Diversity and spatial distribution of non-timber forest products in the Mamasa sub-watershed, Sulawesi, Indonesia

Main Article Content

MUHAMMAD ALRIEFQI PALGUNADI
ACHMAD FUAD FATHURRAHMAN

Abstract

Abstract. Palgunadi MA, Fathurrahman AF. 2026. Diversity and spatial distribution of non-timber forest products in the Mamasa sub-watershed, Sulawesi, Indonesia. Biodiversitas 27 (4): d270418. https://doi.org/10.13057/biodiv/d270418. Mamasa sub-watershed is undergoing rapid ecological degradation driven by land-use change, yet its potential for biodiversity-based livelihood strategies, especially through Non-Timber Forest Products (NTFPs), remains poorly documented. This study addresses this gap by conducting a comprehensive NTFP inventory and spatial assessment to support ecosystem-based watershed management. A stratified systematic sampling with random start design was applied using 154 cluster plots across the 104,680.52 ha sub-watershed. Species density, relative frequency, and Importance Value Index (IVI) were quantified, followed by spatial analysis of NTFP distribution patterns. Utilization categories were assigned based on established literature rather than household surveys, providing an assessment of potential functional uses instead of site-specific extraction practices. A total of 84 NTFP species were recorded. Pinus merkusii was the most dominant species (RD 16.21%; IVI 22.03), while Arenga pinnata showed the widest spatial distribution (RF 9.80%; IVI 16.16), followed by ecologically resilient understory species such as Cyathea arborea, Calamus rotang, and Diplazium esculentum. Spatial analysis based on mapped distribution indicated visually clustered patterns of high-value NTFPs across secondary forests, riparian corridors, and forest–agriculture interfaces. These findings indicate that NTFPs may function as important ecological and potentially socio-economic components of the Mamasa watershed. While no livelihood or income data were collected in this study, the documented species and their literature-based uses suggest potential pathways for ecosystem-supportive and sustainable livelihood opportunities. These results provide a spatially explicit basis for targeted NTFP zoning, enrichment planting in degraded areas, and the development of sustainable NTFP-based livelihood strategies that simultaneously strengthen ecosystem resilience and watershed management.

Article Details

Section

Articles

Author Biographies

MUHAMMAD ALRIEFQI PALGUNADI, Faculty of Forestry and Tropical Environment, Universitas Mulawarman. Jl. Penajam, Samarinda 75119, East Kalimantan, Indonesia

Faculty of Forestry and Tropical Environment

ACHMAD FUAD FATHURRAHMAN, Asian School of The Environment, Nanyang Technological University. 50 Nanyang Avenue 639798, Singapore, Faculty of Science and Technology, University of Cahaya Prima. Jl. Jendral Urip Sumoharjo Km 1.5, Watampone 92711, South Sulawesi, Indonesia

Asian School of The Environment

References

Ajay A, Kumar MR, Badhusha PAS, Gowda SK, Ramesh B. 2021. Pharmacological importance of Chromolaena odorata: A review. Intl J Pharm Drug Anal 9 (1): 8-11. https://doi.org/10.47957/ijpda.v9i1.452.

Anita D, Musyafa M, Widyastuti SM. 2022. The potency of honey bee forage on beekeeping of Apis cerana F. In Wanagama Education Forest, Gunungkidul, Yogyakarta. Jurnal Ilmu Kehutanan 16 (2): 198-208. https://doi.org/10.22146/jik.v16i2.1738.

Archibold OW. 1995. The Tropical Forests. In: Ecology of World Vegetation. Springer, Dordrecht. https://doi.org/10.1007/978-94-011-0009-0_2.

Azhar I, Nasution Z, Delvian, Agussabti, Aulin FR, Sembiring MR. 2021. Utilization of sugar palm (Arenga pinnata Merr.) By communities around PT Toba Pulp Lestari. IOP Conf Ser: Earth Environ Sci 782: 032017. https://doi.org/10.1088/1755-1315/782/3/032017.

