Modeling performances of maize cultivars under current and future climate scenarios in southern central Ethiopian rift valley

被引:0
|
作者
Markos, Daniel [1 ]
Worku, Walelign [1 ]
Mamo, Girma [2 ]
机构
[1] Hawassa Univ, Sch Plant & Hort Sci, POB 05, Hawassa, Ethiopia
[2] Ethiopian Inst Agr Res, POB 2003, Addis Ababa, Ethiopia
来源
CABI AGRICULTURE & BIOSCIENCE | 2024年 / 5卷 / 01期
关键词
Calibration; DSSAT model; Maize; Simulation; Validation; CERES-MAIZE; CROPPING SYSTEM; YIELD; IMPACT; TEMPERATURE; AGRICULTURE; GENERATION; SIMULATION; AFRICA; WATER;
D O I
10.1186/s43170-024-00232-3
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
Background In southern central rift valley of Ethiopia, maize is an important crop because of its adaptation to wider agro-ecologies and higher yield potential. However, most cultivars were not parameterized to include in the database of Decision Support System for Agro-technology Transfer (DSSAT). As a result simulation of growth and yield of those cultivars was not possible under changing climate.Methods Two set of independent crop, management and soil data were used for calibration and validation of genetic coefficients of maize cultivars (BH-540, BH-546, BH-547, Shala and Shone) under condition of historic weather (1990-2020). Later, we simulated the growth and yield of maize using twenty multimodel climate ensembles across RCP 4.5 and 8.5 during early, medium and late century across Shamana, Bilate, Hawassa and Dilla clusters using DSSATv4.8 model.Results Cultivars BH-540, BH-546, BH-547, Shala and Shone produced yields of 5.7, 5.4, 5.2, 6.9 and 7.4 t ha-1 with the corresponding error percentage of - 0.1, - 0.8, - 1.0, - 6.1 and 2.6%. The results of normalized root mean square were 1.14-4.2 and 3.0-3.9%, for grain yield during calibration and validation, respectively showing an excellent rating. The simulation experiment produced 5.4-9.2 t ha-1 for grain yield of maize cultivars across the study areas, which is likely to fall close to 63.3% by 2070 if right adaptation options are not introduced necessitating switch in cultivars and production areas.Conclusions There is critical need for reduction of GHGs emissions, generation of innovative adaptation strategies, and development of drought and heat stress tolerant maize cultivars. Hence, researchers and policy makers shall act with utmost urgency to embark with breeding programs that target climate change adaptation traits in maize crop.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Spatial forecasting of switchgrass productivity under current and future climate change scenarios
    Behrman, Kathrine D.
    Kiniry, James R.
    Winchell, Michael
    Juenger, Thomas E.
    Keitt, Timothy H.
    ECOLOGICAL APPLICATIONS, 2013, 23 (01) : 73 - 85
  • [32] Integrated Modeling of Land Degradation Dynamics and Insights on the Possible Future Management Alternatives in the Gidabo River Basin, Ethiopian Rift Valley
    Girma, Rediet
    Moges, Awdenegest
    Fuerst, Christine
    LAND, 2023, 12 (09)
  • [33] A distributed wind downscaling technique for wave climate modeling under future scenarios
    Alizadeh, Mohamad Javad
    Kavianpour, Mohamad Reza
    Kamranzad, Bahareh
    Etemad-Shahidi, Amir
    OCEAN MODELLING, 2020, 145 (145)
  • [34] Modeling suitable climate for Eucalyptus grandis under future climates scenarios in Brazil
    Garcia, Lara Gabrielle
    de Barros Ferraz, Silvio Frosini
    Alvares, Clayton Alcarde
    Micchi de Barros Ferraz, Katia Maria Paschoaletto
    Victoria Higa, Rosana Clara
    SCIENTIA FORESTALIS, 2014, 42 (104): : 503 - 511
  • [35] Assessment of future climate change impact on water balance components in Central Rift Valley Lakes Basin, Ethiopia
    Balcha, Sisay Kebede
    Awass, Adane Abebe
    Hulluka, Taye Alemayehu
    Bantider, Amare
    Ayele, Gebiaw T.
    JOURNAL OF WATER AND CLIMATE CHANGE, 2023, 14 (01) : 175 - 199
  • [36] Predicting areas suitable for wheat and maize cultivation under future climate change scenarios in Pakistan
    Khubaib, Nusaiba
    Asad, Saeed A.
    Khalil, Tayyaba
    Baig, Ayesha
    Atif, Salman
    Umar, Muhammad
    Kropp, Juergen P.
    Pradhan, Prajal
    Baig, Sofia
    CLIMATE RESEARCH, 2021, 83 : 15 - 25
  • [37] Projecting Soil Organic Carbon Distribution in Central Chile under Future Climate Scenarios
    Rojas, Luis A. Reyes
    Adhikari, Kabindra
    Ventura, Stephen J.
    JOURNAL OF ENVIRONMENTAL QUALITY, 2018, 47 (04) : 735 - 745
  • [38] Current and Future Distribution of Shihuahuaco (Dipteryx spp.) under Climate Change Scenarios in the Central-Eastern Amazon of Peru
    Cardenas, Gloria P.
    Bravo, Nino
    Barboza, Elgar
    Salazar, Wilian
    Ocana, Jimmy
    Vazquez, Miguel
    Lobato, Roiser
    Injante, Pedro
    Arbizu, Carlos I.
    SUSTAINABILITY, 2023, 15 (10)
  • [39] Biogeography of the theileriosis vector, Rhipicephalus appendiculatus under current and future climate scenarios of Zimbabwe
    Nemaungwe, Tinotenda M.
    van Dalen, Ellie M. S. P.
    Waniwa, Emily O.
    Makaya, Pious V.
    Chikowore, Gerald
    Chidawanyika, Frank
    EXPERIMENTAL AND APPLIED ACAROLOGY, 2023, 90 (1-2) : 67 - 82
  • [40] Applying RUSLE for soil erosion estimation in Romania under current and future climate scenarios
    Patriche, Cristian Valeriu
    GEODERMA REGIONAL, 2023, 34