Diversity and distribution patterns of invasive alien plant species in mainland Portugal
Authors/Creators
- 1. University of Lisbon, Lisboa, Portugal
- 2. Polytechnic University of Coimbra, Coimbra, Portugal|Associate Laboratory Terra, Lisboa, Portugal
- 3. University of Coimbra, Coimbra, Portugal|Associate Laboratory Terra, Lisboa, Portugal
- 4. Associate Laboratory Terra, Lisboa, Portugal|University of Lisbon, Lisboa, Portugal
Description
Understanding the distribution and diversity of invasive alien species is increasingly crucial to meet legal requirements and guide effective management. Portugal currently hosts a large number of invasive alien plant species, with significant environmental and socio-economic impacts. However, the distribution of most of these species across the territory and the factors driving their spread and diversity remain largely unexplored. To address this, we present the first atlas of invasive alien plants in mainland Portugal. A total of 96 terrestrial and aquatic invasive alien plants are presented, encompassing all species listed under Portuguese national legislation and the European Union's list of invasive species of concern. Occurrence data were collected from a broad array of sources, including national and international biodiversity observation databases, citizen science data, literature, and data collections owned by managers and researchers—totaling approximately 85,000 records, with a mean of 879 records per species (range: 1–9,190). Each species was characterized based on multiple distributional parameters, and a k-means analysis was used to group species with similar distribution patterns. The richness of invasive plants was mapped at the municipality level. The drivers of their spatial variation were investigated using a comprehensive set of 30 variables representing multiple environmental and human factors. Results show that invasive plants are present in all mainland Portuguese municipalities but with high variability. Four main patterns of distribution were identified: species primarily located along the coast (e.g., Acacia saligna) and a gradient of species with narrow (e.g., Reynoutria japonica), moderate (e.g., Ipomoea indica), and wide distribution ranges (e.g., Cortaderia selloana). Invasive species richness was significantly higher in coastal and larger municipalities, particularly those closer to major urban centers and with a higher density of power lines. Our results provide the first comprehensive assessment of the distribution of invasive alien plants in mainland Portugal, establishing a much-needed baseline for future invasion prevention and management efforts.
Files
NB_article_163291.pdf
Files
(5.1 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:c2b6ec41fa3d4079378108033d7b0576
|
5.1 MB | Preview Download |
System files
(216.2 kB)
| Name | Size | Download all |
|---|---|---|
|
md5:22f54ec2fbe6b303e5901bbc997b5f43
|
216.2 kB | Download |
Linked records
Additional details
References
- Aguiar F, Ferreira MT (2013) Plant invasions in the rivers of the Iberian Peninsula, south-western Europe: A review. Plant Biosystems 147(4): 1107–1119. https://doi.org/10.1080/11263504.2013.861539
- Aguilera AG, Alpert P, Dukes JS, Harrington R (2010) Impacts of the invasive plant Fallopia japonica (Houtt.) on plant communities and ecosystem processes. Biological Invasions 12: 1243–1252. https://doi.org/10.1007/s10530-009-9543-z
- Alin A (2010) Multicollinearity. Wiley Interdisciplinary Reviews: Computational Statistics 2(3): 370–374. https://doi.org/10.1002/wics.84
- Almeida J, Freitas H (2000) A flora exótica e invasora de Portugal. Portugaliae Acta Biol 19: 159–176.
