Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016...

9
Advances i Advances Jour Copyright © 2016 by authors and Copyrig Growing Space R Growth of Two Ge The Indonesia Sta Ronggo Sadono, Djoko Soeprijad University of Gadjah Mada, Department of F Address For Correspondence: Ronggo Sadono, University of Gadjah Mada Yogyakarta 55281, Indonesia. Telp. +(62) 274 – 548815; email : rsadono This work is licensed under the Creativ http://creativecommons.org/licenses/by/ Received 12 February 2016; Accep ABSTRACT The growing space can be used for the basi determine the growing space ofPerhutani’s T inPerhutani’s Teak Plus stand plantation in orchards were chosen based on criteria of nu compartement, 30 dominant trees that have measured. Regression analysis was used to requirement of Perhutani’s Teak were classif is S curve model and Quadratic model to esti in age range 6 to 13 years following the S cu to the square and hexagon planting patterns b The growing space requirement and the numb KEYWORDS: Growing space requirem state forest enterprise Teak (Tectona grandis Linn f.) the market and mainly developed stable, strong and durable. On the risks factors such as illegal logg domination of young age of teak sta causes a problem related to lack of forest management of teak plantat Island to make a breakthrough in the To compensate the increasing Perhutani in 1998 develop Perhuta through tree breeding program such generative (planted seed clone). Th in Environmental Biology, 10(4) April 2016, Pages: 273-281 AENSI Journals s in Environmental Biology ISSN-1995-0756 EISSN-1998-1066 rnal home page: http://www.aensiweb.com/AEB/ ght, American-Eurasian Network for Scientific Information (AE Requirement, Diameter a enerative Teak Clones in P ate Forest Enterprise di, Wieke Herningtyas, Rissa Rahmadwiati Forest Management, Faculty of Forestry, Yogyakarta, Indonesia a, Department of Forest Management, Faculty of Forestry, Jl. Agr [email protected] ve Commons Attribution International License (CC BY). /4.0/ pted 28 April 2016; Available online 24 May 2016 is in describing growth and in providing a picture of tree competi Teak Plusstand and to predict itsdiameter and height growth as wel n Saradan, Madiun and Ngawi Forest Districts. JPP plantation umber of trees per hectare, the average stem diameter and the avera a good quality and health were selected. Then,the diameter, heigh o predict the growth, diameter and height of the trees. Results fied into two namely good class and poor class. The fit model is use imate Poor Class. There were an increase of growing space, diamet urve model. Growing space and the number of trees that provided to because,748 trees that should be plantedwas less than the reference mber of treeswere very crucial for predicting Perhutani’s Teak Plus ti ment, diameter and height growth, two generative teak clones, perhut INTRODUCTION ) is one of the luxurious forest wood products that has in Java. Teak wood has a good quality because its f other hand, degradation of plantation problems also ging, forest fires and forest disturbances [20]. The and (a class age I and II) in the conventional teak sta f harvestable trees [19]. This could be a good opportu tions and encourage Perhutani as one of forest mana e improvement of the teak wood quality. demand of teak, Center for Research and Developme ani’s Teak Plus or Jati Plus Perhutani (JPP). It is a s h as multiplication vegetative (cuttings and tissue cult he clones of JPParePHT I and PHT II (code of clon ENSI Publication). and Height Perhutani ro No. 1, Bulaksumur, ition. This research aimed to ll. This study was conducted originated from clonal seed age of tree height. From each ht and crown projection were showed that growing space ed to estimate good class that ter and height growth for JPP o the 6 years trees was not fit e number of trees determined. imber production. tani's teak plus, the indonesia s increasing demand in fibers and textures are occur by a number of ese are increasing the and. The class of forest unity and challenge for agement actor in Java ent (Puslitbang) perum superior teak produced ture) and multiplication nes) which are the two

Transcript of Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016...

Page 1: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

Advances i

Advances

Journal home p

Copyright © 2016 by authors and Copyrigh

Growing Space Requirement, Diameter and Height

Growth of Two Generative Teak Clones in Perhutani

The Indonesia State Forest Enterprise

Ronggo Sadono, Djoko Soeprijadi, Wieke Herningtyas, University of Gadjah Mada, Department of Forest Management, Faculty of Forestry, Yogyakarta, Indonesia Address For Correspondence:

Ronggo Sadono, University of Gadjah Mada, Department of Forest Management, Faculty of Forestry, Jl.

Yogyakarta 55281, Indonesia.

