Oct 2026· Iconic research and engineering journals· 0 citations· 11 references
TL;DR
It is indicated that integrating AI with sustainable agricultural practices can improve farm productivity, resource-use efficiency, climate resilience and farmers’ decision -making, however, inadequate digital infrastructure, limited technical skills, high technology costs, poor internet connectivity, insufficient agricultural data and weak extension services may constrain adoption.
Abstract
-Climate change poses a serious threat to agricultural productivity, rural livelihoods and food security in Enugu State, Nigeria. Rising temperatures, irregular rainfall, flooding, soil degradation and erosion increase farmers’ vulnerability and may reduce crop yields. Artificial Intelligence (AI) provides emerging opportunities to address these challenges through data-driven and climate-smart agricultural practices. This paper examines the role of AI, climate-change adaptation and sustainable agriculture in improving food security in Enugu State. The study adopts a qualitative desk-review approach, drawing on relevant scholarly literature, policy documents and institutional reports. It examines AI applications in weather forecasting, crop and soil monitoring, pest and disease detection, precision farming, irrigation management, yield prediction and digital agricultural extension services. The review indicates that integrating AI with sustainable agricultural practices can improve farm productivity, resource-use efficiency, climate resilience and farmers’ decision -making. However, inadequate digital infrastructure, limited technical skills, high technology costs, poor internet connectivity, insufficient agricultural data and weak extension services may constrain adoption, particularly among smallholder farmers. The paper recommends investment in digital infrastructure, farmer training, affordable AI technologies, research, extension services and supportive policies to strengthen sustainable food production and food security in Enugu State.
A review systematically synthesizes recent literature on AI applications in ClimateSmart Agriculture, focusing on four key thematic areas: crop yield prediction, weather and climate forecasting, irrigation and water management, and pest and disease detection under climate stress, concluding that AI holds strong potenti...
S. G. Attipoe· International Journal of Inn...· 0 citations
Climate change poses a serious challenge to global food security, where agriculture will need to be highly productive, adaptive to climate change, and also less emission of greenhouse gases into the atmosphere. Climate-smart agriculture (CSA) plays a central role in addressing these challenges, but its popularity, espe...
A. Liyanage· Journal of Multidisciplinary...· 0 citations
Agriculture and food security are central to sustainable development in Bangladesh and South Asia, where millions of smallholder farmers depend on agriculture for their livelihoods and where food systems face increasing pressures from climate change, natural resource degradation, population growth, market volatility, a...
Climate change poses a significant threat to agricultural sustainability through rising temperatures, erratic rainfall patterns, and the increasing frequency of extreme weather events. Bihar, one of India's most climate-vulnerable agricultural states, faces considerable challenges in sustaining agricultural productivit...
Abdus Sattar, R. Jha, Shreya Anand· Frontiers in Sustainable Foo...· 0 citations
This study investigates the role of Climate-Smart Agriculture (CSA) and agroecology in
enhancing agricultural resilience and food security in the face of climate change in Africa.
Through a comprehensive review of existing literature, case studies, and policy frameworks, the
research explores how these adaptive strateg...
Ayobami Samuel Owoyemi· IIARD International Journal...· 0 citations
Africa stands at the crossroads of two defining 21st-century challenges: climate change and food
insecurity. The continents agricultural systems are increasingly disrupted by rising temperatures,
erratic rainfall, and extreme weather events, exacerbating hunger, poverty, and rural
vulnerability. At the same time, Artif...
I. Adamaagashi· International Journal of Agr...· 0 citations
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