Abstract
It is essential to predict areas of losses or exchanges of ecosystem services to adapt communities to the impacts caused by climate change. Particularly for provisioning ecosystem services provided by economically important plant species, understanding the association between climate change impacts and deforestation of native vegetation increases the accuracy of those predictions. Thus, we aim to (i) map the richness of provisioning ecosystem services from economically important native plants; (ii) use forecasts (present and future) of the distribution of ecosystem services to assess areas of changes in the number and type of provisioning ecosystems services. We evaluated provisioning ecosystem services from 110 Cerrado native species of economic importance for the local population. We determined the potential distribution of these plants using ecological niche modeling techniques, which were grouped according to the 21 different services provided. The forecasts for variation in richness and type of service used four future climate change scenarios (RCPs 4.5 and 8.5 in 2050 and 2070). The service losses detected in our models were associated with variables representing the progress of native vegetation deforestation in the biome due to agricultural expansion. Currently, ecosystem services can be found simultaneously in practically the entire biome. However, changes in the global climate will impact the potential geographic distribution of those plants, causing many areas in the biome to have reduced availability of potential ecosystem services. Moreover, due to the association between exposure to climate change and deforestation of native vegetation, the northern region of the biome will likely have the distribution of ecosystem services severely affected.
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References
Acosta, L. A., Wintle, B. A., Benedek, Z., Chhetri, P. B., Heymans, S. J., Onur, A. C., et al. (2016). Using scenarios and models to inform decision making in policy design and implementation. In S. Ferrier, K. N. Ninan, P. Leadley, R. Alkemade, L. A. Acosta, H. R. Akçakaya, et al. (Eds.), The methodological assessment report on scenarios and models of biodiversity and ecosystem services. (pp. 35–81). Bonn, Germany: Secretariat of the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES).
Aguiar Galvão, W. R., Braz Filho, R., Canuto, K. M., Ribeiro, P. R. V., Campos, A. R., Moreira, A. C. O. M., et al. (2018). Gastroprotective and anti-inflammatory activities integrated to chemical composition of Myracrodruon urundeuva Allemão - A conservationist proposal for the species. Journal of Ethnopharmacology, 222, 177–189. https://doi.org/10.1016/J.JEP.2018.04.024
Albuquerque, M. L. S., Guedes, I., Alcantara Jr., P., Moreira, S. G. C., Barbosa Neto, N. M., Correa, D. S., & Zilio, S. C. (2005). Characterization of Buriti (Mauritia flexuosa L.) oil by absorption and emission spectroscopies. Journal of the Brazilian Chemical Society, 16(6a), 1113–1117. https://doi.org/10.1590/S0103-50532005000700004
Almeida, S. P. de, Proença, C. E. B., Sano, S. M., & Ribeiro, J. F. (1998). Cerrado: espécies vegetais úteis. Planaltina: EMBRAPA-CPAC.
Araújo, M., & New, M. (2007). Ensemble forecasting of species distributions. Trends in Ecology & Evolution, 22(1), 42–47. https://doi.org/10.1016/j.tree.2006.09.010
Barbosa, K. F., Sales, J. de F., Resende, O., Oliveira, D. E. C. de, Cabral, A. L., & Lopes Filho, L. C. (2018). Thermodynamic properties of Anacardium humile St. Hil. (cajuzinho-do-cerrado) achenes. Semina: Ciências Agrárias, 39(6), 2351. https://doi.org/10.5433/1679-0359.2018v39n6p2351
Baselga, A. (2010). Partitioning the turnover and nestedness components of beta diversity. Global Ecology and Biogeography, 19(1), 134–143. https://doi.org/10.1111/j.1466-8238.2009.00490.x
Bennett, B. C., & Prance, G. T. (2000). Introduced plants in the indigenous Pharmacopoeia of Northern South America. Economic Botany, 54(1), 90–102. https://doi.org/10.1007/BF02866603
Bogdan, S. M., Stupariu, I., Andra-Topârceanu, A., & Năstase, I. I. (2019). Mapping social values for cultural ecosystem services in a mountain landscape in the romanian carpathians. Carpathian Journal of Earth and Environmental Sciences, 14(1), 199–208. https://doi.org/10.26471/cjees/2019/014/072
