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Cardoso AW, Hestir EL, Slingsby JA, Forbes CJ, Moncrieff GR, Turner W, Skowno AL, Nesslage J, Brodrick PG, Gaddis KD, Wilson AM. The biodiversity survey of the Cape (BioSCape), integrating remote sensing with biodiversity science. NPJ BIODIVERSITY 2025; 4:2. [PMID: 39900662 PMCID: PMC11790483 DOI: 10.1038/s44185-024-00071-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 11/22/2024] [Indexed: 02/05/2025]
Abstract
There are repeated calls for remote sensing observations to produce accessible data products that improve our understanding and conservation of biodiversity. The Biodiversity Survey of the Cape (BioSCape) addresses this need by integrating field, airborne, satellite, and modeling datasets to advance the limits of global remote sensing of biodiversity. Over six weeks, an international team of ~150 scientists collected data across terrestrial, marine, and freshwater ecosystems in South Africa. In situ biodiversity observations of plant and animal communities, estuaries, kelp, and plankton were made using traditional field methods as well as novel approaches like environmental DNA and acoustic surveys. Biodiversity observations were accompanied by an unprecedented combination of airborne imaging spectroscopy and lidar measurements acquired across 45,000 km2. Here, we review how the approaches applied in BioSCape will help us measure and monitor biodiversity at scale and the role of remote sensing in accomplishing this.
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Affiliation(s)
- Anabelle W Cardoso
- Department of Geography, University at Buffalo, Buffalo, NY, USA
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | - Erin L Hestir
- Department of Civil and Environmental Engineering, University of California Merced, Merced, CA, USA.
| | - Jasper A Slingsby
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
- Centre for Statistics in Ecology, Environment, and Conservation, University of Cape Town, Cape Town, South Africa
- Fynbos Node, South African Environmental Observation Network, Centre for Biodiversity Conservation, Cape Town, South Africa
| | - Cherie J Forbes
- Department of Geography, University at Buffalo, Buffalo, NY, USA
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
| | | | - Woody Turner
- Earth Science Division, NASA Headquarters, Washington, DC, USA
| | - Andrew L Skowno
- Department of Biological Sciences, University of Cape Town, Cape Town, South Africa
- South African National Biodiversity Institute, Cape Town, South Africa
| | - Jacob Nesslage
- Department of Civil and Environmental Engineering, University of California Merced, Merced, CA, USA
| | - Philip G Brodrick
- Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA
| | - Keith D Gaddis
- Earth Science Division, NASA Headquarters, Washington, DC, USA
| | - Adam M Wilson
- Department of Geography, University at Buffalo, Buffalo, NY, USA
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Mokotjomela TM, Nelufule T, Scott Z, Vukeya LR, Xivuri T, Matsokane K, Mweli N, Magqabi FL, Jaca T. The invasion threat of the emerging alien cactus Cylindropuntia pallida (Rosa), F.M. Knuth in South Africa and the potential for control using herbicides. ENVIRONMENTAL MONITORING AND ASSESSMENT 2024; 196:673. [PMID: 38940993 PMCID: PMC11213732 DOI: 10.1007/s10661-024-12821-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 06/11/2024] [Indexed: 06/29/2024]
Abstract
The emerging alien cactus Cylindropuntia pallida (Rose) F.M. Knuth originates from northern Mexico and introduced into South Africa in 1940s as an ornamental plant. Multiple populations of C. pallida have been detected in various areas of South Africa. C. pallida has effective propagule dispersal and rapid recruitment making it a likely key future invader, and thus, is a target for eradication in South Africa. To eradicate C. pallida populations, a foliar spray (i.e. using a 2% concentration of herbicide with fluroxypyr and triclopyr) has been applied to plants in nine populations, with population sizes ranging between 535 and 2701 plants and populations covering areas of 100 -1000 ha. The aims of the study were to investigate the efficacy of the foliar spray method used to eradicate C. pallida; to investigate the impacts of C. pallida invasions on native vegetation integrity; to apply species distribution models (SDMs) to identify suitable climates for C. pallida in South Africa; and to document the biomes vulnerable to the negative impact of C. pallida in South Africa. Results show that foliar spray killed many C. pallida plants (mean percentage of dead plants ± SE, 83.3 ± 6.4; n = 9; range, 70-96%), with adult plants taking about 2 months to die completely. The efficacy of the herbicide was not affected by plant size or the concentration of the herbicide used. The invaded site had significantly greater vegetation cover which persisted across winter compared to the uninvaded site, but the latter site's vegetation cover significantly dropped in winter. Also, the invaded site had lower plant species diversity than the uninvaded site and was dominated by species in the Poaceae and Asteraceae plant families. Additionally, a normalised difference vegetation index (NDVI) analysis shows that the uninvaded site has higher vegetation cover and health than the invaded site wherein a notable decline in vegetation health was observed between 2019 and 2022. A large area (> 15 million hectares) was predicted to be suitable for invasion by C. pallida in provinces with arid and warm temperate climates - the fynbos and grassland biomes are the most vulnerable. Because of the observed negative impacts, high environmental compatibility, and high cost of clearing large infestations, we advocate for considering the biocontrol method for effectively managing C. pallida invasion in South Africa.
