Journal of Agricultural Big Data ›› 2021, Vol. 3 ›› Issue (2): 24-30.doi: 10.19788/j.issn.2096-6369.210203
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Qiang Li1,2(
), Maofang Gao1,2(
), Ying Fang3
Received:2021-05-15
Online:2021-06-26
Published:2021-08-31
Contact:
Maofang Gao
E-mail:liqiang@caas.cn;gaomaofang@caas.cn
CLC Number:
Qiang Li, Maofang Gao, Ying Fang. Research on the Construction of the Agricultural Big Data Information Platform[J].Journal of Agricultural Big Data, 2021, 3(2): 24-30.
Table1
The classification and sources of big data agricultural"
| 类别 | 子类 | 数据内容 | 数据来源 |
|---|---|---|---|
| 资源环境数据 | 气象数据 | 气温、气压、相对湿度、光合有效辐射、风速、降水等 | 气象局、遥感反演、小型气象站 |
| 土壤数据 | 土壤水分、土壤温度、质地、容重、pH等 | 遥感、地面调查 | |
| 灾害数据 | 病虫害、干旱、洪涝、冻害等 | 地面调查、气象局、遥感 | |
| 作物品种数据 | 品种登记信息、产量、种植分布、品种推广面积等 | 农业管理部门、种质库 | |
| 生产消费数据 | 生产数据 | 农产品制作与加工、投入品、副产品、供需信息等 | 企业、批发市场、电商平台 |
| 消费数据 | 价格、消费水平、消费趋势等 | 国家统计局、批发市场、电商平台、海关总署 | |
| 专家知识库 | 专家信息 | 专家姓名、工作单位、研究领域等 | 科研机构、网站 |
| 农技知识库 | 农产品生产链条、技术规范等 | 科研机构、农技部门、网站 | |
| 专家问答库 | 针对农业问题专家的回答数据 | 平台服务衍生 | |
| 数据分析产品 | 数据产品 | 组织、整理、融合后的农业数据集合 | 平台衍生 |
| 数据分析产品 | 对农业原始数据进行分析后的产品、成果或报告 | 平台衍生 | |
| 其他数据 | 政策法规 | 与农业有关的政策与法规 | 政府部门、图书馆 |
| 农业国家标准 | 针对不同农产品国家发布的各项产业标准 | 政府部门 | |
| 用户信息 | 加入平台的用户基本信息 | 平台衍生 |
| 1 | 葛佳琨, 刘淑霞. 数字农业的发展现状及展望 [J]. 东北农业科学, 2017, 42(3): 58-62. |
| Ge J, Liu S. Prospect and current status of digital agriculture [J]. Journal of Northeast Agricultural Sciences, 2017,42(3): 58-62. | |
| 2 | 吴文斌, 史云, 周清波,等. 天空地数字农业管理系统框架设计与构建建议[J]. 智慧农业, 2019, 1(2):64-72. |
| Wu W, Shi Y, Zhou Q, Yang P, Liu H, Wang F, Liu J, Wang L, Zhang B. Framework and recommendation for constructing the SAGI digital agriculture system[J]. Smart Agriculture, 2019, 1(2): 64-72. | |
| 3 | 周清波, 吴文斌, 宋茜. 数字农业研究进展和发展趋势分析[J]. 中国农业信息, 2018, 30(1): 1-9. |
| Zhou Q, Wu W, Song Q. The development of digital agriculture in the past, present and future [J]. China Agricultural Informatics, 2018, 30(1): 1-9. | |
| 4 | 刘海启. 加快数字农业发展, 为农业农村现代化增添新动能[J]. 中国农业资源与区划, 2017, 38(12): 1-6. |
| Liu H. Speed up the construction of digital agriculture and add new energy to agricultural and rural modernization [J]. Chinese Journal of Agricultural Resources and Regional Planning, 2017, 38(12): 1-6. | |
| 5 | 王钧,任万明.大数据服务农业全产业链:山东的实践与探索 [J]. 信息技术与信息化,2018,9:173-174. |
| Wang J, Ren W M. Big Data Service Agriculture Whole Industry Chain: Practice and Exploration in Shandong Province[J]. Information Technology and Informatization, 2018, 9: 173-174. | |
| 6 | 崔磊. 农业大数据建设的需求、模式与单品种全产业链推进路径[J].大数据, 2019, 5(5): 100-108. |
| Cui L. Demand and Model of Agricultural Big Data Construction in China and the Way to Promote the Whole Industry. | |
| 7 | 杜宇,唐庆春. 全产业链视角下农业大数据建设与应用展望 [J]. 农业展望, 2020, 16(08):120-123. |
| Du Y, Tang Q C. Agricultural Big Data Construction and Application Outlook from the Perspective of the Whole Industry Chain [J]. Agricultural Outlook, 2020, 16(08):120-123. | |
| 8 | 赵佳, 阮怀军, 封文杰.大数据在山东马铃薯全产业的应用及建设探索[J].农业大数据学报, 2020, 02(01): 29-35. |
| Zhao J, Ruan H J, Feng W J. Big Data Applications and Construction for the Shandong Potato Industry[J]. Journal | |
| of Agricultural Big Data, 2020, 02(01): 29-35. | |
| 9 | 张辉,冯晓,王来刚,等. 花生大数据平台建设研究和展望[J]. 农业大数据学报, 2020, 2(1): 45-52. |
| Zhang H, Feng X, Wang L G, et al. Establishing a Peanut Big Data Platform in China: A Proposal and Applications[J]. Journal of Agricultural Big Data, 2020, 02(01): 45-52. | |