- Almeida J, Freitas H (2012) Exotic flora of continental Portugal-a new assessment. Bocconea 24: 231–237. https://www.researchgate.net/publication/235457718
- Alves A, Marcelino F, Gomes E, Rocha J, Caetano M (2022) Spatiotemporal Land-Use Dynamics in Continental Portugal 1995–2018. Sustainability 14(23). https://doi.org/10.3390/su142315540
- Beaury E, Sofaer H, Early R, Pearse I, Blumenthal D, Corbin J, Diez J, Dukes J, Barnett D, Ibáñez I, Petri L, Vilà M, Bradley B (2023) Macroscale analyses suggest invasive plant impacts depend more on the composition of invading plants than on environmental context. Global Ecology and Biogeography 32(11): 1964–1976. https://doi.org/10.1111/geb.13749
- Beck H, McVicar T, Vergopolan N, Berg A, Lutsko N, Dufour A, Zeng Z, Jiang X, van Dijk A, Miralles D (2023) High-resolution (1 km) Köppen-Geiger maps for 1901–2099 based on constrained CMIP6 projections. Scientific Data 10(1): 724. https://doi.org/10.1038/s41597-023-02549-6
- Bernez I, Ferreira M, Albuquerque A, Aguiar F (2005) Relations between river plant richness in the Portuguese floodplains and the widespread water knotgrass (Paspalum Paspalodes). Hydrobiologia 551(1): 121–130. https://doi.org/10.1007/s10750-005-4454-1
- Bholowalia P, Kumar A (2014) EBK-Means: A clustering technique based on elbow method and K-means in WSN. International Journal of Computer Applications 105(9).
- Capinha C, Essl F, Porto M, Seebens H (2023) The worldwide networks of spread of recorded alien species. Proceedings of the National Academy of Sciences of the United States of America 120(1): e2201911120. https://doi.org/10.1073/pnas.2201911120
- Castro S, Castro M, Ferrero V, Costa J, Tavares D, Navarro L, Loureiro J (2016) Invasion fosters change: independent evolutionary shifts in reproductive traits after oxalis pes-caprae L. Introduction. Frontiers in Plant Science 7: 874. https://doi.org/10.3389/fpls.2016.00874
- Chefaoui RM, Chozas S (2019) Abandonment of traditional saltworks facilitates degradation of halophytic plant communities and Carpobrotus edulis invasion. Applied Vegetation Science 22(3): 444–453. https://doi.org/10.1111/avsc.12436
- Costa J, Neto C, Arsénio P, Capelo J (2009) Geographic variation among Iberian communities of the exotic halophyte Cotula coronopifolia. Botanica Helvetica 119(1): 53–61. https://doi.org/10.1007/s00035-009-0056-2
- Dalu T, Stam E, Ligege M, Cuthbert R (2023) Highways to invasion: Powerline servitudes as corridors for alien plant invasions. African Journal of Ecology 61(2): 379–388. https://doi.org/10.1111/aje.13121
- Dawson W, Moser D, Van Kleunen M, Kreft H, Pergl J, Pyšek P, Weigelt P, Winter M, Lenzner B, Blackburn T, Dyer E, Cassey P, Scrivens S, Economo E, Guénard B, Capinha C, Seebens H, García-Díaz P, Nentwig W et al. (2017) Global hotspots and correlates of alien species richness across taxonomic groups. Nature Ecology & Evolution 1. https://doi.org/10.1038/s41559-017-0186
- DGEEC (2024) RENATES - Registo Nacional de Teses e Dissertações. https://renates2.dgeec.mec.pt/
- DGEEC/ME-MCTES PORDATA (2021) Alunos matriculados no ensino superior: total, por subsistema e por tipo de ensino. https://www.pordata.pt/pt/estatisticas/educacao/ensino-superior/alunos-inscritos-no-ensino-superior-por-subsistema-de-ensino
- DGEEC/ME-MCTES PORDATA (2024) Estabelecimentos de ensino superior: total e por tipo de ensino. https://www.pordata.pt/municipios/estabelecimentos+de+ensino+superior+total+e+por+tipo+de+ensino-336