Borma LD. 2023. Why Tropical Forests Are Important for Our Well-Being. Eos Transactions American Geophysical Union 104. https://doi.org/10.1029/2023EO235005.

Brancalion PHS, Niamir A, Broadbent E, Crouzeilles R, Barros FSM, Almeyda Zambrano AM, Baccini A, Aronson J, Goetz S, Reid JL, Strassburg BBN, Wilson S, Chazdon RL. 2019. Global restoration opportunities in tropical rainforest landscapes. Sci Adv 5 (7): eaav3223. https://doi.org/10.1126/sciadv.aav3223.

Budiharta S, Holl KD. 2025. Harnessing opportunities to upscale forest landscape restoration in Indonesia. Trees For People 21: 100917. https://doi.org/10.1016/j.tfp.2025.100917.

Chew WC, Okuda T, Mon SM, Mandal MSH, Shigematsu C, Shin T, Thant AM. 2023. Spatial and temporal analysis of commercialized NTFP production in Myanmar. Tropics 31 (4): 95-109. https://doi.org/10.3759/tropics.SINT03.

Curtis JT, McIntosh RP. 1951. An upland forest continuum in the Prairie-Forest Border Region of Wisconsin. Ecology 32: 476-496. http://dx.doi.org/10.2307/1931725.

Damayanto IPGP, Rahmawati K. 2020. Bamboo diversity in Banggai Kepulauan, Central Sulawesi, Indonesia. Jurnal Biodjati 5 (1): 1-14. https://doi.org/10.15575/biodjati.v5i1.6230.

Desmayanti R, Kardiman R, Anhar A, Violita V. 2024. Non-timber forest products used as commercialized crafts in Padang Panjang City, West Sumatra. Jurnal Biologi Tropis 24 (2): 1-8. https://doi.org/10.29303/jbt.v24i2.6699.

Dyck M. 2022. Non-Timber Forest Problems: NTFPs in Conservation and Development Initiatives. In: Tropical Forest Ecosystem Services in Improving Livelihoods for Local Communities. Springer Nature Singapore, Singapore. https://doi.org/10.1007/978-981-19-3342-4_3.

Elias JP, e Silva BA, de Carvalho RG, Sampaio MB, Mendieta-Leiva G, Ramos FN. 2024. Tree structure instead of microclimatic zones determines differences in vascular epiphyte assemblages. For Ecol Manage 552: 121567. https://doi.org/10.1016/j.foreco.2023.121567.

Flotemersch JE, Leibowitz SG, Hill RA, Stoddard JL, Thoms MC, Tharme RE. 2016. A watershed integrity definition and assessment approach. River Res Appl 32 (7): 1654-1671. https://doi.org/10.1002/rra.2978.

Ghorbani A, Langenberger G, Liu JX, Wehner S, Sauerborn J. 2012. Diversity of medicinal and food plants as non-timber forest products in Naban River Watershed National Nature Reserve (China): implications for livelihood improvement and biodiversity conservation. Econ Bot 66 (2): 178-191. https://doi.org/10.1007/s12231-012-9188-1.

Gyeltshen T, Bhatta CP, Gurung T, Dorji P, Tenzin J. 2024. Ethno-medicinal uses and cultural importance of stingless bees in Bhutan. J Ethnobiol Ethnomed 20 (1): 42. https://doi.org/10.1186/s13002-023-00639-8.

Hadiyane A, Sulistyawati E, Dungani R. 2015. A study on production of resin from Pinus merkusii Jungh. Et De Vriese in the Bosscha Observatory Area, West Java-Indonesia. Asian J Plant Sci 14 (2): 89-93. https://doi.org/10.3923/ajps.2015.89.93.

Harianja AH, Adalina Y, Pasaribu G, Winarni I, Maharani R, Fernandes A, Saragih GS, Fauzi R, Tampubolon AP, Njurumana GN, Sukito A. 2023. Potential of beekeeping to support livelihoods in Indonesia. Forests 14 (2): 321. https://doi.org/10.3390/f14020321.