| 10 | 李道亮. 物联网与智慧农业[J]. 农业工程, 2012(01):1-7. |
| Li D C. Internet of Things and Wisdom Agriculture [J]. Agricultural Engineering, 2012(01):1-7. | |
| 11 | Shi Y, Ji S, Shao X, et al. Framework of SAGI agriculture remote sensing and its perspectives in supporting national food security[J]. Journal of Integrative Agriculture, 2014, 13(7): 1443-1450. |
| 12 | Zhou Q, Yu Q, Liu J, et al. Perspective of Chinese GF-1 high-resolution satellite data in agricultural remote sensing monitoring [J]. Journal of Integrative Agriculture, 2017, 16(2): 242-251. |
| 13 | 申格, 吴文斌, 史云, 等. 我国智慧农业研究和应用最新进展分析[J]. 中国农业信息, 2018, 30(2): 1-14. |
| Shen G, Wu W, Shi Y, et al. The latest progress in the research and application of smart agriculture in China [J]. China Agricultural Informatics, 2018, 30(2): 1-14. | |
| 14 | 朱耿,朱占峰,朱一青,等.新时代农业全产业链大数据建设模式探索:以浙江省为例[J]. 物流工程与管理, 2019, 41(11):117-121. |
| Zhu G, Zhu Z F, Zhu Y Q, et al. Research on the Big Data Construction Model of Agricultural Whole Industry Chain in the New Era: A Case Study of Zhejiang Province[J]. Logistics Engineering and Management, 2019, 41(11): 117-121. | |
| 15 | Bishop-Hurley G J, Swain D L, Anderson D M, et al. Virtual fencing applications: Implementing and testing an automated cattle control system [J]. Computers and Electronics in Agriculture, 2007, 56(1):14-22. |
| 16 | 陈传夫,李秋实.数据开放获取使科学惠及更广—中国开放科学与科学数据开放获取的进展与前瞻[J]. 信息资源管理学报, 2020,10(1):4-13. |
| Chen C F, Li Q S. Open Access to Data Makes Science Benefit More Individuals——Progress and Prospect of Open Science and Open Access to Scientific Data in China[J].Journal of Information Resources Management, 2020, 10(1):4-13. | |
| 17 | Hu Q, Wu W, Song Q, et al. Extending the pairwise separation index for multi-crop identification using time series MODIS images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(11): 6349-6361. |
| 18 | 许世卫,王东杰,李哲敏.大数据推动农业现代化应用研究[J].中国农业科学,2015,48(17):3429-3438. |
| Xu S W, Wang D J, Li Z M. Application Research on Big Data Promote Agricultural Modernization [J]. Scientia Agricultura Sinica, 2015, 48(17):3429-3438. | |
| 19 | 宋长青,高明秀,周虎.高等农业院校农业大数据研究现状及发展思路[J].中国农业教育,2014,05.004. |
| Song C Q, Gao M X, Zhou H. Research Status and Development Ideas of Agricultural Big Data in Agricultural Colleges and Universities [J]. Agricultural Education in China, 2014, 05.004. | |
| 20 | 周国民,樊景超.农业科学观测数据汇聚管理平台设计与实现[J].农业大数据学报,2019,01(03):38-45. |
| Zhou G M, Fan J C. Design and Implementation of Agricultural Science Observation Data Collection Management | |
| Platform [J].Journal of Agricultural Big Data, 2019, 01(03):38-45. | |
| 21 | Niu L Y, Zhang X Y. A Study of Estimation Model for the Chlorophyll Content of Wheat Leaf Based on Hyperspectral Imaging [J]. Asian Agricultural Research, 2017, 9(11):58-61. |
| 22 | 赵瑞雪, 赵华, 朱亮. 国内外农业科学大数据建设与共享进展[J].农业大数据学报, 2019, 1(1): 24-37. |
| Zhao R X, Zhao H, Zhu L. Progress in the Development and Sharing of Big Data in Agricultural Science Between China and Foreign Countries [J].Journal of Agricultural Big Data, 2019,1(1): 24-37. | |
| 23 | 尤肖虎, 潘志文, 高西奇,等. 5G移动通信发展趋势与若干关键技术[J]. 中国科学:信息科学, 2014, 44(5):551-563. |
| You X H, Pan Z W, Gao X Q, et al. The development trend and some key technologies of 5G mobile communication [J]. Science China Press, 2014, 44(5):551-563. |
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