- Dimitrakopoulos P, Koukoulas S, Michelaki C, Galanidis A (2022) Anthropogenic and environmental determinants of alien plant species spatial distribution on an island scale. The Science of the Total Environment 805: 150314. https://doi.org/10.1016/j.scitotenv.2021.150314
- Direção-Geral do Território (2024) Carta Administrativa Oficial de Portugal. https://www.dgterritorio.gov.pt/cartografia/cartografia-tematica/caop
- Direção-Geral do Território (2020) Carta de Uso e Ocupação do Solo para 2018. https://www.dgterritorio.gov.pt/Carta-de-Uso-e-Ocupacao-do-Solo-para-2018?language=en
- Dormann C, McPherson J, Araújo M, Bivand R, Bolliger J, Carl G, Davies R, Hirzel A, Jetz W, Daniel Kissling W, Kühn I, Ohlemüller R, Peres-Neto P, Reineking B, Schröder B, Schurr F, Wilson R (2007) Methods to account for spatial autocorrelation in the analysis of species distributional data: A review. Ecography 30(5): 609–628. https://doi.org/10.1111/j.2007.0906-7590.05171.x
- Duarte L, Gomes C, Marchante H, Marchante E (2020) Integrating knowledge of ecological succession into invasive alien plant management: A case study from Portugal. Applied Vegetation Science 23(3): 328–339. https://doi.org/10.1111/avsc.12488
- Duarte L, Marchante E, Marchante H (2023) Managing an invasive tree in coastal dunes: The importance of follow-up treatments to improve the recovery of protected habitats. Frontiers in Environmental Science 11: 1113876. https://doi.org/10.3389/fenvs.2023.1113876
- Dutra Silva L, Bento Elias R, Silva L (2021) Modelling invasive alien plant distribution: A literature review of concepts and bibliometric analysis. Environmental Modelling & Software 145: 105203. https://doi.org/10.1016/j.envsoft.2021.105203
- Earth Resources Observation and Science (EROS) Center (2018) USGS EROS Archive - Digital Elevation - Shuttle Radar Topography Mission (SRTM) 1 Arc-Second Global. https://www.usgs.gov/centers/eros/science/usgs-eros-archive-digital-elevation-shuttle-radar-topography-mission-srtm-1
- Ferreira V, Figueiredo A, Graça M, Marchante E, Pereira A (2021) Invasion of temperate deciduous broadleaf forests by N-fixing tree species – consequences for stream ecosystems. Biological Reviews of the Cambridge Philosophical Society 96(3): 877–902. https://doi.org/10.1111/brv.12682
- Fleishman E, Noss R, Noon B (2006) Utility and limitations of species richness metrics for conservation planning. Ecological Indicators 6(3): 543–553. https://doi.org/10.1016/j.ecolind.2005.07.005
- Flora de Portugal Interactiva (2024) Flora de Portugal Interactiva. https://flora-on.pt/
- GBIF Secretariat (2023) GBIF Backbone Taxonomy. Checklist dataset. https://doi.org/10.15468/39omei
- González F, Serrano B, Urchaga A, García de Enterría S, Marchante H, Almeida M, Alves HN, Herrero Á, García A (2020) Estratégia transnacional de luta contra a Cortaderia selloana no Arco Atlântico no quadro do projeto LIFE STOP Cortaderia (LIFE17 NAT/ES/000495). Projeto LIFE STOP Cortaderia, Santander.
- Große-Stoltenberg A, Lizarazo I, Brundu G, Paiva Gonçalves V, Prado Osco L, Masemola C, Müllerová J, Werner C, Kotze I, Oldeland J (2023) Remote Sensing of Invasive Australian Acacia Species: State of the Art and Future Perspectives. In: Richardson DM, Le Roux JJ, Marchante E (Eds) Wattles: Australian Acacia Species Around the World. CABI, Boston, 474–495. https://doi.org/10.1079/9781800622197.0029
- Gutierres F, Reis E, Lobo A (2011) Acacia saligna (Labill.) H. Wendl in the Sesimbra County: Invaded habitats and potential distribution modeling. Journal of Coastal Research 64: 403–407. https://www.researchgate.net/publication/235921262
