You are currently on the new version of our website. Access the old version .

48 Results Found

  • Review
  • Open Access
17 Citations
10,166 Views
20 Pages

Bagworms in Indonesian Plantation Forests: Species Composition, Pest Status, and Factors That Contribute to Outbreaks

  • Neo Endra Lelana,
  • Sri Utami,
  • Ujang Wawan Darmawan,
  • Hani Sitti Nuroniah,
  • Darwo,
  • Asmaliyah,
  • Noor Farikhah Haneda,
  • Arinana,
  • Wida Darwiati and
  • Illa Anggraeni

12 June 2022

The role of plantation forests will become more important in the future, along with the increasing demand for wood. However, pest infestation problems may represent significant obstacles to the development of sustainable forest plantations. Bagworms...

  • Article
  • Open Access
10 Citations
8,108 Views
21 Pages

Indonesian Forest and Land Fire Prevention Patrol System

  • Imas Sukaesih Sitanggang,
  • Lailan Syaufina,
  • Rina Trisminingsih,
  • Deny Ramdhany,
  • Endang Nuradi,
  • Muhammad Fakhri Alauddin Hidayat,
  • Hendra Rahmawan,
  • Wulandari,
  • Firman Ardiansyah and
  • Ferdian Krisnanto
  • + 1 author

9 September 2022

(1) Background: The management of forest and land fires has become of concern to the Indonesian government, as demonstrated by the issuing of the Presidential Instruction of the Republic of Indonesia Number 11 of 2015, then replaced by Number 3 of 20...

  • Case Report
  • Open Access
11 Citations
7,680 Views
26 Pages

Exploring Local Perspectives for Conservation Planning: A Case Study from a Remote Forest Community in Indonesian Papua

  • Miriam Van Heist,
  • Nining Liswanti,
  • Manuel Boissière,
  • Michael Padmanaba,
  • Imam Basuki and
  • Douglas Sheil

22 September 2015

Reconciling conservation and livelihoods is a concern wherever forests are important in local people’s lives. We plead for engaging these people in survey activities to clarify what is important to them, as a first step in conservation planning. This...

  • Article
  • Open Access
48 Citations
13,564 Views
17 Pages

14 March 2017

Forest lands in Indonesia are classified as state lands and subject to management under agreements allocated by the Ministry of Environment and Forestry. There has been a long-standing tension between the ministry and local communities who argue that...

  • Article
  • Open Access
24 Citations
6,679 Views
25 Pages

11 November 2020

In 1997, the worst forest fire in Indonesia occurred and hit mangrove forest areas including in Sembilang National Park Banyuasin Regency, South Sumatra. Therefore, the Indonesian government keeps in trying to rehabilitate the mangrove forest in Semb...

  • Feature Paper
  • Review
  • Open Access
18 Citations
29,492 Views
62 Pages

A Chronicle of Indonesia’s Forest Management: A Long Step towards Environmental Sustainability and Community Welfare

  • Hunggul Yudono Setio Hadi Nugroho,
  • Yonky Indrajaya,
  • Satria Astana,
  • Murniati,
  • Sri Suharti,
  • Tyas Mutiara Basuki,
  • Tri Wira Yuwati,
  • Pamungkas Buana Putra,
  • Budi Hadi Narendra and
  • Yulizar Ihrami Rahmila
  • + 114 authors

16 June 2023

Indonesia is the largest archipelagic country in the world, with 17,000 islands of varying sizes and elevations, from lowlands to very high mountains, stretching more than 5000 km eastward from Sabang in Aceh to Merauke in Papua. Although occupying o...

  • Article
  • Open Access
40 Citations
12,152 Views
34 Pages

Agroforestry as Policy Option for Forest-Zone Oil Palm Production in Indonesia

  • Edi Purwanto,
  • Hery Santoso,
  • Idsert Jelsma,
  • Atiek Widayati,
  • Hunggul Y. S. H. Nugroho and
  • Meine van Noordwijk

18 December 2020

With 15–20% of Indonesian oil palms located, without a legal basis and permits, within the forest zone (‘Kawasan hutan’), international concerns regarding deforestation affect the totality of Indonesian palm oil export. ‘Fores...