Hartiningtias D, Fulé PZ, Gunawan AA. 2020. Wildfire effects on Pinus merkusii forest structure. For Ecol Manag 457: 117660. https://doi.org/10.1016/j.foreco.2019.117660.

Hoggarth DD, Thomas MA, Sarnita AS, Ondara O. 1998. Spatial co-management of Indonesian floodplain fisheries. Indones Fish Res 4 (1): 23-31. http://dx.doi.org/10.15578/ifrj.4.1.1998.23-31.

Jiang Y, Chen Z, Lin H, Deng R, Liang Z, Li Y, Liang S. 2024. Trait-based community assembly across subtropical karst forests. Front Plant Sci 15: 1451981. https://doi.org/10.3389/fpls.2024.1451981.

Kumari N, Prakash S, Sharma N, Puri S, Thakur M, Singh J, Kumar M. 2024. Medicinal and aromatic plants as potential sources of bioactives along with health-promoting activities. Curr Food Sci Technol Rep 2 (4): 359-376. https://doi.org/10.1007/s43555-024-00042-8.

Latifah S, Lubis NA, Fachrudin KA, Purwoko A. 2020. Contribution of ntfps to household income in South Tapanuli. J Phys Conf Ser 1542: 012035. https://doi.org/10.1088/1742-6596/1542/1/012035.

Li Y, He JA, Yu S, Wang H, Ye S. 2020. Spatial structures of different-sized tree species in a secondary forest in the early succession stage. Eur J For Res 139 (5): 709-719. https://doi.org/10.1007/S10342-020-01280-W.

Mueller-Dombois D, Ellenberg H. 1974. Aims and Methods of Vegetation Ecology. John Wiley & Sons, New York. https://doi.org/10.2307/213332.

Muis A, Hiola FSI, Syamsiah, Khatima H. 2023. Inventory of domesticated orchid species in Samaenre Village, Mallawa District, Maros Regency, South Sulawesi, Indonesia. IOP Conf Ser: Earth Environ Sci 1209: 012021. https://doi.org/10.1088/1755-1315/1209/1/012021.

Pacheco FAL, Fernandes LFS. 2020. Watersheds, anthropogenic activities and the role of adaptation to environmental impacts. Water 12 (12): 3451. https://doi.org/10.3390/w12123451.

Pandiangan DC, Supriana T, Nuryawan A. 2023. Contribution of non-wood forest product utilization to household income in North Tapanuli Regency, North Sumatra, Indonesia. J Sylva Indonesiana 6 (2). https://doi.org/10.32734/jsi.v6i02.10236.

Permatasari A, Mosa SA, Winata B, Rusniarsyah L, Peniwidiyanti P, Izzbilhaq I. 2024. Tree species diversity and management in agroforestry pohpohan (Pilea melastomoides): The case in the traditional zone of Gunung Halimun Salak National Park, Indonesia. Biotropia 31 (3): 380-390. https://doi.org/10.11598/btb.2024.31.3.2281.

Poorter L, Craven D, Jakovac CC, van der Sande MT, Amissah L, Bongers F, Chazdon RL, Farrior CE, Kambach S, Meave JA, Muñoz R, Norden N, Rüger N, van Breugel M, Almeyda Zambrano AM, Amani B, Andrade JL, Brancalion PHS, Broadbent EN, de Foresta H, et al. 2021. Multidimensional tropical forest recovery. Science 374 (6573): 1370-1376. https://doi.org/10.1126/science.abh3629.

Prasaja D. 2019. Floristic composition, distribution, and association of Pandanus (Pandanaceae) in Bukit Duabelas National Park, Jambi. Jurnal Biologi 12 (1): 1-13. https://doi.org/10.20414/jb.v12i1.165.

Rambey R, Permana J. 2022. Identification of ornamental plant species in the Martelu Purba Nature Reserve, North Sumatra. IOP Conf Ser: Earth Environ Sci 1115: 012024. https://doi.org/10.1088/1755-1315/1115/1/012024.

