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Table of Content
Volume 1 Issue 2, 26 June 2019
Big Data of Plant Phenomics and Its Research Progress
Chunjiang Zhao

Plant phenomics is capable of acquiring gigantic multi-dimensional, multi-environment, and multi-source heterogeneous plant phenotyping datasets through integrated automation platforms and information retrieval technologies, based on which...

2019, 1(2):  5-14.  Doi: 10.19788/j.issn.2096-6369.190201
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Developing cost-effective and low-altitude UAV aerial phenotyping and automated phenotypic analysis to measure key yield-related traits for bread wheat
Guohui Ding,Hao Xu,Mingxing Wen,Jiawei Chen,Xiue Wang,Ji Zhou

[Multi-scale plant phenotyping technologies are capable of collecting big vision-based and spectroscopic datasets, based on which reliable phenotypic analysis can be carried out through a range of computational algorithms based on computer...

2019, 1(2):  19-31.  Doi: 10.19788/j.issn.2096-6369.190202
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Investigation on tolerance to deep dry sowing of rice varieties based on analysis of seedling images
Fangjun Feng,Ming Yan,Guohui Shen,Zhenting Chen,Zhihui Tian,Peiqing Fan,Hanwei Mei

[Objective] The major objectives of the experiment is to develop protocols of seedling image analysis to evaluate characteristics related to tolerance to deep sowing under dry direct sowing condition in rice. [Methods] Seeds of eighteen ri...

2019, 1(2):  32-40.  Doi: 10.19788/j.issn.2096-6369.190203
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Analysis and Modeling of the Heterogeneous Distribution Phenotyping Characteristics of Cucumber Leaves
Tingting Qian,Shenglian Lu,Xiuguo Zheng,Jingyin Zhao,Jian Wang,Juan Yang

[Objective] The orientation and distribution characteristics of the cucumber leaf blade are important structural parameters that determine the light interception and photosynthesis capacity of the canopy. Detailed analysis of leaf azimuth ...

2019, 1(2):  41-49.  Doi: 10.19788/j.issn.2096-6369.190204
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Measurement Technology of Quality Parameters of Rice Grain Based on Hyperspectral Imaging on the Visible-near Infrared
Guoxin Dai,Guoxin Chen,Wanneng Yang,Hui Feng

[Objective] The objective of this study is to develop a novel non-destructive and rapid optical method for the measurement of amylose and protein content in rice, which can be used to measure the processing characteristics of rice after co...

2019, 1(2):  51-63.  Doi: 10.19788/j.issn.2096-6369.190205
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Bibliometrics-Based Analysis of Advances in Plant Phenomics Research
Xiaoman Li,Yang Zhang,Qian Xu,Nengfu Xie

[Objective] To understand the development and current state of plant phenomics research, we performed a bibliometrics-based analysis. [Methods] We reviewed entries in the plant phenomics research domain in the Web of Science core collectio...

2019, 1(2):  64-75.  Doi: 10.19788/j.issn.2096-6369.190206
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Big Data Portal Development in Agrobiodiversity: Current Research and Future Outlooks
Zheping Xu,Zengting Shao,XueJun Zhu,Fang Wang,Yuanyuan Wang,Man Xiao,Keping Ma

Agrobiodiversity refers to the variety and variability of animals, plants, and microorganisms used directly or indirectly for food and agriculture, including crops, livestock, forestry, and fisheries. The underpinning of the entire agricul...

2019, 1(2):  76-87.  Doi: 10.19788/j.issn.2096-6369.190207
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A Survey of Big Data Deep Learning Systems and a Typical Agricultural Application
Lingxu Zhang,Rui Han,Wenming Li,Yinxue Shi,Chi Liu

With the rapid development of information age, big data has become the key technology to promote people's production and daily life to undergo major changes, and plays a very important part in the development of various fields, including a...

2019, 1(2):  88-104.  Doi: 10.19788/j.issn.2096-6369.190208
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Preliminary Study on the Application of Blockchain in Data Management of Crop Germplasm Resources
Haiyang Liu,Wei Fang,Yanqing Chen,Yongsheng Cao

Crop germplasm resources are the strategic resources of our country and the fundamental material for safeguarding national food security and developing modern seed industry.The past 70 years have witnessed China have formed a systematic wo...

2019, 1(2):  105-113.  Doi: 10.19788/j.issn.2096-6369.190209
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Method and Agricultural Empirical Study of Query Reformulation Based on Word Embedding
Lei Wu,Xiaohe Liang,Jisiguleng Wu,Rui Wang

[Objective] Terms in the scientific and technological literature are neither standardized nor unified. Therefore, it is difficult to meet the needs of both recall and precision when constructing a search strategy. A query reformulation met...

2019, 1(2):  114-120.  Doi: 10.19788/j.issn.2096-6369.190210
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