  • Article
  • Open Access
42 Citations
8,662 Views
18 Pages

Governance Challenges in an Eastern Indonesian Forest Landscape

  • Rebecca A. Riggs,
  • James D. Langston,
  • Chris Margules,
  • Agni Klintuni Boedhihartono,
  • Han She Lim,
  • Dwi Amalia Sari,
  • Yazid Sururi and
  • Jeffrey Sayer

11 January 2018

Integrated approaches to natural resource management are often undermined by fundamental governance weaknesses. We studied governance of a forest landscape in East Lombok, Indonesia. Forest Management Units (Kesatuan Pengelolaan Hutan or KPH) are an...

  • Communication
  • Open Access
178 Views
12 Pages

Linguistic Influence on Multidimensional Word Embeddings: Analysis of Ten Languages

  • Anna V. Aleshina,
  • Andrey L. Bulgakov,
  • Yanliang Xin and
  • Larisa S. Skrebkova

Understanding how linguistic typology shapes multilingual embeddings is important for cross-lingual NLP. We examine static MUSE word embedding for ten diverse languages (English, Russian, Chinese, Arabic, Indonesian, German, Lithuanian, Hindi, Tajik...

  • Article
  • Open Access
13 Citations
9,734 Views
17 Pages

Sustainable Harvesting of Cinnamomum burmannii (Nees & T. Nees) Blume in Kerinci Regency, Indonesia

  • Sidi Rana Menggala,
  • Wouter Vanhove,
  • Dimas Rahadian Aji Muhammad,
  • Jon Hendri,
  • Stijn Speelman and
  • Patrick Van Damme

27 November 2019

Cinnamomum burmannii (Nees & T. Nees) Blume is an endemic tree of up to 20 meters tall that grows in the surrounding forest in the Kerinci regency. Cinnamon is one of the most valuable non-timber forest products (NTFP) harvested from Kerinci. The...

  • Article
  • Open Access
2 Citations
3,524 Views
14 Pages

Synthesizing Recent Trends in Interventions and Key Ecosystem Services in Indonesian Peatland

  • Hyun-Ah Choi,
  • Cholho Song,
  • Chul-Hee Lim,
  • Woo-Kyun Lee,
  • Hyunyoung Yang and
  • Raehyun Kim

11 March 2024

This study conducted a systematic literature review focusing on peatlands studies in Southeast Asia, specifically in Jambi, South Sumatra, and the Riau province of Indonesia, covering the period from 2001 to 2023. To ensure the quality and rigor of t...

  • Review
  • Open Access
65 Citations
16,920 Views
33 Pages

Traditional Subsistence Farming of Smallholder Agroforestry Systems in Indonesia: A Review

  • Budiman Achmad,
  • Sanudin,
  • Mohamad Siarudin,
  • Ary Widiyanto,
  • Dian Diniyati,
  • Aris Sudomo,
  • Aditya Hani,
  • Eva Fauziyah,
  • Endah Suhaendah and
  • Agus Ruswandi
  • + 11 authors

14 July 2022

Agroforestry has been practiced for decades and is undoubtedly an important source of income for Indonesian households living near forests. However, there are still many cases of poverty among farmers due to a lack of ability to adopt advanced techno...

  • Article
  • Open Access
7 Citations
6,339 Views
22 Pages

Understanding People−Forest Relationships: A Key Requirement for Appropriate Forest Governance in South Sumatra, Indonesia

  • Jun Harbi,
  • Yukun Cao,
  • Noril Milantara,
  • Gamin,
  • Ade Brian Mustafa and
  • Nathan James Roberts

23 June 2021

Indonesian forestry challenges in attributional land-use conflicts of overlapping villages and state forests have affected community livelihoods and forest sustainability for decades. This empirical research uncovers the socio-economic attributes of...

  • Feature Paper
  • Article
  • Open Access
34 Citations
7,790 Views
15 Pages

6 September 2018

To illustrate the importance of theories-of-change (ToCs) for evaluation of conservation interventions, we consider the global ToC from the Forest Stewardship Council (FSC) and then develop a more explicit ToC focused on the sustained timber yield (S...

  • Article
  • Open Access
13 Citations
4,319 Views
17 Pages

21 October 2020

Sustainable production is a key element of sustainable development. The concept was first introduced in the United Nations Rio Earth Summit in 1992 and has become an important item on the management of industries. In conjunction, the government of In...

