The association between rainforest disturbance and recovery, tree community composition, and community traits in the Yangambi area in the Democratic Republic of the Congo - 2022
The association between rainforest disturbance and recovery, tree community composition, and community traits in the Yangambi area in the Democratic Republic of the Congo
Africa; historical land-use; lowland rainforest; specific leaf area; wood density
Abstract :
[en] Despite their key role in biodiversity conservation, forests in the Congo Basin are increasingly threatened by human activities, but it remains challenging to assess the impact of forest degradation under a more or less intact canopy. Likewise, forest recovery following agricultural abandonment remains poorly understood in the Congo Basin. Here, we surveyed 125 vegetation quadrats across 25 forest inventory plots in the Yangambi area. We aimed to find associations between both selective logging and forest recovery, and a range of forest community and tree community trait characteristics, as compared to reference undisturbed old-growth forest. We found that plots in undisturbed old-growth forest harboured both more tree individuals and tree species with a higher wood density as compared to plots in disturbed old-growth forest. In addition, their tree community composition was significantly different, whereas species diversity recovered since relatively recent agricultural abandonment (< 60 years), community composition and forest structure remained significantly different from the plots in undisturbed old-growth forest. Our study provides some insights into the rate of forest recovery in the Congo basin after agricultural abandonment and highlights the need of proper conservation of the remaining relatively undisturbed old-growth forests. Finally, we stress the need for more extensive vegetation surveys in the Congo Basin to further unravel the effects of anthropogenic disturbance.
Disciplines :
Agriculture & agronomy
Author, co-author :
Depecker, Jonas
Asimonyio, Justin A.
Miteho, Ronald
Kambale, Jean-Léon
Verleysen, Lauren
Stoffelen, Piet
Janssens, Steven B.
Dhed’a, Benoit
Vandelook, Filip
Honnay, Olivier
Tumaini Hatangi, Yves ; Université de Liège - ULiège ; UNIKIS - Université de Kisangani > Ecologie et Gestion des Ressources Végétales > Faculté des Sciences
Language :
English
Title :
The association between rainforest disturbance and recovery, tree community composition, and community traits in the Yangambi area in the Democratic Republic of the Congo
AFR100 (2021) AFR100 Partners Manual: Principles, Governance, and Core Processes.
Arbizu PM (2017). pairwiseAdonis: Pairwise Multilevel comparison using Adonis. R package version 0.0.1.
Baboo B, Sagar R, Bargali SS and Verma H (2017) Tree species composition, regeneration and diversity of an Indian dry tropical forest protected area. Tropical Ecology, 58, 409–423.
Barlow J, Lennox GD, Ferreira J, Berenguer E, Lees AC, Nally RM, Thomson JR, Ferraz SFDB, Louzada J, Oliveira VHF, Parry L, Ribeiro de Castro Solar R, Vieira ICG, Aragão LEOC, Begotti RA, Braga RF, Cardoso TM, Cosme de Oliveira Junior R, Souza Jr CM, Moura NG, Nunes SS, Siqueira JV, Pardini R, Silveira J, Vaz-de-Mello, FZ, Veiga RCS, Venturieri A and Gardner TA (2016) Anthropogenic disturbance in tropical forests can double biodiversity loss from deforestation. Nature 535, 144–147.
Bauters M, Vercleyen O, Vanlauwe B, Six J, Bonyoma B, Badjoko H, Hubau W, Hoyt A, Boudin M, Verbeeck H and Boeckx P (2019) Long-term recovery of the functional community assembly and carbon pools in an African tropical forest succession. Biotropica 51, 319–329.
Bobo KS, Waltert M, Sainge NM, Njokagbor J, Fermon H and Mühlenberg M (2006) From forest to farmland: species richness patterns of trees and understorey plants along a gradient of forest conversion in Southwestern Cameroon. Biodiversity and Conservation 15, 4097–4117.
Brudvig LA (2011) The restoration of biodiversity: where has research been and where does it need to go? American Journal of Botany 98, 549–558.
Carrasco LR, Webb EL, Symes WS, Koh LP, and Sodhi NS (2017) Global economic trade-offs between wild nature and tropical agriculture. PLOS Biology 15, e2001657.
