Developing an initial inventory of non-native invasive species based on roadside surveys: recent experience in southern and eastern Africa

Main Article Content

Arne Witt
Brian W. van Wilgen
Tim Beale

Abstract

Background: Lists of non-native invasive species are needed for the development of strategies and plans to control them.


Objectives: This paper describes the development of an initial inventory of non-native plants based on roadside surveys, and reviews the advantages and challenges associated with the methodology.


Methods: We conducted surveys in 11 southern and eastern African countries and listed the presence of non-native plants at just under 107 000 roadside localities between 2008 and 2019. Localities were georeferenced and used to create a database of the distribution of 708 non-native plant species.


Results: The survey effort varied between countries, with sampling taking place fairly comprehensively in smaller countries (e.g., Eswatini, Malawi and Rwanda were well covered, with >90% of half-degree grid cells reached), while coverage was acceptably high in Uganda, Kenya and Tanzania (78–49%). In other countries, coverage was less. The greatest number of non-native species was recorded in Kenya (430), followed by Tanzania (341), Malawi (313) and Zambia (240). The most frequently recorded species was Lantana camara, with 5 566 records, followed by Senna siamea (3 526), Eucalyptus spp. (3 409), Ricinus communis (3 261) and Cascabela thevetia (3 156). Our inventories made a significant contribution to the regional database, constituting 58% of all plant observations in GBIF across the 11 countries in 2018. Several field guides have been produced based on these lists, and they provide a useful resource where none existed until recently.


Conclusion: Alternative methods exist for the development of lists, including remote sensing and citizen science, and each has advantages and drawbacks. Roadside surveys are not comprehensive as they are limited to roadsides and subject to several potential biases because inconspicuous species are excluded, and observers have different levels of competence. We conclude nonetheless that roadside surveys, undertaken by experienced observers during the course of other duties that involve widespread travel, can provide a relatively inexpensive and very useful initial inventory, especially in lower- and middle-income countries where the capacity to conduct other survey options is lacking.

Article Details

Section

Original research, Reviews, Strategies, Case studies

How to Cite

Witt, A., van Wilgen, B. and Beale, T. (2026) “Developing an initial inventory of non-native invasive species based on roadside surveys: recent experience in southern and eastern Africa”, African Biodiversity & Conservation, 56(2). doi:10.38201/abc.v56.2.a9.

References

Aceves-Bueno, E., Adeleye, A.S., Feraud, M., Huang, Y., Tao, M., Yang, Y. & Anderson, S.E., 2017, ‘The accuracy of citizen science data: a quantitative review’, Bulletin of the Ecological Society of America 98, 278–290.

AFC (Africa Finance Corporation), 2024, ‘State of Africa’s Infrastructure, Report 2024’, Available at: https://s3.eu-central-1.amazonaws.com/afc-assets/afc/AFC-State-of-Africas-Infrastructure-2024.pdf; viewed 23 May 2025.

Asner, G.P., Jones, M.O., Martin, R.E., Knapp, D.E. & Hughes, R.F., 2008, ‘Remote sensing of native and invasive species in Hawaiian forests’, Remote Sensing of Environment 112, 1912–1926, https://doi.org/10.1016/j.rse.2007.02.043.

August, T., Fox, R., Roy, D.B. & Pocock, M.J., 2020, ‘Data-derived metrics describing the behaviour of field-based citizen scientists provide insights for project design and modelling bias’, Scientific Reports 10(1),11009, https://doi.org/10.1038/s41598-020-67658-3.

Austen, G.E., Bindemann, M., Griffiths, R.A. & Roberts, D.L., 2016, ‘Species identification by experts and non-experts: comparing images from field guides’, Scientific Reports 6(1), 33634, https://doi.10.1038/srep33634.

Bayraktarov, E., Ehmke, G., O’Connor, J., Burns, E.L., Nguyen, H.A., McRae, L., Possingham, H.P. & Lindenmayer, D.B., 2019, ‘Do big unstructured biodiversity data mean more knowledge?’, Frontiers in Ecology and Evolution 6, 239, http://doi.org/10.3389/fevo.2018.00239.

