Exploring the floristic diversity of tropical Africa
Language English Country Great Britain, England Media electronic
Document type Journal Article, Research Support, Non-U.S. Gov't
PubMed
28264718
PubMed Central
PMC5339970
DOI
10.1186/s12915-017-0356-8
PII: 10.1186/s12915-017-0356-8
Knihovny.cz E-resources
- Keywords
- Botanical exploration, Digitization, Floristic patterns, Herbarium specimens, Plant growth form, Species richness, Tropical forests,
- MeSH
- Biodiversity * MeSH
- Time Factors MeSH
- Databases as Topic MeSH
- Species Specificity MeSH
- Flowers physiology MeSH
- Forests MeSH
- Trees growth & development MeSH
- Tropical Climate * MeSH
- Geography MeSH
- Publication type
- Journal Article MeSH
- Research Support, Non-U.S. Gov't MeSH
- Geographicals
- Africa MeSH
BACKGROUND: Understanding the patterns of biodiversity distribution and what influences them is a fundamental pre-requisite for effective conservation and sustainable utilisation of biodiversity. Such knowledge is increasingly urgent as biodiversity responds to the ongoing effects of global climate change. Nowhere is this more acute than in species-rich tropical Africa, where so little is known about plant diversity and its distribution. In this paper, we use RAINBIO - one of the largest mega-databases of tropical African vascular plant species distributions ever compiled - to address questions about plant and growth form diversity across tropical Africa. RESULTS: The filtered RAINBIO dataset contains 609,776 georeferenced records representing 22,577 species. Growth form data are recorded for 97% of all species. Records are well distributed, but heterogeneous across the continent. Overall, tropical Africa remains poorly sampled. When using sampling units (SU) of 0.5°, just 21 reach appropriate collection density and sampling completeness, and the average number of records per species per SU is only 1.84. Species richness (observed and estimated) and endemism figures per country are provided. Benin, Cameroon, Gabon, Ivory Coast and Liberia appear as the botanically best-explored countries, but none are optimally explored. Forests in the region contain 15,387 vascular plant species, of which 3013 are trees, representing 5-7% of the estimated world's tropical tree flora. The central African forests have the highest endemism rate across Africa, with approximately 30% of species being endemic. CONCLUSIONS: The botanical exploration of tropical Africa is far from complete, underlining the need for intensified inventories and digitization. We propose priority target areas for future sampling efforts, mainly focused on Tanzania, Atlantic Central Africa and West Africa. The observed number of tree species for African forests is smaller than those estimated from global tree data, suggesting that a significant number of species are yet to be discovered. Our data provide a solid basis for a more sustainable management and improved conservation of tropical Africa's unique flora, and is important for achieving Objective 1 of the Global Strategy for Plant Conservation 2011-2020. In turn, RAINBIO provides a solid basis for a more sustainable management and improved conservation of tropical Africa's unique flora.
AMAP CNRS INRA IRD Université Montpellier Montpellier France
Botanic Garden Meise Nieuwelaan 38 BE 1860 Meise Belgium
CESAB FRB Domaine du Petit Arbois Av Louis Philibert Aix en Provence 13100 France
Department of Ecology Faculty of Science Charles University Vinicna 7 128 44 Prague 2 Czech Republic
DIADE Université Montpellier IRD Montpellier France
International Institute of Tropical Agriculture BP 2008 Yaounde Cameroon
Naturalis Biodiversity Center Darwinweg 2 2333 CR Leiden The Netherlands
Picturae De Droogmakerij 12 1851LX Heiloo The Netherlands
Royal Botanic Garden Edinburgh 20A Inverleith Row Edinburgh UK
Royal Botanic Gardens Kew Richmond Surrey TW9 3AE UK
Wageningen University Biosystematics Group Droevendaalsesteeg 1 6708 PB Wageningen The Netherlands
See more in PubMed
Gaston KJ. Global patterns in biodiversity. Nature. 2000;405:220–7. doi: 10.1038/35012228. PubMed DOI
Klopper RR, Gautier L, Chatelain C, Smith GF, Spichiger R. Floristics of the angiosperm flora of sub-Saharan Africa: an analysis of the African Plant Checklist and Database. Taxon. 2007;56:201–8.
