Modeling Rainfall with Respect to Land Cover and Population in the Niger Delta Area Nigeria for the Period 1990-2040

Caroline O. Akinrinwoye, Y. Twumasi, Z. H. Ning, J. Namwamba, J. Oppong
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Abstract

Anthropogenic activities including oil exploration have led to environmental issues in the Niger Delta, Nigeria over the years, leading to the deterioration of aquatic and riparian ecosystems. This has affected health, fishing, subsistence farming, and the economy of residents of this region. The objectives of this study were to model rainfall with respect to the percentage land cover type and forecast the percentage land cover type in 2040 for the river Niger-Delta. The objectives were met by reviewing literature related to this study, data acquisition, and modeling. The data was accessed from Google Earth Engine and the World Bank climate websites. ArcGIS, Microsoft Excel and SPSS software were used to analyze the data. Land cover and rainfall data was modeled over ranges of time and data pairs from each variable for similar years were extracted and used to model the variation of rainfall versus land cover types. The land cover and rainfall data analyses are presented in the analysis section of this paper. The percentages of land cover in the study area under water and built-in were found to have increased while that under mangrove and vegetation were found to increase respectively between 1990 and 2040. Communities residing in the study region are highly vulnerable to the impacts of floods and water pollution by industries for half of each year. This study suggested several policies for the Niger-Delta well-being and protection of the region’s residents with respect to floods and related issues.
1990-2040年期间尼日利亚尼日尔三角洲地区与土地覆盖和人口相关的降雨模式
多年来,包括石油勘探在内的人为活动导致尼日利亚尼日尔三角洲的环境问题,导致水生和河岸生态系统恶化。这影响了该地区居民的健康、渔业、自给农业和经济。本研究的目的是建立尼日尔河三角洲与土地覆盖类型百分比相关的降雨模型,并预测2040年土地覆盖类型百分比。通过回顾与本研究相关的文献、数据采集和建模,达到了目的。这些数据来自谷歌地球引擎和世界银行气候网站。采用ArcGIS、Microsoft Excel和SPSS软件对数据进行分析。土地覆盖和降雨数据在时间范围内进行建模,并从每个变量中提取相似年份的数据对,用于模拟降雨与土地覆盖类型的变化。本文的分析部分给出了土地覆盖和降雨数据的分析。1990 - 2040年间,研究区水下和陆地覆盖面积增加,红树林和植被覆盖面积增加。居住在研究区域的社区每年有一半的时间极易受到洪水和工业水污染的影响。这项研究为尼日尔三角洲地区的福利和保护该地区居民在洪水和相关问题方面提出了若干政策建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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