Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.

Problem statement: Spatial modeling has many applications in various fields like agriculture, meteorology, forestry and it takes into consideration the spatial correlation structures. In the field of forestry the growth rate, in particular, the diameter of trees is usually an important parameter. Th...

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Main Authors: M. Elobaid, Rafida, Shitan, Mahendran, Ibrahim, Noor Akma, Awang Noor, Abd Ghani, Daud, Isa
Format: Article
Language:English
English
Published: Science Publications 2009
Online Access:http://psasir.upm.edu.my/id/eprint/14628/1/Evolution%20of%20spatial%20correlation%20of%20mean%20diameter.pdf
http://psasir.upm.edu.my/id/eprint/14628/
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spelling my.upm.eprints.146282015-10-22T07:19:22Z http://psasir.upm.edu.my/id/eprint/14628/ Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest. M. Elobaid, Rafida Shitan, Mahendran Ibrahim, Noor Akma Awang Noor, Abd Ghani Daud, Isa Problem statement: Spatial modeling has many applications in various fields like agriculture, meteorology, forestry and it takes into consideration the spatial correlation structures. In the field of forestry the growth rate, in particular, the diameter of trees is usually an important parameter. The growth rate of trees in a forest is likely to be influenced by various factors like nutrients, fertility of soil, sunshine and rainfall. In this study, we investigated the spatial correlation of the mean diameter of trees in the natural Dipterocarp forest in Gunung Tebu forest reserve, Terengganu, Malaysia. Approach: The diameters were measured using the diameter tape and the unit of measurement is in centimeters (cm). The main sampling unit was 1 ha plot of 100 by 100 m located approximately in the centre of each treatment block. Within the 1 ha sample plot, the quadrants (20 by 20 m) were numbered consecutively from 1-25 and in the outer 16 quadrants; all trees having a diameter at breast height over bark (dbh) of 15.0 cm or more are individually numbered, tagged and enumerated. Using the rook's and queen's neighborhood structure, we computed the Moran's spatial correlation coefficient for the mean diameter of trees in each quadrant for the years 1975 up to 1986. Results: We found that there was a negative spatial correlation among the mean diameter of trees in the 16 quadrants (cases) of the natural Dipterocarp forest in Gunung Tebu forest reserve, Terengganu at α level 0.10. Conclusion/Recommendations: The existence of negative spatial correlation indicated that there was competition among the trees in Dipterocarp forest as a result of tree growth over time which was affected by species, size, age and other environmental factors. Further research will concentrate on the spatial modeling of diameter of trees for the years where negative correlation was found. Science Publications 2009 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/14628/1/Evolution%20of%20spatial%20correlation%20of%20mean%20diameter.pdf M. Elobaid, Rafida and Shitan, Mahendran and Ibrahim, Noor Akma and Awang Noor, Abd Ghani and Daud, Isa (2009) Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest. Journal of Mathematics and Statistics, 5 (4). pp. 267-269. ISSN 1549-3644 10.3844/jmssp.2009.267.269 English
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
English
description Problem statement: Spatial modeling has many applications in various fields like agriculture, meteorology, forestry and it takes into consideration the spatial correlation structures. In the field of forestry the growth rate, in particular, the diameter of trees is usually an important parameter. The growth rate of trees in a forest is likely to be influenced by various factors like nutrients, fertility of soil, sunshine and rainfall. In this study, we investigated the spatial correlation of the mean diameter of trees in the natural Dipterocarp forest in Gunung Tebu forest reserve, Terengganu, Malaysia. Approach: The diameters were measured using the diameter tape and the unit of measurement is in centimeters (cm). The main sampling unit was 1 ha plot of 100 by 100 m located approximately in the centre of each treatment block. Within the 1 ha sample plot, the quadrants (20 by 20 m) were numbered consecutively from 1-25 and in the outer 16 quadrants; all trees having a diameter at breast height over bark (dbh) of 15.0 cm or more are individually numbered, tagged and enumerated. Using the rook's and queen's neighborhood structure, we computed the Moran's spatial correlation coefficient for the mean diameter of trees in each quadrant for the years 1975 up to 1986. Results: We found that there was a negative spatial correlation among the mean diameter of trees in the 16 quadrants (cases) of the natural Dipterocarp forest in Gunung Tebu forest reserve, Terengganu at α level 0.10. Conclusion/Recommendations: The existence of negative spatial correlation indicated that there was competition among the trees in Dipterocarp forest as a result of tree growth over time which was affected by species, size, age and other environmental factors. Further research will concentrate on the spatial modeling of diameter of trees for the years where negative correlation was found.
format Article
author M. Elobaid, Rafida
Shitan, Mahendran
Ibrahim, Noor Akma
Awang Noor, Abd Ghani
Daud, Isa
spellingShingle M. Elobaid, Rafida
Shitan, Mahendran
Ibrahim, Noor Akma
Awang Noor, Abd Ghani
Daud, Isa
Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
author_facet M. Elobaid, Rafida
Shitan, Mahendran
Ibrahim, Noor Akma
Awang Noor, Abd Ghani
Daud, Isa
author_sort M. Elobaid, Rafida
title Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
title_short Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
title_full Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
title_fullStr Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
title_full_unstemmed Evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
title_sort evolution of spatial correlation of mean diameter : a case study of trees in natural dipterocarp forest.
publisher Science Publications
publishDate 2009
url http://psasir.upm.edu.my/id/eprint/14628/1/Evolution%20of%20spatial%20correlation%20of%20mean%20diameter.pdf
http://psasir.upm.edu.my/id/eprint/14628/
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