Model Alometrik untuk menduga volume pohon berdiri Shorea leprosula Miq, PT Gunung Muro Wahana Jaya

Authors

  • Widia Sri Utami Universitas Mulawarman
  • Heru Herlambang Universitas Mulawarman
  • Kiswanto Kiswanto Universitas Mulawarman
  • Aditya Permadi Universitas Mulawarman
  • Oshlifin Rucmana Saud Universitas Mulawarman

DOI:

https://doi.org/10.31849/forestra.v20i1.24512

Keywords:

Diamete, volume estimation, shorea leprosula

Abstract

The potential of timber forest products is usually assessed using ITSP (Inventarisasi Tegakan Sebelum Penebangan) activities. However, ITSP activities require expensive costs and, a long time, and measurement of branch-free height is difficult due to environmental factors such as topography in the field. One way is to create an allometric model of standing tree volume estimation with the independent variable of diameter at breast height. The study used a purposive sampling method and made 19 plots. The measuring plot area is 5 m x 5 m, 10 m x 10 m, 20 m x 20 m. Measurement of diameter at the breast heigh >10 cm and branch-free height. Conduct R2-adj model fit test, residual standard error, F test, and t-test with 0.05 test level. Validation test using NRMSE and MAPE. The result of the study is the best allometric model to estimate the volume of standing trees is the power model Y= 0.001 D2.380, Y as the volume of standing trees and D as the diameter at breast height. The NRMSE validation test value is 1.02% and MAPE is, 0.32% meaning that the power model has excellent estimation capabilities.

References

Anam, R. A., Pamoengkas, P., & S, S. K. (2024). Struktur dan Produktivitas Tegakan Hutan Tanaman Shorea mecistopteryx di KHDTK Haurbentes , Kabupaten Bogor ( Structure and Productivity of Shorea mecistopteryx Plantation Forests in KHDTK Haurbentes , Bogor Regency ) memiliki kekayaan jenis flora yang sa. 21(1), 18–35.

Badan Standarisasi Nasional, B. (2019). Pengukuran dan Perhitungan Cadangan Karbon- Pengukuran Lapangan untuk Penaksiran Cadangan Karbon Berbasis Lahan (land-based carbon accounting). Badan Standarisasi Nasional, SNI 7724:2.

Balima, L. H., Ouoba, F., Marie, B., Nacoulma, I., Bayen, P., Ganam, M., & Thiombiano, A. (2024). Modeling Height – Diameter Allometric Relationships of Dominant African Oak ( Afzelia africana Sm ) From West African Dry Savannas. 2024, 9–11.

Dipodiningrat, S. (2024). Pembelanjaan Perusahaan Hutan. UGM PRESS.

Fu, W., Niu, C., Hu, C., Zhang, P., & Chen, Y. (2024). Constructing and Validating Estimation Models for Individual-Tree Aboveground Biomass of Salix suchowensis in China. Forests, 15(8). https://doi.org/10.3390/f15081371

Gaikadi, S., & Selvaraj, V. K. (2024). Allometric model based estimation of biomass and carbon stock for individual and overlapping trees using terrestrial LiDAR. Modeling Earth Systems and Environment, 10(2), 1771-1782.

Indrajaya, Y., Siarudin, M., Qirom, M. A., Nirsatmanto, A., Sunarti, S., Kartikawati, N. K., Rimbawanto, A., Haryjanto, L., Herawan, T., Putri, A. I., Lestari, F., Halwany, W., Putra, P. B., & Pratiwi, D. (2024). Nonlinear Height-Diameter Models for Anthocephalus macrophyllus in Indonesia. International Journal of Design and Nature and Ecodynamics, 19(4), 1099–1108. https://doi.org/10.18280/ijdne.190401

Istikorini, Y., & Sari, O. Y. (2022). Jurnal Sylva Lestari. Jurnal Sylva Lestari, 10(2), 211–222. http://jurnal.fp.unila.ac.id/index.php/JHT/article/view/1064/969

Kabdrakhmanova, M., Memon, S. A., & Saurbayeva, A. (2021). Implementation of the panel data regression analysis in PCM integrated buildings located in a humid subtropical climate. Energy, 237, 121651. https://doi.org/10.1016/j.energy.2021.121651

Kang, Y., Wang, Y., Fan, Y., Wu, H., Zhang, Y., Yuan, B., & Li, Z. (2024). Wheat Yield Estimation Based on Unmanned Aerial Vehicle Multispectral Images and Texture Feature Indices. Agriculture, 14(2), 167.