- Hansen W, Wollny J, Otte A, Eckstein R, Ludewig K (2020) Invasive legume affects species and functional composition of mountain meadow plant communities. Biological Invasions 23(1): 281–296. https://doi.org/10.1007/s10530-020-02371-w
- iNaturalist (2024) iNaturalist. https://www.inaturalist.org
- INE PORDATA (2024) População residente com 15 e mais anos segundo os Censos: total e por nível de escolaridade completo mais elevado. https://www.pordata.pt/municipios/populacao+residente+com+15+e+mais+anos+segundo+os+censos+total+e+por+nivel+de+escolaridade+completo+mais+elevado-69
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2022) Reservas da Biosfera - Programa Man and the Biosphere da UNESCO. https://sig.icnf.pt/portal/home/item.html?id=6d5b9ca6f0e746a28c1a06170a0a76cc
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2023a) Rede Nacional de Áreas Protegidas (RNAP). https://sig.icnf.pt/portal/home/item.html?id=02b7a03f8fbd4dada77f5f3e5f91f186
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2023b) Sítios RAMSAR - Convenção sobre Zonas Húmidas. https://sig.icnf.pt/portal/home/item.html?id=8eb4f474eab3491b9a0b40a11b83d170
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2023c) Zonas de Proteção Especial da Diretiva Aves (ZPE) - RN2000. https://sig.icnf.pt/portal/home/item.html?id=a158877a57eb4f5fbad767d36e261fab
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2023d) Zonas Especiais de Conservação / Sítios da Diretiva Habitats (ZEC/SIC) - RN2000. https://sig.icnf.pt/portal/home/item.html?id=a158877a57eb4f5fbad767d36e261fab
- Instituto da Conservação da Natureza e das Floresta [ICNF] (2024) Territórios ardidos (Área ardida entre 1975 e 2023). https://sig.icnf.pt/portal/home/item.html?id=6d5b9ca6f0e746a28c1a06170a0a76cc
- Instituto Nacional de Estatística (2022) Censos 2021. XVI Recenseamento Geral da População. VI Recenseamento Geral da Habitação: Resultados definitivos. https://www.ine.pt/xurl/pub/65586079
- 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. IPBES secretariat. https://doi.org/10.5281/zenodo.7430692
- Isaac N, van Strien A, August T, de Zeeuw M, Roy DB (2014) Statistics for citizen science: Extracting signals of change from noisy ecological data. Methods in Ecology and Evolution 5(10): 1052–1060. https://doi.org/10.1111/2041-210X.12254
- Ives A (2015) For testing the significance of regression coefficients, go ahead and log-transform count data. Methods in Ecology and Evolution 6(7): 828–835. https://doi.org/10.1111/2041-210X.12386
- Ivison K, Howard C, Baldini L, Essl F, Pyšek P, Dawson W, Speed J (2025) Horizon scanning of potential invasive alien plant species and their distribution in Norway under a changing climate. Ecography c07604. https://doi.org/10.1002/ecog.07604
- Kalusová V, Čeplová N, Danihelka J, Večeřa M, Pyšek P, Albert A, Anastasiu P, Biurrun I, Boch S, Cottaz C, Essl F, Kuzemko A, Maslo S, Mifsud S, Protopopova V, Shevera M, Sîrbu C, Svenning J, Welk E, Axmanová I (2024) Alien plants of Europe: An overview of national and regional inventories. Preslia 96(2): 149–182. https://doi.org/10.23855/preslia.2024.149
- Karger D, Conrad O, Böhner J, Kawohl T, Kreft H, Soria-Auza RW, Zimmermann NE, Linder HP, Kessler M (2017) Climatologies at high resolution for the earth's land surface areas. Scientific Data 4: 170122. https://doi.org/10.1038/sdata.2017.122
- Karger D, Conrad O, Böhner J, Kawohz T, Kreft H, Soria-Auza RW, Zimmermann NE, Linder HP, Kessler M (2018) Data from: Climatologies at high resolution for the earth's land surface areas. Dryad Digital Repository.