Brown, G. (2013). The relationship between social values for ecosystem services and global land cover: An empirical analysis. Ecosystem Services, 5, 58–68. https://doi.org/10.1016/j.ecoser.2013.06.004
Carpenter, G., Gillison, A. N., & Winter, J. (1993). Domain - a flexible modeling procedure for mapping potential distributions of plants and animals. Biodiversity and Conservation, 2(6), 667–680. https://doi.org/10.1007/BF00051966
Campos Filho, E. M., & Sartorelli, P. A. R. (2015). Guia de árvores com valor econômico. São Paulo: Agroicone. Available in https://www.inputbrasil.org/wp-content/uploads/2015/11/Guia_de_arvores_com_valor_economico_Agroicone.pdf
de Araújo, M. L. S., Sano, E. E., Bolfe, É. L., Santos, J. R. N., dos Santos, J. S., & Silva, F. B. (2019). Spatiotemporal dynamics of soybean crop in the Matopiba region, Brazil (1990–2015). Land Use Policy, 80, 57–67. https://doi.org/10.1016/j.landusepol.2018.09.040
de Oliveira, G., Lima-Ribeiro, M. S., Terribile, L. C., Dobrovolski, R., Telles, M. P., & d. C., & Diniz-Filho, J. A. F. (2015). Conservation biogeography of the Cerrado’s wild edible plants under climate change: Linking biotic stability with agricultural expansion. American Journal of Botany, 102(6), 870–877. https://doi.org/10.3732/ajb.1400352
de Souza, L. C., da Luz, L. M., da Silva Martins, J. T., de Oliveira Neto, C. F., Palheta, J. G., de Oliveira, T. B., et al. (2018). Osmoregulators in Hymenaea courbaril and Hymenaea stigonocarpa under water stress and rehydration. Journal of Forestry Research, 29(6), 1475–1479. https://doi.org/10.1007/s11676-017-0456-x
Díaz, S., Pascual, U., Stenseke, M., Martín-López, B., Watson, R. T., Molnár, Z., et al. (2018). Assessing nature’s contributions to people. Science, 359(6373), 270–272. https://doi.org/10.1126/science.aap8826
Diffenbaugh, N. S., Singh, D., & Mankin, J. S. (2018). Unprecedented climate events: Historical changes, aspirational targets, and national commitments. Science Advances, 4(2), eaao3354. https://doi.org/10.1126/SCIADV.AAO3354
Diniz-Filho, J. A. F., Rodrigues, H., Telles, M. P. D. C., Oliveira, G. D., Terribile, L. C., Soares, T. N., & Nabout, J. C. (2015). Correlation between genetic diversity and environmental suitability: Taking uncertainty from ecological niche models into account. Molecular Ecology Resources, 15(5), 1059–1066. https://doi.org/10.1111/1755-0998.12374
Fei, S., Jo, I., Guo, Q., Wardle, D. A., Fang, J., Chen, A., Oswalt, C.M. & Brockerhoff, E. G. (2018). Impacts of climate on the biodiversity-productivity relationship in natural forests. Nature communications, 9(1), 1-7. https://doi.org/10.1038/s41467-018-07880-w
Genovese, M. I., Da Silva Pinto, M., Gonçalves, D. S. S., & A. E., & Lajolo, F. M. (2008). Bioactive compounds and antioxidant capacity of exotic fruits and commercial frozen pulps from Brazil. Food Science and Technology International, 14(3), 207–214. https://doi.org/10.1177/1082013208092151
Godfray, H. C. J., Beddington, J. R., Crute, I. R., Haddad, L., Lawrence, D., Muir, J. F., et al. (2010). Food security: The challenge of feeding 9 billion people. Science, 327(5967), 812–818. https://doi.org/10.1126/science.1185383
Golladay, S. W., Martin, K. L., Vose, J. M., Wear, D. N., Covich, A. P., Hobbs, R. J., et al. (2016). Achievable future conditions as a framework for guiding forest conservation and management. Forest Ecology and Management, 360, 80–96. https://doi.org/10.1016/j.foreco.2015.10.009
Guisan, A., & Zimmermann, N. E. (2000). Predictive habitat distribution models in ecology. Ecological Modelling, 135(2–3), 147–186. https://doi.org/10.1016/S0304-3800(00)00354-9
Hengl, T., Mendes de Jesus, J., Heuvelink, G. B. M., Ruiperez Gonzalez, M., Kilibarda, M., Blagotić, A., et al. (2017). SoilGrids250m: Global gridded soil information based on machine learning. PLoS ONE, 12(2), e0169748. https://doi.org/10.1371/journal.pone.0169748
Heubes, J., Heubach, K., Schmidt, M., Wittig, R., Zizka, G., Nuppenau, E.-A., & Hahn, K. (2012). Impact of future climate and land use change on non-timber forest product provision in Benin, West Africa: Linking Niche-based Modeling with Ecosystem Service Values 1. Economic Botany (Vol. 66).
