Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging
Problem statement: Accurate, current and cost-effective individual standing tree data are required by forest management communities for use in forest inventory over large areas. Currently, most of the forest mapping process is done directly on the ground using many technique such as the bearing-dist...
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| Format: | Article |
| Language: | English |
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Science Publications
2010
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| Online Access: | http://psasir.upm.edu.my/id/eprint/15188/ http://psasir.upm.edu.my/id/eprint/15188/1/ajassp.2010.493.499.pdf |
| _version_ | 1848842606946025472 |
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| author | Jusoff, Kamaruzaman |
| author_facet | Jusoff, Kamaruzaman |
| author_sort | Jusoff, Kamaruzaman |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Problem statement: Accurate, current and cost-effective individual standing tree data are required by forest management communities for use in forest inventory over large areas. Currently, most of the forest mapping process is done directly on the ground using many technique such as the bearing-distance and also the other technique that use the computer software as a support, such as Tree MapperTM. Instead of ground data collection and where there are difficulties in reaching the individual trees, hyper spectral remote sensing technology is the best option to map the tree positions. Approach: A novel approach to generating an individual tree crown mapping estimated for a lowland dipterocarp forest of Taman Rimba Ilmu, University Malaya, Kuala Lumpur using an airborne hyperspatial (1 m2 ground resolution) imager was presented. Results: A total of 297 individual tree crowns comprising of 83 Xylopia sp., 79 Ixonanthes sp., 56 Hevea sp., 15 Streblus elongates, 14 Pellacalyx sp., 12 Endospermum diadenum, 11 Macaranga gigantea, 10 Cratoxylum sp., 10 Cannarium sp. and 7 Ixonanthes icosandra were identified and delineated as individual polygons in a study area plot of 2 ha. Conclusion/Recommendations: It was found out that individual tree crowns in University Malaya can be detected and counted with reasonable field measured to image derived mapping accuracy of 98.65%. This study implied that acceptable individual tree crown classification maps and algometric equations relating diameter at breast height (dbh) or crown area to biomass can be used to generate timber volume estimates with established crown-diameter-volume correlations. |
| first_indexed | 2025-11-15T08:01:49Z |
| format | Article |
| id | upm-15188 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T08:01:49Z |
| publishDate | 2010 |
| publisher | Science Publications |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-151882017-11-28T04:43:25Z http://psasir.upm.edu.my/id/eprint/15188/ Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging Jusoff, Kamaruzaman Problem statement: Accurate, current and cost-effective individual standing tree data are required by forest management communities for use in forest inventory over large areas. Currently, most of the forest mapping process is done directly on the ground using many technique such as the bearing-distance and also the other technique that use the computer software as a support, such as Tree MapperTM. Instead of ground data collection and where there are difficulties in reaching the individual trees, hyper spectral remote sensing technology is the best option to map the tree positions. Approach: A novel approach to generating an individual tree crown mapping estimated for a lowland dipterocarp forest of Taman Rimba Ilmu, University Malaya, Kuala Lumpur using an airborne hyperspatial (1 m2 ground resolution) imager was presented. Results: A total of 297 individual tree crowns comprising of 83 Xylopia sp., 79 Ixonanthes sp., 56 Hevea sp., 15 Streblus elongates, 14 Pellacalyx sp., 12 Endospermum diadenum, 11 Macaranga gigantea, 10 Cratoxylum sp., 10 Cannarium sp. and 7 Ixonanthes icosandra were identified and delineated as individual polygons in a study area plot of 2 ha. Conclusion/Recommendations: It was found out that individual tree crowns in University Malaya can be detected and counted with reasonable field measured to image derived mapping accuracy of 98.65%. This study implied that acceptable individual tree crown classification maps and algometric equations relating diameter at breast height (dbh) or crown area to biomass can be used to generate timber volume estimates with established crown-diameter-volume correlations. Science Publications 2010 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/15188/1/ajassp.2010.493.499.pdf Jusoff, Kamaruzaman (2010) Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging. American Journal of Applied Sciences, 7 (4). pp. 493-499. ISSN 1546-9239; ESSN: 1554-3641 http://thescipub.com/abstract/10.3844/ajassp.2010.493.499 10.3844/ajassp.2010.493.499 |
| spellingShingle | Jusoff, Kamaruzaman Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title | Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title_full | Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title_fullStr | Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title_full_unstemmed | Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title_short | Individual species crown mapping in Taman Rimba Ilmu, University Malaya using airborne hyperspectral imaging |
| title_sort | individual species crown mapping in taman rimba ilmu, university malaya using airborne hyperspectral imaging |
| url | http://psasir.upm.edu.my/id/eprint/15188/ http://psasir.upm.edu.my/id/eprint/15188/ http://psasir.upm.edu.my/id/eprint/15188/ http://psasir.upm.edu.my/id/eprint/15188/1/ajassp.2010.493.499.pdf |