Boakes, E.H., Gliozzo, G., Seymour, V., Harvey, M., Smith, C., Roy, D.B. & Haklay, M., 2016, ‘Patterns of contribution to citizen science biodiversity projects increase understanding of volunteers’ recording behaviour’, Scientific reports 6(1), 33051, http://doi.org/10.1038/srep33051.

Bogdan, A.V., 1950, ‘A list of weeds of the Kenya Highlands’, East African Agriculture and Forestry Journal 15, 118–123, https://doi.org/10.1080/03670074.1950.11664723.

Bogdan, A.V., 1965, ‘Weeds in Kenya wheat’, Weed Research 5, 351–352, https://doi.org/10.1111/j.1365-3180.1965.tb00364.x.

Borokini, I.T., Kortz, A., Anibaba, Q.A., Witt, A., Aigbokhan, E.I., Hejda, M. & Pyšek, P., 2023, ‘Alien flora of Nigeria: taxonomy, biogeography, habitats, and ecological impacts’, Biological Invasions 25, 3677–3696, http://doi.org/10.1007/s10530-023-03140-1.

Bowler, D.E., Bhandari, N., Repke, L., Beuthner, C., Callaghan, C.T., Eichenberg, D., Henle, K., Klenke, R., Richter, A., Jansen, F. & Bruelheide, H., 2022, ‘Decision-making of citizen scientists when recording species observations’, Scientific Reports 12(1), 11069, http://doi.org/10.1038/s41598-022-15218-2.

Boy, G. & Witt, A.B.R., 2013, Invasive alien plants and their management in Africa. UNEP/GEF Removing Barriers to Invasive Plant Management Project International Coordination Unit, CABI Africa, Nairobi, Kenya.

Bradley, B.A., 2014, ‘Remote detection of invasive plants: A review of spectral, textural and phenological approaches’, Biological Invasions 16, 1411–1425, http://doi.org/10.1007/s10530-013-0578-9.

Burgess, H.K., DeBey, L.B., Froehlich, H.E., Schmidt, N., Theobald, E.J., Ettinger, A.K., HilleRisLambers, J., Tewksbury, J. & Parrish, J.K., 2017, ‘The science of citizen science: Exploring barriers to use as a primary research tool’, Biological Conservation 208, 113–120, http://doi.org/10.1016/j.biocon.2016.05.014.

CABI, 2025, Invasive Species Compendium, CAB International, Wallingford, UK, available at: www.cabi.org/ISC, viewed 23 May 2025.

Caley, P., Groves, R.H. & Barker, R., 2008, ‘Estimating the invasion success of introduced plants’, Diversity and Distributions 14, 196–203, http://doi.org/10.1111/j.1472-4642.2007.00440.x.

Chandler, M., See, L., Copas, K., Bonde, A.M., López, B.C., Danielsen, F., Legind, J.K., Masinde, S., Miller-Rushing, A.J., Newman, G. , Rosemartin, A. & Turak, E., 2017’, ‘Contribution of citizen science towards international biodiversity monitoring’, Biological Conservation 213, 280–294, http://doi.org/10.1016/j.biocon.2016.09.004.

Christen, D.C. & Matlack, G.R., 2009, ‘The habitat and conduit functions of roads in the spread of three invasive plant species’, Biological Invasions 11, 453–465, http://doi.org/10.1007/s10530-008-9262-x.

Culverhouse, P.F., Williams, R., Reguera, B., Herry, V. & González-Gil, S., 2003, ‘Do experts make mistakes? A comparison of human and machine identification of dinoflagellates’, Marine Ecology Progress Series 247, 17–25.

Dar, P.A., Reshi, Z.A. & Shah, M.A., 2015, ‘Roads act as corridors for the spread of alien plant species in the mountainous regions: A case study of Kashmir Valley, India’, Tropical Ecology 56, 49–56.

Dawson, W., Mndolwa, A.S., Burslem, D.F.R.P. & Hulme, P.E., 2008, ‘Assessing the risks of plant invasions arising from collections in tropical botanical gardens’, Biodiversity and Conservation 17, 1979–1995, http://doi.org/10.1007/s10531-008-9345-0.