  • Article
  • Open Access
28 Citations
4,796 Views
17 Pages

Transformation of Agro-Forest Management Policy under the Dynamic Circumstances of a Two-Decade Regional Autonomy in Indonesia

  • Dodik Ridho Nurrochmat,
  • Ristianto Pribadi,
  • Hermanto Siregar,
  • Agus Justianto and
  • Mi Sun Park

31 March 2021

Agro-forest management policy is one of the most trending issues in Indonesia under the dynamics circumstances of regional autonomy. Regional autonomy has been recognized in the formal governance system of the Republic Indonesia through Regional Gove...

  • Article
  • Open Access
27 Citations
9,802 Views
18 Pages

10 August 2015

In Southeast Asia land use change associated with forest loss and degradation is a major source of greenhouse gas (GHG) emissions. This is of particular concern where deforestation occurs on peat soils. A business-as-usual (BAU) land change model was...

  • Article
  • Open Access
50 Citations
13,259 Views
26 Pages

2 September 2011

Indonesian peatlands are one of the largest near-surface pools of terrestrial organic carbon. Persistent logging, drainage and recurrent fires lead to huge emission of carbon each year. Since tropical peatlands are highly inaccessible, few measuremen...

  • Review
  • Open Access
36 Citations
10,375 Views
25 Pages

Current Challenges and Prospects of Indonesian Non-Timber Forest Products (NTFPs): A Review

  • Gunawan Pasaribu,
  • Ina Winarni,
  • Raden Esa Pangersa Gusti,
  • Rizki Maharani,
  • Andrian Fernandes,
  • Alfonsus Hasudungan Harianja,
  • Grace Serepina Saragih,
  • Maman Turjaman,
  • Agustinus Panusunan Tampubolon and
  • Cut Rizlani Kholibrina
  • + 5 authors

10 December 2021

Non-Timber Forest Products (NTFPs) management can lead to various benefits for community livelihood and forest sustainability. However, such management has not been carried out optimally and sustainably in Indonesia, due to various limiting factors i...

  • Article
  • Open Access
38 Citations
8,197 Views
22 Pages

2 April 2020

The objective of this research was to detect changes in forest areas and, subsequently, the potential forest area that can be extended in the South Sumatra province of Indonesia, according to the Indonesian forest resilience classification zones. At...

  • Article
  • Open Access
1,488 Views
21 Pages

A Deep Learning Approach for High-Resolution Canopy Height Mapping in Indonesian Borneo by Fusing Multi-Source Remote Sensing Data

  • Andrew J. Chamberlin,
  • Zac Yung-Chun Liu,
  • Christopher G. L. Cross,
  • Julie Pourtois,
  • Iskandar Zulkarnaen Siregar,
  • Dodik Ridho Nurrochmat,
  • Yudi Setiawan,
  • Kinari Webb,
  • Skylar R. Hopkins and
  • Giulio A. De Leo
  • + 1 author

30 October 2025

Accurate mapping of forest canopy height is essential for monitoring forest structure, assessing biodiversity, and informing sustainable management practices. However, obtaining high-resolution canopy height data across large tropical landscapes rema...

  • Article
  • Open Access
11 Citations
4,219 Views
23 Pages

14 August 2019

This study analyzes the impact of the Indonesian government’s decentralization policy and movement on the state forest community involvement program on the island of Java from 2000 to 2014. For more than 30 years, approximately 76 percent of th...

  • Article
  • Open Access
15 Citations
4,617 Views
28 Pages

24 October 2022

We explored the virome of the “Phytophthora palustris complex”, a group of aquatic specialists geographically limited to Southeast and East Asia, the native origin of many destructive invasive forest Phytophthora spp. Based on high-throug...

  • Article
  • Open Access
35 Citations
7,384 Views
20 Pages

Agroforestry Innovation through Planned Farmer Behavior: Trimming in Pine–Coffee Systems

  • Edi Dwi Cahyono,
  • Salsabila Fairuzzana,
  • Deltanti Willianto,
  • Eka Pradesti,
  • Niall P. McNamara,
  • Rebecca L. Rowe and
  • Meine van Noordwijk

30 September 2020

Knowledge transfer depends on the motivations of the target users. A case study of the intention of Indonesian coffee farmers to use a tree canopy trimming technique in pine–based agroforestry highlights path-dependency and complexity of social...

