Big data is the concept of enormous amounts of data being generated daily in different fields
due to the increased use of technology and internet sources. Despite the various …

Soil moisture is a critical component of the climate system due to the link it provides between
atmospheric and terrestrial energy, water, and carbon cycles. A better understanding of …

In the traditional irrigation process, a huge amount of water consumption is required which
leads to water wastage. To reduce the wasting of water for this tedious task, an intelligent …

Soil moisture is a critical limiting factor for crop growth. Accurate soil moisture prediction
helps to schedule irrigation and improve the crop production. A soil moisture prediction …

Soil moisture is one of the essential variables of the water cycle, and plays a vital role in
agriculture, water management, and land (drought) and vegetation cover change as well as …

Irrigation, fertilisation, and crop rotation has gained paramount importance in the agricultural
industry. Technological advances motivate farmers to achieve optimum crop yields …

Time series modeling is a way to predict future values by examining temporal data. The
present study analyzes the monthly mean soil moisture data at various depths: surface …

Agriculture is one of the most essential industries since it provides food for the entire
population worldwide. Maintaining limited water resources is a challenging problem in this …

Subsurface soil moisture is a primary determinant for root development and nutrient
transportation in the soil and affects the tractability of agricultural vehicles. A statistical …

The typical farming procedure requires a significant quantity of water use, which results in
water waste. An automatic watering technology is desperately required to decrease the …