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Table of Content
Volume 6 Issue 4, 26 December 2024
Progress of Agricultural Big Data Research (2024)
Agricultural Information Institute of CAAS
2024, 6(4):  433-468.  Doi: 10.19788/j.issn.2096-6369.200003
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Strongly Promote the Construction of Smart Agriculture, Accelerate the Formation of New Quality Productive Forces in Agriculture
WANG XiaoBing, LIU Yang, LIANG Dong, KANG Ting, KANG ChunPeng, YIN RuiFeng, CHEN Sha, REN YuJue, XU Yang

Agriculture is the most fundamental and representative traditional industry, and accelerating the construction of an agricultural powerhouse requires the cultivation and development of new quality productive forces in agriculture. Digi...

2024, 6(4):  469-475.  Doi: 10.19788/j.issn.2096-6369.000054
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Research on the Realization Path of Digital Platform Enabling Common Prosperity: A Case Study of the Agricultural-Expo Online in Zhejiang
WANG YanJiong, LIU Chang, CHEN HuiJie, TANG Yan, HUO ZengHui, CHEN FuQiao

Digital platform is an important opportunity for major players to seize the commanding heights of a new round of science and technology industrial revolution, which effectively links producers and consumers in a low-cost, highly inclus...

2024, 6(4):  476-484.  Doi: 10.19788/j.issn.2096-6369.000049
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Ontology Construction in the Field of Wheat Sharp Eyespot Control
LIU KeYi, CUI YunPeng, GU Gang, WANG Mo

Wheat Sharp Eyespot is a soil-borne fungal disease commonly found in China's wheat areas, which can occur throughout the entire reproductive period of wheat and has a great impact on the yield and quality of wheat in China. By construc...

2024, 6(4):  485-496.  Doi: 10.19788/j.issn.2096-6369.000011
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Severity Recognition Method of Field Wheat Fusarium Head Blight Based on AR Glasses and Improved YOLOv8m-seg
XU Wei, ZHOU JiaLiang, QIAN Xiao, FU ShouFu

Timely detection of the severity of Fusarium head blight in the field and taking corresponding prevention and control measures based on the severity of the disease can improve the quality of wheat production. The current methods for id...

2024, 6(4):  497-508.  Doi: 10.19788/j.issn.2096-6369.000065
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D-PAG: Cross-modal Wolfberry Pest Recognition Model Based on Parameter-Efficient Fine-Tuning
XING JiaLu, LIU JianPing, ZHOU GuoMin, LIU LiBo, WANG Jian

With the development of multimodal foundation models (large models), efficiently transferring them to specific domains or tasks has become a current hot topic. This study uses the multimodal large model CLIP as the base model and emplo...

2024, 6(4):  509-521.  Doi: 10.19788/j.issn.2096-6369.000067
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Spatial Feature Fusion-Based ViT Method for Fine-Grained Classification of Wolfberry Pests
SUN LuLu, LIU JianPing, ZHOU GuoMin, WANG Jian, LIU LiBo

To address the fine-grained pest classification challenge faced in wolfberry cultivation, we propose an agricultural pest fine-grained classification model—Spatial Feature Fusion-based Data Augmented Visual Transformer (ESF-ViT). The m...

2024, 6(4):  522-531.  Doi: 10.19788/j.issn.2096-6369.000066
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Analysis of Spatiotemporal Evolution of Guizhou Agricultural Drought Index Based on Collaborative Visualization
HE LingJun, LONG Hai, LI LiJie, ZHAO ZeYing

Nowadays, a set of reliable and efficient monitoring and assessment scheme for spatiotemporal changes is very necessary for the high demand of agricultural drought monitoring. In this study, based on the soil moisture grid data from 19...

2024, 6(4):  532-545.  Doi: 10.19788/j.issn.2096-6369.000042
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Rice Yield Prediction UAV Remote Sensing Image Dataset of Heilongjiang Province in 2023
YUAN JiangHao, ZHENG ZuoJun, CHU ChangMing, YAO HongXun, LIU HaiLong, GUO LeiFeng

Rice is one of the three major grain crops in China, and accurate, efficient and timely prediction of rice yield is crucial for variety selection and optimization of field management. UAV remote sensing system is widely used in crop pe...

2024, 6(4):  546-551.  Doi: 10.19788/j.issn.2096-6369.100031
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The Dataset for Crop Phenology of Winter Wheat and Summer Maize in The Alluvium Plain of the Old Yellow River From 2008 to 2022
DING DaWei, YONG BeiBei, REN Wen, XIE Kun, ZHAO YongJian, WANG GuangShuai, CHEN JinPing, WANG MingHui

The farmland ecosystem of the Huanghuai Plain primarily cultivates winter wheat and summer maize, which have played a crucial role in ensuring national food security. To grasp the key phenological period of primary crops precisely is o...

2024, 6(4):  552-557.  Doi: 10.19788/j.issn.2096-6369.100029
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Image Dataset of Wheat, Corn, and Rice Seedlings in Heilongjiang Province in 2022
QIN JiaLe, YUAN JiangHao, SONG GuoZhu, YAO HongXun, GUO LeiFeng, WANG XiaoLi

During the cultivation process, most field crops are typically grown in open fields. The northeastern region of China experiences relatively low temperatures throughout the year. During the seedling stage of crops, significant fluctuat...

2024, 6(4):  558-563.  Doi: 10.19788/j.issn.2096-6369.100026
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Detection Dataset of Aflatoxin B1 and Other Three Mycotoxins in Grains in Inner Mongolia in 2023
NIE Jing, DI CaiXia, SHUN FengCheng, LI YanFang, LI XiuPing, DONG Qi, REN Chao, YIN Xin, CHEN JunJun, LI BaoHe, LIU TingTing

There are many risk factors for food security issues, including fungal toxins. Excessive intake of food contaminated with aflatoxin B1, zearalenone, ochratoxin, and other toxins will seriously threaten the lives and health o...

2024, 6(4):  564-569.  Doi: 10.19788/j.issn.2096-6369.100025
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Dataset of organic Fertilizer Raw Materials and Heavy Metals in Commercial Organic Fertilizer in Inner Mongolia in 2020
NIE Jing, DI CaiXia, REN Chao, YIN Xin, LI XiuPing, LI BaoHe, DONG Qi, LI YanFang, LIU TingTing

Organic fertilizer is increasingly valued in the process of agricultural development. It can improve and enhance soil fertility while promoting high-quality and efficient crop production. It contains rich organic and inorganic nutrient...

2024, 6(4):  570-574.  Doi: 10.19788/j.issn.2096-6369.100028
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Data et of Organic Fertilizer Raw Materials and Commercial Organic Fertilizer Tetracyclines in Inner Mongolia in 2020
LI BaoHe, LIU TingTing, LI YanFang, REN CHao, YIN Xin, SHA Na, DONG Qi, CHEN JunJun, DI CaiXia, LI XiuPing

Organic fertilizer production is mainly based on livestock and poultry manure raw materials, which is one of the important sources of antibiotic-contaminated soil. It is of great significance to explore the impact of antibiotic residue...

2024, 6(4):  575-579.  Doi: 10.19788/j.issn.2096-6369.100036
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