Di Cecco, G.J., Barve, V., Belitz, M.W., Stucky, B.J., Guralnick, R.P. & Hurlbert, A.H., 2021, ‘Observing the observers: How participants contribute data to iNaturalist and implications for biodiversity science’, BioScience 71, 1179–1188, http://doi.org/10.1093/biosci/biab093.

Di Marco, M., Chapman, S., Althor, G., Kearney, S., Besancon, C., Butt, N., Maina, J.M., Possingham, H.P., Von Bieberstein, K.R., Venter, O. & Watson, J.E.M., 2017, ‘Changing trends and persisting biases in three decades of conservation science’, Global Ecology and Conservation 10, 32–42.

Drummond, R.B., 1984, Arable weeds of Zimbabwe: A guide to the recognition of the more important weeds of crops, Agricultural Research Trust of Zimbabwe, Harare, Zimbab­we.

Dyrmann, M., Mortensen, A.K., Linneberg, L., Høye, T.T. & Bjerge, K., 2021, ‘Camera assisted roadside monitoring for invasive alien plant species using deep learning’, Sensors 21, 6126, http://doi.org/10.3390/s21186126.

El Hadidi, M.N., Hosny, A.I. & El Husseini, N., 1996, ‘Some aspects of the biodiversity of the weed flora in the farmlands of Egypt’, in L.J.G. Maesen, X.M. Burgt & J.M Medenbach de Rooy (eds), The Biodiversity of African Plants (pp. 788–794), Proceedings XIVth AETFAT Congress, 22–27 August 1994, Wageningen, The Netherlands, Springer Dordrecht, Netherlands.

Fink, D., Damoulas, T., Bruns, N.E., La Sorte, F.A., Hochachka, W.M., Gomes, C.P. & Kelling, S., 2014, ‘Crowdsourcing meets ecology: hemisphere-wide spatiotemporal species distribution models’, AI Magazine 35, 19–30, http://doi.org/10.1609/aimag.v35i2.2533.

Foxcroft, L.C., Jarošík, V., Pyšek, P., Richardson, D.M. & Rouget, M., 2011, ‘Protected-area boundaries as filters of plant invasions’, Conservation Biology 25, 400–405, http://doi.org/10.1111/j.1523-1739.2010.01617.x.

Fraisl, D., Hager, G., Bedessem, B., Gold, M., Hsing, P.Y., Danielsen, F., Hitchcock, C.B., Hulbert, J.M., Piera, J., Spiers, H., Thiel, M. & Haklay, M., ‘Citizen science in environmental and ecological sciences’, Nature Reviews Methods Primers 2(1), 64, http://doi.org/10.1038/s43586-022-00144-4.

Ganglo, J.C. & Kakpo, S.B., 2016, ‘Completeness of digital accessible knowledge of plants of Benin and priorities for future inventory and data discovery’, Biodiversity Informatics 11, 23–39, http://doi.org/10.17161/bi.v11i1.5053.

Ganglo, J.C., 2023, ‘Will Africa meet the challenge of biodiversity conservation in the digital age?’, Research Square 1–24, http://doi.org/10.21203/rs.3.rs-2182259/v5.

Germain, R., 1952, ‘Les associations végétales de la plaine de la Ruzizi (Congo Belge) en relation avec le milieu’, Publications de l’Institut National Pour l’étude Agronomique du Congo Belge, Série Scientifique 52, 1–321.

Henderson, L., 2007, ‘Invasive, naturalised and casual alien plants in southern Africa: a summary based on the Southern African Plant Invaders Atlas (SAPIA)’, Bothalia 37, 215–248.

Henderson, L., 2020, Invasive alien plants in South Africa, Agricultural Research Council, Pretoria.

Henderson, L. & Wilson, J.R.U., 2017, ‘Changes in the composition and distribution of alien plants in South Africa: an update from the Southern African Plant Invaders Atlas’, Bothalia-African Biodiversity & Conservation 47(2), 1–26, https://doi.org/10.4102/abc.v47i2.2172.

