Climate Change Data Portal
DOI | 10.1007/s00704-018-2712-1 |
Long-term spatial-temporal trends and variability of rainfall over Eastern and Southern Africa | |
Muthoni, Francis Kamau1; Odongo, Vincent Omondi2,3; Ochieng, Justus4; Mugalavai, Edward M.5; Mourice, Sixbert Kajumula6; Hoesche-Zeledon, Irmgard7; Mwila, Mulundu8; Bekunda, Mateete1 | |
发表日期 | 2019 |
ISSN | 0177-798X |
EISSN | 1434-4483 |
卷号 | 137期号:3-4页码:1869-1882 |
英文摘要 | This study investigates the spatial-temporal trends and variability of rainfall within East and South Africa (ESA) region. The newly available Climate Hazards group Infrared Precipitation with Stations (CHIRPS-v2) gridded data spanning 37years (1981 to 2017) was validated against gauge observations (N=4243) and utilised to map zones experiencing significant monotonic rainfall trends. Standardised annual rainfall anomalies revealed the spatial-temporal distribution of below and above normal rains that are associated with droughts and floods respectively. Results showed that CHIRPS-v2 data had a satisfactory skill to estimate monthly rainfall with Kling-Gupta efficiency (KGE=0.68 and a high temporal agreement (r=0.73) while also preserving total amount (beta=0.99) and variability (gamma=0.8). Two contiguous zones with significant increase in annual rainfall (3-15mmyear(-1)) occurred in Southwest Zambia and in Northern Lake Victoria Basin between Kenya and Uganda. The most significant decrease in annual rainfall (-20mmyear(-1)) was recorded at Mount Kilimanjaro in Tanzania. Other significant decreases in annual rainfall ranging between -4 and -10mmyear(-1) were observed in Southwest Tanzania, Central-South Kenya, Central Uganda and Western Rwanda. CHIRPS-v2 rainfall product provides reliable high spatial resolution information on amount of rainfall that can complement sparse rain gauge network in rain-fed agricultural systems in ESA region. The observed spatial-temporal trends and variability in rainfall are important basis for guiding targeting of appropriate adaptive measures across multiple sectors. |
WOS研究方向 | Meteorology & Atmospheric Sciences |
来源期刊 | THEORETICAL AND APPLIED CLIMATOLOGY
![]() |
文献类型 | 期刊论文 |
条目标识符 | http://gcip.llas.ac.cn/handle/2XKMVOVA/90383 |
作者单位 | 1.IITA, POB 10, Arusha, Tanzania; 2.Wageningen Univ, Water Resources Management Grp, POB 47, NL-6700 AA Wageningen, Netherlands; 3.Egerton Univ, Dept Agr Engn, POB 536, Njoro, Kenya; 4.World Vegetable Ctr, POB 10, Arusha, Tanzania; 5.Masinde Muliro Univ Sci & Technol, POB 190-50100, Kakamega, Kenya; 6.Sokoine Univ Agr, Dept Crop Sci & Prod, POB 3005, Morogoro, Tanzania; 7.IITA, PMB 5320,Oyo Rd, Ibadan 200001, Oyo State, Nigeria; 8.Zambia Agr Res Inst, Msekera Res Stn, POB 510089, Chipata, Zambia |
推荐引用方式 GB/T 7714 | Muthoni, Francis Kamau,Odongo, Vincent Omondi,Ochieng, Justus,et al. Long-term spatial-temporal trends and variability of rainfall over Eastern and Southern Africa[J],2019,137(3-4):1869-1882. |
APA | Muthoni, Francis Kamau.,Odongo, Vincent Omondi.,Ochieng, Justus.,Mugalavai, Edward M..,Mourice, Sixbert Kajumula.,...&Bekunda, Mateete.(2019).Long-term spatial-temporal trends and variability of rainfall over Eastern and Southern Africa.THEORETICAL AND APPLIED CLIMATOLOGY,137(3-4),1869-1882. |
MLA | Muthoni, Francis Kamau,et al."Long-term spatial-temporal trends and variability of rainfall over Eastern and Southern Africa".THEORETICAL AND APPLIED CLIMATOLOGY 137.3-4(2019):1869-1882. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。