  • Article
  • Open Access
7 Citations
2,718 Views
20 Pages

Potential Reductions in Carbon Emissions from Indonesian Forest Concessions Through Use of Reduced-Impact Logging Practices

  • Hermudananto,
  • Ethan P. Belair,
  • Hasbie Hasbillah,
  • Peter W. Ellis,
  • Ruslandi and
  • Francis E. Putz

13 December 2024

To estimate the potential and realized carbon emission reductions from implementation of reduced-impact logging (RIL) in Indonesia, we compiled logging emissions data from 15 concessions in Kalimantan and 10 from the Papuan provinces. Committed emiss...

  • Article
  • Open Access
20 Citations
6,694 Views
18 Pages

Improved Coffee Management by Farmers in State Forest Plantations in Indonesia: An Experimental Platform

  • Rebecca L. Rowe,
  • Cahyo Prayogo,
  • Simon Oakley,
  • Kurniatun Hairiah,
  • Meine van Noordwijk,
  • Karuniawan Puji Wicaksono,
  • Syahrul Kurniawan,
  • Alice Fitch,
  • Edi Dwi Cahyono and
  • Niall P. McNamara
  • + 1 author

30 April 2022

The Indonesian state forest managers have accepted farmer-managed coffee agroforestry in their estates as part of their social forestry program. Access by local farming communities to state-owned plantation forestry supports public motivation to main...

  • Article
  • Open Access
22 Citations
4,929 Views
23 Pages

Using Airborne Laser Scanning to Characterize Land-Use Systems in a Tropical Landscape Based on Vegetation Structural Metrics

  • Nicolò Camarretta,
  • Martin Ehbrecht,
  • Dominik Seidel,
  • Arne Wenzel,
  • Mohd. Zuhdi,
  • Miryam Sarah Merk,
  • Michael Schlund,
  • Stefan Erasmi and
  • Alexander Knohl

26 November 2021

Many Indonesian forests have been cleared and replaced by fast-growing cash crops (e.g., oil palm and rubber plantations), altering the vegetation structure of entire regions. Complex vegetation structure provides habitat niches to a large number of...

  • Article
  • Open Access
11 Citations
5,205 Views
24 Pages

15 June 2023

Indonesia’s vast forested areas have the potential to serve as a crucial source of livelihood for local communities. However, the current contributions of these forests to community livelihoods are significantly underutilized in comparison to t...

  • Review
  • Open Access
27 Citations
13,011 Views
37 Pages

Potential of Beekeeping to Support the Livelihood, Economy, Society, and Environment of Indonesia

  • Alfonsus Hasudungan Harianja,
  • Yelin Adalina,
  • Gunawan Pasaribu,
  • Ina Winarni,
  • Rizki Maharani,
  • Andrian Fernandes,
  • Grace Serepina Saragih,
  • Ridwan Fauzi,
  • Agustinus Panusunan Tampubolon and
  • Harlinda Kuspradini
  • + 17 authors

6 February 2023

The management of natural resources based on socio-economic and ecology development has led to a focus on the bioeconomy in the policy discourse of non-timber forest products (NTFPs). Honey is an important NTFP with high socio-economic value, and its...

  • Article
  • Open Access
14 Citations
4,509 Views
13 Pages

Prediction of Potential Natural Antibiotics Plants Based on Jamu Formula Using Random Forest Classifier

  • Ahmad Kamal Nasution,
  • Sony Hartono Wijaya,
  • Pei Gao,
  • Rumman Mahfujul Islam,
  • Ming Huang,
  • Naoaki Ono,
  • Shigehiko Kanaya and
  • Md. Altaf-Ul-Amin

5 September 2022

Jamu is the traditional Indonesian herbal medicine system that is considered to have many benefits such as serving as a cure for diseases or maintaining sound health. A Jamu medicine is generally made from a mixture of several herbs. Natural antibiot...

  • Article
  • Open Access
8 Citations
4,276 Views
18 Pages

Targeted Metabolome Profiling of Indonesian Shallots and Japanese Long-Day/Short-Day Bulb Onions

  • Kanako Matsuse,
  • Mostafa Abdelrahman,
  • Nur Aeni Ariyanti,
  • Fumitada Tsuji,
  • Sho Hirata,
  • Tetsuya Nakajima,
  • Muneo Sato,
  • Masami Yokota Hirai,
  • Benya Manochai and
  • Masayoshi Shigyo

14 December 2022

In this study, targeted metabolome analysis was applied to identify the discriminative metabolites between Indonesian shallot landraces, Japanese long-day onion (LDO) varieties, and Japanese short-day onion (SDO) varieties. In total, 172 metabolite s...