Linder HP. Plant diversity and endemism in sub-Saharan tropical Africa. J Biogeogr. 2001;28:169–82. doi: 10.1046/j.1365-2699.2001.00527.x. DOI
Linder HP. The evolution of African plant diversity. Front Genet. 2014;2:38.
Watson JE, Shanahan DF, Di Marco M, Allan J, Laurance WF, Sanderson EW, et al. Catastrophic declines in wilderness areas undermine global environment targets. Curr Biol. 2016;26(21):2929–34. doi: 10.1016/j.cub.2016.08.049. PubMed DOI
McClean CJ, Lovett JC, Küper W, Hannah L, Sommer JH, Barthlott W, et al. African plant diversity and climate change. Ann Mo Bot Gard. 2005;92:139–52.
Wen J, Ickert-Bond SM, Appelhans MS, Dorr LJ, Funk VA. Collections-based systematics: opportunities and outlook for 2050. J Syst Evol. 2015;53:477–88. doi: 10.1111/jse.12181. DOI
Perrings C, Lovett J. Policies for biodiversity conservation: the case of sub-Saharan Africa. Int Aff. 1999;75:281–305. doi: 10.1111/1468-2346.00073. DOI
Bebber DP, Carine MA, Wood JR, Wortley AH, Harris DJ, Prance GT, et al. Herbaria are a major frontier for species discovery. Proc Natl Acad Sci. 2010;107:22169–71. doi: 10.1073/pnas.1011841108. PubMed DOI PMC
Greve M, Lykke AM, Fagg CW, Gereau RE, Lewis GP, Marchant R, et al. Realising the potential of herbarium records for conservation biology. South Afr J Bot. 2016;105:317–23. doi: 10.1016/j.sajb.2016.03.017. DOI
Index Herbariorum. A global directory of public herbaria and associated staff. New York Botanical Garden’s Virtual Herbarium. 2012. http://sweetgum.nybg.org/science/ih/. Accessed 21 May 2015.
Graham CH, Ferrier S, Huettman F, Moritz C, Peterson AT. New developments in museum-based informatics and applications in biodiversity analysis. Trends Ecol Evol. 2004;19:497–503. doi: 10.1016/j.tree.2004.07.006. PubMed DOI
Blagoderov V, Smith V. Bringing collections out of the dark. ZooKeys. 2012;209:1–6. doi: 10.3897/zookeys.209.3699. PubMed DOI PMC
Lavoie C. Biological collections in an ever changing world: Herbaria as tools for biogeographical and environmental studies. Perspect Plant Ecol Evol Syst. 2013;15:68–76. doi: 10.1016/j.ppees.2012.10.002. DOI
Kress WJ. Valuing collections. Science. 2014;346:1310. doi: 10.1126/science.aaa4115. PubMed DOI
Heerlien M, Van Leusen J, Schnörr S, De Jong-Kole S, Raes N, Van Hulsen K. The natural history production line: an industrial approach to the digitization of scientific collections. J Comput Cult Herit JOCCH. 2015;8:3.
Seregin AP. Making the Russian flora visible: fast digitisation of the Moscow University Herbarium (MW) in 2015. Taxon. 2016;65:205–7. doi: 10.12705/651.29. DOI
ter Steege H, Pitman NC, Sabatier D, Baraloto C, Salomão RP, Guevara JE, et al. Hyperdominance in the Amazonian tree flora. Science. 2013;342:1243092. doi: 10.1126/science.1243092. PubMed DOI
Engemann K, Sandel B, Enquist BJ, Jørgensen PM, Kraft N, Marcuse-Kubitza A, et al. Patterns and drivers of plant functional group dominance across the Western Hemisphere: a macroecological re-assessment based on a massive botanical dataset. Bot J Linn Soc. 2016;180:141–60. doi: 10.1111/boj.12362. DOI
ter Steege H, Vaessen RW, Cárdenas-López D, Sabatier D, Antonelli A, de Oliveira SM, et al. The discovery of the Amazonian tree flora with an updated checklist of all known tree taxa. Sci Rep. 2016;6:29549. doi: 10.1038/srep29549. PubMed DOI PMC
Collen B, Ram M, Zamin T, McRae L. The tropical biodiversity data gap: addressing disparity in global monitoring. Trop Conserv Sci. 2008;1:75–88. doi: 10.1177/194008290800100202. DOI
Antonelli A, Zizka A, Silvestro D, Scharn R, Cascales-Miñana B, Bacon CD. An engine for global plant diversity: highest evolutionary turnover and emigration in the American tropics. Front Genet. 2014;6:130. PubMed PMC
Feeley K. Are we filling the data void? An assessment of the amount and extent of plant collection records and census data available for tropical South America. PLoS One. 2015;10:e0125629. doi: 10.1371/journal.pone.0125629. PubMed DOI PMC
Küper W, Sommer JH, Lovett JC, Barthlott W. Deficiency in African plant distribution data – missing pieces of the puzzle. Bot J Linn Soc. 2006;150:355–68. doi: 10.1111/j.1095-8339.2006.00494.x. DOI
Stropp J, Ladle RJ, Malhado M, Ana C, Hortal J, Gaffuri J, et al. Mapping ignorance: 300 years of collecting flowering plants in Africa. Glob Ecol Biogeogr. 2016;25:1085–96. doi: 10.1111/geb.12468. DOI
White F. The vegetation of Africa, a descriptive memoir to accompany the UNESCO/AETFAT/UNSO vegetation map of Africa. Paris: UNESCO; 1983.