- Kummu M, Taka M, Guillaume J (2015) Data from: Gridded global datasets for Gross Domestic Product and Human Development Index over 1990–2015. [Dryad, Dataset]
- Latombe G, Pyšek P, Jeschke J, Blackburn T, Bacher S, Capinha C, Costello MJ, Fernández M, Gregory R, Hobern D, Hui C, Jetz W, Kumschick S, McGrannachan C, Pergl J, Roy H, Scalera R, Squires ZE, Wilson J et al. (2017) A vision for global monitoring of biological invasions. Biological Conservation 213: 295–308. https://doi.org/10.1016/j.biocon.2016.06.013
- Le Maitre D, Gaertner M, Marchante E, Ens E, Holmes P, Pauchard A, O'Farrell PJ, Rogers AM, Blanchard R, Blignaut J, Richardson D (2011) Impacts of invasive Australian acacias: Implications for management and restoration. Diversity & Distributions 17(5): 1015–1029. https://doi.org/10.1111/j.1472-4642.2011.00816.x
- Lopez B, Allen J, Dukes J, Lenoir J, Vil M, Blumenthal DM, Beaury E, Fusco E, Laginhas B, Lyn Morelli T, Sorte C, Maceda-Veiga A, Whitlock R, Bradley BA (2022) Global environmental changes more frequently offset than intensify detrimental effects of biological invasions. Proceedings of the National Academy of Sciences of the United States of America 119(9): 1–7. https://doi.org/10.1073/pnas
- Maltez-Mouro S, Maestre F, Freitas H (2009) Weak effects of the exotic invasive Carpobrotus edulis on the structure and composition of Portuguese sand-dune communities. Biological Invasions 12(7): 2117–2130. https://doi.org/10.1007/s10530-009-9613-2
- Marchante H, Marchante E, Freitas H (2003) Invasion of the Portuguese dune ecosystems by the exotic species Acacia longifolia (Andrews) Willd.: effects at the community level. Plant Invasions: Ecological Threats and Management Solutions: 75–85. https://www.researchgate.net/publication/232717067
- Marchante H, Morais M, Freitas H, Marchante E (2014) Guia prático para a identificação de plantas invasoras em Portugal. Imprensa da Universidade de Coimbra. https://doi.org/10.14195/978-989-26-0786-3
- Marchante E, Gouveia AC, Brundu G, Marchante H (2023) Australian Acacia Species in Europe. In: Richardson DM, Le Roux JJ, Marchante E (Eds) Wattles: Australian Acacia Species Around the World. CABI, Boston, 148–166. https://doi.org/10.1079/9781800622197.0010
- Martins F, Alegria C, Gil A (2016) Mapping invasive alien Acacia dealbata Link using ASTER multispectral imagery: A case study in central-eastern of Portugal. Forest Systems 25(3). https://doi.org/10.5424/fs/2016253-09248
- Matthews T, Triantis K, Whittaker RJ (2021) The Species–Area Relationship: Theory and Application. Cambridge University Press, 1–502. https://doi.org/10.1017/9781108569422
- Milanović M, Knapp S, Pyšek P, Kühn I (2020) Linking traits of invasive plants with ecosystem services and disservices. Ecosystem Services 42: 1–10. https://doi.org/10.1016/j.ecoser.2020.101072
- Ministério do Ambiente (1999) Diário da República n.o 295/1999, Série I-A de 1999-12-21, páginas 9100–9115. https://diariodarepublica.pt/dr/detalhe/decreto-lei/565-1999-661769
- Ministério do Ambiente e Transição Energética (2019) Diário da República n.o 130/2019, Série I de 2019-07-10, 3428–3442. https://diariodarepublica.pt/dr/detalhe/decreto-lei/92-2019-123025739