Carreño-Rocabado G, Peña-Claros M, Bongers F, Alarcón A, Licona J-C and Poorter L (2012) Effects of disturbance intensity on species and functional diversity in a tropical forest. Journal of Ecology 100, 1453–1463.
Carsan S, Orwa C, Harwood C, Kindt R, Stroebel A, Neufeldt H and Jamnadass R (2012) African Wood Density Database. Nairobi: World Agroforesty Centre.
Chao A and Jost L (2012) Coverage-based rarefaction and extrapolation: standardizing samples by completeness rather than size. Ecology 93, 2533–2547.
Chaturvedi RK, Raghubanshi AS and Singh JS (2012) Effect of grazing and harvesting on diversity, recruitment and carbon accumulation of juvenile trees in tropical dry forests. Forest Ecology and Management 284, 152–162.
Chaturvedi RK, Tripathi A, Raghubanshi AS and Singh JS (2021) Functional traits indicate a continuum of tree drought strategies across a soil water availability gradient in a tropical dry forest. Forest Ecology and Management 482, 118740.
Chave J, Coomes D, Jansen S, Lewis SL, Swenson NG and Zanne AE (2009) Towards a worldwide wood economics spectrum. Ecology Letters 12, 351–366.
Chazdon RL (2008) Beyond deforestation: restoring forests and ecosystem services on degraded lands. Science 320, 1458–1460.
Crouzeilles R, Curran M, Ferreira MS, Lindenmayer DB, Grelle CEV and Rey Benayas JM (2016) A global meta-analysis on the ecological drivers of forest restoration success. Nature Communications 7, 11666.
Curtis PG, Slay CM, Harris NL, Tyukavina A and Hansen MC (2018) Classifying drivers of global forest loss. Science 361, 1108–1111.
Davies GM and Gray A (2015) Don’t let spurious accusations of pseudoreplication limit our ability to learn from natural experiments (and other messy kinds of ecological monitoring). Ecology and Evolution 5, 5295–5304.
de Bello F, Lavorel S, Hallett LM, Valencia E, Garnier E, Roscher C, Conti L, Galland T, Goberna M, Májeková M, Montesinos-Navarro A, Pausas JG, Verdú M, E-Vojtkó A, Götzenberger L and Lepš JC (2021) Functional trait effects on ecosystem stability: assembling the jigsaw puzzle. Trends in Ecology & Evolution 36, 822–836.
De Cáceres M and Legendre P (2009) Associations between species and groups of sites: indices and statistical inference. Ecology 90, 3566–3574.
Dufrene M and Legendre, P (1997) Species assemblages and indicator species: the need for a flexible asymmetrical approach. Ecological Monographs 67, 345–366.
Edwards DP, Tobias JA, Sheil D, Meijaard E and Laurance WF (2014) Maintaining ecosystem function and services in logged tropical forests. Trends in Ecology & Evolution, 29, 511–520.
Ernst C, Philippe M, Astrid V, Catherine B, Musampa C and Pierre D (2013) National forest cover change in Congo Basin: deforestation, reforestation, degradation and regeneration for the years 1990, 2000 and 2005. Global Change Biology 19, 1173–1187.
Evrard C (1954) 6. Yangambi. B. Vegetation. In Carte des sols et de la vegetation du Congo Belge et du Ruanda-Urundi. L’institu national pour l’etude agronomiqe du Congo Belge (INEAC).
FAO and UNEP (2020) The State of the World’s Forests 2020. In Forests, biodiversity and people. FAO and UNEP.
Fayolle A, Picard N, Doucet JL, Swaine M, Bayol N, Bénédet F and Gourlet-Fleury S (2014) A new insight in the structure, composition and functioning of central African moist forests. Forest Ecology and Management 329, 195–205.
Ganivet E, Unggang J, Bodos V, Demies M, Ling CY, Sang J and Bloomberg M (2020) Assessing tree species diversity and structure of mixed dipterocarp forest remnants in a fragmented landscape of north-western Borneo, Sarawak, Malaysia. Ecological Indicators 112, 106117.
Gebeyehu G, Soromessa T, Bekele T and Teketay D (2019) Species composition, stand structure, and regeneration status of tree species in dry Afromontane forests of Awi Zone, northwestern Ethiopia. Ecosystem Health and Sustainability 5, 199–215.