Slik JWF, Arroyo-Rodríguez V, Aiba S-I, Alvarez-Loayza P, Alves LF, Ashton P, et al. An estimate of the number of tropical tree species. Proc Natl Acad Sci U S A. 2015;112:7472–7. doi: 10.1073/pnas.1423147112. PubMed DOI PMC
Couvreur TLP. Odd man out: why are there fewer plant species in African rain forests? Plant Syst Evol. 2015;301:1299–313. doi: 10.1007/s00606-014-1180-z. DOI
Richards PW. Africa, the “Odd man out.”. In: Meggers BJ, Ayensu ES, Duckworth WD, editors. Tropical Forest Ecosystems in Africa and South America: A Comparative Review. Washington: Smithsonian Institution Press; 1973.
Küper W, Sommer JH, Lovett JC, Mutke J, Linder HP, Beentje HJ, et al. Africa’s hotspots of biodiversity redefined. Ann Mo Bot Gard. 2004;91:525–35.
Linder HP, Lovett J, Mutke JM, Barthlott W, Jürgens N, Rebelo T, et al. A numerical re-evaluation of the sub-Saharan phytochoria of mainland Africa. Biol Skr. 2005;55:229–52.
Linder HP, de Klerk HM, Born J, Burgess ND, Fjeldså J, Rahbek C. The partitioning of Africa: statistically defined biogeographical regions in sub-Saharan Africa. J Biogeogr. 2012;39:1189–372. doi: 10.1111/j.1365-2699.2012.02728.x. DOI
Dauby G, Zaiss R, Blach-Overgaard A, Catarino L, Damen T, Deblauwe V, et al. RAINBIO: a mega-database of tropical African vascular plants distributions. PhytoKeys. 2016;74:1–18. doi: 10.3897/phytokeys.74.9723. PubMed DOI PMC
Olson DM, Dinerstein E, Wikramanayake ED, Burgess ND, Powell GVN, Underwood EC, et al. Terrestrial ecoregions of the world: a new map of life on Earth. Bioscience. 2001;51:933–8. doi: 10.1641/0006-3568(2001)051[0933:TEOTWA]2.0.CO;2. DOI
Edler D, Guedes T, Zizka A, Rosvall M, Antonelli A. Infomap Bioregions: Interactive mapping of biogeographical regions from species distributions. Syst Biol. 2016; pii: syw087. Ahead of print. PubMed PMC
Chiarucci A, Enright NJ, Perry GLW, Miller BP, Lamont BB. Performance of nonparametric species richness estimators in a high diversity plant community. Divers Distrib. 2003;9:283–95. doi: 10.1046/j.1472-4642.2003.00027.x. DOI
Gotelli NJ, Chao A. Measuring and estimating species richness, species diversity, and biotic similarity from sampling data. Encycl Biodivers. 2013;5:195–211. doi: 10.1016/B978-0-12-384719-5.00424-X. DOI
Dauby G, Hardy OJ. Sampled-based estimation of diversity sensu stricto by transforming Hurlbert diversities into effective number of species. Ecography. 2012;35:661–72. doi: 10.1111/j.1600-0587.2011.06860.x. DOI
Droissart V, Hardy OJ, Sonké B, Dahdouh-Guebas F, Stévart T. Subsampling herbarium collections to assess geographic diversity gradients: a case study with endemic Orchidaceae and Rubiaceae in Cameroon. Biotropica. 2012;44:44–52. doi: 10.1111/j.1744-7429.2011.00777.x. DOI
Engemann K, Enquist BJ, Sandel B, Boyle B, Jørgensen PM, Morueta-Holme N, et al. Limited sampling hampers “big data” estimation of species richness in a tropical biodiversity hotspot. Ecol Evol. 2015;5:807–20. doi: 10.1002/ece3.1405. PubMed DOI PMC