Telp. +(62) 274 – 548815; email : [email protected]

This work is licensed under the Creative Commons Attribution International License (CC BY).

http://creativecommons.org/licenses/by/4.0/

Received 12 February 2016; Accepted 28 April 2016; Available online 24 May 2016

ABSTRACT The growing space can be used for the basis in describing growth and in providing a picture of tree competition. determine the growing space ofPerhutani’s Teak Plusstand inPerhutani’s Teak Plus stand plantation in Saradan, Madiun and Ngawiorchards were chosen based on criteria of number of trees per hectare, the average stem diameter and the average of tree height.compartement, 30 dominant trees that have a measured. Regression analysis was used to predict requirement of Perhutani’s Teak were classified into two namely is S curve model and Quadratic model to estimate Poor Class. in age range 6 to 13 years following the S curveto the square and hexagon planting patterns becauseThe growing space requirement and the number of tree

KEYWORDS: Growing space requirementstate forest enterprise

Teak (Tectona grandis Linn f.) is one of the luxurious forest wood products that has increasing demand in

the market and mainly developed in Java.stable, strong and durable. On the other handrisks factors such as illegal logging, forest fires and forest disturbances domination of young age of teak stand (a class age I and II) in the conventional teak stand. The class of causes a problem related to lack of harvestable trees forest management of teak plantationsIsland to make a breakthrough in the improvement of the teak wood quality.

To compensate the increasing demand of teak, Center for Research and Development (Puslitbang) perum Perhutani in 1998 develop Perhutani’s Teak Plus or Jati Plus Perhutani (JPP). It is a superior teak produced through tree breeding program such as generative (planted seed clone). The

in Environmental Biology, 10(4) April 2016, Pages: 273-281

AENSI Journals

ces in Environmental Biology

ISSN-1995-0756 EISSN-1998-1066

Journal home page: http://www.aensiweb.com/AEB/

Copyright, American-Eurasian Network for Scientific Informatio n (AENSI Publication).

Growing Space Requirement, Diameter and Height

Growth of Two Generative Teak Clones in Perhutani

The Indonesia State Forest Enterprise

Ronggo Sadono, Djoko Soeprijadi, Wieke Herningtyas, Rissa Rahmadwiati

Gadjah Mada, Department of Forest Management, Faculty of Forestry, Yogyakarta, Indonesia

Ronggo Sadono, University of Gadjah Mada, Department of Forest Management, Faculty of Forestry, Jl. Agro No. 1, Bulaksumur,

548815; email : [email protected]

This work is licensed under the Creative Commons Attribution International License (CC BY).

http://creativecommons.org/licenses/by/4.0/

12 February 2016; Accepted 28 April 2016; Available online 24 May 2016

The growing space can be used for the basis in describing growth and in providing a picture of tree competition. i’s Teak Plusstand and to predict itsdiameter and height growth as well

in Saradan, Madiun and Ngawi Forest Districts. JPP plantation originated from clonal seed on criteria of number of trees per hectare, the average stem diameter and the average of tree height.

that have a good quality and health were selected. Then,the diameter, height and crown projection were to predict the growth, diameter and height of the trees. Results

were classified into two namely good class and poor class. The fit model is used to estimate good classis S curve model and Quadratic model to estimate Poor Class. There were an increase of growing space, diameter and height growth for JPP

the S curve model. Growing space and the number of trees that provided to tpatterns because,748 trees that should be plantedwas less than the reference

and the number of treeswere very crucial for predicting Perhutani’s Teak Plus timber production

Growing space requirement, diameter and height growth, two generative teak clones, perhutani's teak plus,

INTRODUCTION

Linn f.) is one of the luxurious forest wood products that has increasing demand in the market and mainly developed in Java. Teak wood has a good quality because its fibers and textures are stable, strong and durable. On the other hand, degradation of plantation problems also occurrisks factors such as illegal logging, forest fires and forest disturbances [20]. These are increasing the domination of young age of teak stand (a class age I and II) in the conventional teak stand. The class of causes a problem related to lack of harvestable trees [19]. This could be a good opportunity and challenge for forest management of teak plantations and encourage Perhutani as one of forest management actor in Java

he improvement of the teak wood quality. To compensate the increasing demand of teak, Center for Research and Development (Puslitbang) perum

Perhutani in 1998 develop Perhutani’s Teak Plus or Jati Plus Perhutani (JPP). It is a superior teak produced such as multiplication vegetative (cuttings and tissue culture. The clones of JPParePHT I and PHT II (code of clones) which

(AENSI Publication).

