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Spatiotemporal analysis of deforestation patterns and drivers reveals emergent threats to tropical forest landscapes

Bibliographic Data

ID15547722
AuthorsJohanness Jamaludin (0000-0001-7043-4814, University of Helsinki, corresponding author), Jose Don T De Alban (0000-0002-1671-5786, National University of Singapore), L Román Carrasco (0000-0002-2894-1473, National University of Singapore), Edward L Webb (0000-0001-5554-9955, University of Helsinki, corresponding author)
Year2022
Volume17
Issue5
Pages054046-054046
Publication date2022-04-21
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueEnvironmental Research Letters (JOURNAL)
Journal identifiersISSN: 1748-9326 • E-ISSN: 1748-9326
PublisherIOP Publishing (PUBLISHER • GB)
DOI10.1088/1748-9326/ac68fa
OpenAlexW4224267804
LanguageEN
Citations received5
References cited66

As deforestation breaches into new tropical frontiers, proactive conservation strategies require a trifecta of information on where deforestation is accelerating (emergent), how drivers of deforestation vary spatiotemporally, and where to focus limited conservation resources in protecting the most integral yet threatened forested landscapes. Here we introduce Emergent Threat Analysis, a process integrating Emerging Hot Spot Analysis of deforestation, visual classification of deforestation outcomes over time, and spatial quantification of contemporary forest condition. We applied Emergent Threat Analysis to tropical Southeast Asia, a global epicentre of biodiversity threatened by deforestation. We found that emergent hot spots (EHS)—a subset of hot spots characterized by strong, recent, and clustered patterns of deforestation—accounted for 26.1% of total forest loss from 1992 to 2018, with deforestation within EHS proceeding at 2.5 times the regional rate of gross loss. Oil palm and rubber plantation expansion were the principal drivers of deforestation within EHS of insular and mainland SE Asia, respectively. Over the study period, oil palm shifted in importance from Sumatra and Sarawak to Papua and Kalimantan, whereas rubber became prominent in Cambodia and Tanintharyi from 2006 to 2015. As of 2019, more than 170 000 km 2 of SE Asia’s remaining forest occurred within EHS, of which 21.7% was protected. High and medium-integrity forest constituted 19.2% and 49.1% of remaining EHS forest, respectively, but of these, 35.0% of high-integrity and 23.9% of medium-integrity EHS forest were protected. Because we anticipate that tree plantation expansion will continue to drive deforestation in SE Asia, significantly heightened protection is needed to secure the long-term preservation of high and medium-integrity forest, especially in highly contested forest frontier regions. Finally, as a flexible, integrated process, Emergent Threat Analysis is applicable to deforestation fronts across the global tropics

Agroforestry · Amazon rainforest · Biodiversity · Biology · Deforestation (computer science · Environmental protection · Geography · Habitat · Threatened species · Tropics · Conservation, Biodiversity, and Resource Management · Environmental Science · Forest Management and Policy · Oil Palm Production and Sustainability · Ecology

  • Wild meat consumption in changing rural landscapes of Indonesian Borneo

    Open Access•Katie L Spencer, Daniel J Ingram et al.•People and Nature•2025

  • Fire is associated with forest degradation and economic land concessions, but not land conversion in the rapidly transforming Cambodian landscape

    Open Access•Edward L Webb, Johanness Jamaludin•Environmental Research Letters•2024

  • Increasing pressure on protected areas in the DR Congo

    Open Access•Malte Ladewig•Global Environmental Change•2026

  • Conserving Southeast Asian trees requires mitigating both climate and land-use change

    Open Access•Sean E H Pang, Ferry Slik et al.•Nature Sustainability•2024

  • Reduction of deforestation by agroforestry in high carbon stock forests of Southeast Asia

    Open Access•Hoong Chen Teo, Aakash Lamba et al.•Nature Sustainability•2025

  • An Ecoregion-Based Approach to Protecting Half the Terrestrial Realm

    Open Access•E Dinerstein, David Olson et al.•BioScience•2017

  • Classifying drivers of global forest loss

    Open Access•Paulette G Curtis, Christy M Slay et al.•Science•2018

  • The Impacts of Oil Palm on Recent Deforestation and Biodiversity Loss

    Open Access•Varsha Vijay, Stuart L Pimm et al.•PLoS ONE•2016

  • Rapid conversions and avoided deforestation

    Open Access•David Gaveau, David L A Gaveau et al.•Scientific Reports•2016

  • Relative Contributions of the Logging, Fiber, Oil Palm, and Mining Industries to Forest Loss in Indonesia

    Open Access•Sinan A Abood, Janice Ser Huay Lee et al.•Conservation Letters•2015

  • Changing Drivers of Deforestation and New Opportunities for Conservation

    Open Access•T K Rudel, Ruth Defries et al.•Conservation Biology•2009

  • Landscapemetrics

    Open Access•Maximilian H K Hesselbarth, Marco Sciaini et al.•Ecography•2019

  • Nonparametric Tests Against Trend

    Henry B Mann•Econometrica•1945

  • Determination of tropical deforestation rates and related carbon losses from 1990 to 2010