Huang, C.Y. & Asner, G.P., 2009, ‘Applications of remote sensing to alien invasive plant studies’, Sensors 9, 4869–4889, http://doi.org/10.3390/s90604869.

IPBES, 2023, Summary for policymakers of the thematic assessment report on invasive alien species and their control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services, in H.E. Roy, A. Pauchard, P. Stoett, T. Renard Truong, S. Bacher, B.S. Galil, P.E. Hulme, T. Ikeda, K.V. Sankaran, M.A. McGeoch, L.A. Meyerson, M.A. Nuñez, A. Ordonez, S.J. Rahlao, E. Schwindt, H. Seebens, A.W. Sheppard, & V. Vandvik (eds), IPBES Secretariat, Bonn, Germany, 41 pp.

Isaac, N.J.B. & Pocock, M.J.0., 2015, ‘Bias and information in biological records’, Biological Journal of the Linnean Society 115, 522–531, http://doi.org/10.1111/bij.12532.

ISSG 2105, Invasive Species Specialist Group, Global Invasive Species Database. University of Auckland, Auckland, New Zealand, available at www.iucngisd.org/gisd/, viewed 23 May 2025.

IUCN/PACO, 2013, Invasive plants affecting protected areas of West Africa – management for reduction of risk for biodiversity, IUCN, Gland and Ouagadougou, Burkina Faso.

Ivens, G., 1967, East African weeds and their control, Oxford University Press, Nairobi.

Johansson, F., Heino, J., Coiffard, P., Svanbäck, R., Wester, J. & Bini, L.M., 2020, ‘Can information from citizen science data be used to predict biodiversity in stormwater ponds?’, Scientific Reports 10(1), 9380, http://doi.org/10.1038/s41598-020-66306-0.

Joly, M., Bertrand, P., Gbangou, R.Y., White, M.C., Dubé, J. & Lavoie, C., 2011, ‘Paving the way for invasive species: road type and the spread of common ragweed (Ambrosia artemisiifolia)’, Environmental Management 48, 514–522, http://doi.org/10.1007/s00267-011-9711-7.

Joshi, C., De Leeuw, J. & Van Duren, I.C., 2004, Remote sensing and GIS applications for mapping and spatial modelling of invasive species, in Proceedings of ISPRS 35, 669–677.

Kalwij, J.M., Milton, S.J. & McGeoch, M.A., 2008, ‘Road verges as invasion corridors? A spatial hierarchical test in an arid ecosystem’, Landscape Ecology 23, 439–451, http://doi.org/10.1007/s10980-008-9201-3.

Kamp, J., Oppel, S., Heldbjerg, H., Nyegaard, T. & Donald, P.F., 2016, ‘Unstructured citizen science data fail to detect long-term population declines of common birds in Denmark’, Diversity and Distributions 22, 1024–1035, http://doi.org/10.1111/ddi.12463.

Kolar, C.S. & Lodge, D.M., 2001, ‘Progress in invasion biology: predicting invaders’, Trends in Ecology and Evolution 16, 199–204, https://doi.org/10.1016/s0169-5347(01)02101-2.

Kosmala, M., Wiggins, A., Swanson, A. & Simmons, B., 2016, ‘Assessing data quality in citizen science’, Frontiers in Ecology and Evolution and the Environment, 14, 551–560, http://doi.org/10.1002/fee.1436.

Lelong, B., Lavoie, C., Jodoin, C., & Belzile, F., 2007, ‘Expansion pathways of the exotic common reed (Phragmites australis): a historical and genetic analysis’, Diversity and Distributions, 13, 430–437, http://doi.org/10.1111/j.1472-4642.2007.00351.x.

Liedtke, R., Barros, A., Essl, F., Lembrechts, J.J., Wedegärtner, R.E., Pauchard, A. & Dullinger, S., 2020, ‘Hiking trails as conduits for the spread of non-native species in mountain areas’, Biological Invasions 22, 1121–1134, http://doi.org/10.1007/s10530-019-02165-9.

Lubini, A., 1986, ‘Végétation adventice et postculturale de Kisangani et de la Tshopo (Haut-Zaïre)’, Bulletin du Jardin Botanique National de Belgique, 56, 315–348, http://doi.org/10.2307/3668196.