Gerland P, Raftery AE, Ševčíková H, Li N, Gu D, Spoorenberg T, Alkema L, Fosdick BK, Chunn J, Lalic N, Bay G, Buettner T, Heilig GH and Wilmoth J (2014) World population stabilization unlikely this century. Science 346, 234–237.
Hall JS, Harris DJ, Medjibe V and Ashton PMS (2003) The effects of selective logging on forest structure and tree species composition in a Central African forest: implications for management of conservation areas. Forest Ecology and Management 183, 249–264.
Harja D, Rahayu S and Pambudi S (2021) Tree Functional Attributes and Ecological Database. Nairobi: World Agroforestry Centre.
Harris NL, Gibbs DA, Baccini A, Birdsey RA, de Bruin S, Farina M, Fatoyinbo L, Hansen MC, Herold M, Houghton RA, Potapov PV, Suarez DR, Roman-Cuesta RM, Saatchi SS, Slay CM, Turubanova SA and Tyukavina A (2021) Global maps of twenty-first century forest carbon fluxes. Nature Climate Change 11, 234–240.
Hayward RM, Banin LF, Burslem DFRP, Chapman DS, Philipson CD, Cutler MEJ, Reynolds G, Nilus R and Dent DH (2021) Three decades of post-logging tree community recovery in naturally regenerating and actively restored dipterocarp forest in Borneo. Forest Ecology and Management 488, 119036.
Heym M, Uhl E, Moshammer R, Dieler J, Stimm K and Pretzsch H (2021) Utilising forest inventory data for biodiversity assessment. Ecological Indicators 121, 107196.
Hosonuma N, Herold M, De Sy V, De Fries RS, Brockhaus M, Verchot L, Angelsen A and Romijn E (2012) An assessment of deforestation and forest degradation drivers in developing countries. Environmental Research Letters 7, 044009.
Hsieh TC, Ma K H and Chao A (2016) iNEXT: an R package for rarefaction and extrapolation of species diversity (Hill numbers). Methods in Ecology and Evolution 7, 1451–1456.
Hubau W, Lewis SL, Phillips OL, Affum-Baffoe K, Beeckman H, Cuní-Sanchez A, Daniels AK, Ewango CEN, Fauset S, Mukinzi JM, Sheil D, Sonké B, Sullivan MJP, Sunderland TCH, Taedoumg H, Thomas SC, White LJT, Abernethy KA, Adu-Bredu S, Amani CA, Baker TR, Banin LF, Baya F, Begne SK, Bennett AC, Benedet F, Bitariho R, Bocko YE, Boeckx P, Boundja P, Brienen RJW, Brncic T, Chezeaux E, Chuyong GB, Clark CJ, Collins M, Comiskey JA, Coomes DA, Dargie GC, de Haulleville T, Kamdem MND, Doucet J, Esquivel-Muelbert A, Feldpausch TR, Fofanah A, Foli EG, Gilpin M, Gloor E, Gonmadje C, Gourlet-Fleury S, Hall JS, Hamilton AC, Harris DJ, Hart TB, Hockemba MBN, Hladik A, Ifo SA, Jeffery KJ, Jucker T, Yakusu EK, Kearsley E, Kenfack D, Koch A, Leal MA, Levesley A, Lindsell JA, Lisingo J, Lopez-Gonzalez G, Lovett JC, Makana J, Malhi Y, Marshall AR, Martin J, Martin EH, Mbayu FM, Medjibe VP, Mihindou V, Mitchard ETA, Moore S, Munishi PKT, Bengone NN, Ojo L, Ondo FE, Peh KS, Pickavance GC, Poulsen AD, Poulsen JR, Qie L, Reitsma J, Rovero F, Swaine MD, Talbot J, Taplin J, Taylor DM, Thomas DW, Toirambe B, Mukendi JT, Tuagben D, Umunay PM, van der Heijden GMF, Verbeeck H, Vleminckx J, Willcock S, Wöll H, Woods JT and Zemagho L (2020) Asynchronous carbon sink saturation in African and Amazonian tropical forests. Nature 579, 80–87.