Growing Space Requirement, Diameter and Height

Growth of Two Generative Teak Clones in Perhutani –

Agro No. 1, Bulaksumur,

The growing space can be used for the basis in describing growth and in providing a picture of tree competition. This research aimed to as well. This study was conducted

. JPP plantation originated from clonal seed on criteria of number of trees per hectare, the average stem diameter and the average of tree height. From each

, height and crown projection were Results showed that growing space

The fit model is used to estimate good class that diameter and height growth for JPP

to the 6 years trees was not fit the reference number of trees determined.

timber production.

perhutani's teak plus, the indonesia

Linn f.) is one of the luxurious forest wood products that has increasing demand in its fibers and textures are

ntation problems also occur by a number of . These are increasing the

domination of young age of teak stand (a class age I and II) in the conventional teak stand. The class of forest a good opportunity and challenge for

encourage Perhutani as one of forest management actor in Java

To compensate the increasing demand of teak, Center for Research and Development (Puslitbang) perum Perhutani in 1998 develop Perhutani’s Teak Plus or Jati Plus Perhutani (JPP). It is a superior teak produced

culture) and multiplication (code of clones) which are the two

Page 2: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

274 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

leading clone that already have Perlindungan Varietas Tanaman right (PVT) from the Central of Plant Variety Protection by Agriculture Department in 2009. The JPP grows rapidly and homogenly twice or three folds better in wood productivity compared to local teak seeds. JPP has a superior and stable growth, and also adaptive to various growing places resulting from very tight selection process. JPP can only have a 20-year cycle, characterized by straight and silindris in stem performance [14].

The growing space is related to the area that was occupied by every tree and declared in the distance to the tree [5]. The growing space area is restricted by the surface of the ground that is available and the neighbor trees related with the lateral growth [7]. Width and height of tree crown will open a growing space due to the stimulus to get enough light. The wider crown and the denser stand population, the more growing space are needed. The growing space refers to all of available resources that is required by a tree to be able to survive in a particular location [25] and have an effect on the tree growth [7].

The increase of age, tree crown has grown and the available growing space will not insufficient anymore. It also happens to the neighbor trees especially for the trees nearby. Overlapping of crown led to the total surface of tree crown becomes narrower. As a result, the tree will not be able to do its function as an agent of photosynthesis perfectly. This case results in the reduction of photosynthesis products and growth [26].

The dynamic of tree crown shows the competitive interaction that is better than the less flexible diameter [9]. Hann [10] said that the development of tree crown can be used to determining stand density where the development of crown are needed by the trees to grow optimally. The space of crown can also be used for the basis in describing growth of the tree and in providing a picture of tree competition. The size of tree crown is related to the capacity of tree photosynthesis which is also an important parameter of stand growth. The crown is also very relevant with growth rate which is correlated to a crown and the stem diameter, and also the tree density of the stand [11]. According to Nurhasybi et al. [13], the variation of diameter growth, the height and crown were not only influenced by genetic factors but also the environmental factors.

The growing space has very strong correlation with physiological process of each individual trees in wood producing [3,15]. This study aimed to determine the growing space of JPP stand and to predict the diameter and height growth of JPP.

MATERIAL AND METHODS

Study site:

This study was conducted in compartments ofJPPplants in Madiun Forest Planning Sectionnamely Saradan, Madiun and Ngawi Forest Districsin Perhutani Regional Division of East Java. JPP plantation originated from clonal seed orchards were chosen based on criteria of number of trees per hectare, the average stem diameter and the average of tree height. From those three criteria were finally selected JPP compartments with easiest accessibility and easiest route of measurement.In JPP compartments, the sampleswere determined by exploring and selected 30 dominant trees of JPPthat have a good quality and health including superiority by age 6 to 13 years that planted from the generative seed clone. The sampling number were determined by considering requirements for the normal distribution. The measurement in 2013, 2014 and 2015 were compiled. Material data:

The data was collected at the end of 2013, 2014 and 2015 incompartments of JPP Madiun Forest Planning Section. Measurements of stem diameter and height of 30 samples dominant trees were carried outin eachcompartmentofJPPplant for each age 6 to 13 years. Compartments selection was done by making 3 compartments in every age class (6-13 years) for each forest district. The location of compartmentswas depicted in Table 1. The selection of sample treewas conducted by choosing the tree in each compartments based on criteria that were considered to be able to represent the properties of forest representatively.

Table 1: The selected JPP compartments based on year of observation and age of platation

Year of observations

Age (years)

Observated Compartment (for each Forest District)

Madiun Saradan Ngawi 2013 6 83a, 92, 112a 121, 104g, 136c 53b, 54c, 56k 7 76d, 92b 50a, 165a, 136a 44d, 44a, 47g 8 65b, 89b, 34a 133a, 152g, 6b 103a 9 118d, 114f 92b, 2b 151g, 3i 10 62e, 103g, 76a 77c 151h 11 118h, 121d, 62b 123a - 12 - - - 13 - - - 2014 6 - - - 7 112a, 60c, 59a 152g, 98b, 100a 51d, 3c, 50b 8 72c, 70d, 92b 106b, 152a, 160g 4h, 4b, 7b 9 34a, 72b, 74d 152b, 152c, 102a -

