Article, 2024
The bii4africa dataset of faunal and floral population intactness estimates across Africa's major land uses
Scientific Data, ISSN 2052-4463, Volume 11, 1, 10.1038/s41597-023-02832-6
Contributors
Clements H. 0000-0002-7015-6532 [1] [2] Do Linh San E. 0000-0002-6513-5665 [3] Hempson G. [4] [5] Linden B. 0000-0003-0789-9920 [6] Maritz B. 0000-0003-2537-1222 [7] Monadjem A. 0000-0003-1906-4023 [8] [9] Reynolds C. 0000-0002-2345-7017 [5] Siebert F. [10] Stevens N. 0000-0002-0693-8409 [11] Biggs R. 0000-0003-0300-4149 [2] [12] De Vos A. [2] [13] Blanchard R. 0000-0002-3560-4133 [2] Child M. 0000-0003-1718-4638 [14] Esler K.J. 0000-0001-6510-727X [2] Hamann M. 0000-0003-2906-4043 [2] [15] Loft T. 0009-0008-0591-3948 [11] Reyers B. 0000-0002-2194-8656 [9] Selomane O. 0000-0002-6892-4221 [2] [9] Skowno A.L. 0000-0002-2726-7886 [14] [16] Tshoke T. [2] Abdoulaye D. Aebischer T. Aguirre-Gutierrez J. 0000-0001-9190-3229 [11] Alexander G.J. 0000-0003-3991-4099 [5] Ali A.H. [17] Allan D.G. [18] Amoako E.E. 0000-0002-5115-5032 [19] Angedakin S. [20] Aruna E. Avenant N.L. 0000-0002-5390-9010 [21] [22] Badjedjea G. [23] Bakayoko A. Bamba-Kaya A. Bates M.F. [21] [22] Bates P.J.J. 0000-0003-3630-739X Belmain S.R. 0000-0002-5590-7545 [24] Bennitt E. 0000-0002-7794-3264 [25] Bradley J. Brewster C.A. Brown M.B. Brown M. 0000-0002-2995-1745 [26] Bryja J. [27] Butynski T.M. [28] Carvalho F. 0000-0003-2161-5293 [3] [29] Channing A. [10] Chapman C.A. [30] Cohen C. [16] Cords M. 0000-0001-7416-0603 [31] Cramer J.D. Cronk N. 0000-0001-6712-1219 [5] Cunneyworth P.M.K. Dalerum F. 0000-0001-9737-8242 [9] [32] Danquah E. [33] Davies-Mostert H. 0000-0001-7824-4863 [9] de Blocq A.D. 0000-0001-8486-0769 [34] De Jong Y.A. 0000-0002-8677-3738 [28] Demos T.C. 0000-0003-0522-3708 [35] Denys C. 0000-0002-1519-1546 [36] Djagoun C.A.M.S. [37] Doherty-Bone T.M. 0000-0002-8074-5955 [38] Drouilly M. 0000-0003-2793-4527 [16] [39] du Toit J.T. 0000-0003-0705-7117 [9] [40] Ehlers Smith D.A. [41] Ehlers Smith Y.C. [41] [42] Eiseb S. 0000-0002-0408-4999 [43] Fashing P.J. [44] Ferguson A.W. 0000-0002-6931-6420 [35] Fernandez-Garcia J.M. 0000-0001-6235-7986 Finckh M. 0000-0003-2186-0854 [45] Fischer C. [46] Gandiwa E. [47] Gaubert P. Gaugris J.Y. 0000-0002-6606-060X Gibbs D.J. Gilchrist J.S. 0000-0001-8216-5893 [48] Gil-Sanchez J.M. 0000-0002-7052-8332 [49] Githitho A.N. [50] Goodman P.S. Granjon L. 0000-0003-1182-3793 [51] Grobler J.P. [22] Gumbi B.C. [52] Gvozdik V. 0000-0002-4398-4076 [27] [53] Harvey J. [54] Hauptfleisch M. [55] Hayder F. [3] Hema E.M. Herbst M. [56] Houngbedji M. Huntley B.J. [29] Hutterer R. Ivande S.T. [57] Jackson K. [58] Jongsma G.F.M. 0000-0001-8790-2610 [59] Juste J. 0000-0003-1383-8462 [60] Kadjo B. [61] Kaleme P.K. Kamugisha E. Kaplin B.A. 0000-0001-5396-5445 [62] Kato H.N. [63] Kiffner C. 0000-0002-7475-9023 [64] [65] Kimuyu D. 0000-0001-6077-4970 [66] Kityo R.M. [20] Kouame N.G. [67] Kouete T M. [68] le Roux A. [22] Lee A.T.K. [41] Lotter M.C. [5] Lykke A.M. 0000-0002-4337-8607 [69] MacFadyen D.N. Macharia G.P. Madikiza Z.J.K. 0000-0001-7993-8795 [5] Mahlaba T.A. [8] Mallon D. [70] Mamba M.L. 0000-0002-2696-3230 [8] Mande C. [23] Marchant R. 0000-0001-5013-4056 [71] Maritz R.A. [7] Markotter W. [9] McIntyre T. 0000-0001-8395-7550 [72] Measey J. 0000-0001-9939-7615 [2] [73] Mekonnen A. 0000-0001-8403-1071 [74] Meller P. [45] Melville H.I. 0000-0003-3331-2273 [72] Mganga K.Z. 0000-0002-7908-7561 [75] Mills M.G.L. [76] Minnie L. 0000-0002-9922-4295 [76] [77] Missoup A.D. 0000-0002-3018-9188 [78] Mohammad A. Moinde N.N. [50] Moise B.F.E. 0000-0001-7878-8158 Monterroso P. 0000-0002-7911-3651 [29] Moore J.F. 0000-0003-1153-9354 Musila