Ifo SA, Moutsambote J-M, Koubouana F, Yoka J, Ndzai SF, Bouetou-Kadilamio LNO, Mampouya H, Jourdain C, Bocko Y, Mantota AB, Mbemba M, Mouanga-Sokath D, Odende R, Mondzali LR, Wenina YEM, Ouissika BC and Joel LJ (2016) Tree species diversity, richness, and similarity in intact and degraded forest in the tropical rainforest of the Congo Basin: case of the forest of Likouala in the Republic of Congo. International Journal of Forestry Research 2016, 1–12.
Imai N, Tanaka A, Samejima H, Sugau JB, Pereira JT, Titin J, Kurniawan Y and Kitayama K (2014) Tree community composition as an indicator in biodiversity monitoring of REDDþ. Forest Ecology and Management 313, 169–179.
Jayathilake HM, Prescott GW, Carrasco LR, Rao M and Symes WS (2021) Drivers of deforestation and degradation for 28 tropical conservation landscapes. Ambio 50, 215–228.
Katovai E, Burley AL and Mayfield MM (2012) Understory plant species and functional diversity in the degraded wet tropical forests of Kolombangara Island, Solomon Islands. Biological Conservation 145, 214–224.
Kier G, Mutke J, Dinerstein E, Ricketts TH, Küper W, Kreft H and Barthlott W (2005) Global patterns of plant diversity and floristic knowledge. Journal of Biogeography 32, 1107–1116.
Lambin EF, Geist HJ and Lepers E (2003) Dynamics of land-use and land-cover change in tropical regions. Annual Review of Environment and Resources 28, 205–241.
Letcher SG and Chazdon RL (2009) Rapid recovery of biomass, species richness, and species composition in a forest chronosequence in Northeastern Costa Rica. Biotropica 41, 608–617.
Liebsch D, Marques MCM and Goldenberg R (2008) How long does the Atlantic Rain Forest take to recover after a disturbance? Changes in species composition and ecological features during secondary succession. Biological Conservation 141, 1717–1725.
Madani N, Kimball JS, Ballantyne AP, Affleck DLR, van Bodegom PM, Reich PB, Kattge J, Sala A, Nazeri M, Jones MO, Zhao M and Running SW (2018) Future global productivity will be affected by plant trait response to climate. Scientific Reports 8, 2870.
Mahayani NPD, Slik FJW, Savini T, Webb EL and Gale GA (2020) Rapid recovery of phylogenetic diversity, community structure and composition of Bornean tropical forest a decade after logging and post-logging silvicultural interventions. Forest Ecology and Management 476, 118467.
Makana JR and Thomas SC (2006) Impacts of selective logging and agricultural clearing on forest structure, floristic composition and diversity, and timber tree regeneration in the Ituri Forest, Democratic Republic of Congo. Biodiversity and Conservation 15, 1375–1397.
Makelele IA, Verheyen K, Boeckx P, Cizungu Ntaboba L, Mujinya Bazirake B, Ewango C and Bauters M (2021) Afrotropical secondary forests exhibit fast diversity and functional recovery, but slow compositional and carbon recovery after shifting cultivation. Journal of Vegetation Science 32, 1–13.
Malhi Y, Adu-Bredu S, Asare RA, Lewis SL and Mayaux P (2013) African rainforests: past, present and future. Philosophical Transactions of the Royal Society B: Biological Sciences 368, 20120312.
Matricardi EAT, Skole DL, Costa OB, Pedlowski MA, Samek JH and Miguel EP (2020) Long-term forest degradation surpasses deforestation in the Brazilian Amazon. Science, 369, 1378–1382.
McElhinny C, Gibbons P, Brack C and Bauhus J (2005) Forest and woodland stand structural complexity: its definition and measurement. Forest Ecology and Management, 218, 1–24.
Meunier Q, Doucet J-L and Moumbogou C (2015) Arbres Utiles du Gabon. Liège: Les presses agronomiques de Gembloux.
Millet J, Pascal JP and Kiet LC (2010) Effects of disturbance over 60 years on a lowland forest in southern Vietnam. Journal of Tropical Forest Science 22, 237–246.
Mirabel A, Hérault B and Marcon E (2020) Diverging taxonomic and functional trajectories following disturbance in a Neotropical forest. Science of the Total Environment 720, 137397.