Nielsen R, Tarpy DR, Reeve HK. Estimating effective paternity number in social insects and the effective number of alleles in a population. Mol Ecol. 2003;12:3157–64. doi: 10.1046/j.1365-294X.2003.01994.x. PubMed DOI
Jost L. Entropy and diversity. Oikos. 2006;113:363–75. doi: 10.1111/j.2006.0030-1299.14714.x. DOI
Baselga A. Partitioning the turnover and nestedness components of beta diversity. Glob Ecol Biogeogr. 2010;19:134–43. doi: 10.1111/j.1466-8238.2009.00490.x. DOI
Soininen J, McDonald R, Hillebrand H. The distance decay of similarity in ecological communities. Ecography. 2007;30:3–12. doi: 10.1111/j.0906-7590.2007.04817.x. DOI
Chao A, Jost L. Coverage-based rarefaction and extrapolation: standardizing samples by completeness rather than size. Ecology. 2012;93:2533–47. doi: 10.1890/11-1952.1. PubMed DOI
Campbell DG, Hammond HD. Floristic inventory of tropical countries: the status of plant systematics, collections, and vegetation, plus recommendations for the future. New York: New York Botanical Garden; 1989.
Dixon P. VEGAN, a package of R functions for community ecology. J Veg Sci. 2003;14:927–30. doi: 10.1111/j.1654-1103.2003.tb02228.x. DOI
Marcon E, Hérault B. entropart: an R package to measure and partition diversity. J Stat Softw. 2015;67:1–26.
Baselga A, Orme CDL. betapart: an R package for the study of beta diversity. Methods Ecol Evol. 2012;3:808–12. doi: 10.1111/j.2041-210X.2012.00224.x. DOI
Mayaux P, Bartholomé E, Fritz S, Belward A. A new land-cover map of Africa for the year 2000. J Biogeogr. 2004;31:861–77. doi: 10.1111/j.1365-2699.2004.01073.x. DOI
Marshall CA, Wieringa JJ, Hawthorne WD. Bioquality Hotspots in the Tropical African Flora. Curr Biol. 2016;26(23):3214–9. doi: 10.1016/j.cub.2016.09.045. PubMed DOI
Sosef MSM, Wieringa JJ, Jongkind CCH, Achoundong G, Azizet Issembé Y, Bedigian D, et al. Check-list des plantes vasculaires du Gabon/Checklist of Gabonese vascular plants. Meise: Jardin Botanique National de Belgique; 2006.
Akoègninou A, van der Burg WJ, van der Maesen LJG. Flore analytique du Bénin. Leiden: Backhuys Publishers; 2006.
ter Steege H, Haripersaud PP, Bánki OS, Schieving F. A model of botanical collectors’ behavior in the field: Never the same species twice. Am J Bot. 2011;98:31–7. doi: 10.3732/ajb.1000215. PubMed DOI
Figueiredo E, Smith GF, César J. The flora of Angola: first record of diversity and endemism. Taxon. 2009;58:233–6.
Sosef MS. Producing the Flore D’Afrique Centrale, past, present and future. Taxon. 2016;65:937–9. doi: 10.12705/654.54. DOI
Govaerts R. How many species of seed plants are there? Taxon. 2001;50:1085–90. doi: 10.2307/1224723. DOI
Cable S, Cheek M. The plants of Mt Cameroon: a conservation checklist. Kew London: Kew Publishing. Royal Botanic Gardens; 1998.
Cheek M, Onana J-M, Pollard BJ. The plants of Mount Oku and the Ijim Ridge. Cameroon: Kew Publishing, Royal Botanic Gardens Kew; 2000.
Cheek M, Pollard BJ, Darbyshire I, Onana JM, Wild C. The plants of Kupe, Mwanenguba and the Bakossi Mountains, Cameroon. A conservation checklist. The board of trustees of the Royal Botanical Gardens, Kew. Trowbridge: Cromwell Press; 2004.