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Affiliation(s)
- Thabiso Michael Mokotjomela
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa.
| | - Takalani Nelufule
- South Africa National Biodiversity Institute , Free State National Botanical Garden, Rayton, Dan Pienaar, Bloemfontein, 9310, South Africa
- Afromontane Research Unit, University of Free State, Phuthaditjhaba, 9866, Qwaqwa Campus, South Africa
| | - Zimbini Scott
- South Africa National Biodiversity Institute , Free State National Botanical Garden, Rayton, Dan Pienaar, Bloemfontein, 9310, South Africa
| | - Loyd Rodney Vukeya
- Free State National Botanical Garden, Rayton, Dan Pienaar, P.O Box 29036, Bloemfontein, 9310, Free State, South Africa
| | - Travor Xivuri
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa
| | - King Matsokane
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa
| | - Nobuhle Mweli
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa
| | - Felicia Lerato Magqabi
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa
| | - Thulisile Jaca
- Centre for Invasion Biology, School of Life Sciences, University of KwaZulu-Natal, Pietermaritzburg, 3200, South Africa
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Lorenzo P, Morais MC. Strategies for the Management of Aggressive Invasive Plant Species. PLANTS (BASEL, SWITZERLAND) 2023; 12:2482. [PMID: 37447043 DOI: 10.3390/plants12132482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 06/26/2023] [Indexed: 07/15/2023]
Abstract
Current control methods for invasive alien plants (IAPs) have acceptable short-term outcomes but have proven to be unfeasible or unaffordable in the long-term or for large invaded areas. For these reasons, there is an urgent need to develop sustainable approaches to control or restrict the spread of aggressive IAPs. The use of waste derived from IAP control actions could contribute to motivating the long-term management and preservation of local biodiversity while promoting some economic returns for stakeholders. However, this strategy may raise some concerns that should be carefully addressed before its implementation. In this article, we summarize the most common methods to control IAPs, explaining their viability and limitations. We also compile the potential applications of IAP residues and discuss the risks and opportunities associated with this strategy.