Mitchell B (1971) A comparison of Chi-square Smirnov tests. Area 3, 237–241.
Oberleitner F, Egger C, Oberdorfer S, Dullinger S, Wanek W and Hietz P (2021) Recovery of aboveground biomass, species richness and composition in tropical secondary forests in SW Costa Rica. Forest Ecology and Management 479, 118580.
Oksanen AJ, Blanchet FG, Friendly M, Kindt R, Legendre P, Mcglinn D, Minchin PR, Hara RBO, Simpson GL, Solymos P, Stevens MHH, Szoecs E and Wagner H (2020) Package ‘vegan.’
Oksanen L (2004) The devil lies in details: reply to Stuart Hurlbert. Oikos 104, 598–605.
Osuri AM, Ratnam J, Varnam V, Alvarez-Loayza P, Astaiza JH, Bradford M, Fletcher C, Ndoundou-Hockemba M, Jansen PA, Kenfack D, Marshall AR, Ramesh BR, Rovero F and Sankaran M (2016) Contrasting effects of defaunation on aboveground carbon storage across the global tropics. Nature Communications 7, 11351.
Oyugi JO, Brown JS and Whelan CJ (2008) Effects of human disturbance on composition and structure of Brachystegia woodland in Arabuko-Sokoke Forest, Kenya. African Journal of Ecology 46, 374–383.
Parmentier I, Malhi Y, Senterre B, Whittaker RJ, N ATD, Alonso A, Balinga MPB, Bakayoko A, Bongers F, Chatelain C, Comiskey JA, Cortay R, Kandem MD, Doucet J, Gautier L, Hawthorne WD, Issembe YA, Kouamé FN, Kouka LA, Leal ME, Lejoly J, Lewis SL, Nusbaumer L, Parren MPE, Peh KS, Phillips OL, Sheil D, Sonké B, Sosef MSM, Sunderland TCH, Stropp J, Ter Steege H, Swaine MD, Tchouto MGP, Van Gemerden BS, Van Valkenburg JLCH and Wöll H (2007) The odd man out? Might climate explain the lower tree α-diversity of African rain forests relative to Amazonian rain forests? Journal of Ecology 95, 1058–1071.
Peres CA, Barlow J and Laurance WF (2006) Detecting anthropogenic disturbance in tropical forests. Trends in Ecology & Evolution 21, 227–229.
Perez TM, Rodriguez J and Heberling JM (2020) Herbarium-based measurements reliably estimate three functional traits. American Journal of Botany 107, 1–8.
(PROTA) Plant Resources of Tropical Africa (2021) PROTA4U.
Pérez-Harguindeguy N, Díaz S, Garnier E, Lavorel S, Poorter H, Jaureguiberry P, Bret-Harte MS, Cornwell WK, Craine JM, Gurvich DE, Urcelay C, Veneklaas EJ, Reich PB, Poorter L, Wright IJ, Ray P, Enrico L, Pausas JG, de Vos AC, Buchmann N, Funes G, Quétier F, Hodgson JG, Thompson K, Morgan HD, ter Steege H, van der Heijden MGA, Sack L, Blonder B, Poschlod P, Vaieretti MV, Conti G, Staver AC, Aquino S and Cornelissen JHC (2013) New handbook for standardised measurement of plant functional traits worldwide. Australian Journal of Botany, 61, 167–234.
Poorter L (2009) Leaf traits show different relationships with shade tolerance in moist versus dry tropical forests. New Phytologist 181, 890–900.
