Arun Kumar

AI and IoT in Precision Water Management for Crops

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Agriculture, as the backbone of many economies, is increasingly challenged by the twin pressures of climate variability and water scarcity. With nearly 70% of global freshwater withdrawals attributed to irrigation, optimizing water usage in agriculture has become imperative ( FAO, 2017 ). …

AI-Enhanced Forecasting for Water Needs in Crop Production

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Water is one of the most critical inputs in agricultural production, directly affecting crop growth, productivity, and resilience against climate variability. With growing concerns about water scarcity, erratic weather patterns due to climate change, and rising food demand, there is an increasing …

Next-Gen Agriculture: AI and the Future of Water Productivity

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

The accelerating climate crisis, intensifying water scarcity, and the global challenge of ensuring food security for a rapidly growing population have driven the transformation of agriculture into a data- driven, technologically enhanced domain. At the center of this transformation is artificial intelligence …

Deep Learning in Agricultural Water Resource Management

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Deep learning, a subfield of machine learning rooted in artificial neural networks, has emerged as a transformative tool in the management of agricultural water resources. By leveraging its capacity for pattern recognition, prediction, and decision-making, deep learning offers promising advancements in addressing …

Optimizing Water Productivity in Agriculture with AI and Automation

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Water scarcity represents one of the most pressing challenges facing global agriculture in the 21 st century. With climate change altering precipitation patterns, groundwater depletion accelerating, and population growth driving increased food demand, the agricultural sector must fundamentally transform its relationship with …

AI in Water Resource Planning for Sustainable Crop Growth

R. K. Naresh, R. K. Gupta, Rajbir Garg, RK Sohane et autres

The increasing demand for food, driven by the growing global population, coupled with the scarcity of freshwater resources, has intensified the need for sustainable agricultural practices. Water resource planning has become a critical component in ensuring food security, especially in regions prone …

Introduction

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Agriculture, the foundation of human civilization, has evolved immensely through the centuries, yet it continues to face an enduring and pressing challenge: the effective and efficient use of water. As climate change intensifies and freshwater resources become increasingly scarce, managing water for …

Intelligent Water Management: AI Approaches for Crop Sustainability

R. K. Naresh, R.K. Gupta, Rajbir Garg, R. K. Sohane et autres

Water is a critical resource for agriculture, and its sustainable management is becoming increasingly complex due to climate change, population growth, and the intensification of farming practices. The agricultural sector alone accounts for approximately 70% of global freshwater withdrawals, emphasizing the urgent …

Sustainable Crop Irrigation: AI and Automation for Smart Water Use

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Water scarcity and inefficient irrigation practices have emerged as significant constraints in agriculture, particularly in arid and semi-arid regions, where agriculture accounts for over 70% of total freshwater consumption. Traditional irrigation methods often result in significant water losses due to over-irrigation, leaching, …

AI and Smart Sensors: Transforming Water Use in Farming

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

AI for Water Security in Agriculture: Strategies and Applications

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

Water security has emerged as one of the most pressing global challenges, particularly in the agricultural sector, which consumes over 70% of the world’s freshwater resources. Climate change, erratic weather patterns, groundwater depletion, and inefficient irrigation practices have further exacerbated the water …

Automated Irrigation Systems: AI and Robotics in Water Management

R. K. Naresh, R. K. Gupta, Rajbir Garg, R. K. Sohane et autres

The increasing pressure on global freshwater resources, driven by population growth, climate change, and intensive agricultural practices, has necessitated innovative approaches to sustainable water management. Agriculture alone accounts for approximately 70% of global freshwater withdrawals, making it imperative to adopt efficient irrigation …