Harnessing artificial intelligence and remote sensing in climate-smart agriculture: the current strategies needed for enhancing global food security

Cogent Food & Agriculture, Journal Year: 2025, Volume and Issue: 11(1)

Published: Jan. 20, 2025

Global food security is seriously threatened by climate change, which calls for creative agricultural solutions. However, little known about how different smart technologies are integrated to enhance security. As a strategic reaction these difficulties, this review investigates the incorporation of remote sensing (RS) as well artificial intelligence (AI) into climate-smart agriculture (CSA). This demonstrates advances can improve resilience, productivity, and sustainability utilizing AI's capacity predictive analytics, crop modelling, precision agriculture, along with RS's strengths in projections, land management, continuous surveillance. Several important tactics were covered, such combining AI RS regulate risks, maximize resource utilization, practice choices. The also discusses issues like policy frameworks, building, accessibility that prevent from being widely adopted. highlights further CSA offers insights they help ensure systems remain secure changing climates.

Language: Английский

UAS-based remote sensing for agricultural Monitoring: Current status and perspectives

Computers and Electronics in Agriculture, Journal Year: 2024, Volume and Issue: 227, P. 109501 - 109501

Published: Oct. 15, 2024

Language: Английский

Enhancing global agricultural monitoring system for climate-smart agriculture

Climate smart agriculture., Journal Year: 2024, Volume and Issue: unknown, P. 100037 - 100037

Published: Nov. 1, 2024