Analysis of Climate Change Indices in Musanze District, Rwanda

Anthony Twahirwa, C. Oludhe, P. Omondi, G. Rwanyiziri, Sebaziga Ndakize, Sandrine Guhirwa
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引用次数: 1

Abstract

This study used daily rainfall, minimum temperature, and maximum temperature data from the Rwanda Meteorology Agency (Meteo Rwanda) for the years 1983 - 2016 to analyze climate change indices in the Musanze district of Rwanda. Rainfall and temperature extreme indices were determined using the methodology provided by Expert Team on Climate Change Detection Monitoring Indices (ETCCDMI). Climate Data Tool (CDT), which is R-based package developed by International Research Institute for Climate and Society (IRI) was used to compute the indices. Sen's slope estimator and the modified Mann-Kendall (m-MK) test were both applied to identify trends and determine the degree of change. The Monthly Temperature (TXx, TXn, TNx, and TNn) indices generally showed a warming in the eastern and a cooling in the western parts of the district, according to the trend results; however, the Minimum tail of temperature indices showed a slightly reduced cooling which is a sign of warm nights and hot days in highland areas of volcanic region. For the same period, the district's eastern regions have higher precipitation intensity and wetness, which gradually declines toward the middle and western regions. In addition, a considerable upward trend in the annual total precipitation for days above the 95th percentile (very wet days) and the annual count for precipitation equal or greater than 20 mm (very heavy precipitation days). Additionally, temperature indices showed a large rise in the minimum and maximum values of daily minimum temperatures, annual minimum and maximum values of daily maximum temperatures, and the percentage of days with daily maximum temperatures above the 90th percentile (warm days). In view of these evolving trends in weather and climate patterns, the study recommends local farmers and other stakeholders involved in socioeconomic activities in the district to implement the necessary climate change mitigation and adaptation measures.
卢旺达Musanze地区气候变化指数分析
本研究利用卢旺达气象局(Meteo Rwanda) 1983 - 2016年的日降雨量、最低气温和最高气温数据,分析了卢旺达穆桑泽地区的气候变化指数。降雨和温度极端指数采用气候变化监测指数专家组(ETCCDMI)提供的方法确定。气候数据工具(CDT)是国际气候与社会研究所(IRI)开发的基于r语言的软件包。Sen's斜率估计和修正的Mann-Kendall (m-MK)检验都被用于识别趋势和确定变化程度。月气温指数(TXx、TXn、TNx、TNn)总体上呈现东部偏暖、西部偏冷的趋势;而温度指数的最小尾部则显示出轻微的降温,这是火山高山区夜晚温暖,白天炎热的标志。同期,东部地区降水强度和湿度较高,向中西部地区逐渐降低。此外,年总降水量在第95百分位以上的日数(甚湿日数)和大于20毫米的年降水日数(甚强降水日数)均有明显的上升趋势。日最低气温的最小值和最大值、年最高气温的最小值和最大值以及日最高气温超过90百分位(温暖日)的日数百分比均呈显著上升趋势。鉴于天气和气候模式的这些不断变化的趋势,该研究建议当地农民和参与该地区社会经济活动的其他利益攸关方实施必要的减缓和适应气候变化措施。
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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