Accurate and timely wheat yield prediction is of great importance to global food security.
Early prediction of wheat yield at a field scale is essential for site-specific precision …

Agriculture plays a vital role in the food production process that occupies nearly one-third of
the total surface of the earth. Rice is propagated from the seeds of paddy and it is a stable …

A robust forecast of rice yields is of great importance for medium-to-long-term planning and
decision-making in cereal production, from regional to national level. Incorporation of …

The agricultural sector is more vulnerable to the adverse effects of climate change and
excessive pesticide application, posing a significant risk to global food security. Accurately …

Rice crop production had greatly contributed to the food security of India, with over 40% of
the entire crop production. Its productivity depends on favourable weather conditions …

Black soil plays an important role in maintaining a healthy ecosystem, promoting high-yield
and efficient agricultural production, and conserving soil resources. In this paper, a typical …

A dataset containing 1924 observations used in this study to evaluate the effect of 435
different independent variables on one dependent variable. Big data has some issues such …

Crop yield prediction is a challenging task towards precision agriculture. In particular, paddy
is one of the world's significant cereal crops and thus crucial for crop management and …

The agriculture sector faces numerous challenges, such as the selection of profitable
vegetable crops, the reduction of surplus vegetable stocks, and the minimization of product …

Paddy is a major crop in India which is highly affected by the weather variables resulting in
drastic reduction of its yield; adverse all the variables drastically reduce the paddy yield. In …