Page 3: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

275 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

10 100k, 118d, 114c 2b, 93b 151g, 3i 11 123b, 76a, 74c 77c 151h 12 117d, 121f, 117k 123a 156b 13 - - - 2015 6 69a, 67d, 103c 16d, 67a - 7 26, 2b, 3a 121c, 6b 73c, 174k 8 228a,145b, 79a, 69e, 100a 100a, 89b, 104g 45b, 48f, 64g 9 92a, 78c, 152b 160b, 114d, 81a 47h, 49d, 65g, 65h2 10 34a, 74d, 80a 94b, 6c, 96d 22h, 175g, 143a, 135e 11 118d, 296b, 90g 2b, 93c, 84a 2b 12 76a, 123b, 82a 71c, 93d, 96a 167e 13 121f, 101i, 117k 16a, 91a, 123a 45a, 47a, 52d, 72b

Tree Measurement:

Prediction of the JPP stand growing space was conducted by measuring dominant trees crown projection area. From each sample tree, diameter, total height and lenght of crown projection in four cardinal directions were measured. Measurements of average crown diameter come from four radius, and then divided into two. The length crown projection measurement were used to calculate the area of crown projection [22].

According to Simon [24], diameter measurement, was done using diameter at breast height (dbh), because it was easier and had a strong correlation with other parameters such as basal area and the stem volume. Measurements of dbh was done at 1.3 m above ground of stem diameter by using phi band, while measurements of tree height was done using haga hypsometer.

Measurements of crown projection was based on the assumption that the vertical crown projection of the tree was in a circle shape. The average of crown diameter can be defined in a variety of ways, but it is commonly based on: average maximum and minimun of crown diameter (1), average maximum crown diameter and measured perpendicularly at the maximum front axle (2), and average diameter by randomly selection in some ways and the second diameter was taken perpendicularly from the first [2]. Growing Space Estimation and Requirement:

The growing space for each individual was defined as the horizontal dimension of surface area that was available or large of crown projection to the ground [7]. Crown projection was measured by using the assumption that crown area equivalent to circle form that was calculated by using average crown diameter [16]. In this study, crowns area were calculated to describe the actual growing space at that time. Crown projection area based on the average crown radius with the diameter value was calculated and then divided into two. While crown peripherals area where crown area with the diameter calculated based on the largest crown radius multiplied by two.

Growing space assessment in every individual's age was determined from the plus tree as a reference that refers to the Assmann formula [1]; Pretzsch [17] Sadono [21] where there were two geometry theories describing the setting up the stand growing space: the square and the hexagon. In this case, the distance between the trees could be in square or triangle. Growing space requirement was obtained by counting the prediction of crown projection area. The average of diameter, crown projection area and total height tree in every age were analyzed by regression to know the best equation that will be used to determine the growth prediction. Diameter and Height Analysis:

Simon [24] stated that a common measurement of diameter at breast height as the easiest measurement and closely correlated with other tree parameters. Diameter is one of the dimensions that have significance in data collection on the potential of forests management purposes. In addition, trees height is also another significance dimension in the assessment of forest products. Diameter and height growth were analyzed to show the correlation to growing space.

In the early stages of growth and yield stands modeling is firstly done by data checking with descriptive analysis software SPSS 20. Descriptive analysis of diameter and height distribution of the JPP was also done by eliminating outliers. Distribution showed various data distribution at each age. Furthermore, regression analysis was also followed by curve estimation by entering the age, diameter, and height as variables in each class to determine the growth model of JPP. The value of the analysis will use to describe the curve fit. The best model for growth and yield JPP stand is selected from the equation with highest R2 that the value approaching to 1 and it also has lowest standard error estimation (SEE) or even approaching 0. When the best model is established, then, height and diameter at breast height (dbh) was also performed to predict.

Page 4: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

276 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

RESULTS AND DISCUSSIONS

Crown dimension: Result of the crown radius projection was used to calculate crown projection area. By using the value of

crown radius projection average in circles formula, then, the large of crown projection for tree samples have been already known. The distribution of stem diameter, crown projection area and the height in box plot for each age before excluding the outliers was showed in Figure 1.

(a) (b) (c)

Fig. 1: The distribution of stem diameter in the box plot (a) diameter, (b) crown projection area, and (c) total

height compared with the outliers According to Sadono (2013), based on the regression analysis result, the relationship between diameter and

growing space showed linear correlation (P < 0.05) while total height and growing space did not show linear correlation (P > 0.05). However, growing space purposes for providing maximum of lateral and vertical tree growth. The distribution of stem diameter, crown projection area and total height in box compartments for each age, after omitting the outliers are dispalyed in the Figure 2. There is an increase of diameter, crown projection area, and total height for each age. It means that the observed data showed the normality.

