**Peer Review Journal ** DOI on demand of Author (Charges Apply) ** Fast Review and Publicaton Process ** Free E-Certificate to Each Author

Current Issues
     2026:7/1

International Journal of Artificial Intelligence Engineering and Transformation

ISSN: 3051-3383 (Print) | 3051-3391 (Online) | Impact Factor: 8.40 | Open Access

Impact of Cliate Change on Crop Yield and Resilience: A Comprehensive Analysis

Full Text (PDF)

Open Access - Free to Download

Download Full Article (PDF)

Abstract

The COVID-19 pandemic precipitated an unprecedented collapse of international supply chains, exposing critical vulnerabilities in the globally interconnected production networks that had evolved over decades. This study provides a comprehensive analysis of supply chain disruptions, adaptation strategies, and recovery patterns during the pandemic period from 2020-2023. Using data from major multinational corporations, logistics providers, and trade statistics, we examine how supply chains across different industries experienced cascading failures, implemented emergency responses, and evolved toward more resilient configurations. Our findings reveal that initial supply chain collapses were most severe in industries with high geographic concentration, complex multi-tier structures, and just-in-time inventory systems. The automotive sector experienced the most dramatic disruptions with production halts affecting 94% of global facilities, while essential goods supply chains demonstrated greater resilience through rapid adaptation and government support. Recovery patterns varied significantly by industry and geography, with technology and pharmaceutical sectors achieving full recovery by mid-2021, while automotive and apparel industries faced prolonged challenges through 2022. The pandemic accelerated fundamental shifts toward supply chain regionalization, diversification, and digital transformation, with 78% of surveyed companies reporting structural changes to their supply chain strategies. These findings have important implications for supply chain design, risk management, and industrial policy in the post-pandemic era.

How to Cite This Article

Pankaj Bhargav (2020). Impact of Cliate Change on Crop Yield and Resilience: A Comprehensive Analysis . International Journal of Artificial Intelligence Engineering and Transformation (IJAIEAT), 1(1), 06-11.

Share This Article: