To address the limitation of drought assessment and early warning methods relying primarily on single meteorological indicators in accurately reflecting sugarcane growth, this study constructs an intelligent method for identifying suga...

In real farmland scenarios, some pest species are difficult to collect, resulting in very limited sample sizes. Traditional detection methods struggle to achieve reliable detection and classification performance under such few-shot con...

To address the nonlinear, non-stationary, and high-noise characteristics of main vegetable price series in Hebei Province, as well as the problem that the kernel extreme learning machine (KELM) relies on empirical parameter settings, w...

False underwriting and false claims are important risks constraining the high-quality development of agricultural insurance in China. They not only affect the efficiency of fiscal subsidy use, but also weaken the risk protection functi...

To address the current issues in the red jujube domain, including fragmented knowledge systems, delayed updates, insufficient personalization of knowledge services, and low service quality and efficiency, and to meet the practical need...

With the further advancement of the digital rural strategy, collaboration and data sharing in the agricultural and rural fields, its openness and intelligence have brought severe security challenges, which are directly related to natio...

The evolution of smart agriculture has revealed a significant "large-farm bias," leaving 500 million smallholders worldwide at risk of systematic marginalization within algorithmic iterations. Exposing these structural inequalities and...

High-quality agricultural datasets are fundamental resources that support the development of intelligent agricultural models, digital agriculture applications, and scientific decision-making. The effectiveness of their construction dep...

Ladybugs are important predatory natural enemies in ecosystems, playing a critical role in suppressing pest population growth and maintaining ecosystem stability. In this study, we systematically reviewed and evaluated the current stat...

Predatory mites prey on a wide range of small insect pests and phytophagous mites and therefore play important roles in agricultural ecosystems and biological control. In the context of reduced reliance on chemical pesticides, the deve...

Pear ring rot is one of the main pear diseases caused by Botryosphaeria fungi, which mainly harms pear leaves, branches, and fruits, seriously affecting pear yield and quality, and causing significant economic losses to the industry. T...

The biological resources were abundant and diverse in Hainan because of the unique geographical environment and climatic conditions. Menochilus sexmaculata (Fabricius), as one of the dominant predatory natural enemies in this re...