S. [50] Nago S.G.A. 0000-0003-2889-4782 Namoto M.W. Niang F. [79] Nicolas V. 0000-0001-5384-7529 [36] Nkenku J.B. [80] Nkrumah E.E. 0000-0001-6032-7775 [33] Nono G.L. [81] Norbert M.M. Nowak K. 0000-0002-4992-7910 [82] Obitte B.C. 0000-0001-5785-892X [83] Okoni-Williams A.D. [84] Onongo J. [85] O'Riain M.J. 0000-0001-5233-8327 [16] Osinubi S.T. 0000-0002-5143-6985 [82] Parker D.M. [76] Parrini F. 0000-0002-5517-3123 [5] Peel M.J.S. [5] [72] [86] Penner J. [87] Pietersen D.W. 0000-0002-7592-8319 [9] Plumptre A.J. 0000-0002-9333-4047 [88] Ponsonby D.W. [5] Porembski S. [89] Power R.J. Radloff F.G.T. 0000-0001-5309-1506 [90] Rambau R.V. [2] Ramesh T. [91] Richards L.R. 0000-0003-2599-5262 [18] Rodel M.-O. 0000-0002-1666-195X [92] Rollinson D.P. [16] Rovero F. 0000-0001-6688-1494 [93] Saleh M.A. Schmiedel U. 0000-0003-4059-6585 Schoeman M.C. 0000-0003-3736-0264 [41] Scholte P. 0000-0003-3813-7363 Serfass T.L. [94] Shapiro J.T. 0000-0002-4539-650X [95] Shema S. 0000-0003-1395-4957 [50] Siebert S.J. [10] Slingsby J. [16] Sliwa A. 0000-0002-9111-3371 Smit-Robinson H.A. 0000-0002-8334-9907 [72] Sogbohossou E.A. 0000-0002-0446-0720 [37] Somers M.J. 0000-0002-5836-8823 [9] Spawls S. Streicher J.P. [41] Swanepoel L. 0000-0002-9955-8076 [6] Tanshi I. [96] Taylor P.J. [22] Taylor W.A. [97] te Beest M. 0000-0003-3673-4105 [77] Telfer P.T. [98] Thompson D.I. 0000-0001-9498-8424 [5] Tobi E. 0000-0002-6199-290X Tolley K.A. 0000-0002-7778-1963 [14] Turner A.A. [7] [99] Twine W. 0000-0002-4163-198X [5] Van Cakenberghe V. 0000-0003-1354-2442 [100] Van de Perre F. [100] van der Merwe H. 0000-0002-7677-5123 [16] van Niekerk C.J.G. [10] van Wyk P.C.V. 0000-0001-7983-0944 Venter J.A. [77] Verburgt L. [9] Veron G. 0000-0003-4247-3976 [101] Vetter S. 0000-0002-2063-5615 [13] Vorontsova M.S. 0000-0003-0899-1120 [102] Wagner T.C. 0000-0002-0457-367X [103] Webala P.W. [104] Weber N. 0000-0003-0390-1229 [105] Weier S.M. [6] White P.A. 0000-0002-1814-6265 [65] Whitecross M.A. [5] Wigley B.J. [56] [77] [106] Willems F.J. Winterbach C.W. Woodhouse G.M. [107]Affiliations
- [1] University of Helsinki [NORA names: Finland; Europe, EU; Nordic; OECD];
- [2] Stellenbosch University [NORA names: South Africa; Africa];
- [3] University of Fort Hare [NORA names: South Africa; Africa];
- [4] University of Glasgow [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [5] University of the Witwatersrand [NORA names: South Africa; Africa];
- [6] University of Venda [NORA names: South Africa; Africa];
- [7] University of the Western Cape [NORA names: South Africa; Africa];
- [8] Department of Biological Sciences
- [9] University of Pretoria [NORA names: South Africa; Africa];
- [10] North-West University [NORA names: South Africa; Africa];
- [11] University of Oxford [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [12] Stockholm Resilience Centre [NORA names: Sweden; Europe, EU; Nordic; OECD];
- [13] Rhodes University [NORA names: South Africa; Africa];
- [14] South African National Biodiversity Institute [NORA names: South Africa; Africa];
- [15] University of Exeter
- [16] University of Cape Town [NORA names: South Africa; Africa];
- [17] Hirola Conservation Programme [NORA names: Kenya; Africa];
- [18] Durban Natural Science Museum [NORA names: South Africa; Africa];
- [19] University for Development Studies [NORA names: Ghana; Africa];
- [20] Makerere University [NORA names: Uganda; Africa];
- [21] National Museum [NORA names: South Africa; Africa];
- [22] University of the Free State [NORA names: South Africa; Africa];
- [23] University of Kisangani [NORA names: DR Congo; Africa];
- [24] Natural Resources Institute [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [25] University of Botswana [NORA names: Botswana; Africa];