(a) (b) (c)

Fig. 2: The distribution of crown projection area in box plot (a) diameter, (b) crown projection area, and (c)

total height without the outliers The measurement result of stem diameter from all sample trees were analyzed by descriptive statistics and

box plot based on the age, it was used to determine the distribution of stem diameter for each age. After excluding the outliers, then it could be seen in the figure of box compartments that the stem diameter value between age 6 to 13 years were increasing. The crown projection in the box plot based on the age was used to determine the distribution of crown projection area for each age. After deleting the outliers, then it could be seen in the boxplot for each age that there was insignifigant differences between crown projection area of age 8, 9 and 10 years. From the Figure 2, it could be seen that there were many outliers value in each age except 13 years old stand. After omitting the outliers, then it could be seen in the boxplot for each age that there was no significant differences between the total height trees at age 8 and 9 years. From the descriptive statistics analysis of diameter, crown projection area (CPA) and total height trees are presented in Table 2.

Page 5: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

277 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

Table 2: Descriptive statistics for each age Age (years)

Number of trees samples (N)

The dimensions of trees

Mean

Standard deviation

Confidence Interval 95%

Lower limit Upper Limit 6 388 stem diameter 11.691 cm 2.908 cm 11.401 cm 11.981 cm CPA 9.822 m2 5.607 m2 9.262 m2 14.382 m2 total height 9.389 m 2.322 m 9.158 m 9.621 m 7 678 stem diameter 14.137 cm 2.781 cm 13.928 cm 14.347 cm CPA 14.056 m2 6.375 m2 13.576 m2 14.537 m2 total height 11.672 m 1.806 m 11.536 m 11.808 m 8 774 stem diameter 15.873 cm 2.776 cm 15.677 cm 16.069 cm CPA 16.899 m2 6.583 m2 16.435 m2 17.364 m2 total height 12.113 m 1.723 m 12.992 m 12.235 m 9 617 stem diameter 16.049 cm 2.741 cm 15.833 cm 16.266 cm CPA 16.512 m2 6.441 m2 16.003 m2 17.022 m2 total height 12.226 m 1.770 m 12.862 m 12.366 m 10 576 stem diameter 16.603 cm 2.689 cm 16.383 cm 16.823 cm CPA 16.936 m2 6.882 m2 16.373 m2 17.499 m2 total height 12.969 m 1.806 m 13.821 m 13.117 m 11 450 stem diameter 17.775 cm 2.936 cm 17.503 cm 18.047 cm CPA 19.285 m2 8.548 m2 18.930 m2 20.077 m2 total height 13.178 m 1.858 m 13.006 m 13.350 m 12 332 stem diameter 18.399 cm 3.069 cm 18.067 cm 18.730 cm CPA 20.694 m2 7.477 m2 19.886 m2 21.501 m2 total height 13.567 m 1.793 m 13.374 m 13.760 m 13 285 stem diameter 19.547 cm 3.104 cm 19.185 cm 19.909 cm CPA 23.445 m2 8.950 m2 22.402 m2 24.489 m2 total height 13.982 m 2.410 m 13.702 m 14.263 m

In the Table 3 the growth equation of diameter, crown projection of JPP and total height tree were shown,

which were selected from analysis based on the highest R2 value and the lowest SEE value. The fit models that can be used to estimate diameter, crown projection area, and total height are S model for each dimension (P < 0.05). Table 3: Equations for diameter, crown projection, and height of JPP

The dimensions of trees

Models Equation R2 Adj R2 SEE F Sig.

Diameter S Y= e (3.340-5.130 /age) 0.331 0.331 0.190 2029.767 0.000 Crown projection S Y= e (3.700-8.699 /age) 0.175 0.175 0.492 868.995 0.000 Height S Y= e(2.929-3.787 /age) 0.258 0.258 0.167 1422.541 0.000

Results showed that R2 value of diameter growth model, crown projection, and the heigth of tree as well as

were likely to have the highest R2 that close to 1 and the lowest SEE that close to 0. These equations that have the highest R2 would be the best equation.

From the growing space prediction, diameter and height were analyzed by each relation. Figure 3 shows the scatter compartments that described the correlation between each tree dimension that were analyzed by Pearson correlation. The relations between growing space and the diameter was very strong and the relations between growing space and the height was low. According to Schuler et al. [23], the relationship between diameter (DBH), and the crown diameter was described from a linear regression model and the diameter (DBH) could be the most important predictor.