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Affiliation(s)
- Paula Lorenzo
- University of Coimbra, Department of Life Sciences, Centre for Functional Ecology (CFE)-Science for People & the Planet, TERRA Associate Laboratory, 3000-456 Coimbra, Portugal
| | - Maria Cristina Morais
- Centre for the Research and Technology of Agro-Environmental and Biological Sciences (CITAB), Inov4Agro, Institute for Innovation, Capacity Building and Sustainability of Agri-Food Production, University of Trás-of-Montes and Alto Douro, Quinta de Prados, 5000-801 Vila Real, Portugal
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de Beer IW, Hui C, Botella C, Richardson DM. Drivers of compositional turnover of narrow-ranged versus widespread naturalised woody plants in South Africa. Front Ecol Evol 2023. [DOI: 10.3389/fevo.2023.1106197] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
IntroductionAlien trees and shrubs have become increasingly common invaders globally and have caused major negative impacts to ecosystems and society. Non-native woody plant species make up the majority of legislated invasive alien taxa in South Africa and contribute substantially to recorded negative impacts. It is of management interest to elucidate the macroecological processes that mediate the assembly of alien taxa, as this is expected to be associated with anthropogenic factors (e.g., human activity, introduction events, pathways of propagule dispersal mediated by humans) and bioclimatic factors (such as diurnal temperature range and precipitation gradients). These analyses require large species-occurrence datasets with comprehensive sampling across broad environmental conditions. Efforts of citizen scientists produce large numbers of occurrence records in a consistent manner which may be utilised for scientific investigations.MethodsResearch Grade occurrence data on naturalised plants of South Africa were extracted from the citizen scientist platform iNaturalist. Sampling bias was mitigated using statistical modelling of background points estimated from a Target Group of species which identifies well sampled communities. The drivers of assembly for alien plants at different range sizes were identified using multi-site generalised dissimilarity modelling (MS-GDM) of zeta diversity. The predicted compositional similarity between all cells was computed based on the subset of identified well sampled communities and using generalised dissimilarity modelling (GDM). From this, alien bioregions were identified using a k-means cluster analysis.Results and DiscussionBioclimatic factors significantly influenced community turnover in inland areas with large diurnal temperature ranges, and in areas with high precipitation. Communities separated by large geographical distances had significantly different compositions, indicating little contribution of long-range propagule movement by humans, and the presence of localised introduction hubs within the country which harbour unique species compositions. Analyses also showed a significant contribution of road density to turnover, which may be moderated by the habitat service provided by road verges. The same is true for natural dispersal via rivers in arid areas. The distribution of naturalised tree and shrub species is geographically clustered and forms six alien bioregions that are distinct from the South African biomes defined by native species distributionanalysis.
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Hitching a ride: the early history of Black rat immigration into southern Africa. Biol Invasions 2022. [DOI: 10.1007/s10530-022-02962-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
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Theron KJ, Pryke JS, Latte N, Samways MJ. Mapping an alien invasive shrub within conservation corridors using super-resolution satellite imagery. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2022; 321:116023. [PMID: 36007382 DOI: 10.1016/j.jenvman.2022.116023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 05/20/2022] [Accepted: 08/13/2022] [Indexed: 06/15/2023]
Abstract
Alien invasive plant species are one of the main drivers of global biodiversity loss. Methods for monitoring the spread of alien invasive plants are needed to improve management and mitigate impact on local biodiversity. Recent advances in deep learning and image fusion holds great potential for mapping and managing alien invasive plants. One such method is super-resolution image reconstruction, where a neural network learns to downscale images from coarse to fine resolution. Within the commercial timber production landscape of KwaZulu-Natal, endangered grassland corridors are threatened by American bramble invasion, impacting plants, birds, arthropods, and soil restoration. Here we aim to improve our understanding of bramble invasion dynamics through using super-resolved satellite mosaics. Bramble was classified with very high accuracies (85%) from the super-resolved satellite mosaic, compared to other conventional satellite imagery with different spectral and spatial resolutions. Using landscape analyses, we identified plantation tree harvesting and prescribed burning to be major drivers increasing bramble cover within the landscape. Bramble cover was highest one year following plantation tree harvesting. Continuous prescribed burning positively influenced bramble. Bramble cover was also high close to streams, and under future invasion projections, bramble will severely impact Ensifera species alongside low priority grasshopper species habitat. Results also indicate that bramble has a significant negative impact on intermediate priority grasshoppers and plant species richness. For controlling bramble invasion within commercial timber production landscapes, we recommend the adoption rotational harvesting, as harvesting entire plantation blocks throughout the landscape will dramatically increase invasion potential of bramble. Current bramble removal programmes should prioritize riparian areas. Special attention is needed to control bramble one year after timber harvesting, as this is when bramble cover is highest. We show the benefits of using super-resolved mosaics to gain new insights into alien invasive species dynamics, while further development of this technique will aid in managing invasive alien plant species at local scales.
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Affiliation(s)
- K Jurie Theron
- Department of Conservation Ecology and Entomology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa.
| | - James S Pryke
- Department of Conservation Ecology and Entomology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa
| | - Nicolas Latte
- Forest is Life, ULiège - Gembloux Agro-Bio Tech, 5030, Gembloux, Belgium
| | - Michael J Samways
- Department of Conservation Ecology and Entomology, Stellenbosch University, Private Bag X1, Matieland, 7602, South Africa
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