  • Article
  • Open Access
3 Citations
4,109 Views
13 Pages

Carbon Footprint Comparison of Rapeseed and Palm Oil: Impact of Land Use and Fertilizers

  • Suria Tarigan,
  • Iput Pradiko,
  • Nuzul H. Darlan and
  • Yudha Kristanto

12 February 2025

Palm oil is being criticized as an unsustainable product by the EU due to its association with deforestation and high carbon emissions. However, the producers in Indonesia do not acknowledge the criticisms. Therefore, this study aimed to compare the...

  • Article
  • Open Access
8 Citations
8,053 Views
26 Pages

The Floodplain Forests of the Mamberamo Basin, Papua, Indonesia (Western New Guinea): Vegetation, Soils, and Local Use

  • Douglas Sheil,
  • Manuel Boissière,
  • Miriam van Heist,
  • Ismail Rachman,
  • Imam Basuki,
  • Meilinda Wan and
  • Yoseph Watopa

16 December 2021

New Guinea is the world’s largest, most speciose, and most culturally rich tropical island, and the little-studied Mamberamo Basin of Papua (Indonesian New Guinea) is recognised among the region’s most-important areas for biological diver...

  • Article
  • Open Access
9 Citations
4,142 Views
15 Pages

4 February 2022

Albasia (Albizia falcataria), known as sengon wood, is a fast-growing tree species commonly found in Indonesian forests and community plantations. However, the low-density, hardness, and strength significantly restrict its commercial application. The...

  • Article
  • Open Access
19 Citations
8,934 Views
12 Pages

27 December 2022

The importance of social capital in analyzing economic progress and development has long been acknowledged. However, little research has actually looked into how social capital functions and what role it plays in community development initiatives. Th...

  • Article
  • Open Access
18 Citations
5,631 Views
22 Pages

Predicting Land Cover Change in the Mamminasata Area, Indonesia, to Evaluate the Spatial Plan

  • Andi Muhammad Yasser Hakim,
  • Masayuki Matsuoka,
  • Sumbangan Baja,
  • Dorothea Agnes Rampisela and
  • Samsu Arif

The spatial plan program for Makassar City and the surrounding area called Mamminasata (Makassar, Maros, Sungguminasa, and Takalar) was created by the Indonesian Government. The program regulates the proportion of land cover, but predictions about la...

  • Article
  • Open Access
10 Citations
4,056 Views
13 Pages

Benchmarking of Multi-Class Algorithms for Classifying Documents Related to Stunting

  • Retno Kusumaningrum,
  • Titan A. Indihatmoko,
  • Saesarinda R. Juwita,
  • Alfi F. Hanifah,
  • Khadijah Khadijah and
  • Bayu Surarso

2 December 2020

Stunting is a condition in which children experience impaired growth and development, caused by malnutrition, repeated infections, and inadequate psychosocial stimulation. It often remains unrecognized due to a lack of awareness in the community. The...

  • Article
  • Open Access
6 Citations
5,869 Views
18 Pages

Land Swap Option for Sustainable Production of Oil Palm Plantations in Kalimantan, Indonesia

  • Reza Ariesca,
  • Andi Adriana We Tenri Sau,
  • Wahyu Catur Adinugroho,
  • Arief Ameir Rahman Setiawan,
  • Tofael Ahamed and
  • Ryozo Noguchi

28 January 2023

Indonesia is the largest producer of palm oil; it is essential to manage its palm oil industry in a sustainable manner through swapping the oil palm plantation in peatland to mineral soil to reduce the greenhouse gas emissions. This study employed th...

  • Article
  • Open Access
24 Citations
8,607 Views
14 Pages

8 November 2013

Although the paperless office (PLO) management system has been established with the goal of paper usage reduction, demand for paper has still showed an uptrend over the years. Given the substantial pressure on forest ecosystems due to a continued inc...