Beentje H. Science comes from collaboration and communication: the Flora of Tropical East Africa as an example. Webbia. 2015;70:171–9. doi: 10.1080/00837792.2015.1013244. DOI
Masens Da-Musa Yung B. Etude phytosociologique de la région de Kikwit (Bandundu, Rép. Dém. du Congo) Bruxelles: Université Libre de Bruxelles; 1997.
Smith GF, Roux JPK, Raven P, Figueiredo E. African herbaria support transformation on the continent. Ann Mo Bot Gard. 2011;98:272–6. doi: 10.3417/2010050. DOI
Adam JG. Flore Descriptive des Monts Nimba (Côte d’Ivoire, Guinée, Libéria) Paris: Editions du Centre National de la Recherche Scientifique; 1983.
White F. La végétation de l’Afrique: Contribution à l’étude de la flore et de la végétation de l’Afrique occidentale. 1986.
Kenfack D, Thomas DW, Chuyong G, Condit R. Rarity and abundance in a diverse African forest. Biodivers Conserv. 2007;16:2045–74. doi: 10.1007/s10531-006-9065-2. DOI
Couvreur TLP, Sonke B, Niangadouma R, Sauquet H. Sirdavidia, an extraordinary new genus of Annonaceae from Gabon. PhytoKeys. 2015;46:1–19. doi: 10.3897/phytokeys.46.8937. PubMed DOI PMC
Parmentier I, Malhi Y, Senterre B, Whittaker RJ, Alonso A, Balinga MPB, et al. The odd man out? Might climate explain the lower tree alpha-diversity of African rain forests relative to Amazonian rain forests? J Ecol. 2007;95:1058–71. doi: 10.1111/j.1365-2745.2007.01273.x. DOI
Onana J-M. The vascular plants of Cameroon: A taxonomic checklist with IUCN assessments. Yaounde: National Herbarium of Cameroon; 2011.
Figueiredo E, Paiva J, Stévart T, Oliveira F, Smith GF. Annotated catalogue of the flowering plants of São Tomé and Príncipe. Bothalia. 2011;41:41–82. doi: 10.4102/abc.v41i1.34. DOI
Wieringa JJ, Sosef MSM. The applicability of relative floristic resemblance to evaluate the conservation value of protected areas. Plant Ecol Evol. 2011;144:242–8. doi: 10.5091/plecevo.2011.588. DOI
Lachenaud O, Breteler FJ. Novitates Gabonenses 76. A new Maesobotrya (Euphorbiaceae) from Crystal Mountains (Gabon and Equatorial Guinea) Adansonia. 2011;33:215–9. doi: 10.5252/a2011n2a6. DOI
Bissiengou P, Chatrou LW, Wieringa JJ, Sosef MSM. Taxonomic novelties in the genus Campylospermum (Ochnaceae) Blumea. 2013;58:1–7. doi: 10.3767/000651913X667817. DOI
Wieringa JJ, Mackinder BA, Van Proosdij AS. Gabonius gen. nov. (Leguminosae, Caesalpinioideae, Detarieae), a distant cousin of Hymenostegia endemic to Gabon. Phytotaxa. 2013;142:15–24. doi: 10.11646/phytotaxa.142.1.2. DOI
Stévart T, Biteau JP, Cawoy V, Droissart V. Taxonomy of Atlantic Central African orchids 3. A new species of Bulbophyllum Thouars (Orchidaceae) from the Monts de Cristal, Gabon. Phytotaxa. 2014;177:9. doi: 10.11646/phytotaxa.177.1.2. DOI
Couvreur TLP, Niangadouma R. New species of Uvariopsis (Annonaceae) and Laccosperma (Arecaceae/Palmae) from Monts de Cristal. Gabon PhytoKeys. 2016;68:1. doi: 10.3897/phytokeys.68.9576. PubMed DOI PMC
Hoekstra PH, Wieringa JJ, Chatrou LW. A nonet of novel species of Monanthotaxis (Annonaceae) from around Africa. PhytoKeys. 2016;69:71. doi: 10.3897/phytokeys.69.9292. PubMed DOI PMC
Sita P, Moutsamboté JM. Catalogue des plantes vasculaires du Congo. Brazzaville: ORSTOM, Centre d’Etudes sur les Ressources Vegetales; 1988.