(a) (b) (c)

Fig. 3: Scatter plot for correlation of (a) height with the growing space (b) height with diameter,(c)diameter

with growing space

Page 6: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

278 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

In each class of good and poor, the correlation analysis done for each variables. The result shows that in the class of good, relationship between the diameter and growing space has a strong and positive correlation of 0.561, it means that more larger of the diameter more wider the growing space. For the relationship between the growing space and total height indicates that the growing space has positive correlation but tend to be weak amounting 0,279. The results of the correlation between the variables in the Good class can be seen in table 4.

Table 4: Correlation between variables in Good Class Correlations Growing space Diameter Total height

Growing space Pearson Correlation 1 0.561** 0.279** Sig. (2-tailed) 0.000 0.000 N 2095 2095 2095

Diameter Pearson Correlation 0.561** 1 0.434** Sig. (2-tailed) 0.000 0.000 N 2095 2095 2095

Total height Pearson Correlation 0.279** 0.434** 1 Sig. (2-tailed) 0.000 0.000 N 2095 2095 2095

**. Correlation is significant at the 0.01 level (2-tailed).

In the class of Poor, correlation between growing space and the diameter has a strong and positive

correlation of 0,618. While, the correlation between growing space and total height shows positive correlation of 0,441. The value of the correlation is greater than 0.5, it means that variables have a strong correlation with other variables and vice versa. The results of the relationship between the variables in the Poor class can be seen in table 5.

Table 5: Correlation between variables in Poor Class Correlations Growing space Diameter Total height

Growing space Pearson Correlation 1 0.618** 0.441** Sig. (2-tailed) 0.000 0.000 N 2005 2005 2005

Diameter Pearson Correlation 0.618** 1 0.630** Sig. (2-tailed) 0.000 0.000 N 2005 2005 2005

Total height Pearson Correlation 0.441** 0.630** 1 Sig. (2-tailed) 0.000 0.000 N 2005 2005 2005

**. Correlation is significant at the 0.01 level (2-tailed).

After that, things that further to be done was the T Test statistics. The T test was conducted to see the

difference of each class significantly or not. The T test was done by using the software MS Excel through 2 ways namely T-Test with Two-Sample Assuming Equal Variances and T-Test with Two-Sample Assuming Unequal Variances. The results show that the P value for each test has a value < 0.05 amounting 0.000 which means that growing space on the class of Good and Poor differ significantly. The results can be seen in Table 6.

Table 6: Result of T-Test for two independent growing space class

Class of Growing Space Equal Unequal Good Poor Variances Variances Mean 22.15808528 11.05934365 Variance 40.15700901 17.0607324 Observations 2095 2005 Pooled Variance 28.86249014 Df 4098 3620 T Stat 66.12476117 66.71343733 P(T<=t) two-tail 0 0 T Critical two-tail 1.960542984 1.960619471

Number of trees in the plants area were determined after knowing the prediction of crown projection and

the count of crown diameter based on the growing space. There were two ways to determine the number of trees based on the growing space, they are square and hexagon.

Classification of growing space was differenciated into two based on the good and poor growing space obtained from the regression of percentile value. Figure 4 presents the graphic of growing space distribution that based on 50thpercentile. It shows howthe distribution of growing space increased from the percentile value. After the percentile could be seen from the data, then the distribution of growing space class could be determined. From graphics, growing space class could be determined based on the location of percentile graphic line. Good growing space classwas located above the line graph of 50th percentile, while poor growing space

Page 7: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

279 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

class located under the line graph of 50th percentile. Table 7 provides crown projection growth equation, diameter and the height based on the good and poor growing space respectively. The results show that the models for crown projection area, diameter, and height in Good class of growing space follow the S curve (P < 0.05). Meanwhile, in Poor Class of growing space, the crown projection follows the Quadratic model. The diameter and height growth models follow the S curve (P < 0.05). Table 8 present a growing space requirement on the good and poor growing space respectively. Table 9 present the number of trees per hectare in the two classes. Afterwards, growing space is grouped to see relation between the actual growing space and diameter, total height.

Fig. 4: The distribution of growing space separated into two parts based on modeling the median value

Table 7: Equations for diameter, crown projection, and height of JPP trees in good and poor growing space class

Class The dimensions of trees

Models Equation R2 Adj R2 SEE F Sig.

