An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes
Climate change is predicted to have a significant impact on the geographic distribution of various flora, fauna, and insect species by expanding, contracting, or shifting their suitable climate environment. The plant pathogenic fungus Fusarium is known for causing crop diseases like blight, root and...
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| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , , |
| التنسيق: | article |
| منشور في: |
2023
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| الموضوعات: | |
| الوصول للمادة أونلاين: | http://dx.doi.org/10.1016/j.eti.2023.103177 https://www.sciencedirect.com/science/article/pii/S2352186423001736 http://hdl.handle.net/10576/60155 |
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| _version_ | 1857415085258964992 |
|---|---|
| author | Muhammad Riaz, Ejaz |
| author2 | Jaoua, Samir Ahmadi, Mohsen Shabani, Farzin |
| author2_role | author author author |
| author_facet | Muhammad Riaz, Ejaz Jaoua, Samir Ahmadi, Mohsen Shabani, Farzin |
| author_role | author |
| dc.creator.none.fl_str_mv | Muhammad Riaz, Ejaz Jaoua, Samir Ahmadi, Mohsen Shabani, Farzin |
| dc.date.none.fl_str_mv | 2023-08-31 2024-10-16T07:20:54Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | http://dx.doi.org/10.1016/j.eti.2023.103177 Ejaz, M. R., Jaoua, S., Ahmadi, M., & Shabani, F. (2023). An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes. Environmental Technology & Innovation, 31, 103177. 23521864 https://www.sciencedirect.com/science/article/pii/S2352186423001736 http://hdl.handle.net/10576/60155 31 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Elsevier B.V. |
| dc.rights.none.fl_str_mv | http://creativecommons.org/licenses/by/4.0/ info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Fungal pathogens Climate change Species distribution model Cash crop diseases Economic Management Fusarium spp. |
| dc.title.none.fl_str_mv | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| dc.type.none.fl_str_mv | Article info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/article |
| description | Climate change is predicted to have a significant impact on the geographic distribution of various flora, fauna, and insect species by expanding, contracting, or shifting their suitable climate environment. The plant pathogenic fungus Fusarium is known for causing crop diseases like blight, root and stem rots, and wilts, making it the most significant mycotoxigenic genus in weeds and food across various climatic zones worldwide. In this study, we hypothesize that crop diseases caused by Fusarium spp. will increase across all four corners of the world by 2050 and 2070 in response to future climate conditions. A series of correlative species distribution models (SDMs), including a generalized linear model (GLM), maximum entropy (MaxEnt), generalized boosting model (GBM), and surface range envelope, were employed to project and compare how the niche of Fusarium spp. will change from the present time to 2050 and 2070 under two Climate Change Representative Concentration Pathways (RCPs) of 8.5 and 4.5 (scenarios of high and low greenhouse gas emissions, respectively). Our approach (the ensemble predictions of 4 SDMs) minimizes the uncertainty (differences) of the projection results from each one of the models. The findings of this study have global implications because Fusarium spp. are associated with host species that are present on major continents such as Asia, Europe, Australia, and North and South America. The information gathered could be beneficial to farmers and planners when creating strategies to prevent the proliferation of Fusarium spp. as well as calculating the expenses associated with using pesticides to minimize contamination and increase yields. |
| eu_rights_str_mv | openAccess |
| format | article |
| id | qu_8bc4530685bfb1b6fffbd3aaae7be766 |
| identifier_str_mv | Ejaz, M. R., Jaoua, S., Ahmadi, M., & Shabani, F. (2023). An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes. Environmental Technology & Innovation, 31, 103177. 23521864 31 |
| language_invalid_str_mv | en |
| network_acronym_str | qu |
| network_name_str | Qatar University repository |
| oai_identifier_str | oai:qspace.qu.edu.qa:10576/60155 |
| publishDate | 2023 |
| publisher.none.fl_str_mv | Elsevier B.V. |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | http://creativecommons.org/licenses/by/4.0/ |
| spelling | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changesMuhammad Riaz, EjazJaoua, SamirAhmadi, MohsenShabani, FarzinFungal pathogensClimate changeSpecies distribution modelCash crop diseasesEconomicManagementFusarium spp.Climate change is predicted to have a significant impact on the geographic distribution of various flora, fauna, and insect species by expanding, contracting, or shifting their suitable climate environment. The plant pathogenic fungus Fusarium is known for causing crop diseases like blight, root and stem rots, and wilts, making it the most significant mycotoxigenic genus in weeds and food across various climatic zones worldwide. In this study, we hypothesize that crop diseases caused by Fusarium spp. will increase across all four corners of the world by 2050 and 2070 in response to future climate conditions. A series of correlative species distribution models (SDMs), including a generalized linear model (GLM), maximum entropy (MaxEnt), generalized boosting model (GBM), and surface range envelope, were employed to project and compare how the niche of Fusarium spp. will change from the present time to 2050 and 2070 under two Climate Change Representative Concentration Pathways (RCPs) of 8.5 and 4.5 (scenarios of high and low greenhouse gas emissions, respectively). Our approach (the ensemble predictions of 4 SDMs) minimizes the uncertainty (differences) of the projection results from each one of the models. The findings of this study have global implications because Fusarium spp. are associated with host species that are present on major continents such as Asia, Europe, Australia, and North and South America. The information gathered could be beneficial to farmers and planners when creating strategies to prevent the proliferation of Fusarium spp. as well as calculating the expenses associated with using pesticides to minimize contamination and increase yields.Elsevier B.V.2024-10-16T07:20:54Z2023-08-31Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://dx.doi.org/10.1016/j.eti.2023.103177Ejaz, M. R., Jaoua, S., Ahmadi, M., & Shabani, F. (2023). An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes. Environmental Technology & Innovation, 31, 103177.23521864https://www.sciencedirect.com/science/article/pii/S2352186423001736http://hdl.handle.net/10576/6015531enhttp://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:qspace.qu.edu.qa:10576/601552024-10-16T19:04:14Z |
| spellingShingle | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes Muhammad Riaz, Ejaz Fungal pathogens Climate change Species distribution model Cash crop diseases Economic Management Fusarium spp. |
| status_str | publishedVersion |
| title | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| title_full | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| title_fullStr | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| title_full_unstemmed | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| title_short | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| title_sort | An examination of how climate change could affect the future spread of Fusarium spp. around the world, using correlative models to model the changes |
| topic | Fungal pathogens Climate change Species distribution model Cash crop diseases Economic Management Fusarium spp. |
| url | http://dx.doi.org/10.1016/j.eti.2023.103177 https://www.sciencedirect.com/science/article/pii/S2352186423001736 http://hdl.handle.net/10576/60155 |