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, Zambrano AMA, Amani B, Andrade JS, Brancalion PHS, Broadbent EN, de Foresta H, Dent DH, Derroire G, DeWalt SJ, Dupuy JM, Durán, SM, Fantini AC, Finegan B, Hernández-Jaramillo A, Hernández-Stefanoni JL, Hietz P, Junqueira AB, N'dja JK, Letcher SG, Lohbeck M, López-Camacho R, Martínez-Ramos M, Melo FPL, Mora F, Müller SC, N'Guessan AE, Oberleitner F, Ortiz-Malavassi E, Pérez-García EA, Pinho BX, Piotto D, Powers JS, Rodríguez-Buriticá S, Rozendaal DMA, Ruíz J, Tabarelli M, Teixeira HM, Sampaio EVSB, van der Wal H, Villa PM, Fernandes GW, Santos BA, Aguilar-Cano J, de Almeido-Cortez JS, Alvarez-Davila E, Arreola-Villa F, Balvanera P, Becknell JM, Cabral GAL, Castellanos-Castro C, de Jong BHJ, Nieto JE, Espírito-Santo MM, Fandino MC, García H, García-Villalobos D, Hall JS, Idárraga A, Jiménez-Montoya J, Kennard D, Marín-Spiotta E, Mesquita R, Nunes YRF, Ochoa-Gaona S, Peña-Claros M, Pérez-Cárdenas N, Rodríguez-Velázquez J, Villanueva LS, Schwartz NB, Steininger MK, Veloso MDM, Vester HFM, Vieira ICG, Williamson GB, Zanini K and Hérault B (2021) Multidimensional tropical forest recovery. Science, 374, 1370–1376.
R Core Team (2020) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
Ricotta C, Podani J, and Uv ED (2017) On some properties of the Bray-Curtis dissimilarity and their ecological meaning. Ecological Complexity 31, 201–205.
(RMCA) Royal Museum for Central Africa (2021) Data derived via DRYAD.
Rueden CT, Schindelin J, Hiner MC, Dezonia BE, Walter AE, Arena ET and Eliceiri KW (2017) ImageJ2: ImageJ for the next generation of scientific image data. BMC Bioinformatics 18, 529.
Saranpää P (2003) Wood density and growth. In J. R. Barnett & G. Jeronimidis (Eds.), Wood Quality and Its Biological Basis. Hoboken, New Jersey: Wiley-Blackwell Publishing.
Sasaki N and Putz FE (2009) Critical need for new definitions of “forest” and “forest degradation” in global climate change agreements. Conservation Letters 2, 226–232.
Shapiro AC, Grantham HS, Aguilar-Amuchastegui N, Murray NJ, Gond V, Bonfils D and Rickenbach O (2021) Forest condition in the Congo Basin for the assessment of ecosystem conservation status. Ecological Indicators 122 1470–1160.
Slik JWF, Arroyo-Rodríguez V, Aiba SI, Alvarez-Loayza P, Alves LF, Ashton P, Balvanera P, Bastian ML, Bellingham PJ, Van Den Berg E, Bernacci L, Bispo PC, Blanc L, Böhning-Gaese K, Boeckx P, Bongers F, Boyle B, Bradford M, Brearley FQ, Hockemba MB, Bunyavejchewin S, Matos DCL, Castillo-Santiago M, Catharino ELM, Chai S, Chen Y, Colwell RK, Chazdon RL, Clark C, Clark DB, Clark DA, Culmsee H, Damas K, Dattaraja HS, Dauby G, Davidar P, DeWalt SJ, Doucet J, Duque A, Durigan G, Eichhorn KAO, Eisenlohr PV, Eler E, Ewango C, Farwig N, Feeley KJ, Ferreira L, Field R, Filho ATO, Fletcher C, Forshed O, Franco G, Fredriksson G, Gillespie T, Gillet J, Amarnath G, Griffith DM, Grogan J, Gunatilleke N, Harris D, Harrison R, Hector A, Homeier J, Imai N, Itoh A, Jansen PA, Joly CA, de Jong BHJ, Kartawinata K, Kearsley E, Kelly DL, Kenfack D, Kessler M, Kitayama K, Kooyman R, Larney E, Laumonier Y, Laurance S, Laurance WF, Lawes MJ, do Amaral IL, Letcher SG, Lindesll J, Lu X, Mansor A, Marjokorpi A, Martin E, Meilby H, Melo FPL, Metcalfe DJ, Medjibe VP, Metzger JP, Millet J, Mohandass D, Montero JC, Valeriano MM, Mugerwa B, Nagamasu H, Nilus R, Ochoa-Gaona S, Onrizal, Page N, Parolin P, Parren P, Parthasaranthy N, Paudel E, Permana A, Piedade MTF, Pitman NCA, Poorter L, Poulsen AD, Poulsen J, Powers J, Prasad RC, Puyravaud J, Razafimahaimodison J, Reitsma J, dos Santos JR, Spironello WR, Romero-Saltos H, Rovero F, Rozak AH, Ruokolainen K, Rutishauser E, Saiter F, Saner P, Santos BA, Santos F, Sarker SK, Satdichanh M, Schmitt CB, Schöngart J, Schulze M, Suganuma MS, Sheil D, Pinheiro ES, Sist E, Stevart T, Sukumar R, Sun IF, Sunderland T, Suresh HS, Suzuki E, Tabarelli M, Tang J, Targhetta N, Theilade I, Thomas DW, Tchouto P, Hurtado J, Valencia R, van Valkenburg JLCH, van Do T, Vasquez R, Verbeeck H, Adekunle V, Vieira SA, Webb CO, Whitfeld T, Wich SA, Williams J, Wittmann F, Wöll H, Yang X, Yao CYA, Yap SL, Yoneda T, Zahawi RA, Zakaria R, Zang R, de Assis RL, Luize BG and Venticinque EM (2015) An estimate of the number of tropical tree species. Proceedings of the National Academy of Sciences of the United States of America 112, 7472–7477.
