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Table of Content
Volume 8 Issue 1, 26 March 2026
Progress of Agricultural Big Data Research (2025)
WU Lei, MA XiaoMin, SUN Wei, ZHANG XueFu

To depict the global landscape of agricultural big data research from 2020 to 2024, this study reveals its core trends, emerging frontiers, and the differentiated development paths of key participating countries. Based on 50,502 papers...

2026, 8(1):  1-18.  Doi: 10.19788/j.issn.2096-6369.200008
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The Upgrade of Artificial Intelligence Cognitive Paradigms and the Dawn of the Quantum Remote Sensing Era
MAO KeBiao

Artificial intelligence theories and technologies, particularly deep learning, demonstrate immense potential in bridging macroscopic and microscopic cognition, opening innovative pathways for cross-scale isomorphic mapping and high-fid...

2026, 8(1):  19-23.  Doi: 10.19788/j.issn.2096-6369.200009
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Application of Deep Learning in Crop Gene Editing Technology and Research Progress
ZHAO XiaoYan, ZHOU HuanBin, ZHOU GuoMin, ZHANG JianHua

In recent years, gene editing technology has developed rapidly and has become a core tool for basic gene function research and biological breeding. And with the growth of computers and big data driving the application of deep learning ...

2026, 8(1):  24-35.  Doi: 10.19788/j.issn.2096-6369.000120
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Ensemble Integration Model and Its Application in Flour Price Forecasting
XUAN Tong, XIU ZiHan, CHU HongLong

Food security is a fundamental priority for the nation, the cornerstone of national security, and the baseline for economic security. Wheat is a primary grain crop in China, and flour, as its main processed product, has price fluctuati...

2026, 8(1):  36-47.  Doi: 10.19788/j.issn.2096-6369.000146
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Design and Application of an Integrated Platform for Agricultural Catastrophe Risk Analysis and Intelligent Decision-Making
KONG LiSha, WU HuanPing, LI Yu, XIE NengFu, LIU Bei, XIAO FengJin, XUE XiaoPing, GUO Cui

To meet the full-chain demands of agricultural disaster monitoring and identification, dynamic early warning, yield prediction, loss assessment and insurance claims, and to effectively support multi-scenario, multi-user agricultural ca...

2026, 8(1):  48-58.  Doi: 10.19788/j.issn.2096-6369.000137
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Design and Application Research of an Intelligent Irrigation Management Platform Based on a Cloud-Edge-Device Collaborative Architecture
CHEN HongLv, LI JingJing, SUN JiaZe, HAN FuRong, DUAN JiangFeng, ZHENG WenGang

The informatisation of agricultural irrigation management represents a crucial direction for future sustainable agricultural development. However, existing control platforms suffer from limitations in decision-making model capabilities...

2026, 8(1):  59-71.  Doi: 10.19788/j.issn.2096-6369.000144
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Research on the Coupling Coordination and Barrier Factors between Digital Village Construction and Agricultural Green Development in the Yellow River Basin, China
LI MengXuan

The development of digital rural areas and agricultural green development form an integrated organic entity characterized by deep integration and positive interaction. Their synergistic evolution is pivotal in driving the modernization...

2026, 8(1):  72-85.  Doi: 10.19788/j.issn.2096-6369.000132
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Quantitative Modeling and Differentiation Strategies of Shocks to Local Agricultural Products in Hainan under the Customs Closure Operation in Hainan
LI JiaLe, PAN LangLang, HAO RuiLong, ZHOU ZhongShi, ZHANG JianHua, LIU HaiQing, YU GuoPing

Hainan will officially launch the closure of the island-wide FTTP on 18 December 2025, and the proportion of ‘zero-tariff’ commodities will jump from 21% to 74%, which will have a strong impact on Hainan's local agricultural products m...

2026, 8(1):  86-97.  Doi: 10.19788/j.issn.2096-6369.000138
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A Panoramic Guide to Multi-Omics Data Resources for Soybean
CAO YongRong, REN SiWei, XIE HaiXia, SHAO ZhouQin, TIAN DongMei, SONG ShuHui

With the rapid development of sequencing technologies and high-throughput phenotyping approaches, soybean research has entered an era of rapid accumulation of multi-omics data. These data encompass multiple dimensions, including genomi...

2026, 8(1):  98-112.  Doi: 10.19788/j.issn.2096-6369.000151
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Review of Image Datasets for Field Crop Pest and Disease Management
ZHAO XiaoDan, HU Lin, LIU TingTing

Food security is a critical foundation for national stability and economic development, while pest and disease outbreaks in field crops pose a severe threat to grain production, necessitating efficient and precise monitoring and contro...

2026, 8(1):  113-127.  Doi: 10.19788/j.issn.2096-6369.100048
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Arabidopsis Interacting Protein Knowledge Graph Dataset
ZHANG DanDan, ZHAO RuiXue, KOU YuanTao, XIAN GuoJian, LIU JianGuo

In crop breeding research, protein complexes formed through protein-protein interactions often bind to the promoters of downstream genes to regulate gene transcription, playing a crucial role in biological functions. Therefore, the pot...

2026, 8(1):  128-134.  Doi: 10.19788/j.issn.2096-6369.100064
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A Survey Dataset on the Attitudes and Consumption Intentions of Chinese Residents Towards Alternative Protein Foods Under the Perspective of Big Food
MIN Shi, ZHANG ShaoChun, SONG Long, YANG MinDa

Against the backdrop of persistent global challenges in food security and malnutrition, adopting the Big Food View and exploring alternative protein sources hold profound significance for the sustainable development of the food industr...

2026, 8(1):  135-140.  Doi: 10.19788/j.issn.2096-6369.100068
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