Kuyah, S., Muthuri, C., Wakaba, D., Cyamweshi, A. R., Kiprotich, P., & Mukuralinda, A. (2024). Allometric equations and carbon sequestration potential of mango (Mangifera indica) and avocado (Persea americana) in Kenya. Trees, Forests and People, 15(November 2023), 100467. https://doi.org/10.1016/j.tfp.2023.100467

LHK RI, K. (2021). Permen LHK No.04 Tahun 2021. Ministry of Environment and Forestry Republic of Indonesia, 3, 1–319.

Maricar, M. A. (2019). Analisa Perbandingan Nilai Akurasi Moving Average Dan Exponential Smoothing Untuk Sistem Peramalan Pendapatan Pada Perusahaan XYZ. Jurnal Sistem Dan Informatika, 13(2), 1–10.

Menéndez-García, L. A., García-Nieto, P. J., García-Gonzalo, E., Lasheras, F. S., Álvarez-de-Prado, L., & Bernardo-Sánchez, A. (2023). Method for the Detection of Functional Outliers Applied to Quality Monitoring Samples in the Vicinity of El Musel Seaport in the Metropolitan Area of Gijón (Northern Spain). Mathematics, 11(12). https://doi.org/10.3390/math11122631

Nogueira, F. C. B. (2024). Improved Allometric Models to Estimate the Aboveground Biomass of Native Woody Trees in the Seasonally Dry Tropical Forest of Northeastern Brazil. Available at SSRN 4804295.

Pilli, R., Blujdea, V. N. B., Rougieux, P., Grassi, G., & Mubareka, S. B. (2024). Volume, increment, and aboveground biomass data series and biomass conversion and expansion factors for the main forest types of EU Member States. Annals of Forest Science, 81(1). https://doi.org/10.1186/s13595-024-01256-5

Ravid, R. (2024). Practical statistics for educators. Rowman & Littlefield.

Rodda, S. R., Nidamanuri, R. R., Mayamanikandan, T., Rajashekar, G., Jha, C. S., & Dadhwal, V. K. (2024). Non-Destructive Allometric Modeling for Tree Volume Estimation in Tropical Dry Deciduous Forests of India Using Terrestrial Laser Scanner. Journal of the Indian Society of Remote Sensing, 52(4), 825–839. https://doi.org/10.1007/s12524-022-01664-y

Roy, A., & Debbarma, S. (2024). Comparing the allometric model to machine learning algorithms for aboveground biomass estimation in tropical forests. Ecological Frontiers, 44(5), 1069–1078. https://doi.org/10.1016/j.ecofro.2024.05.010

Setiarno. (2017). Keragaman Floristik Dan Status Keterancaman Kepunahan Jenis Tumbuhan Di Kawasan Air Terjun Bunbun Kabupaten Murung Raya. Jurnal Hutan Tropika, 12(2), 22–31.

Sharma, S., Mahajan, P. K., Gupta, R. K., Chandel, A., Sharma, S., Sankhyan, N., Sharma, U., Sharma, S., Almutairi, K. F., Avila-Quezada, G. D., & Abdallah, E. F. (2024). Allometric Models for Volume Estimation of Red Cedar (Toona Ciliata M. Roem.) in the Northwestern Himalayas of India. Applied Ecology and Environmental Research, 22(2), 1577–1590. https://doi.org/10.15666/aeer/2202_15771590

Utami, Sri W., Hadi Purwanto, R., Sunarta, S., Kehutanan, F., Mulawarman Jl Penajam, U., Gunung Kelua, K., Kalimantan Timur, S., & Gadjah Mada, U. (2024). Model allometrik daun dan ranting kayu putih di bkph subang jawa barat Jurnal Hutan Tropis, 12(1).

Utami, Sri W., Purwanto, R. H., & Sunarta, S. (2024). Strategi Pengelolaan Bahan Baku Minyak Kayu Putih Di Bkph Subang Untuk PMKP Jatimunggul. Wahana Forestra: Jurnal Kehutanan, 19(1), 74–85. https://doi.org/10.31849/forestra.v19i1.16793

Wang, Y., Kershaw, J. A., Ducey, M. J., Sun, Y., & McCarter, J. B. (2024). What diameter? What height? Influence of measures of average tree size on area-based allometric volume relationships. Forest Ecosystems, 11(November 2023), 100171. https://doi.org/10.1016/j.fecs.2024.100171

Westfall, J. A., & Coulston, J. W. (2024). A national-scale tree volume, biomass, and carbon modeling system for the United States. Gen. Tech. Rep. WO-104. Washington, DC: US Department of Agriculture, Forest Service., 104. https://doi.org/10.2737/WO-GTR-104

Yusandi, S., & Jaya, I. N. S. (2016). The estimation model of mangrove forest biomass using a medium resolution satellite imagery in the concession area of forest consession company in West Kalimantan. Bonorowo Wetlands, 6(2), 69–81. https://doi.org/10.13057/bonorowo/w060201

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Published

2025-01-07

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Artikel Ilmiah