Good Crown projection S Y= e (3.897-7.194 /age) 0.416 0.415 0.218 1489.211 0.000 Diameter S Y= e (3.364-4.64 /age) 0.358 0.358 0.159 1167.430 0.000 Height S Y= e (2.834-2.779 /age) 0.174 0.173 0.155 439.815 0.000

Poor Crown projection Quadratic Y=-.019+3.143*age-0.099*age 2

0.419 0.418 3.150 721.584 0.000

Diameter S Y= e (3.334-5.804 /age) 0.418 0.418 0.182 1438.374 0.000 Height S Y= e (3.024-4.813 /age) 0.354 0.354 0.173 1099.274 0.000

Table 8: Growing space requirement for each class

Class Age (years) Number of trees Diameter (cm) Height (m) Growing Space (m2) Good 6 170 13.338 10.706 14.850 7 386 14.896 11.438 17.624 8 479 16.183 12.020 20.040 9 292 17.260 12.493 22.146 10 245 18.174 12.885 23.989 11 206 18.957 13.215 25.610 12 158 19.635 13.496 27.044 13 159 20.228 13.738 28.321 Poor 6 218 10.661 9.224 6.275 7 292 12.241 10.344 8.131 8 295 13.578 11.272 9.789 9 325 14.718 12.051 11.249 10 331 15.699 12.713 12.511 11 244 16.549 13.282 13.575 12 174 17.293 13.775 14.441 13 126 17.949 14.207 15.109

0

5

10

15

20

25

30

35

40

45

50

5 6 7 8 9 10 11 12 13 14

Gro

win

g s

pa

ce (

m2

)

Age (years)

y =e (3.721-8.558/age)

Page 8: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

280 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

Table 9: The number of trees per hectare of good growing space for each age

Class Age (years) Crown Diameter (m) The radius (m) Number of trees (N/ha) Square Hexagon

Good 6 4.348 2.174 529 611 7 4.737 2.368 446 515 8 5.051 2.525 392 453 9 5.310 2.655 355 410 10 5.526 2.763 327 378 11 5.710 2.855 307 354 12 5.868 2.934 290 335 13 6.004 3.002 277 320 Poor 6 2.826 1.413 1252 1445 7 3.217 1.608 966 1115 8 3.530 1.765 802 926 9 3.784 1.892 698 806 10 3.991 1.995 628 725 11 4.157 2.078 579 668 12 4.287 2.143 544 628 13 4.386 2.193 520 600

In that range of 6 to 13 years, growing space requirement increased and followed the S curve. It was

planted with the plant distance of 3 x 3 m and the thinning activity was conducted at age 5 years. After thinning, there were 748 remaining trees. The growing space provided at that age of 13.37 m2 area. The growing space requirement of age 6 are a bit narrower from the available growing space which was equal to 13.37 m2. In the age over 8 years, the growing space requirement various increasingly.

The 748 reference trees at age 6 years up were not suitable for square and hexagon pattern because the number of trees that there should be in the plants area was lower than the suggested number in the reference. Number of live trees at the age 6 years with square and hexagon pattern were not fit with 748 number of reference trees. According to Sadono et al. [22], based on two models to estimate growing space, square form (quadrate spacing) cannot provide space maximally, but this form is more efficient with respect to application in field. On the contrary, hexagonal form (triangular spacing) is efficient theoretically and families are arranged to minimize competition, but application of hexagonal form in progeny test is impracticable.

Conclusion:

Growing space requirement of JPP in Madiun, Saradan, and Ngawi Forest District were classified into two namely good class and poor class. The fit models that can be used for estimating good class is S curve and Quadratic model for estimating poor class. There was an increase of growing space, diameter and height growth for JPP in age range 6 to 13 years that follow the S curve model. The reference of growing space and the number of trees that provided at the age 6 years was not fit to square or hexagon planting patterns because the number of trees that there should be in the plantation area was less than the determined number of trees. The reference of growing space and the number of the tree was very important in predicting the JPP timber production.

ACKNOWLEDGEMENT

We are grateful to Gadjah Mada University, especially Faculty of Forestry for financial support, and Perum

Perhutani East Java Region Division for giving permits. Special thanks to management and staff of Madiun, Saradan, and Ngawi Forest Districts for logistical support, use of facilities and kindness friendship. We are also thankful to measurement team and anyone who support this research and manuscript as well as anonymous reviewers for constructive comments on this manuscript.

REFERENCES

[1] Assmann, E., 1970. The Principles of Forest for higher-yielding Studies. Pergamon Press, Oxford,

506 government regulation. [2] Avery, T.E. and H. TSCHINKEL.E. Burkhart, 2002. Forest Measurements. McGraw-Hill. New York. [3] Baldwin Jr, VC., The basic competency. Peterson, A. Clark III, wed. Ferguson, MR. Strub, [4] DR. Bower, 2000. The effects of spacing and thinning on the stand and trees characteristicsof 38-year old

loblolly pine. Forest Ecology and Management, 137(1): 91-102. [5] Daniel, T.W., J.A. Helms and F.S. Baker, 1987. The Principles of the Silviculture (translation). Gadjah

Mada University Press. Yogyakarta. [6] Departemen Kehutanan Republik Indonesia, 1992. Manual Kehutanan. Depertemen Kehutanan Republik

Indonesia. Jakarta. (In Bahasa Indonesia)

Page 9: Growing Space Requirement, Diameter and Height Growth of ... · 274 et alRonggo Sadono , 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

281 Ronggo Sadono et al, 2016 Advances in Environmental Biology, 10(4) April 2016, Pages: 273-281

[7] Foli, E.G., D. Alder Reaction, H.G. Miller and M.D. Swaine, 2003. Modeling Growing Space Requirements for some Tropical Forest Tree Species. Forest Ecology and Management., 173: 79-88.