Hijmans, R. J., Cameron, S. E., Parra, J. L., Jones, P. G., & Jarvis, A. (2005). Very high resolution interpolated climate surfaces for global land areas. International Journal of Climatology, 25(15), 1965–1978. https://doi.org/10.1002/joc.1276
IPCC (2021). Climate change 2021: The physial science basis. Summary for policymarker. Avaiable in https://www.ipcc.ch/report/ar6/wg1/downloads/report/IPCC_AR6_WGI_SPM.pdf
Jones, H. P., Hole, D. G., & Zavaleta, E. S. (2012). Harnessing nature to help people adapt to climate change. Nature Climate Change, 2(7), 504–509. https://doi.org/10.1038/nclimate1463
Kaczan, D., Swallow, B. M., Adamowicz, W. L., & (Vic). (2013). Designing a payments for ecosystem services (PES) program to reduce deforestation in Tanzania: An assessment of payment approaches. Ecological Economics, 95, 20–30. https://doi.org/10.1016/j.ecolecon.2013.07.011
Kandziora, M., Burkhard, B., & Müller, F. (2013). Interactions of ecosystem properties, ecosystem integrity and ecosystem service indicators—A theoretical matrix exercise. Ecological Indicators, 28, 54–78. https://doi.org/10.1016/J.ECOLIND.2012.09.006
Karsenty, A. (2015). Major food companies, PES and combating deforestation. Using PES to achieve “zero deforestation” agriculture. Perspective, 36, 1–4. https://doi.org/10.19182/agritrop/00017
Kasecker, T. P., Ramos-Neto, M. B., da Silva, J. M. C., & Scarano, F. R. (2018). Ecosystem-based adaptation to climate change: Defining hotspot municipalities for policy design and implementation in Brazil. Mitigation and Adaptation Strategies for Global Change, 23(6), 981–993. https://doi.org/10.1007/s11027-017-9768-6
Klink, C. A., & Machado, R. B. (2005). Conservation of the Brazilian Cerrado. Conservation Biology, 19(3), 707–713. https://doi.org/10.1111/j.1523-1739.2005.00702.x
Lautenbach, S., Kugel, C., Lausch, A., & Seppelt, R. (2011). Analysis of historic changes in regional ecosystem service provisioning using land use data. Ecological Indicators, 11(2), 676–687. https://doi.org/10.1016/J.ECOLIND.2010.09.007
Lavorel, S., Grigulis, K., Lamarque, P., Colace, M.-P., Garden, D., Girel, J., et al. (2011). Using plant functional traits to understand the landscape distribution of multiple ecosystem services. Journal of Ecology, 99(1), 135–147. https://doi.org/10.1111/j.1365-2745.2010.01753.x
Lima, I. L. P., Scariot, A., & Giroldo, A. B. (2013). Sustainable Harvest of Mangaba (Hancornia speciosa) Fruits in Northern Minas Gerais. Brazil. Economic Botany, 67(3), 234–243. https://doi.org/10.1007/s12231-013-9244-5
Liu, J., Mooney, H., Hull, V., Davis, S. J., Gaskell, J., Hertel, T., Lubchenco, J., Seto, K.C., Gleick, P., Kremen, C. & Li, S.(2015). Systems integration for global sustainability. Science, 347(6225). https://doi.org/10.1126/science.1258832
Liu, C., White, M., & Newell, G. (2013). Selecting thresholds for the prediction of species occurrence with presence-only data. Journal of Biogeography, 40(4), 778–789. https://doi.org/10.1111/jbi.12058
Luck, G. W., Chan, K. M. A., & Fay, J. P. (2009). Protecting ecosystem services and biodiversity in the world’s watersheds. Conservation Letters, 2(4), 179–188. https://doi.org/10.1111/j.1755-263X.2009.00064.x
Ma, L., Bicking, S., & Müller, F. (2019). Mapping and comparing ecosystem service indicators of global climate regulation in Schleswig-Holstein, Northern Germany. Science of the Total Environment, 648, 1582–1597. https://doi.org/10.1016/j.scitotenv.2018.08.274
MA - Millennium Ecosystem Assessment. (2005). Millennium ecosystem assessment synthesis report. Available: .aspx.pdf. Accessed January 2019.