Maroyi, A., 2012, ‘The casual, naturalised and invasive alien flora of Zimbabwe based on herbarium and literature records’, Koedoe 54, a1054, http://doi.org/10.4102/koedoe.v54i1.1054.

Maroyi, A., 2022, ‘Alien flora of Zimbabwe: data derived from herbarium specimens’, Data in Brief 42, 108186, http://doi.org/10.1016/j.dib.2022.108186.

McGeoch, M.A., Butchart, S.H.M., Spear, D., Marais, E., Kleynhans, AE.J., Symes, A., Chanson, J. & Hoffmann, M., 2010, ‘Global indicators of biological invasion: species numbers, biodiversity impact and policy responses’, Diversity and Distributions 16, 95–108, http://doi.org/10.1111/j.1472-4642.2009.00633.x.

McGeoch, M.A., Spear, D., Kleynhans, E.J. & Marais, E., 2012, ‘Uncertainty in invasive alien species listing’, Ecological Applications 22, 959–971, http://doi.org/10.1890/11-1252.1.

McLean, P., Wilson, J.R., Gaertner, M., Kritzinger-Klopper, S. & Richardson, D.M., 2018, ‘The distribution and status of alien plants in a small South African town’, South African Journal of Botany 117, 71–78, http://doi.org/10.1016/j.sajb.2018.02.392.

Meunier, G. & Lavoie, C., 2012, ‘Roads as corridors for invasive plant species: new evidence from smooth bedstraw (Galium mollugo)’, Invasive Plant Science and Management 5, 92–100, http://doi.org/10.1614/IPSM-D-11-00049.1.

Milton, S.J. & Dean, W.R.J., 2025, ‘Village aliens: self-seeding of indigenous and non-indigenous woody garden plants in a small desert village’, Journal of Arid Environments, 227, 105295, http://doi.org/10.1016/j.jaridenv.2024.105295.

Mortensen, D.A., Rauschert, E.S., Nord, A.N. & Jones, B.P., 2009, ‘Forest roads facilitate the spread of invasive plants’, Invasive Plant Science and Management 2, 191–199, http://doi.org/10.1614/IPSM-08-125.1.

Mosango, M., 1983a, ‘Une estimation du niveau d’accumulation des diaspores dans les sols des groupements herbacés à Portulaca quadrifida L. et à Talinum triangulare Wild. des environs de Kisangani (Haut-Zaïre)’, Bulletin de la Société Royale de Botanique de Belgique 116, 55–61.

Mosango, M., 1983b, ‘Influence des plantes adventices sur les plantes de culture: quelques résultats’, Journal d’agriculture Traditionnelle et de Botanique Appliquée 30, 35–48, http://doi.org/10.3406/jatba.1983.3886.

Mullenders, W., 1954, La végétation de Kaniama (entre – Lubishi – Lubilash, Congo Publications de l’Institut National pour l’étude Agronomique du Congo Belge, Série Scientifique 61, 1–499.

Nowak, M.M., Dziób, K. & Bogawski, P., 2018, ‘Unmanned Aerial Vehicles (UAVs) in environmental biology: a review’, European Journal of Ecology 4, 56–74, http://doi.org/10.2478/eje-2018-0012.

Pagad, S., Bisset, S., Genovesi, P., Groom, Q., Hirsch, T., Jetz, W., Ranipeta, A., Schigel, D., Sica, Y.V. & McGeoch, M.A., 2022, ‘Country compendium of the global register of introduced and invasive species’, Scientific Data 9, 391, http://doi.org/10.1038/s41597-022-01514-z.

Peerbhay, K.Y., Mutanga, O. & Ismail, R., 2016, ‘The identification and remote detection of alien invasive plants in commercial forests: an overview’, South African Journal of Geomatics, 5, 49–67

Pickering, C. & Mount, A., 2010, ‘Do tourists disperse weed seed? A global review of unintentional human-mediated terrestrial seed dispersal on clothing, vehicles and horses’, Journal of Sustainable Tourism 18, 239–256, http://doi.org/10.1080/09669580903406613.

