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Ekpa DE, Salubi EA, Olusola JA, Akintade D. Spatio-temporal analysis of environmental and climatic factors impacts on malaria morbidity in Ondo State, Nigeria. Heliyon 2023; 9:e14005. [PMID: 36915558 PMCID: PMC10006711 DOI: 10.1016/j.heliyon.2023.e14005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2022] [Revised: 02/17/2023] [Accepted: 02/17/2023] [Indexed: 02/27/2023] Open
Abstract
This study examined the spatio-temporal dynamics of malaria epidemiological patterns considering environmental(vegetation, water bodies, slope, elevation) and climatic factors (rainfall, temperature and relative humidity) in Ondo State, Nigeria, from 2013 to 2017 using ArcGIS 10.4 and QGIS software. The factors influencing malaria were studied using a multi-criteria analysis (Analytical Hierarchical Process-AHP). The trend analysis revealed an increase in cases over time, indicating a significant increase in the occurrence of malaria in all study areas. The most important climatic variable impacting malaria transmission in the study was temperature. Nevertheless, other environmental and climatic factors causing transmission include vegetation, water bodies, slopes, elevation, rainfall, and relative humidity. With the exception of Okitipupa, the study identified high-risk locations (vulnerable areas/hot spots) in almost all of the local government areas, while Ondo East, Akure South, Akoko South West, and Owo are the most vulnerable areas. The findings reveal that the malaria incidence is high in the developed LGAs having more towns where temperature is higher due to several anthropogenesis activities, high population and increased land-use. Thus, in-depth epidemiological studies on malaria should be undertaken in Ondo State and other regions of Nigeria considering environmental factors impacting malaria incidence as this will enable one to ascertain the major factors influencing the disease, thereby taking adequate measures to curb the increase in incidence.
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Affiliation(s)
- Dave Eleojo Ekpa
- Institute of Ecology and Environmental Studies, Obafemi Awolowo University, Ile Ife, Nigeria
- Corresponding author.
| | - Eunice A. Salubi
- Geography and Environmental Management, Faculty of Environment, University of Waterloo, Canada
| | - Johnson Adedeji Olusola
- Department of Geography and Planning Science, Ekiti State University, Ado Ekiti, Nigeria
- Corresponding author.
| | - Dare Akintade
- College of Medicine and Health Sciences, Baze University, Abuja, Nigeria
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Scheelbeek PFD, Dangour AD, Jarmul S, Turner G, Sietsma AJ, Minx JC, Callaghan M, Ajibade I, Austin SE, Biesbroek R, Bowen KJ, Chen T, Davis K, Ensor T, Ford JD, Galappaththi EK, Joe ET, Musah-Surugu IJ, Alverio GN, Schwerdtle PN, Pokharel P, Salubi EA, Scarpa G, Segnon AC, Siña M, Templeman S, Xu J, Zavaleta-Cortijo C, Berrang-Ford L. The effects on public health of climate change adaptation responses: a systematic review of evidence from low- and middle-income countries. Environ Res Lett 2021; 16:073001. [PMID: 34267795 PMCID: PMC8276060 DOI: 10.1088/1748-9326/ac092c] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 04/30/2021] [Accepted: 06/08/2021] [Indexed: 05/11/2023]
Abstract
Climate change adaptation responses are being developed and delivered in many parts of the world in the absence of detailed knowledge of their effects on public health. Here we present the results of a systematic review of peer-reviewed literature reporting the effects on health of climate change adaptation responses in low- and middle-income countries (LMICs). The review used the 'Global Adaptation Mapping Initiative' database (comprising 1682 publications related to climate change adaptation responses) that was constructed through systematic literature searches in Scopus, Web of Science and Google Scholar (2013-2020). For this study, further screening was performed to identify studies from LMICs reporting the effects on human health of climate change adaptation responses. Studies were categorised by study design and data were extracted on geographic region, population under investigation, type of adaptation response and reported health effects. The review identified 99 studies (1117 reported outcomes), reporting evidence from 66 LMICs. Only two studies were ex ante formal evaluations of climate change adaptation responses. Papers reported adaptation responses related to flooding, rainfall, drought and extreme heat, predominantly through behaviour change, and infrastructural and technological improvements. Reported (direct and intermediate) health outcomes included reduction in infectious disease incidence, improved access to water/sanitation and improved food security. All-cause mortality was rarely reported, and no papers were identified reporting on maternal and child health. Reported maladaptations were predominantly related to widening of inequalities and unforeseen co-harms. Reporting and publication-bias seems likely with only 3.5% of all 1117 health outcomes reported to be negative. Our review identified some evidence that climate change adaptation responses may have benefits for human health but the overall paucity of evidence is concerning and represents a major missed opportunity for learning. There is an urgent need for greater focus on the funding, design, evaluation and standardised reporting of the effects on health of climate change adaptation responses to enable evidence-based policy action.
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Affiliation(s)
- Pauline F D Scheelbeek
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Alan D Dangour
- Centre on Climate Change and Planetary Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Stephanie Jarmul
- Department of Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Grace Turner
- Department of Public Health, Environment and Society, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Anne J Sietsma
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
| | - Jan C Minx
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
- Mercator Research Institute on Global Commons and Climate Change, Berlin, Germany
| | - Max Callaghan
- Mercator Research Institute on Global Commons and Climate Change, Berlin, Germany
| | - Idowu Ajibade
- Department of Geography, Portland State University, Portland, OR, United States of America
| | | | - Robbert Biesbroek
- Wageningen University and Research Centre, Wageningen, The Netherlands
| | - Kathryn J Bowen
- Melbourne School of Population and Global Health, University of Melbourne, Melbourne, Australia
- Institute for Advanced Sustainability Studies, Potsdam, Germany
| | - Tara Chen
- E-Da Hospital, Kaohsiung City, Taiwan
| | - Katy Davis
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
| | - Tim Ensor
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
| | - James D Ford
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
| | - Eranga K Galappaththi
- Department of Fisheries and Oceans Canada, Winnipeg, Manitoba, Canada
- Department of Geography, Virginia Tech, Blacksburg, VA, United States of America
| | | | | | - Gabriela Nagle Alverio
- Nicholas School of the Environment, Sanford School of Public Policy, Duke University, Durham, NC, United States of America
| | | | | | | | - Giulia Scarpa
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
| | - Alcade C Segnon
- CGIAR Research Program on Climate Change, Agriculture and Food Security, International Crops Research Institute for the Semi-Arid Tropics, Bamako, Mali
- Faculty of Agronomic Sciences, University of Abomey-Calavi, Cotonou, Benin
| | | | | | - Jiren Xu
- University of Glasgow, Glasgow, United Kingdom
| | | | - Lea Berrang-Ford
- University of Leeds, Priestley International Centre for Climate, Leeds, United Kingdom
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