    Open Access•Franck Achard, Frédéric Achard et al.•Global Change Biology•2014

  • Area-based conservation in the twenty-first century

    Open Access•Sean Maxwell, Sean L Maxwell et al.•Nature•2020

  • Rates and drivers of mangrove deforestation in Southeast Asia, 2000–2012

    Open Access•Daniel R Richards, Daniel A Frie et al.•Proceedings of the National…•2016

  • Quantification of global gross forest cover loss

    Open Access•Matthew C Hansen, Stephen V Stehman et al.•Proceedings of the National…•2010

  • The Rubber Juggernaut

    Open Access•Alan D Ziegler, Jefferson Fox et al.•Science•2009

  • Biodiversity hotspots for conservation priorities

    Open Access•Norman Myers, Russell A Mittermeier et al.•Nature•2000

  • Proximate Causes and Underlying Driving Forces of Tropical Deforestation

    Helmut J Geist, Helmut Geist et al.•BioScience•2002

  • High-Resolution Global Maps of 21st-Century Forest Cover Change

    Open Access•Matthew C Hansen, Peter Potapov et al.•Science•2013

  • The Analysis of Spatial Association by Use of Distance Statistics

    Open Access•Arthur Getis, J K Ord•Geographical Analysis•1992

  • Humid tropical forest disturbance alerts using Landsat data

    Open Access•Matthew C Hansen, Alexander Krylov et al.•Environmental Research Letters•2016

  • An assessment of deforestation and forest degradation drivers in developing countries

    Open Access•Noriko Hosonuma, Martin Herold et al.•Environmental Research Letters•2012

  • Improved estimates of mangrove cover and change reveal catastrophic deforestation in Myanmar

    Open Access•Jose Don T De Alban, Johanness Jamaludin et al.•Environmental Research Letters•2019

  • Tropical deforestation and greenhouse gas emissions

    Open Access•Holly K Gibbs, Martin Herold•Environmental Research Letters•2007

  • Using spatial statistics to identify emerging hot spots of forest loss

    Open Access•Nancy L Harris, Elizabeth Dow Goldman et al.•Environmental Research Letters•2017

  • Forest disturbance alerts for the Congo Basin using Sentinel-1

    Open Access•Johannes Reiche, Adugna Mullissa et al.•Environmental Research Letters•2021

  • Environmental destruction not avoided with the Sustainable Development Goals

    Open Access•Yiwen Zeng, Sean Maxwell et al.•Nature Sustainability•2020

  • Upward expansion and acceleration of forest clearance in the mountains of Southeast Asia

    Open Access•Yu Feng, Alan D Ziegler et al.•Nature Sustainability•2021

  • Mapping the irrecoverable carbon in Earth’s ecosystems

    Open Access•Monica Noon, Allie Goldstein et al.•Nature Sustainability•2021

  • Drivers and mechanisms of forest change in the Himalayas

    Open Access•Akash Verma, Dietrich Schmidt-Vogt et al.•Global Environmental Change•2021

  • What are the limits to oil palm expansion

    Open Access•J Pirker, Aline Mosnier et al.•Global Environmental Change•2016

  • Current trends of rubber plantation expansion may threaten biodiversity and livelihoods

    Open Access•Antje Ahrends, Peter Hollingsworth et al.•Global Environmental Change•2015

  • The territorial politics of land use planning in Laos

    Open Access•Diana Suhardiman, Oulavanh Keovilignavong et al.•Land Use Policy•2019

  • Identifying key factors for mobilising under-utilised low carbon land resources

    Open Access•Chun Sheng Goh, Martin Junginger et al.•Land Use Policy•2018

  • Shifting patterns of oil palm driven deforestation in Indonesia and implications for zero-deforestation commitments

    Open Access•K G Austin, Kemen Austin et al.•Land Use Policy•2017

  • Drivers of deforestation and degradation for 28 tropical conservation landscapes

    Open Access•H Manjari Jayathilake, Graham W Prescott et al.•AMBIO•2021

  • Land-use regime shifts

    Open Access•Navin Ramankutty, Oliver T Coomes•Conservation Ecology•2016

  • Linking Land Change with Driving Forces and Actors

    Open Access•Anna M Hersperger, Maria-Pia Gennaio et al.•Conservation Ecology•2010

  • Mega-Plantations in Southeast Asia

    Open Access•Miles Kenney-Lazar, Noboru Ishikawa•Environment and Society•2019

  • Expansion of rubber (Hevea brasiliensis) in Mainland Southeast Asia

    Jefferson Fox, Jean-Christophe Castella•The Journal of Peasant Studies•2013

  • Policies, Political-Economy, and Swidden in Southeast Asia

    Open Access•Jefferson Fox, Yayoi Fujita et al.•Human Ecology•2009

Unique citing works5
Citations per year2,5
Citation span2024 - 2026 (3)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 4

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