  • Article
  • Open Access
51 Citations
8,080 Views
16 Pages

Accurate Measurement of Tropical Forest Canopy Heights and Aboveground Carbon Using Structure From Motion

  • Tom Swinfield,
  • Jeremy A. Lindsell,
  • Jonathan V. Williams,
  • Rhett D. Harrison,
  • Agustiono,
  • Habibi,
  • Elva Gemita,
  • Carola B. Schönlieb and
  • David A. Coomes

17 April 2019

Unmanned aerial vehicles are increasingly used to monitor forests. Three-dimensional models of tropical rainforest canopies can be constructed from overlapping photos using Structure from Motion (SfM), but it is often impossible to map the ground ele...

  • Article
  • Open Access
16 Citations
3,339 Views
16 Pages

16 July 2023

Forestry workers play a crucial role in implementing forest management programs, but their outdoor work exposes them to rising temperatures caused by global climate change, which poses potential health risks related to heat. This study specifically i...

  • Article
  • Open Access
2 Citations
2,281 Views
14 Pages

Recurrent Flooding and Household Food Access in Central Java, Indonesia

  • Breanne K. Langlois,
  • Aris Ismanto,
  • Leah Beaulac,
  • Katherine Berry,
  • Magaly Koch,
  • Timothy Griffin,
  • Erin Coughlan de Perez and
  • Elena N. Naumova

It is unknown how recurring flooding impacts household diet in Central Java. We aimed to assess how recurrent flooding influenced household food access over 22 years in Central Java by linking the Global Surface Water dataset (GSW) to the Indonesian...

  • Article
  • Open Access
17 Citations
5,327 Views
11 Pages

3 February 2022

Daemonorops (Indonesian: jernang) resin is one of Indonesia’s leading non-timber forest products and can be developed as a source of natural antioxidants and sun protection. This study aimed to select promising solvents for extracting a Daemono...

  • Article
  • Open Access
7 Citations
5,173 Views
14 Pages

Chloroplast Genome Draft of Dryobalanops aromatica Generated Using Oxford Nanopore Technology and Its Potential Application for Phylogenetic Study

  • Dwi Wahyuni,
  • Fifi Gus Dwiyanti,
  • Rahadian Pratama,
  • Muhammad Majiidu,
  • Henti Hendalastuti Rachmat and
  • Iskandar Zulkarnaen Siregar

3 November 2021

Kapur (Dryobalanops aromatica) is an important dipterocarp species currently classified as vulnerable by the IUCN Red List Threatened Species. Science-based conservation and restoration efforts are needed, which can be supported by new genomic data g...

  • Article
  • Open Access
69 Citations
13,193 Views
26 Pages

22 September 2018

The survey-based slum mapping (SBSM) program conducted by the Indonesian government to reach the national target of “cities without slums” by 2019 shows mapping inconsistencies due to several reasons, e.g., the dependency on the surveyor&...

  • Article
  • Open Access
1 Citations
1,353 Views
30 Pages

The Potential of Zanthoxylum acanthopodium DC. as Immunomodulators: Formulation, Activity Testing, and Extract Profiling

  • Damaris Br. Hutapea,
  • Yasmiwar Susilawati,
  • Muhaimin Muhaimin,
  • Riezki Amalia,
  • Aisyah Tri Mulyani and
  • Anis Yohana Chaerunisaa

Background/Objectives: One of the plants found in Indonesian forests that has potential as an herbal medicine is andaliman (Zanthoxylum acanthopodium DC.). The fruit of Z. acanthopodium contains phenolic compounds that are known to modulate the immun...

  • Article
  • Open Access
18 Citations
8,851 Views
15 Pages

Reforestation Opportunities in Indonesia: Mitigating Climate Change and Achieving Sustainable Development Goals

  • Imam Basuki,
  • Wahyu Catur Adinugroho,
  • Nugroho Adi Utomo,
  • Ahmad Syaugi,
  • Dede Hendry Tryanto,
  • Haruni Krisnawati,
  • Susan C. Cook-Patton and
  • Nisa Novita

11 March 2022

Reforestation in the tropics is highlighted as an important intervention to mitigate climate change globally because of its potential for high CO2 removal rates, ranging from 4.5 to 40.7 t CO2e ha−1 yr−1 during the first 20 years of tree...

  • Article
  • Open Access
2,415 Views
23 Pages

8 August 2025

Mangroves play a crucial part in the worldwide blue carbon cycle because they store a lot of carbon in their biomass and soil. Accurate estimation of aboveground biomass (AGB) is essential for quantifying carbon stocks and understanding ecological re...