Greenland: A Secure Land Registration Scheme For Blockchain And Ai-enabled Agriculture Industry 5.0.

Abstract

GreenLand Is A Secure And Intelligent Land Registration System Designed To Improve Transparency, Security, And Efficiency In Agricultural Land Management Using Blockchain And Artificial Intelligence Technologies. Traditional Land Registration Systems Rely On Centralized Databases And Manual Verification Processes, Which Are Vulnerable To Document Forgery, Unauthorized Ownership Transfers, Duplicate Registrations, And Data Tampering. The Proposed System Integrates Blockchain Technology, Smart Contracts, Artificial Intelligence Models, And Decentralized Document Storage To Provide A Reliable And Tamper-proof Land Registration Framework. AI Algorithms Including Logistic Regression (LR), Support Vector Machine (SVM), Random Forest (RF), Extreme Gradient Boosting (XGB), And Light Gradient Boosting Machine (LGBM) Classify Land Records As Genuine Or Fraudulent Before Storage. Verified Records Are Stored Using The InterPlanetary File System (IPFS), While Only Hash Values Are Maintained On-chain To Improve Storage Efficiency And Data Integrity. Smart Contracts Automate Verification, Approval, And Ownership Transfer, Minimizing Human Intervention. Experimental Results Confirm The System’s Effectiveness In Fraud Detection, Transaction Security, And Scalability.

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