Mace, G. M., Norris, K., & Fitter, A. H. (2012). Biodiversity and ecosystem services: A multilayered relationship. Trends in Ecology & Evolution, 27(1), 19–26. https://doi.org/10.1016/j.tree.2011.08.006
Maes, J., Egoh, B., Willemen, L., Liquete, C., Vihervaara, P., Schägner, J. P., et al. (2012). Mapping ecosystem services for policy support and decision making in the European Union. Ecosystem Services, 1(1), 31–39. https://doi.org/10.1016/J.ECOSER.2012.06.004
Maitner, B. S., Boyle, B., Casler, N., Condit, R., Donoghue, J., Durán, S. M., et al. (2018). The bien r package: A tool to access the Botanical Information and Ecology Network (BIEN) database. Methods in Ecology and Evolution, 9(2), 373–379. https://doi.org/10.1111/2041-210X.12861
Marengo, J. A., Jones, R., Alves, L. M., & Valverde, M. C. (2009). Future change of temperature and precipitation extremes in South America as derived from the PRECIS regional climate modeling system. International Journal of Climatology: A Journal of the Royal Meteorological Society, 29(15), 2241-2255. https://doi.org/10.1002/joc.1863
Magrin, G. O., Marengo, J. A., Boulanger, J. P., Buckeridge, M. S., Castellanos, E., Poveda, G., Scarano, F. R., Vicuña, S. (2014). Central and South America. In: Field, C. B., Barros, V. R., Dokken, D. J., Mach, K. J., Mastrandrea, M. D., Bilir, T. E., Chatterjee, M., Ebi, K. L., Estrada, Y. O., Genova, R. C., Girma, B., Kissel, E. S., Levy, A. N., MacCracken, S., Mastrandrea, P. R., White, L. L. (eds.) Climate change 2014: impacts, adaptation, and vulnerability. Part a: global and sectoral aspects. Contribution of working group II to the fifth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge, p 1499–1566
Monteiro, J. M., de Lima Araújo, E., Amorim, E. L. C., & de Albuquerque, U. P. (2010). Local Markets and Medicinal Plant Commerce: A Review with Emphasis on Brazil. Economic Botany, 64(4), 352–366. https://doi.org/10.1007/s12231-010-9132-1
Müller, F., Burkhard, B., Hou, Y., Kruse, M., Ma, L., & Wangai, P. (2016). Indicators for ecosystem services. In Routledge Handbook of Ecosystem Services, pp. 157–169. New York.
Munang, R., Thiaw, I., Alverson, K., Liu, J., & Han, Z. (2013). The role of ecosystem services in climate change adaptation and disaster risk reduction. Current Opinion in Environmental Sustainability, 5(1), 47–52. https://doi.org/10.1016/j.cosust.2013.02.002
Nabout, J. C., Magalhães, M. R., de Amorim Gomes, M. A., & da Cunha, H. F. (2016). The Impact of Global Climate Change on the Geographic Distribution and Sustainable Harvest of Hancornia speciosa Gomes (Apocynaceae) in Brazil. Environmental Management, 57(4), 814–821. https://doi.org/10.1007/s00267-016-0659-5
Nabout, J. C., Oliveira, G., Magalhães, M. R., Carina, T. L., & de Almeida, F. A. S. (2011). Global Climate Change and the Production of Pequi Fruits (Caryocar brasiliense) in the Brazilian Cerrado. Natureza & Conservação, 9(1), 55–60. https://doi.org/10.4322/natcon.2011.006
Naidoo, R., Balmford, A., Costanza, R., Fisher, B., Green, R. E., Lehner, B., et al. (2008). Global mapping of ecosystem services and conservation priorities. Proceedings of the National Academy of Sciences, 105(28), 9495–9500. https://doi.org/10.1073/pnas.0707823105
Nalau, J., Becken, S., & Mackey, B. (2018). Ecosystem-based Adaptation: A review of the constraints. Environmental Science & Policy, 89, 357–364.
