Ogunyiola, AyorindeGardezi, MaazVij, Sumit2022-08-052022-08-052022-04-211469-3062http://hdl.handle.net/10919/111473Climate-smart agriculture (CSA) is an important discourse among national governments in Africa and international policy circles to increase food productivity, build smallholder farmers' resilience to climate change, and mitigate greenhouse gas emissions. Despite presenting several potential economic and environmental benefits to farmers, its adoption among African smallholder farmers is low. Two important aspects that influence the adoption of CSA are inclusion and exclusion of farmers' local knowledge and how CSA is upscaled among smallholder farmers in Africa. This article uses a systematic review methodology to demonstrate that the existing literature (between 2010-2020) on CSA has substantially addressed issues that hinder its upscaling in Africa, such as heterogeneous farming systems, limited finance, high cost of agricultural inputs, and technology. However, only eight of 30 articles included in the systematic review indicate challenges pertaining to inclusion or exclusion of local knowledge in CSA practices and technologies. Policymakers and academics need to rethink how smallholder farmers' local knowledge can enhance opportunities and fulfil the potential to upscale CSA in Africa.application/pdfenCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 InternationalClimate-smart agriculturelocal knowledgeinclusion and exclusionupscaling climate actionAfricaArticle - Refereedhttps://doi.org/10.1080/14693062.2021.20234512241752-7457