Lachenaud O. La flore des plantes vasculaires de la République du Congo: nouvelles données. Syst Geogr Plants. 2009;79:199–214.
Raes N, Roos MC, Slik JWF, van Loon EE, ter Steege H. Botanical richness and endemicity patterns of Borneo derived from species distribution models. Ecography. 2009;32:180–92. doi: 10.1111/j.1600-0587.2009.05800.x. DOI
Hubbell SP. Estimating the global number of tropical tree species, and Fisher’s paradox. Proc Natl Acad Sci U S A. 2015;112:7343–4. doi: 10.1073/pnas.1507730112. PubMed DOI PMC
Harris DJ, Armstrong KE, Walters GM, Wilks C, Mouandza Mbembo J-C, Niangadouma R, et al. Phytogeographical analysis and checklist of the vascular plants of Loango National Park. Gabon Plant Ecol Evol. 2012;145:242–57. doi: 10.5091/plecevo.2012.641. DOI
Gentry AH, Dodson C. Contribution of nontrees to species richness of a tropical rain forest. Biotropica. 1987;19(2):149–56. doi: 10.2307/2388737. DOI
Reitsma JM. Vegetation forestiere du Gabon (Forest vegetation of Gabon) Ede: Tropenbos Foundation; 1988.
Poulsen AD. The herbaceous ground flora of the Batu Apoi forest Reserve. Brunei Darussalam Trop Rainfor Res Issues. 1996;74:43–57. doi: 10.1007/978-94-009-1685-2_4. DOI
Harrison SP, Prentice IC, Barboni D, Kohfeld KE, Ni J, Sutra J-P. Ecophysiological and bioclimatic foundations for a global plant functional classification. J Veg Sci. 2010;21:300–17. doi: 10.1111/j.1654-1103.2009.01144.x. DOI
Esquivel-Muelbert A, Baker TR, Dexter KG, Lewis SL, Steege H, Lopez-Gonzalez G, et al. Seasonal drought limits tree species across the Neotropics. Ecography. Ahead of print. doi:10.1111/ecog.01904.
Clarke GP. A new regional centre of endemism in Africa. In: Huxley CR, Lock M, Cutler DE (editors). Chorology, Taxonomy and Ecology of the Floras of Africa and Madagascar. 1998; pp. 53–65.
Burgess ND, Clarke GP. Coastal Forests of Eastern Africa. Gland: IUCN; 2000.
Timberlake J, Goyder D, Crawford F, Burrows J, Clarke GP, Luke Q, et al. Coastal dry forests in northern Mozambique. Plant Ecol Evol. 2011;144:126–37. doi: 10.5091/plecevo.2011.539. DOI
Bongers F, Parren MP, Traoré D. Forest climbing plants of West Africa: diversity, ecology and management. Cambridge: CAB International; 2005.
Sayer JA, Harcourt CS, Collins NM. The conservation atlas of tropical forests: Africa. London: Springer; 1992.
Burrows J, Schmidt E, Burrows S, Lötter M. Trees and Shrubs of Mozambique. Sponsors. Cape Town: Print Matters Heritage; 2017.
Küper W, Kreft H, Nieder J, Köster N, Barthlott W. Large-scale diversity patterns of vascular epiphytes in Neotropical montane rain forests. J Biogeogr. 2004;31:1477–87. doi: 10.1111/j.1365-2699.2004.01093.x. DOI
Zhang S-B, Chen W-Y, Huang J-L, Bi Y-F, Yang X-F. Orchid species richness along elevational and environmental gradients in Yunnan, China. PLoS One. 2015;10:e0142621. doi: 10.1371/journal.pone.0142621. PubMed DOI PMC
Stévart T, Geerinck D, Lejoly J. Liste des Orchidaceae de Sao-Tomé et Principe. Acta Bot Gallica. 2000;147:165–72. doi: 10.1080/12538078.2000.10515407. DOI
Patz J, Corvalan C, Hortwitz P, Campbell-Lendrum D, Watts N, Maiero M, et al. Our planet, our health, our future. Human health and the Rio conventions: biological diversity, climate change and desertification. Geneva: World Health Organization; 2012.
Letouzey R. Etude phytogéographique du Cameroun. Theses. Toulouse: University of Toulouse; 1968.
