Current and future potential distribution of maize chlorotic mottle virus and risk of maize lethal necrosis disease in Africa
Publish place: Journal of Crop Protection، Vol: 5، Issue: 2
Publish Year: 1395
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_JCP-5-2_006
تاریخ نمایه سازی: 13 آبان 1402
Abstract:
Maize Lethal Necrosis (MLN), caused by the synergistic effect of maize chlorotic mottle virus (MCMV; Tombusviridae: Machlomovirus) and any potyvirus, has the potential to devastate maize production across Africa. Since the first report in Kenya in ۲۰۱۱, MLN has spread to Tanzania, Uganda, Rwanda, and probably other surrounding countries. To understand the spatiotemporal distribution of MCMV and MLN risk in Africa, we developed ecological niche models using a genetic algorithm (GARP). Model inputs included climatic data (temperature and rainfall) and known detections of MCMV and MLN across Africa. Model performances were more statistically significant (p < ۰.۰۵) than random expectations, with Receivership Operating Curves (ROC) / Area Under Curve (AUC) scores above ۸۶% and Kappa values above ۰.۹۳۶. Field observations generally confirmed model predictions. MCMV and MLN-positive incidences across the region corresponded to a variety of temperature and precipitation regimes in the semi-arid and sub-humid tropical sectors of central and eastern Africa. Ethiopia, Tanzania, and Democratic Republic of Congo have the potential to lose ۶۶۲,۹۷۴, ۶۲۵,۶۹۰ and ۶۱۵,۹۴۰ km۲ potential maizelandmass, respectively. In terms of proportional loss of national maize production area, Rwanda, Burundi, and Swaziland have the potential to lose each ۱۰۰%, and Uganda ۸۸.۱%. Future projections indicate smaller potential areas (-۱۸% and -۲۴% by ۲۰۲۰ and ۲۰۵۰, respectively) but climates consistent with current MCMV distributions and MLN risk are predicted even into the future. In conclusion, MLN risk in Africa is high, hence the need for better allocation of resources in management of MLN, with special emphasis on eastern and central Africa, which are and will remain hotspots for these problems in the future.
Authors
Brian E. Isabirye
Association for Strengthening Agricultural Research in Eastern and Central Africa (ASARECA), Entebbe, Uganda.
Ivan Rwomushana
African Insect Science for Food and Health (ICIPE), Nairobi, Kenya.
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