- Montagnani C, Gentili R, Karrer G, Caronni S, Acosta A, Adorni M, Alessandrini A, Ardenghi NMG, Buffa G, Bartolucci F, Belisario A, Bonali F, Bonini I, Brancaleoni L, Buccheri M, Castello M, Conti F, Di Carlo F, Domina G, Fenu G, Forte L, Galasso G, Gubellini L, Iberite M, Labadini A, Luccioli E, Maccioni S, Marcucci R, Martini F, Medagli P, Montanari S, Morelli V, Nepi C, Nicolella G, Pellizzari M, EnricoVito Perrino, Piccoli F, Prisco I, Prosser F, Repetto G, Rosati L, Selvaggi A, Tavano M, Vallariello R, Vidali M, Vivona L, Wagensommer RP, Citterio S (2025) The invasion history of Ambrosia psilostachya (Asteraceae) in Italy: First record and distribution over more than one century. Plant Biosystems 159(3): 522–533. https://doi.org/10.1080/11263504.2025.2485990
- Morais M, Marchante E, Marchante H (2017) Big troubles are already here: Risk assessment protocol shows high risk of many alien plants present in Portugal. Journal for Nature Conservation 35: 1–12. https://doi.org/10.1016/j.jnc.2016.11.001
- Mouta N, Silva R, Pinto E, Vaz A, Alonso J, Gonçalves J, Honrado J, Vicente J (2023) Sentinel-2 Time Series and Classifier Fusion to Map an Aquatic Invasive Plant Species along a River—The Case of Water-Hyacinth. Remote Sensing 15(13): 3248. https://doi.org/10.3390/rs15133248
- Musarella C, Laface V, Angiolini C, Bacchetta G, Bajona E, Banfi E, Barone G, Biscotti N, Bonsanto D, Calvia G, Cambria S, Capuano A, Caruso G, Crisafulli A, Del Guacchio E, Di Gristina E, Domina G, Fanfarillo E, Fascetti S, Fiaschi T, Galasso G, Mascia F, Mazzacuva G, Mei G, Minissale P, Motti R, Perrino EV, Picone R, Pinzani L, Podda L, Potenza G, Rosati L, Stinca A, Tavilla G, Villano C, Wagensommer R, Spampinato G (2024) New alien plant taxa for Italy and Europe: An update. Plants 13: 620. https://doi.org/10.3390/plants13050620
- Naimi B (2022) Package usdm. Uncertainty Analysis for Species Distribution Models. http://r-gis.net
- Nakagawa S, Johnson P, Schielzeth H (2017) The coefficient of determination R2 and intra-class correlation coefficient from generalized linear mixed-effects models revisited and expanded. Journal of the Royal Society, Interface 14(134): 1–11. https://doi.org/10.1098/rsif.2017.0213
- Official Journal of the European Union (2014) Regulation (EU) No 1143/2014 of the European Parliament and of the Council of 22 October 2014 on the prevention and management of the introduction and spread of invasive alien species. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX%3A32014R1143&qid=1719589404376
- Official Journal of the European Union (2022) Commission implementing regulation (EU) 2022/1203 of 12 July 2022 amending Implementing Regulation (EU) 2016/1141 to update the list of invasive alien species of Union concern. https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:32022R1203
- Oficialdegui F, Zamora-Marín J, Guareschi S, Anastácio P, García-Murillo P, Ribeiro F, Miranda R, Cobo F, Gallardo B, García-Berthou E, Boix D, Arias A, Cuesta JA, Medina L, Almeida D, Banha F, Barca S, Biurrun I, Cabezas MP, Calero S, Campos JA, Capdevila-Argüelles L, Capinha C, Casals F, Clavero M, Encarnação J, Fernández-Delgado C, Franco J, Guillén A, Hermoso V, Machordom A, Martelo J, Mellado-Díaz A, Morcillo F, Oscoz J, Perdices A, Pou-Rovira Q, Rodríguez-Merino A, Ros M, Ruiz-Navarroac A, Sánchez MI, Sánchez-Fernández D, Sánchez-González JR, Sánchez-Gullón E, Teodósio MA, Torralva M, Vieira-Lanero R, Oliva-Paterna FJ (2023) A horizon scan exercise for aquatic invasive alien species in Iberian inland waters. The Science of the Total Environment 869: 1–16. https://doi.org/10.1016/j.scitotenv.2023.161798
- OpenStreetMap. Geofabrik GmbH, and OpenStreetMap Contributors (2018) Download OpenStreetMap data for this region: Portugal. https://download.geofabrik.de/europe/portugal.html