- [26] University of Minnesota [NORA names: United States; America, North; OECD];
- [27] Institute of Vertebrate Biology [NORA names: Czechia; Europe, EU; OECD];
- [28] Eastern Africa Primate Diversity and Conservation Program & Lolldaiga Hills Research Programme [NORA names: Kenya; Africa];
- [29] Universidade do Porto [NORA names: Portugal; Europe, EU; OECD];
- [30] Vancouver Island University [NORA names: Canada; America, North; OECD];
- [31] Columbia University
- [32] Stockholm University [NORA names: Sweden; Europe, EU; Nordic; OECD];
- [33] Kwame Nkrumah University of Science and Technology [NORA names: Ghana; Africa];
- [34] BirdLife South Africa [NORA names: South Africa; Africa];
- [35] Field Museum of Natural History [NORA names: United States; America, North; OECD];
- [36] Sorbonne Université [NORA names: France; Europe, EU; OECD];
- [37] University of Abomey-Calavi [NORA names: Benin; Africa];
- [38] Royal Zoological Society of Scotland [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [39] Panthera [NORA names: United States; America, North; OECD];
- [40] Institute of Zoology [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [41] University of KwaZulu-Natal [NORA names: South Africa; Africa];
- [42] Ezemvelo KZN Wildlife [NORA names: South Africa; Africa];
- [43] University of Namibia [NORA names: Namibia; Africa];
- [44] California State University [NORA names: United States; America, North; OECD];
- [45] Universität Hamburg [NORA names: Germany; Europe, EU; OECD];
- [46] University of Applied Sciences Western Switzerland [NORA names: Switzerland; Europe, Non-EU; OECD];
- [47] Chipinda Pools [NORA names: Zimbabwe; Africa];
- [48] Edinburgh Napier University [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [49] Universidad de Granada [NORA names: Spain; Europe, EU; OECD];
- [50] National Museums of Kenya [NORA names: Kenya; Africa];
- [51] CNRS [NORA names: France; Europe, EU; OECD];
- [52] University of California [NORA names: United States; America, North; OECD];
- [53] National Museum [NORA names: Czechia; Europe, EU; OECD];
- [54] Harvey Ecological [NORA names: South Africa; Africa];
- [55] Namibia University of Science and Technology [NORA names: Namibia; Africa];
- [56] South African National Parks [NORA names: South Africa; Africa];
- [57] University of Jos [NORA names: Nigeria; Africa];
- [58] Whitman College [NORA names: United States; America, North; OECD];
- [59] New Brunswick Museum [NORA names: Canada; America, North; OECD];
- [60] Estación Biológica de Doñana
- [61] Université Félix Houphouët-Boigny [NORA names: Côte d'Ivoire; Africa];
- [62] University of Rwanda [NORA names: Rwanda; Africa];
- [63] Mbarara University of Science and Technology [NORA names: Uganda; Africa];
- [64] Max Planck Institute for Evolutionary Anthropology [NORA names: Germany; Europe, EU; OECD];
- [65] University of California [NORA names: United States; America, North; OECD];
- [66] Karatina University [NORA names: Kenya; Africa];
- [67] Laboratoire des Sciences et Techniques de l'Environnement [NORA names: Côte d'Ivoire; Africa];
- [68] Florida Museum of Natural History [NORA names: United States; America, North; OECD];
- [69] Aarhus University [NORA names: AU Aarhus University; University; Denmark; Europe, EU; Nordic; OECD];
- [70] Manchester Metropolitan University [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [71] University of York [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [72] University of South Africa [NORA names: South Africa; Africa];
- [73] Yunnan University [NORA names: China; Asia, East];
