Development and Validation of Volume Prediction Model for Balangeran (Shorea balangeran (Korth.) Burck) In Central Kalimantan
Abstract
Estimation model of tree volume must be high in accuracy and precisions to estimate stand potential precisely. This paper determines and validates the estimation model of Shorea balangeran volume grown in Central Kalimantan, Indonesia. There were three phases of model development which include 52 trees for model progress, 23 trees for model validation, and 10 trees for external model validation. The calculation model used linear and non-linear models with diameter, diameter and height, and diameter and height combination as independent variables. The criteria of the best model was determined by statistical analyses such as coefficient determination, relative and aggregative deviation, bias, precisions and accuracy of estimation, AIC (Akaike’s Information Criterion). The result of the study showed that the model with diameter as single variable was not complied with the selected best model criteria (aggregative deviation; AD< 1 % and relative deviation: RD< 8 %). The addition of tree height on model estimation increased the coefficient determination of 6.54% and the model with diameter and height as independent variable was satisfied with the criteria (AD and RD criteria). The best model of Balangeran was with coefficient determination of 89.77 %. However, the best model was not applicable for other sites with different stand characteristics
الحقوق الفكرية (c) 2018 Jurnal Wasian

هذا العمل مرخص بموجب Creative Commons Attribution-NonCommercial 4.0 International License.
Copyright and License
All articles published in Wasian Journal are the property of the authors. By submitting an article to Wasian Journal, authors agree to the following terms:
-
Copyright Ownership: The author(s) retain copyright and full publishing rights without restrictions. Authors grant the journal the right to publish the work first and to distribute it as open access under a Creative Commons Attribution 4.0 International License (CC BY 4.0).
-
Licensing: Articles published in Wasian Journal are licensed under a Creative Commons Attribution 4.0 International License (CC BY 4.0). This license allows others to share, copy, and redistribute the material in any medium or format, and adapt, remix, transform, and build upon the material for any purpose, even commercially, provided that proper credit is given to the original author(s) and the source of the material

This work is licensed under a Creative Commons Attribution 4.0 International License. -
Author's Rights: Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges and greater citation of published work.
-
Third-Party Content: If your article contains material (e.g., images, tables, or figures) for which you do not hold copyright, you must obtain permission from the copyright holder to use the material in your article. This permission must include the right for you to grant the journal the rights described above.
-
Reprints and Distribution: Authors have the right to distribute the final published version of their work (e.g., post it to an institutional repository or publish it in a book), provided that the original publication in Wasian Journal is acknowledged.
For the reader you are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rightsmay limit how you use the material.
المؤلفات المشابهة
- Muhammad Abdul Qirom Qirom, Acep Akbar Acep, The Volume Model of Tree Species Group in Peat Swamp Forest at Logging Concession Area of Tingang Karya Mandiri, Central Kalimantan , Jurnal Wasian: مجلد 7 عدد 1 (2020): June
- Irlan Irlan, Ulfa Adzkia, Suhartono Suhartono, Meliani Meliani, Alpri Sri Jenos, Teguh Bimantara, Chairil A, Individual Tree Segmentation in TropicalNatural Forest Based on Point CloudGenerated from UAV RGB Image , Jurnal Wasian: مجلد 12 عدد 02 (2025): December
- Andi Mawaddah Zakiyah, Rini Pratiwi, Astina Astina, Widyanti Utami A, Unequal Value Capture in Non-TimberForest Product Chains with Evidence fromPine Resin Processing in Rural Indonesia , Jurnal Wasian: مجلد 13 عدد 01 (2026): June
- Freddy Jontara Hutapea Freddy, Relawan Kuswandi Kuswandi, Timber Volume Estimation Model for Commercial Tree Species in the Logging Area Concession of PT. Tunas Timber Lestari in Boven Digul, Papua , Jurnal Wasian: مجلد 6 عدد 1 (2019): June
- Relawan Kuswandi Kuswandi, Timber Volume Estimation Model for Merchantable Tree Species in Sarmi Regency, Papua , Jurnal Wasian: مجلد 3 عدد 2 (2016): December
- Widyanti Utami A, Irlan Irlan, Nur Hilal A Syahrir, Rosmaeni Rosmaeni, Will Indonesia's Forests Survive Development Pressure? Machine Learning Predictions for Energy-Critical Tropical Watersheds , Jurnal Wasian: مجلد 12 عدد 01 (2025): June
- Wahyullah Wahyullah, Yefane Samperuru, Impact of Land Use Change on Water Yield Using the SWAT Model in the Minraleng Sub-Watershed, Maros , Jurnal Wasian: مجلد 13 عدد 01 (2026): June
- Anugrahandini Nasir, Herawaty Herawaty, Ismail Ismail, Muh Izzul Muslimin Syah, Revealing Carbon Patterns Across Mangrove Density Variations Using Sentinel-2 NDVI , Jurnal Wasian: مجلد 12 عدد 02 (2025): December
- Nisa Nur Ramadhani, Wahyuni Wahyuni, Putri Fatimah Nurdin, Muhammad Daud, Spatiotemporal Land Cover Dynamics and Their Implications For Watershed Quality in the Minraleng Sub-Watershed, Indonesia , Jurnal Wasian: مجلد 13 عدد 01 (2026): June
- Andika Lalu, Sitti Ramlah, Reinaldi Reinaldi, When Strong Institutions Meet Weak Economies: Lessons from Ecotourism Sustainability in Lombuyan Wildlife Sanctuary, Central Sulawesi , Jurnal Wasian: مجلد 12 عدد 02 (2025): December
يمكنك أيضاً إبدأ بحثاً متقدماً عن المشابهات لهذا المؤلَّف.
الأعمال الأكثر قراءة لنفس المؤلف/المؤلفين
- Muhammad Abdul Qirom Qirom, Acep Akbar Acep, The Volume Model of Tree Species Group in Peat Swamp Forest at Logging Concession Area of Tingang Karya Mandiri, Central Kalimantan , Jurnal Wasian: مجلد 7 عدد 1 (2020): June