[8] Forrester, D.I., J.J.Collopy, C.L. Wells Beadle, T.G. Baker, 2013. Effect of Thinning, Pruning and nitrogen Fertiliser Application on Light Interception and Light-Use Requiring in a Young eucalyptus nitens Plantation. Forest Ecology Management., 288: 21-30.

[9] Getzin, S., K. Wiegand, J. Schumacher, F.A. Gougeon, 2008. Scale-Dependent Competititon at the Stand Level Assessed from Crown Areas. Forest Ecology and Management., 255: 2478-2485.

[10] Hann, D.W., 1997. Equations for Predicting the largest Crown Width of the Stand-Grown trees in Western Oregon. For /NSR/RES Lab, Oregon State Univ, Corvallis. /NSR/RES Contrib 17.pp: 14.

[11] Hemery, G.E., P.S. Savill and S.N. Pryor, 2005. Application of the Crown Diameter-Stem Relationship for different Species of Broadleaved Trees. Forest Ecology and Management., 215: 285-294.

[12] Heitzman, E and R.D. Nyland, 1991. Cleaning and early crop-tree releases in Northen tonne hardwood kraft Stands: A review. Northen J. Appl. For., 8: 111-115.

[13] Nurhasybi, Sudrajat, D.J., K. Diatna, 2008. Pemilihan Acacia mangium untuk sumber benih dengan teknik analisa biplot dan korespondensi di Parung Panjang, Bogor, Jawa Barat. JMHT XIV(1): 28-40. (In Bahasa Indonesia)

[14] Perhutani, 2013. Revisi Penjarangan Tanaman 6x2. Perhutani (In Bahasa Indonesia) [15] Perez and Kanninen, 2005. Effect of Thinning on Stem Form and Wood Characteristics of Teak (Tectona

grandis) in a humid Tropical Sites in Costa Rica. Silva Fenica, 39(2): 217-225 [16] Philip, S.M., 1994. Measuring trees and Forest. CAB International. UK. [17] Pretzsch, 2009. Forest Dynamics, Growth and higher-yielding assets. From Measurement to

Model.Springer-Verlag. Berlin Heidelberg. [18] Ray, D., R.D. Yanai, R.D. Nyland, T.R. Mc Connell, 2011. Growing-Space Relationships in Young Even-

Aged Northern Hardwood Stands Based on Individual-Tree and Plot-Level Measurements. Northern Journal of Applied Forestry, 28(1): 27-35(9)

[19] Rohman, 2008. Casualty Per Cent dalam Perhitungan Etat Hutan Tanaman Jati Perum Perhutani. JMHT XIV(2): 54-60. (In Bahasa Indonesia)

[20] Rohman, Warsito, Supriyatno, Purwanto, Atmaji, 2014. Evaluation of Annual Allowable Cut (AAC) Treatment of Teak Forest Plantations in Perum Perhutani, Indonesia. JMHT, XX(3): 195-202.

[21] Sadono, R., A. Nirwanawati, A. Murdjoko, A.B. Santosa, I. Rachman, 2014. Growing Space Estimation of Teak Through Dominant Family Approach at Progeny Trial in Ngawi Forest District. Advances in Environmental Biology, 8(5): 1890-1896.

[22] Sadono, 2014. Determining Growing Space of Perhutani's teak plus Plantation in Madiun, Saradan and Ngawi Forest District, East Java, Indonesia. Australian Journal of Basic Applied Sciences, 8(10): 427-43.

[23] Schuler, J., J. Cueni, H. Spiecker, W.F. Guo, 2013. Modeling growing space of four this special event broadleaved tree species in southern China. Forest Science Cop, 15(3): 167-178.

[24] Simon, H., 2007. Metode Inventore Hutan. Pustaka Pelajar. Yogyakarta (In Bahasa Indonesia) [25] Smith, D.M., 1986. The Practice of Silvikulture, 8th Edition. Wiley. New York. [26] Thojib, A., 1991. Pengaruh Umur, Kerapatan dan tempat Tumbuh Terhadap Diameter Jati. Fakultas

Kehutanan Universitas Gadjah Mada (In Bahasa Indonesia)