Robles-Diaz-de-Leon LF, Kangas P. 1998. Evaluation of potential gross income from non-timber products in a model riparian forest for the chesapeake bay watershed. Agroforestry Systems 44 (2): 215-225. https://doi.org/10.1023/A:1006246510419.

Rohani S, Lee FL, Yusoff AS. 2020. Diversity and vertical distribution of vascular epiphytes on a Malaysian mangrove island. Biotropia 27 (2). https://doi.org/10.11598/btb.2020.27.2.1182.

Rozali FZ, Masum KM, Mansor MS, Mansor A. 2021. Rattan composition and diversity in tropical rainforests of Peninsular Malaysia. Biodivers Conserv 30: 3475-3493. https://doi.org/10.1007/s10531-021-02226-3.

Scholten T, Seitz S. 2019. Soil erosion and land degradation. Soil Syst 3 (4): 68. https://doi.org/10.3390/soilsystems3040068.

Singh GS. 1999. Utility of non-timber forest products in a small watershed in the Indian Himalayas: the threat of its degradation. Nat Resour Forum 23 (1): 65-77. https://doi.org/10.1111/j.1477-8947.1999.tb00239.x.

Soma AS, Chaeruddin AA, Wahyuni. 2023. Analysis of the quality of the Mamasa sub-watershed using the land cover approach and land cover projections in 2031. IOP Conf Ser: Earth Environ Sci 1277: 012023. https://doi.org/10.1088/1755-1315/1277/1/012023.

Sosanika GL, Sule B, Fazang K, Homot P, Kaina G, Kiapranis R, Damas K, Hitofumi A, Turia R, Testolin R, Attore F. 2022. Fern species richness and diversity in forest ecosystems of Papua New Guinea. Case Stud Environ 6 (1): 1696511. https://doi.org/10.1525/cse.2022.1696511.

Springgay E. 2017. Headwater Catchments: Foundation Pillars for Ecosystem Services. In: Ecosystem Services from Forest Landscapes. Springer. https://doi.org/10.1007/978-3-319-57946-7_1.

Sulistyawati E, Nasution T, Rosleine D, Putra DC. 2018. Tree community structure and composition of a one-hectare permanent plot in Mount Kerinci. J Math Fundam Sci 50 (3): 315-331. https://doi.org/10.5614/j.math.fund.sci.2018.50.3.7.

Supartono T, Adhya I, Hendrayana Y, Kosasih D, Dahrun, I. 2022. Tree species growing on Pinus merkusii stands at Karangsari Research Station, Gunung Ciremai National Park, West Java. In UNISET 2021: Proceedings of the 2nd Universitas Kuningan International Conference on System, Engineering, and Technology, UNISET 2021, 2 December 2021, Kuningan, West Java, Indonesia. European Alliance for Innovation.

Thonhofer J, Getto D, van Straaten O, Cicuzza D, Kessler M. 2015. Influence of spatial and environmental variables on rattan palm assemblages in Central Sulawesi. Plant Ecol. https://doi.org/10.1007/s11258-014-0416-x.

Tlau L, Lalawmpuii L. 2020. Commonly used medicinal plants in Mualcheng, Mizoram, India. Sci Vis 20 (4): 156-161. https://doi.org/10.33493/scivis.20.04.03.

Trouvé R, Nitschke CR, Andrieux L, Willersdorf T, Robinson AP, Baker PJ. 2019. Competition drives decline of a dominant midstorey tree species. For Ecol Manag 447: 26-34. https://doi.org/10.1016/j.foreco.2019.05.055.

Ulyshen MD, Urban-Mead KR, Dorey JB, Rivers JW. 2023. Forests are critically important to global pollinator diversity. Biol Rev 98 (3). https://doi.org/10.1111/brv.12947.

Wierzcholska S, Dyderski MK, Jagodziński AM. 2020. Potential distribution of an epiphytic bryophyte depends on climate and forest continuity. Glob Planet Change 193: 103270. https://doi.org/10.1016/j.gloplacha.2020.103270.