Robyns W. Une flore du Congo Belge et du Ruanda-Urundi. Bull Jard Bot Etat Bruxelles. 1949;19:231–5. doi: 10.2307/3666705. DOI
Sosef MSM, Florence J, Wieringa JJ. Flore du Gabon, progress and inventorie. In: Jeannoda VH, Razafimandimbison SG, Block P, editors. XIXth AETFAT Congr. Madag. 25–30 April 2010 – Abstr. Meise: National Botanic Garden of Belgium; 2010. p. 465.
Aké AL. Flore de la Côte d’Ivoire: catalogue systématique, biogéographie et écologie, 1. Boissiera. 2001;57:1–396.
Aké AL. Flore de la Cote-d’Ivoire: catalogue systematique, biogeographie et ecologie. 2. Boissiera. 2002;58:1–401.
Jongkind CCH, Suter J. List of Liberian vascular plants. Advances in Botanical Knowledge of Liberia Supported by the Liberia Forest Re-assessment Project: 7-9 & appendix 1. Cambridge: Fauna Flora Int; 2004.
Yesson C, Brewer PW, Sutton T, Caithness N, Pahwa JS, Burgess M, et al. How global is the global biodiversity information facility? PLoS One. 2007;2:e1124. doi: 10.1371/journal.pone.0001124. PubMed DOI PMC
Maldonado C, Molina CI, Zizka A, Persson C, Taylor CM, Albán J, et al. Estimating species diversity and distribution in the era of Big Data: to what extent can we trust public databases? Glob Ecol Biogeogr. 2015;24:973–84. doi: 10.1111/geb.12326. PubMed DOI PMC
Samy G, Chavan V, Ariño AH, Otegui J, Hobern D, Sood R, et al. Content assessment of the primary biodiversity data published through GBIF network: status, challenges and potentials. Biodivers Inform. 2013;8:94–172. doi: 10.17161/bi.v8i2.4124. DOI
Haripersaud PP. Collecting biodiversity. Utrecht: Utrecht University Repository; 2009.
Goodwin ZA, Harris DJ, Filer D, Wood JR, Scotland RW. Widespread mistaken identity in tropical plant collections. Curr Biol. 2015;25:R1066–7. doi: 10.1016/j.cub.2015.10.002. PubMed DOI
Dexter KG, Pennington TD, Cunningham CW. Using DNA to assess errors in tropical tree identifications: How often are ecologists wrong and when does it matter? Ecol Monogr. 2010;80:267–86. doi: 10.1890/09-0267.1. DOI
Group CPW, Hollingsworth PM, Forrest LL, Spouge JL, Hajibabaei M, Ratnasingham S, et al. A DNA barcode for land plants. Proc Natl Acad Sci U S A. 2009;106:12794–7. doi: 10.1073/pnas.0905845106. PubMed DOI PMC
Töpel M, Zizka A, Calió MF, Scharn R, Silvestro D, Antonelli A. SpeciesGeoCoder: Fast Categorization of Species Occurrences for Analyses of Biodiversity, Biogeography, Ecology, and Evolution. Syst Biol. Ahead of print. doi:https://doi.org/10.1093/sysbio/syw064. PubMed DOI PMC
Guo Q, Liu Y. ModEco: an integrated software package for ecological niche modeling. Ecography. 2010;33:637–42. doi: 10.1111/j.1600-0587.2010.06416.x. DOI
Silvertown J. A new dawn for citizen science. Trends Ecol Evol. 2009;24:467–71. doi: 10.1016/j.tree.2009.03.017. PubMed DOI
Amano T, Lamming JDL, Sutherland WJ. Spatial gaps in global biodiversity information and the role of citizen science. Bioscience. 2016;66:393–400. doi: 10.1093/biosci/biw022. DOI
Gardiner LM, Bachman SP. The role of citizen science in a global assessment of extinction risk in palms (Arecaceae) Bot J Linn Soc. 2016;182:543–50. doi: 10.1111/boj.12402. DOI
Mayaux P, Pekel J-F, Desclée B, Donnay F, Lupi A, Achard F, et al. State and evolution of the African rainforests between 1990 and 2010. Philos Trans R Soc B Biol Sci. 2013;368:20120300. doi: 10.1098/rstb.2012.0300. PubMed DOI PMC
Global patterns of vascular plant alpha diversity