- [74] University of Calgary [NORA names: Canada; America, North; OECD];
- [75] Utrecht University [NORA names: Netherlands; Europe, EU; OECD];
- [76] School of Biology and Environmental Sciences [NORA names: South Africa; Africa];
- [77] Nelson Mandela University [NORA names: South Africa; Africa];
- [78] University of Douala [NORA names: Cameroon; Africa];
- [79] Université Cheikh Anta Diop [NORA names: Senegal; Africa];
- [80] University of Kinshasa [NORA names: DR Congo; Africa];
- [81] University of Yaoundé I [NORA names: Cameroon; Africa];
- [82] University of Warsaw [NORA names: Poland; Europe, EU; OECD];
- [83] Texas Tech University [NORA names: United States; America, North; OECD];
- [84] University of Sierra Leone [NORA names: Sierra Leone; Africa];
- [85] NatureUganda [NORA names: Uganda; Africa];
- [86] Agricultural Research Council [NORA names: South Africa; Africa];
- [87] Albert-Ludwigs-Universität [NORA names: Germany; Europe, EU; OECD];
- [88] BirdLife International [NORA names: United Kingdom; Europe, Non-EU; OECD];
- [89] University of Rostock [NORA names: Germany; Europe, EU; OECD];
- [90] Cape Peninsula University of Technology [NORA names: South Africa; Africa];
- [91] Sálim Ali Centre for Ornithology and Natural History [NORA names: India; Asia, South];
- [92] Museum für Naturkunde [NORA names: Germany; Europe, EU; OECD];
- [93] University of Florence [NORA names: Italy; Europe, EU; OECD];
- [94] Frostburg State University [NORA names: United States; America, North; OECD];
- [95] Université de Lyon
- [96] University of Washington [NORA names: United States; America, North; OECD];
- [97] Carnivore Conservation Programme [NORA names: South Africa; Africa];
- [98] Wildlife Conservation Society [NORA names: United States; America, North; OECD];
- [99] Western Cape Nature Conservation Board [NORA names: South Africa; Africa];
- [100] University of Antwerp [NORA names: Belgium; Europe, EU; OECD];
- [101] Evolution [NORA names: France; Europe, EU; OECD];
- [102] Royal Botanic Gardens
- [103] Technische Universität München [NORA names: Germany; Europe, EU; OECD];
- [104] Maasai Mara University [NORA names: Kenya; Africa];
- [105] Max Planck Institute of Animal Behavior [NORA names: Germany; Europe, EU; OECD];
- [106] University of Bayreuth [NORA names: Germany; Europe, EU; OECD];
- [107] University of Edinburgh [NORA names: United Kingdom; Europe, Non-EU; OECD]
(... more)
(less)
Abstract
Sub-Saharan Africa is under-represented in global biodiversity datasets, particularly regarding the impact of land use on species' population abundances. Drawing on recent advances in expert elicitation to ensure data consistency, 200 experts were convened using a modified-Delphi process to estimate 'intactness scores': the remaining proportion of an 'intact' reference population of a species group in a particular land use, on a scale from 0 (no remaining individuals) to 1 (same abundance as the reference) and, in rare cases, to 2 (populations that thrive in human-modified landscapes). The resulting bii4africa dataset contains intactness scores representing terrestrial vertebrates (tetrapods: ±5,400 amphibians, reptiles, birds, mammals) and vascular plants (±45,000 forbs, graminoids, trees, shrubs) in sub-Saharan Africa across the region's major land uses (urban, cropland, rangeland, plantation, protected, etc.) and intensities (e.g., large-scale vs smallholder cropland). This dataset was co-produced as part of the Biodiversity Intactness Index for Africa Project. Additional uses include assessing ecosystem condition; rectifying geographic/taxonomic biases in global biodiversity indicators and maps; and informing the Red List of Ecosystems.