Pocock, M.J., Adriaens, T., Bertolino, S., Eschen, R., Essl, F., Hulme, P.E., Jeschke, J.M., Roy, H.E., Teixeira, H. & De Groot, M., 2024, ‘Citizen science is a vital partnership for invasive alien species management and research’, iScience 27(1), 108623, http://doi.org/10.1016/j.isci.2023.108623.

Pyšek, P., Richardson, D.M., Pergl, J., Jarošík, V., Sixtová, Z. & Weber, E., 2008, ‘Geographical and taxonomical biases in invasion ecology’, Trends in Ecology and Evolution 23, 237–244, http://doi.org/10.1016/j.tree.2008.02.002.

Rakgoale, P.B. & Ngetar, S.N., 2024, ‘Detecting invasive alien plant species using remote sensing, machine learning and deep learning’, Journal of Sensors 2024, 8854675, http://doi.org/10.1155/2024/8854675.

Rejmánek, M., 1996, ‘Species richness and resistance to invasions’, in G.H. Orians, R. Dirzo & J.H. Cushman (eds), Biodiversity and ecosystem processes in tropical forests, pp. 153–172, Springer, Berlin/Heidelberg.

Rejmánek, M., Le Roux, J.J., Huntley, B.J. & Richardson, D.M., 2017, ‘A rapid survey of the invasive plant species in western Angola’, African Journal of Ecology 55, 56–69, http://doi.org/10.1111/aje.12315.

Richardson, D.M., Pyšek, P., Rejmánek, M., Barbour, M.G., Panetta, F.D. & West, C.J., 2000, ‘Naturalization and invasion of alien plants: concepts and definitions’, Diversity and Distributions 6, 2, 93–107, http://doi.org/10.1046/j.1472-4642.2000.00083.x.

Schmeller, D.S., Henry, P.Y., Julliard, R., Gruber, B., Clobert, J., Dziock, F., Lengyel, S., Nowicki, P., Deri, E., Budrys, E. & Kull, T., 2009, ‘Advantages of volunteer-based biodiversity monitoring in Europe’, Conservation Biology 23, 307–316.

Schmitz, A., 1971, ‘La végétation de la plaine de Lubumbashi (Haut-Katanga). Publications de l’Institut National pour l’étude Agronomique du Congo Belge, Série Scientifique 113, 1–406.

Shackleton, R.T., Witt, A.B.R., Aool, W. & Pratt, C.F., 2017a, ‘Distribution of the invasive alien weed, Lantana camara, and its ecological and livelihood impacts in eastern Africa’, African Journal of Range & Forage Science 34, 1–11, http://doi.org/10.2989/10220119.2017.1301551.

Shackleton, R.T., Witt, A.B.R., Nunda, W. & Richardson, D.M., 2017b, ‘Chromolaena odorata (Siam weed) in eastern Africa: distribution and socio-ecological impacts’, Biological Invasions 19, 1285–1298, http://doi.org/10.1007/s10530-016-1338-4.

Shackleton, R.T., Witt, A.B.R., Piroris, F.M. & Van Wilgen, B.W., 2017c, ‘Distribution and socio-ecological impacts of the invasive alien cactus Opuntia stricta in eastern Africa’, Biological Invasions 19, 2427–2441, http://doi.org/10.1007/s10530-017-1453-x.

Sheil, D., 2008, ‘Naturalised and invasive plant species in the evergreen forests of the East Usambara Mountains, Tanzania’, African Journal of Ecology 32, 66–71, http://doi.org/10.1111/j.1365-2028.1994.tb00556.x.

Sladonja, B., Damijanić, D., Krapac, M., Uzelac, M., Linić, I. & Poljuha, D., 2022, ‘Development of drone-based methodology for inventory and monitoring invasive plants along river banks in Croatia’, Management of Biological Invasions 13, 679–689, http://doi.org/10.3391/mbi.2022.13.4.06.

Snall, T., Kindvall, O., Nilsson, J. & Part, T., 2011, ‘Evaluating citizen-based presence data for bird monitoring’, Biological Conservation 144, 804–810, https://doi.org/10.1016/j.biocon.2010.11.010.