Napoleão, T. H., Pontual, E. V., de Albuquerque Lima, T., de Lima Santos, N. D., Sá, R. A., Coelho, L. C. B. B., et al. (2012). Effect of Myracrodruon urundeuva leaf lectin on survival and digestive enzymes of Aedes aegypti larvae. Parasitology Research, 110(2), 609–616. https://doi.org/10.1007/s00436-011-2529-7
Nelder, J. A., & Wedderburn, R. W. M. (1972). Generalized Linear Models. Journal of the Royal Statistical Society. Series A (General), 135(3), 370–384. https://doi.org/10.2307/2344614
Nix, H. A. (1986). A biogeographic analysis of Australian elapid snakes. In Atlas of elapid snakes of AustraliaAtlas of elapid snakes of Australia, 7, 4–15. Canberra: Australian Government Publishing Service.
Peterson, A. T., Soberón, J., Pearson, R. G., Anderson, R. P., Martínez-Meyer, E., Nakamura, M., & Araújo, M. B. (2011). Ecological Niches and Geographic Distributions. Princenton University Press.
Phillips, S. J., Anderson, R. P., & Schapire, R. E. (2006). Maximum entropy modeling of species geographic distributions. Ecological Modelling, 190(3–4), 231–259. https://doi.org/10.1016/j.ecolmodel.2005.03.026
Pires, J. G., Zabini, S. S., Braga, A. S., de Cássia Fabris, R., de Andrade, F. B., de Oliveira, R. C., & Magalhães, A. C. (2018). Hydroalcoholic extracts of Myracrodruon urundeuva All. and Qualea grandiflora Mart. leaves on Streptococcus mutans biofilm and tooth demineralization. Archives of Oral Biology, 91, 17–22. https://doi.org/10.1016/J.ARCHORALBIO.2018.04.005
Pitta, E., Zografou, K., Poursanidis, D., & Chatzaki, M. (2019). Effects of climate on spider beta diversity across different Mediterranean habitat types. Biodiversity and Conservation, 28(14), 3971–3988. https://doi.org/10.1007/s10531-019-01860-2
R Core Team. (2019). A language and environment for statistical computing. R Foundation for Statistical Computing. Vienna. https://www.r-project.org/
Rabe, S.-E., Koellner, T., Marzelli, S., Schumacher, P., & Grêt-Regamey, A. (2016). National ecosystem services mapping at multiple scales The German exemplar. Ecological INdicators, 70, 357–372. https://doi.org/10.1016/j.ecolind.2016.05.043
Rangel, T. F., & Loyola, R. D. (2012). Labeling Ecological Niche Models. Natureza & Conservação, 10(2), 119–126. https://doi.org/10.4322/natcon.2012.030
Resende, F. M., Cimon-Morin, J., Poulin, M., Meyer, L., & Loyola, R. (2019). Consequences of delaying actions for safeguarding ecosystem services in the Brazilian Cerrado. Biological Conservation, 234, 90–99. https://doi.org/10.1016/j.biocon.2019.03.009
Ribeiro, R. M., Tessarolo, G., Soares, T. N., Teixeira, I. R., & Nabout, J. C. (2019). Global warming decreases the morphological traits of germination and environmental suitability of Dipteryx alata (Fabaceae) in Brazilian Cerrado. Acta Botanica Brasilica, 33, 446–453.
