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Table of Content
Volume 7 Issue 4, 26 December 2025
Knowledge Discovery and Its Application in Rice Breeding Using Large Language Models
LI Jiao, XIAN GuoJian, HUANG YongWen, LUO TingTing, SUN Tan, MA WeiLu

As the core carrier of the national germplasm security strategy, knowledge discovery research in rice breeding is of great significance. The rapid development of biotechnology and information technology has driven explosive growth in r...

2025, 7(4):  421-430.  Doi: 10.19788/j.issn.2096-6369.000123
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A Method for Parsing and Importing Agricultural Multi-Ontologies Based on Graph Databases
CHEN XiaoJing, LI Wei, FAN JingChao, YAN Shen, ZHANG JianHua, ZHOU GuoMin

Integrating complex and large-scale agricultural ontologies into a unified framework is crucial for eliminating data silos across platforms, optimizing the standardization of agricultural knowledge representation, and enhancing informa...

2025, 7(4):  431-445.  Doi: 10.19788/j.issn.2096-6369.000125
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Multimodal Data Fusion-Driven Virtual Electronic Fence Livestock Presence Judgment Model for Field Pastures
LI ShiJie, KONG FanTao, CAO ShanShan, SUN Wei

Physical fences such as barbed wire laid in traditional wild pastures are not conducive to livestock transhumance, wildlife migration and grassland ecological connectivity, and the existing virtual electronic fences are mostly localize...

2025, 7(4):  446-457.  Doi: 10.19788/j.issn.2096-6369.000115
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Design and Application of Online Analysis Engine of Agricultural Science Data
LI JiaLe, HE ZiKang, YAO Qiong, ZHAO XiaoYan, ZHOU GuoMin, ZHANG JianHua

Aiming at the problems of data enrichment, difficult knowledge transformation, high data barriers of existing tools, missing semantics, and insufficient flexibility in the era of agricultural big data, this study designs and develops a...

2025, 7(4):  458-467.  Doi: 10.19788/j.issn.2096-6369.000131
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Research on the Architecture and Key Technologies of Agricultural and Rural Data Fusion Service Platforms
HA XiaoLin, LI Jie, YUAN YuHui, ZHANG ZiYi, LIANG MinYan

With the advancement of the digital rural strategy, the agricultural and rural sectors are increasingly demanding data resource integration, business collaboration, and intelligent services. This paper proposes a design scheme for an a...

2025, 7(4):  468-484.  Doi: 10.19788/j.issn.2096-6369.000130
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Unveiling AlphaFold’s Iterative Breakthroughs: Data Strategy Insights from a Scientific Perspective
OUYANG ZhengZheng, MA YuCong, KOU YuanTao, XIAN GuoJian, WANG Hui, ZHAO Qun

The transformative breakthroughs of the AlphaFold series in structural biology are often attributed to algorithmic advances, yet the critical role of its evolving data strategy remains underexplored. Adopting a data-centric perspective...

2025, 7(4):  485-495.  Doi: 10.19788/j.issn.2096-6369.000136
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Public Opinion Mining and Analysis of Shine-Muscat Grapes Based on Weibo Big Data
FENG JianYing, MIAO JingBang, YANG ZiHan, ZHANG Le, MU WeiSong

In recent years, the Shine-Muscat grape has rapidly expanded in the Chinese market due to its unique taste. However, the expansion of its cultivation scale has led to issues such as quality differentiation and price fluctuations, which...

2025, 7(4):  496-505.  Doi: 10.19788/j.issn.2096-6369.000113
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An Analysis of the Dilemmas in the Development and Utilization of Rural Land Data and the Rule of Law Paths
LI ChangJian, SHANG ShouChuang

The data characteristics and public attributes of rural land data determine that its development and utilization differ from general data, necessitating a re-examination of the subjects, rights protection, and institutional frameworks ...

2025, 7(4):  506-518.  Doi: 10.19788/j.issn.2096-6369.000117
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Epidemic Dynamics Dataset for Chicken Major Diseases in 2024
MA XiuLi, LIU CunXia, XU HuaiYing, GUO XiaoZhen, LIU LiPing, GAO YueHua, ZHU Tong, JU Yan, YU KeXiang, HU Feng, LV JunFeng, ZHAO QiaoYa, HUANG Bing, LI YuFeng, QIN ZhuoMing, LIU XiaoQun

In recent years, the continuous development of large-scale poultry farming has brought new challenges, especially under the pressure of vaccine immunization, the pathogens of major chicken diseases such as H9N2 subtype avian influenza ...

2025, 7(4):  519-531.  Doi: 10.19788/j.issn.2096-6369.100061
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Detection Dataset of Multiple Taq-Man Real-time PCR for Fowl Aviadenoviruses
WANG LiLi, SHE YanFeng, ZHAO HaiMing, LI FuQiang, CUI SongQi, GUO XiaoRan, LI E, SUN HuiZhong, LI PengFei, REN WeiKe, TIAN ChunLi, YAN MingHua

Several serotypes of fowl aviadenoviruses were the aetiologic agent of hydro-pericardium-hepatitis syndrome (HHS), inclusion body hepatitis (IBH) and gizzard erosion (GE) in chicken farms. Outbreaks of these had been documented in mult...

2025, 7(4):  532-542.  Doi: 10.19788/j.issn.2096-6369.100063
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2024−2025 Dataset of Air and Soil Temperature and Humidity for Greenhouse-Grown Vegetables in Beijing
ZHANG ShiRui, JIA YuXuan, LI YouLi, GUO YuanYuan, QU MingShan, ZHANG Xin

The greenhouse vegetable industry is one of the important planting sectors in Beijing's urban modern agriculture and a key source of income growth for farmers in the suburbs of Beijing. East-west ridge planting reduces the number of ri...

2025, 7(4):  543-550.  Doi: 10.19788/j.issn.2096-6369.100067
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2024 Henan Province Rural Education Investment and Consumption Preference Survey Statistical Dataset
DAI JiaMin, AILIFEIRE Wufuer, ZHANG Hong

Educational expenditure has increasingly become an important component of rural household consumption structures, reflecting strategic choices in human capital investment and shifts in consumption perceptions. To gain an in-depth under...

2025, 7(4):  551-560.  Doi: 10.19788/j.issn.2096-6369.100069
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