Terry, P.J., 1984, A guide to weed control in East African crops. Kenya Literature Bureau, Nairobi, Kenya.

Terry, P.J. & Michieka, R.W., 1987, Common Weeds of East Africa. FAO, Rome.

Tiebre, M.-S., Akaffou S.E.V. & Pagny F.P.J., 2024, ‘Invasive alien plants of Cote d’Ivoire: an update and proposed classification based on environmental impacts’, International Journal of Advanced Research 12, 780–793, http://doi.org/10.21474/IJAR01/18617.

Troudet, J., Grandcolas, P., Blin, A., Vignes-Lebbe, R. & Legendre, F., 2017, ‘Taxonomic bias in biodiversity data and societal preferences’, Scientific Reports 7, 9132, https://doi.org/10.1038/s41598-017-09084-6.

Underwood, E., Ustin, S. & DiPietro, D., 2003, ‘Mapping nonnative plants using hyperspectral imagery’, Remote sensing of Environment 86, 150–161.

Wells, F.H., Lauenroth, W.K. & Bradford, J.B., 2012, ‘Recreational trails as corridors for alien plants in the Rocky Mountains, USA’, Western North American Naturalist 72, 507–533, http://doi.org/10.3398/064.072.0408.

Wild, H., 1955, Common Rhodesian weeds, Government of Rhodesia, Salisbury.

Witt, A.B.R., 2017, Guide to the naturalised and invasive plants of Laikipia County, Kenya. CABI, Wallingford, https://www.cabidigitallibrary.org/doi/book/10.1079/9781786392152.0000.

Witt, A., Beale, T., Chimphepo, L. & Nunda, W., 2020a, ‘Distribution of Mimosa diplotricha in eastern and southern Africa and its socioecological impacts in northern Malawi’, Bothalia-African Biodiversity & Conservation 50, 1–13, http://doi.org/10.38201/btha.abc.v50.i1.9.

Witt, A.B.R., Beale, T., & Van Wilgen, B.W., 2018, An assessment of the distribution and potential ecological impacts of invasive alien plant species in eastern Africa’, Transactions of the Royal Society of South Africa 73, 217–236, http://doi.org/10.1080/0035919X.2018.1529003.

Witt, A.B.R., Floyd, K.S., Nunda, W., Beale, T., Shanungu, G. & Kriticos, D.J., 2020b, ‘Mimosa pigra in eastern and southern Africa: distribution and socio-ecological impacts’, Austral Ecology 45, 788–799, http://doi.org/10.1111/aec.12895.

Witt, A.B.R., Kamwendo, J., Mwafonga, E. & Ziyaba, K., 2024, Guide to the naturalised and invasive plants of Malawi, CABI, Wallingford, https://www.cabidigitallibrary.org/doi/book/10.1079/9781800622258.0000.

Witt, A.B.R., Kiambi, S., Beale, T. & Van Wilgen, B.W., 2017, ‘A preliminary assessment of the extent and potential impacts of alien plant invasions in the Serengeti–Mara ecosystem, East Africa’, Koedoe 59, a1426, https://doi.org/10.4102/koedoe.v59i1.1426.

Witt, A. & Luke, Q., 2017, Guide to the naturalised and invasive plants of eastern Africa, CABI, Wallingford, https://www.cabidigitallibrary.org/doi/book/10.1079/9781786392145.0000.

Witt, A.B.R., Nunda, W. & Beale, T. & Kriticos, D.J., 2020c, ‘A preliminary assessment of the presence and distribution of invasive and potentially invasive alien plant species in Laikipia County, Kenya, a biodiversity hotspot’, Koedoe 62(1), a1605, https://doi.org/10.4102/koedoe.v62i1.1605.

Witt, A.B.R., Shackleton, R.T., Beale, T., Nunda, W., & Van Wilgen, B.W., 2019, ‘Distribution of invasive alien Tithonia species in eastern and southern Africa and the socio-ecological impacts of T. diversifolia in Zambia’, Bothalia-African Biodiversity & Conservation 49, a2356, https://doi.org/10.4102/abc.v49i1.2356.