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Table of Content
Volume 1 Issue 1, 26 March 2019
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Orginal Article
Research and Application of Big Data in Agriculture
Jiang Hou, Yang Yaping, Sun Jiulin

Against the background of China's strategy of promoting rural revitalization, big data has become a hot topic in agricultural research and application. Building on the basic characteristics of big data, this paper introduces the concept of...

2019, 1(1):  5-10.  Doi: 10.19788/j.issn.2096-6369.190101
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Progress in the Application of Big Data in Agriculture in China
Zhou Guomin

Big data have become a new resource in modern agriculture and an important focus for technological innovation in agricultural science. Big data not only promote the production, operation, management and service provisions of modern agricul...

2019, 1(1):  16-23.  Doi: 10.19788/j.issn.2096-6369.190102
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Progress in the Development and Sharing of Big Data in Agricultural Science between China and Foreign Countries
Zhao Ruixue, Zhao Hua, Zhu Liang

Big data in agricultural science refers to the mass of scientific data that has accumulated and been integrated over a long period in scientific and technological activities associated with agriculture. These data not only directly reflect...

2019, 1(1):  24-36.  Doi: 10.19788/j.issn.2096-6369.190103
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The development of deep learning based Natural Language Processing (NLP) technology and applications in agriculture
Cui Yunpeng, Wang Jian, Liu Juan

Deep learning is an emerging but rapidly advancing technology having a profound impact on modern natural language processing (NLP) technology. This paper discusses recent developments of NLP technology driven by deep neural networks (DNN),...

2019, 1(1):  38-44.  Doi: 10.19788/j.issn.2096-6369.190104
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Metagenomic Insights into Effects of High-Concentrate Diets on Ruminal Methanogens in Dairy Cows
Xue Fuguang, Shi Huibi, Sun Fuyu, Luo Qingyao, Yang Liang, Chu Kangkang, Jiang Linshu, Xiong Benhai

[Objective] This study was conducted to investigate the effects of high-concentrate diets on ruminal methanogens. [Method] Metagenomics and bioinformatic methods were used to investigate the impacts of high-concentrate diets ...

2019, 1(1):  45-55.  Doi: 10.19788/j.issn.2096-6369.190105
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Preliminary Investigation of the Spatial Patterns of Multiple Resources and Environmental Elements in "The Belt and Road" Area
Juanle Wang, Ge Li, Shuming Bao, Haishuo Wei

"The Belt and Road" initiative involves the regions of Asia, Africa and Europe. Countries along the route are rich in natural resources and have great potential for development. The initiative will enable China to further expand its Openin...

2019, 1(1):  56-66.  Doi: 10.19788/j.issn.2096-6369.190106
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Application of Convolutional Neural Networks in High-Resolution Image Classification
Li Xianjiang, Chen Youqi, Zou Jinqiu, Shi Shuqin, Guo Tao, Cai Weimin, Chen Hao

[Objective] Convolutional neural networks were applied to the classification of high-resolution remote sensing images and compared with traditional classification methods to assess the classification accuracy and applicability of di...

2019, 1(1):  67-77.  Doi: 10.19788/j.issn.2096-6369.190107
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Accurate Precipitation Nowcasting with Meteorological Big Data: Machine Learning Method and Application
Zhang Chenyang, Yang Xuebing, Zhang Wenshen

Accurate precipitation nowcasting is essential for agricultural production, hydrological monitoring, flood mitigation, large organizations, and electrical systems. Because of the high uncertainty of weather systems, the performance of prec...

2019, 1(1):  78-87.  Doi: 10.19788/j.issn.2096-6369.190108
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