038 16.012
12 

0.00(*) 

    Description: Reg: Regression; Res: Residual; (*): significant 

 

Table 5. Effective contribution of environmental factors to leaf morphometric characteristics 

Leaf characteristics 

Effective Contribution of Environmental 
Factors Total (%) 

Temperature Light Altitude 

Leaf length 0.00 0.00 9.901 9.901 
Leaf width 0.00 0.00 21.36 21.36 
Leaf midrib length 0.00 0.00 10.25 10.25 
Leaf tip length 0.00 0.00 

10.03 10.03 
Leaf stalk length 0.00 0.00 

41.8 41.8 
Ratio of leaf length and width 0.00 0.00 

- - 
Ratio of leaf length and leaf midrib length 0.00 0.00 8.998 8.998 

Ratio of leaf length and leaf stalk length 0.00 0.00 17.27 17.27 

Ratio of leaf length and leaf tip length 0.00 0.00 21.63 21.63 

 

Table 6. Correlation of environmental factors with stomata morphometric characteristics 

Stomata 
Characteristics 

R R2 
Sum of square Mean square 

F F sig (p) 
Reg. Res. Reg. Res. 

Stomata length 0.992 0.983 2667.697 44.952 2667.697 4.495 593.452 0.00(*) 

Stomata width 0.992 0.985 2493.795 39.027 2493.795 3.903 638.997 0.00(*) 

Stomata opening 
size 

0.964 0.93 229.338 17.248 229.338 1.725 132.961 0.00(*) 

Number of stomata 0.843 0.711 1180.083 480.833 1180.083 48.08 24.542 0.00(*) 

Stomata index 0.915 0.838 0.288 0.056 0.288 0.006 51.575 0.00(*) 

Stomata density 0.879 0.772 370572.395 109402.096 370572.4 10940 33.873 0.00(*) 

    Description: Reg: Regression; Res: Residual; (*): significant 

 
Table 7. Effective contribution of environmental factors to stomata morphometric characteristics 

Stomata characteristics 
Effective Contribution of Environmental Factors Total 

(%) Temperature Light Altitude 

Stomata length 0.00 0.00 98.3 98.3 

Stomata width 0.00 0.00 98.5 98.5 

Stomata opening size 0.00 0.00 93 93 

Number of stomata 0.00 0.00 71.1 71.1 

Stomata index 0.00 0.00 83.8 83.8 

Stomata density 0.00 0.00 77.2 77.2 

 



Jurnal Riset Biologi dan Aplikasinya, 5(1): 16-26, March 2023 |24 

 

 

The relationship of environmental factors to the 

stomata morphometric characteristics of I. fagifer 

leaves is shown in Table 6. Environmental factors of 

light, temperature, and altitude have a significant 

relationship with all morphometric characteristics of 

I. fagifer leaves (p=<0.05). Previous research 

confirmed that environmental factors greatly affect 

stomata opening size (Casson & Gray, 2008). Qi & 

Torii (2018), reported that environmental factors 

stimulate stomata density. Harrison et al. (2020) also 

stated that environmental factors correlated with 

stomata size and density. 

The effective contribution of environmental 

factors was calculated to determine which stomatal 

morphometric characteristics were more dominant. 

The altitude effectively contributed to these stomatal 

morphometric characteristics, as indicated in Table 

7. Aslantaş & Karakurt (2009) stated that high areas 
have high rainfall while temperature, O2 and CO2 

levels decreased. This shows that the environmental 

factors of temperature, light, O2, CO2, and humidity 

depend on altitude. 

The low and high altitudes are related to 

temperature, light, and humidity. These 

environmental factors affect stomata length, width, 

opening size, number, index, and density 

simultaneously. Specifically, stomata opening is 

influenced by light (Elhaddad et al., 2014) and high 

temperature (Lawson & Blatt, 2014). Driesen et al. 

(2020) stated that stomata opening is influenced 

simultaneously by light, CO2, temperature, and 

humidity. Altitude greatly influences plant 

physiology, such as stomata density (Qiang et al., 

2003). Richardson et al. (2017) confirmed that 

stomata are adaptive tissues that modify their 

stomatal density, size, and form in response to 

environmental changes.  

 

CONCLUSION 

The results showed that different 

environmental conditions can provide variations in 

the morphology of the leaves and stomata of I. fagifer 

plants. Altitude is related to other environmental 

factors, such as temperature and light intensity, 

which can directly influence variations of leaves and 

stomata. This research can predict I. fagifer plants’ 

survival and adaptation to environment changes. 

 

ACKNOWLEDGEMENT 
The authors are grateful to the leadership of the 

Faculty of Teacher Training and Education at 

Pattimura University, which has provided funds for 

this research. The funding is stated in the Certificate 

Number 1087/UN13/SK/2021. 
 

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