- Pabst R, Dias F, Borda-de-Água L, Rodríguez-González P, Capinha C (2022) Assessing and predicting the distribution of riparian invasive plants in continental Portugal. Frontiers in Ecology and Evolution 10: 1–10. https://doi.org/10.3389/fevo.2022.875578
- Pádua L, Antão-Geraldes A, Sousa J, Rodrigues M, Oliveira V, Santos D, Miguens M, Castro J (2022a) Water Hyacinth (Eichhornia crassipes) Detection using coarse and high resolution multispectral data. Drones 6(2): 1–14. https://doi.org/10.3390/drones6020047
- Pádua L, Duarte L, Antão-Geraldes A, Sousa J, Castro J (2022b) Spatio-temporal water hyacinth monitoring in the lower mondego (Portugal) using remote sensing data. Plants 11(24): 1–17. https://doi.org/10.3390/plants11243465
- Pinheiro J, Bates D, DebRoy S, Sarkar D, Heisterkamp S, Willigen B, Ranke J (2023) Package nlme. Linear and Nonlinear Mixed Effects Models. https://bugs.r-project.org
- Poggio L, de Sousa L, Batjes N, Heuvelink G, Kempen B, Ribeiro E, Rossiter D (2021) SoilGrids 2.0: Producing soil information for the globe with quantified spatial uncertainty. Soil 7(1): 217–240. https://doi.org/10.5194/soil-7-217-2021
- Polce C, Cardoso A, Deriu I, Gervasini E, Tsiamis K, Vigiak O, Zulian G, Maes J (2023) Invasive alien species of policy concerns show widespread patterns of invasion and potential pressure across European ecosystems. Scientific Reports 13(1): 8124. https://doi.org/10.1038/s41598-023-32993-8
- Powell K, Chase J, Knight T (2011) A synthesis of plant invasion effects on biodiversity across spatial scales. American Journal of Botany 98(3): 539–548. https://doi.org/10.3732/ajb.1000402
- Pyšek P, Richardson D (2010) Invasive species, environmental change and management, and health. Annual Review of Environment and Resources 35: 25–55. https://doi.org/10.1146/annurev-environ-033009-095548
- Pyšek P, Hulme P, Simberloff D, Bacher S, Blackburn T, Carlton J, Dawson W, Essl F, Foxcroft L, Genovesi P, Jeschke J, Kühn I, Liebhold A, Mandrak N, Meyerson L, Pauchard A, Pergl J, Roy HE, Seebens H et al. (2020) Scientists' warning on invasive alien species. Biological Reviews of the Cambridge Philosophical Society 95(6): 1511–1534. https://doi.org/10.1111/brv.12627
- R Core Team (2022) The R Project for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/
- Ramos C, Ramos-Pereira A (2020) Landscapes of Portugal: Paleogeographic Evolution, Tectonics and Geomorphology. In: Vieira G, Zêzere JL, Mora C (Eds) Landscapes and Landforms of Portugal. Springer International, 3–31. https://doi.org/10.1007/978-3-319-03641-0_1
- Raposo M, Pinto Gomes C, Nunes L (2021) Evaluation of species invasiveness: A case study with Acacia dealbata Link. on the slopes of Cabeça (Seia-Portugal). Sustainability 13(20): 1–10. https://doi.org/10.3390/su132011233
- Ren J, Chen J, Xu C, Van De Koppel J, Thomsen M, Qiu S, Cheng F, Song W, Liu QX, Xu C, Bai J, Zhang Y, Cui B, Bertness M, Silliman B, Li B, He Q (2021) An invasive species erodes the performance of coastal wetland protected areas. Science Advances 7: eabi8943. https://doi.org/10.1126/sciadv.abi8943
- Reynolds C, Venter N, Cowie B, Marlin D, Mayonde S, Tocco C, Byrne M (2020) Mapping the socio-ecological impacts of invasive plants in South Africa: Are poorer households with high ecosystem service use most at risk? Ecosystem Services 42: 101075. https://doi.org/10.1016/j.ecoser.2020.101075
- Richardson D, Van Wilgen BW (2004) Invasive alien plants in South Africa: How well do we understand the ecological impacts? South African Journal of Science 100: 45–52.