Sosef MSM, Dauby G, Blach-Overgaard A, van der Burgt X, Catarino L, Damen T, Deblauwe V, Dessein S, Dransfield J, Droissart V, Duarte MC, Engledow H, Fadeur G, Figueira R, Gereau RE, Hardy OJ, Harris DJ, de Heij J, Janssens S, Klomberg Y, Ley AC, Mackinder BA, Meerts P, van de Poel JL, Sonké B, Stévart T, Stoffelen P, Svenning J, Sepulchre P, Zaiss R, Wieringa J and Couvreur TLP (2017) Exploring the floristic diversity of tropical Africa. BMC Biology 15, 15.
Tegegne YT, Lindner M, Fobissie K and Kanninen M (2016) Evolution of drivers of deforestation and forest degradation in the Congo Basin forests: exploring possible policy options to address forest loss. Land Use Policy 51, 312–324.
Tyukavina A, Hansen MC, Potapov P, Parker D, Okpa C, Stehman SV, Kommareddy I and Turubanova S (2018) Congo Basin forest loss dominated by increasing smallholder clearing. Science Advances 4, eaat2993.
Van de Perre F, Willig MR, Presely SJ, Andemwana FB, Beeckman H, Boeckx P, Cooleman S, de Haan M, De Kesel A, Dessein S, Grootaert P, Huygens D, Jansens SB, Kearsley E, Kabeya PM, Leponce M, Van den Broeck D, Verbeeck H, Würsten B, Leirs H and Verheyen E (2018) Science advances 4, eaar6603.
van Vliet N, Muhindo J, Kambale Nyumu J, Mushagalusa O and Nasi R (2018) Mammal depletion processes as evidenced from spatially explicit and temporal local ecological knowledge. Tropical Conservation Science 11, 1–16.
Vancutsem C, Pekel JF, Evrard C, Malaisse F and Defourny P (2009) Mapping and characterizing the vegetation types of the Democratic Republic of Congo using SPOT VEGETATION time series. International Journal of Applied Earth Observation and Geoinformation 11, 62–76.
Vanden Abeele S, Janssens SB, Asimonyio Anio J, Bawin Y, Depecker J, Kambale B, Mwanga Mwanga I, Ebele T, Ntore S, Stoffelen P and Vandelook F (2021) Genetic diversity of wild and cultivated Coffea canephora in northeastern DR Congo and the implications for conservation. American Journal of Botany 108, 2425–2434.
West PC, Gibbs HK, Monfreda C, Wagner J, Barford CC, Carpenter SR and Foley JA (2010) Trading carbon for food: global comparison of carbon stocks vs. crop yields on agricultural land. Proceedings of the National Academy of Sciences of the United States of America 107, 19645–19648.
Wickham H (2016) ggplot2: Elegant Graphics for Data Analysis. New York: Springer-Verlag.
Wittmann F, Schongart J, Montero JC, Motzer T, Junk WJ, Piedade MTF, Queiroz HL and Worbes M (2006) Tree species composition and diversity gradients in white-water forests across the Amazon Basin. Journal of Biogeography 33, 1334–1347.