Search
An integrated approach of remote sensing and geospatial analysis for modeling and predicting the impacts of climate change on food security

January 19, 2023 | Scientific Reports 

Introduction: Climate change threatens agriculture, infrastructure, and local communities. Monitoring and predicting climate impacts on food security is essential, requiring advanced technologies like remote sensing and machine learning. Yet, integrated approaches remain scarce, especially in assessing frost impacts. An Iranian research team formed by University of Tabriz, Isfahan University of Technology, Bu-Ali Sina University team up with researchers based in Italy and US to analyze climate effects on food security in the Lake Urmia Basin. 

Key findings: Through remote sensing and advanced modeling techniques, the research assesses changes in agricultural lands (AL) and frost-affected areas over the past two decades. Results indicate a decrease in AL and an increase in frost-affected areas, threatening food production. Analyses of various environmental variables reveal correlations between factors like temperature, precipitation, and soil quality with food security. Moreover, predictive modeling suggests worsening food security conditions in the future. The study highlights the urgency of addressing climate-induced challenges in the Lake Urmia Basin to safeguard food production and mitigate potential environmental crises.

Read more

 

Fig. | An overview of the presents study methodology. 

Viewed Articles
An integrated approach of remote sensing and geospatial analysis for modeling and predicting the impacts of climate change on food security
January 19, 2023 | Scientific Reports |  Introduction: Climate change threatens agriculture, infrastructure, and local communities. Monitoring and predicting climate impacts on food security is essent
Read More
A vision-based robotic system for precision pollination of apples
March 9, 2025 | Computers and Electronics in Agriculture |Introduction: Declining natural pollinators due to climate change, habitat loss, and pesticide use threaten yields of pollination-dependent tr
Smart irrigation monitoring and control strategies for improving water use efficiency in precision agriculture: A review
February 1, 2022 | Agricultural Water Management | Introduction: This review, conducted by researchers from the University for Development Studies and Kwame Nkrumah University of Science and Technolog
Prediction-based breeding: Modern tools to optimize and reshape programs
October 09, 2025 | Crop Science |  Introduction: Traditional plant breeding often prioritizes explanatory models to understand biological mechanisms, which can limit the generalizability of selection
Agentic artificial intelligence-driven digital twin for real-time irrigation control with fuzzy sustainability objectives
April 15, 2026 | IJOCTA | Introduction: Real-time irrigation management faces a fundamental challenge: existing frameworks typically use either static optimization models or reactive threshold-based c
Innovative processes in smart packaging. A systematic review
March 13, 2022 | Journal of the Science of Food and Agriculture | Source |  Introduction: Food loss and waste are major environmental concerns, contributing to 29% of global GHG emissions, with especi
TOP