Manual monitoring and maintenance of agricultural fields
Research gap analysis derived from 4 agriculture papers in our local library.
The gap
Manual monitoring and maintenance of agricultural fields. Inefficient irrigation systems. Limited access to real-time environmental data.
Evidence profile
Sourced from the stated research gap and stated challenges of the source papers, classified as general, spanning 4 journals.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 5 representative gaps
- AI Based Automated Fertilizer Dispenser System (2026) · International Research Journal on Advanced Engineering Hub (IRJAEH) · doi
The lack of accessible precision agricultural tools for farmers. The need for a cost-effective and automated fertilizer dispenser system.
generalstated research gapKeywords: lack accessible precision agricultural tools farmers need cost-effective - NDVI-Based Machine Learning System for Precision Agriculture (2026) · DMPedia Lecture Notes in Computer Science & Engineering · doi
Traditional methods of managing land are no longer effective, and there is a need for tools built on live data. There is a need for a scalable and sustainable solution for precision agriculture.
generalstated research gapevidence 5/5Keywords: traditional methods managing land longer effective there need - IOT BASED SMART AGRICULTURE MONITORING AND IRRIGATION SYSTEM (2026) · INTERNATIONAL JOURNAL OF AGRICULTURAL SCIENCE AND TECHNOLOGY · doi
The need for a cost-effective and efficient solution for precision agriculture. The need for a system that can enable real-time monitoring and automated irrigation. The need for a system that can improve irrigation efficiency and optimize water utilization.
generalstated research gapevidence 5/5Keywords: need cost-effective efficient solution precision agriculture system enable - IoT-Driven Smart Crop Health Monitoring and Advisory System (2026) · International Journal for Research in Applied Science and Engineering Technology · doi
The lack of integration of data-driven solutions in Indian agriculture.- The need for a system that provides real-time monitoring and decision-making for farmers.
generalstated research gapevidence 5/5Keywords: lack integration data-driven solutions indian agriculture need system - IOT BASED SMART AGRICULTURE MONITORING AND IRRIGATION SYSTEM (2026) · INTERNATIONAL JOURNAL OF AGRICULTURAL SCIENCE AND TECHNOLOGY · doi
Manual monitoring and maintenance of agricultural fields. Inefficient irrigation systems. Limited access to real-time environmental data.
generalstated challengesevidence 4/5Keywords: manual monitoring maintenance agricultural fields inefficient irrigation systems
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