Rocha, J., Carvalho-Santos, C., Diogo, P., Beça, P., Keizer, J. J., & Nunes, J. P. (2020). Impacts of climate change on reservoir water availability, quality and irrigation needs in a water scarce Mediterranean region (southern Portugal). Science of the Total Environment, 736, 139477. https://doi.org/10.1016/j.scitotenv.2020.139477
Runting, R. K., Bryan, B. A., Dee, L. E., Maseyk, F. J. F., Mandle, L., Hamel, P., et al. (2017). Incorporating climate change into ecosystem service assessments and decisions: A review. Global Change Biology, 23(1), 28–41. https://doi.org/10.1111/gcb.13457
Sarria, A. L. F., Silva, T. L., de Oliveira, J. M., de Oliveira, M. A. R., Fernandes, J. B., da Silva, M. F., das G. F., et al. (2018). Dimeric chalcones derivatives from Myracrodruon urundeuva act as cathepsin V inhibitors. Phytochemistry, 154, 31–38. https://doi.org/10.1016/j.phytochem.2018.06.009
Scarano, F. R. (2017). Ecosystem-based adaptation to climate change: Concept, scalability and a role for conservation science. Perspectives in Ecology and Conservation, 15(2), 65–73. https://doi.org/10.1016/j.pecon.2017.05.003
Schölkopf, B., Platt, J. C., Shawe-Taylor, J., Smola, A. J., & Williamson, R. C. (2001). Estimating the Support of a High-Dimensional Distribution. Neural Computation, 13(7), 1443–1471. https://doi.org/10.1162/089976601750264965
Silva, S. M. da, Brait, J. D. de A., Faria, F. P. de, Silva, S. M. da, Oliveira, S. L. de, Braga, P. F., & Mariano-da-Silva, F. M. de S. (2009). Chemical characteristics of pequi fruits (Caryocar brasiliense Camb.) native of three municipalities in the State of Goiás - Brazil. Ciência e Tecnologia de Alimentos, 29(4), 771–777. https://doi.org/10.1590/S0101-20612009000400011
Simon, L. M., de Oliveira, G., de Barreto, B., & S., Nabout, J. C., Rangel, T. F. L. V. B., & Diniz-Filho, J. A. F. (2013). Effects of global climate changes on geographical distribution patterns of economically important plant species in cerrado. Revista Árvore, 37(2), 267–274. https://doi.org/10.1590/S0100-67622013000200008
Slade, E. M., Bagchi, R., Keller, N., & Philipson, C. D. (2019). When Do More Species Maximize More Ecosystem Services? Trends in Plant Science, 24(9), 790–793. https://doi.org/10.1016/j.tplants.2019.06.014
Soares, A. M. S., Oliveira, J. T. A., Rocha, C. Q., Ferreira, A. T. S., Perales, J., Zanatta, A. C., et al. (2018). Myracrodruon urundeuva seed exudates proteome and anthelmintic activity against Haemonchus contortus. PLoS ONE, 13(7), e0200848. https://doi.org/10.1371/journal.pone.0200848
Solen, L. C., Nicolas, J., de Sartre Xavier, A., Thibaud, D., Simon, D., Michel, G., & Johan, O. (2018). Impacts of Agricultural Practices and Individual Life Characteristics on Ecosystem Services: A Case Study on Family Farmers in the Context of an Amazonian Pioneer Front. Environmental Management, 61(5), 772–785. https://doi.org/10.1007/s00267-018-1004-y
Strassburg, B. B. N., Brooks, T., Feltran-Barbieri, R., Iribarrem, A., Crouzeilles, R., Loyola, R., et al. (2017). Moment of truth for the Cerrado hotspot. Nature Ecology & Evolution, 1(4), 0099. https://doi.org/10.1038/s41559-017-0099
Swets, J. (1988). Measuring the accuracy of diagnostic systems. Science, 240(4857), 1285–1293. https://doi.org/10.1126/science.3287615
Ticktin, T. (2004). The ecological implications of harvesting non-timber forest products. Journal of Applied Ecology, 41(1), 11–21. https://doi.org/10.1111/j.1365-2664.2004.00859.x
Trigueiro, W. R., Nabout, J. C., & Tessarolo, G. (2020). Uncovering the spatial variability of recent deforestation drivers in the Brazilian Cerrado. Journal of Environmental Management, 275, 111243. https://doi.org/10.1016/j.jenvman.2020.111243
Velazco, S. J. E., Villalobos, F., Galvão, F., & De Marco Júnior, P. (2019). A dark scenario for Cerrado plant species: Effects of future climate, land use and protected areas ineffectiveness. Diversity and Distributions, 25(4), 660–673. https://doi.org/10.1111/ddi.12886
Vieira, R.F., Camillo, J., Coradin, L. (2016). Espécies nativas da flora brasileira de valor econômico atual ou potencial: Plantas para o Futuro: Região Centro-Oeste / Ministério do Meio Ambiente. Secretaria de Biodiversidade; Brasília, DF: MMA Available in https://www.embrapa.br/busca-de-publicacoes/-/publicacao/1073295/especies-nativas-da-flora-brasileira-de-valor-economico-atual-ou-potencial-plantas-para-o-futuro-regiao-centro-oeste