- Robinson O, Ruiz‐Gutierrez V, Fink D (2017) Correcting for bias in distribution modelling for rare species using citizen science data. Diversity & Distributions 24(4): 460–472. https://doi.org/10.1111/ddi.12698
- Rodríguez F, Lombardero-Vega M, San Juan L, Vecillas L, Morchón E, Liendo D, Uranga M, Gandarillas A (2021) Allergenicity to worldwide invasive grass Cortaderia selloana as environmental risk to public health. Scientific Reports 11: 24426. https://doi.org/10.1038/s41598-021-03581-5
- Rodríguez-Merino A (2023) Identifying and managing areas under threat in the iberian peninsula: An invasion risk atlas for non-native aquatic plant species as a potential tool. Plants 12(17). https://doi.org/10.3390/plants12173069
- Roekaerts M (2002) The Biogeographical Regions Map of Europe. Basic principles of its creation and overview of its development. European Environment Agency. https://www.researchgate.net/publication/224840052
- Santos M, Freitas R, Crespí AL, Hughes S, Cabral JA (2011) Predicting trends of invasive plants richness using local socio-economic data: An application in North Portugal. Environmental Research 111(7): 960–966. https://doi.org/10.1016/j.envres.2011.03.014
- Seebens H, Meyerson LA, Rahlao SJ, Lenzner B, Tricarico E, Aleksanyan A, Courchamp F, Keskin E, Saeedi H, Tawake A, Pyšek P (2023) Chapter 2: Trends and status of alien and invasive alien species. In: Roy HE, Pauchard A, Stoett P, Renard Truong T (Eds) Thematic Assessment Report on Invasive Alien Species and their Control of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services. IPBES secretariat, Bonn. https://doi.org/10.5281/zenodo.7430725
- Sirbu C, Miu I, Gavrilidis A, Gradinaru SR, Niculae I, Preda C, Oprea A, Urziceanu M, Camen-Comanescu P, Nagoda E, Sirbu IM, Memedemin D, Anastasiu P (2022) Distribution and pathways of introduction of invasive alien plant species in Romania. NeoBiota 75: 1–21. https://doi.org/10.3897/neobiota.75.84684
- Sousa R, Marchante E, Vicente J, Vaz A (2018) Publicação Científica Sobre Invasões Biológicas. In: Vicente J, Queiroz A, Silva L, Marchante E, Honrado J (Eds) As Invasões Biológicas em Portugal: História, Diversidade e Gestão. Arte e Ciência, Porto.
- Tiago P, Ceia-Hasse A, Marques T, Capinha C, Pereira HM (2017) Spatial distribution of citizen science casuistic observations for different taxonomic groups. Scientific Reports 7(1): 1–9. https://doi.org/10.1038/s41598-017-13130-8
- Verloove F, Dana E, Alves P (2017) Baccharis spicata (Asteraceae), a new potentially invasive species to Europe. Plant Biosystems 152(3): 416–426. https://doi.org/10.1080/11263504.2017.1303001
- Vicente J, Alves P, Randin C, Guisan A, Honrado J (2010) What drives invasibility? A multi-model inference test and spatial modelling of alien plant species richness patterns in northern Portugal. Ecography 33(6): 1081–1092. https://doi.org/10.1111/j.1600-0587.2010.6380.x
- Vicente J, Kueffer C, Richardson D, Vaz AS, Cabral J, Hui C, Araújo M, Kühn I, Kull C, Verburg P, Marchante E, Honrado J (2019) Different environmental drivers of alien tree invasion affect different life-stages and operate at different spatial scales. Forest Ecology and Management 433: 263–275. https://doi.org/10.1016/j.foreco.2018.10.065
- Vieites-Blanco C, González-Prieto S (2020) Invasiveness,ecological impacts and control of acacias in southwestern Europe- A review. Web Ecology 20(2): 33–51. https://doi.org/10.5194/we-20-33-2020
- Weiss D, Nelson A, Gibson H, Temperley W, Peedell S, Lieber A, Hancher M, Poyart E, Belchior S, Fullman N, Mappin B, Dalrymple U, Rozier J, Lucas T, Howes R, Tusting L, Kang S, Cameron E, Bisanzio D, Gething P (2018) A global map of travel time to cities to assess inequalities in accessibility in 2015. Nature 553(7688): 333–336. https://doi.org/10.1038/nature25181
- Westekemper K, Reinecke H, Signer J, Meißner M, Herzog S, Balkenhol N (2018) Stay on trails – effects of human recreation on the spatiotemporal behavior of red deer Cervus elaphus in a German national park. Wildlife Biology 2018(1): 1–9. https://doi.org/10.2981/wlb.00403