Vignola, R., Harvey, C. A., Bautista-Solis, P., Avelino, J., Rapidel, B., Donatti, C., & Martinez, R. (2015). Ecosystem-based adaptation for smallholder farmers: Definitions, opportunities and constraints. Agriculture, Ecosystems & Environment, 211, 126–132. https://doi.org/10.1016/j.agee.2015.05.013
Vignola, R., Locatelli, B., Martinez, C., & Imbach, P. (2009). Ecosystem-based adaptation to climate change: What role for policy-makers, society and scientists? Mitigation and Adaptation Strategies for Global Change, 14(8), 691–696. https://doi.org/10.1007/s11027-009-9193-6
Vilà, M., & Hulme, P. E. (2017). Non-native Species, Ecosystem Services, and Human Well-Being. In M. Vilà & P. E. Hulme (Eds.), Impact of Biological Invasions on Ecosystem Services (pp. 1–14). Cham: Springer International Publishing. https://doi.org/10.1007/978-3-319-45121-3_1
Weinhold, D., Killick, E., & Reis, E. J. (2013). Soybeans, Poverty and Inequality in the Brazilian Amazon. World Development, 52, 132–143. https://doi.org/10.1016/J.WORLDDEV.2012.11.016
Wolff, S., Schulp, C. J. E., Kastner, T., & Verburg, P. H. (2017). Quantifying Spatial Variation in Ecosystem Services Demand: A Global Mapping Approach. Ecological Economics, 136, 14–29. https://doi.org/10.1016/J.ECOLECON.2017.02.005
Zacarias, D. A. (2020). Global bioclimatic suitability for the fall armyworm, Spodoptera frugiperda (Lepidoptera: Noctuidae), and potential co-occurrence with major host crops under climate change scenarios. Climatic Change, 161(4), 555–566.
Zeng, J., Liu, Y., Zhang, H., Liu, J., Jiang, Y., Wyckhuys, K. A. G., & Wu, K. (2020). Global warming modifies long-distance migration of an agricultural insect pest. Journal of Pest Science, 93(2), 569–581. https://doi.org/10.1007/s10340-019-01187-5
Zhang, Y., Meng, Q., Wang, Y., Zhang, X., & Wang, W. (2020). Climate change-induced migration patterns and extinction risks of Theaceae species in China. Ecology and Evolution, 10(10), 4352–4361. https://doi.org/10.1002/ECE3.6202
Zhu, J., Wang, X., Zhang, Q., Zhang, Y., Liu, D., Cai, A., & Zhang, X. (2020). Assessing wetland sustainability by modeling water table dynamics under climate change. Journal of Cleaner Production, 263, 121293. https://doi.org/10.1016/j.jclepro.2020.121293
Zurell, D., Franklin, J., König, C., Bouchet, P. J., Dormann, C. F., Elith, J., et al. (2020). A standard protocol for reporting species distribution models. Ecography, 43(9), 1261–1277. https://doi.org/10.1111/ecog.04960
Acknowledgements
RBF and MRP thank FAPEG (Fundação de Amparo à Pesquisa do Estado de Goiás) for PhD scholarships received. We also thank the comments of three anonymous reviewers on previous versions of the manuscript.
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FAPEG (Fundação de Amparo à Pesquisa do Estado de Goiás) and CNPq (Conselho Nacional de Desenvolvimento Científico e Tecnológico) for scholarships and productivity grants. This study was financed in part by the Coordenação de Aperfeiçoamento de Pessoal de Nível Superior—Brazil (CAPES)—Finance Code 001, by the National Institutes for Science and Technology (INCT) in Ecology, Evolution and Biodiversity Conservation (MCTI/CNPq/FAPEG/465610/2014–5), and Brazilian Network on Global Climate Change Research (Rede CLIMA).
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RBF: Conception and design, analysis and interpretation of data, acquisition of data, drafting of the article. MRP: Conception and design, analysis and interpretation of data, acquisition of data, drafting of the article. JCN: Conception and design, analysis and interpretation of data, drafting of the article, revising critically for important intellectual content.
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Ferreira, R.B., Parreira, M.R. & Nabout, J.C. The impact of global climate change on the number and replacement of provisioning ecosystem services of Brazilian Cerrado plants. Environ Monit Assess 193, 731 (2021). https://doi.org/10.1007/s10661-021-09529-6
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DOI: https://doi.org/10.1007/s10661-021-09529-6