Computer and Computing Technologies in Agriculture X

Daoliang Li

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Daoliang Li. Computer and Computing Technologies in Agriculture X: 10th IFIP WG 5.14 International Conference, CCTA 2016, Dongying, China, October 19–21, 2016, Proceedings. Springer International Publishing, AICT-509, 2019, IFIP Advances in Information and Communication Technology, 978-3-030-06154-8. 10.1007/978-3-030-06155-5. hal-02179957

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Distributed under a Creative Commons Attribution 4.0 International License
Editor-in-Chief

Kai Rannenberg, Goethe University Frankfurt, Germany

Editorial Board

TC 1 – Foundations of Computer Science

Jacques Sakarovitch, Télécom ParisTech, France

TC 2 – Software: Theory and Practice

Michael Goedicke, University of Duisburg-Essen, Germany

TC 3 – Education

Arthur Tatnall, Victoria University, Melbourne, Australia

TC 5 – Information Technology Applications

Erich J. Neuhold, University of Vienna, Austria

TC 6 – Communication Systems

Aiko Pras, University of Twente, Enschede, The Netherlands

TC 7 – System Modeling and Optimization

Fredi Tröltzsch, TU Berlin, Germany

TC 8 – Information Systems

Jan Pries-Heje, Roskilde University, Denmark

TC 9 – ICT and Society

David Kreps, University of Salford, Greater Manchester, UK

TC 10 – Computer Systems Technology

Ricardo Reis, Federal University of Rio Grande do Sul, Porto Alegre, Brazil

TC 11 – Security and Privacy Protection in Information Processing Systems

Steven Furnell, Plymouth University, UK

TC 12 – Artificial Intelligence

Ulrich Furbach, University of Koblenz-Landau, Germany

TC 13 – Human-Computer Interaction

Marco Winckler, University Paul Sabatier, Toulouse, France

TC 14 – Entertainment Computing

Matthias Rauterberg, Eindhoven University of Technology, The Netherlands
IFIP – The International Federation for Information Processing

IFIP was founded in 1960 under the auspices of UNESCO, following the first World Computer Congress held in Paris the previous year. A federation for societies working in information processing, IFIP's aim is two-fold: to support information processing in the countries of its members and to encourage technology transfer to developing nations. As its mission statement clearly states:

> IFIP is the global non-profit federation of societies of ICT professionals that aims at achieving a worldwide professional and socially responsible development and application of information and communication technologies.

IFIP is a non-profit-making organization, run almost solely by 2500 volunteers. It operates through a number of technical committees and working groups, which organize events and publications. IFIP's events range from large international open conferences to working conferences and local seminars.

The flagship event is the IFIP World Computer Congress, at which both invited and contributed papers are presented. Contributed papers are rigorously refereed and the rejection rate is high.

As with the Congress, participation in the open conferences is open to all and papers may be invited or submitted. Again, submitted papers are stringently refereed.

The working conferences are structured differently. They are usually run by a working group and attendance is generally smaller and occasionally by invitation only. Their purpose is to create an atmosphere conducive to innovation and development. Refereeing is also rigorous and papers are subjected to extensive group discussion.

Publications arising from IFIP events vary. The papers presented at the IFIP World Computer Congress and at open conferences are published as conference proceedings, while the results of the working conferences are often published as collections of selected and edited papers.

IFIP distinguishes three types of institutional membership: Country Representative Members, Members at Large, and Associate Members. The type of organization that can apply for membership is a wide variety and includes national or international societies of individual computer scientists/ICT professionals, associations or federations of such societies, government institutions/government related organizations, national or international research institutes or consortia, universities, academies of sciences, companies, national or international associations or federations of companies.

More information about this series at http://www.springer.com/series/6102
Daoliang Li (Ed.)

Computer and
Computing Technologies
in Agriculture X

10th IFIP WG 5.14 International Conference, CCTA 2016
Dongying, China, October 19–21, 2016
Proceedings

<figure><img src="image_2.png" /></figure>

Springer
Editor

Daoliang Li
China Agricultural University
Beijing, China

ISSN 1868-4238

ISSN 1868-422X (electronic)

IFIP Advances in Information and Communication Technology

ISBN 978-3-030-06154-8

ISBN 978-3-030-06155-5 (eBook)

https://doi.org/10.1007/978-3-030-06155-5

Library of Congress Control Number: 2018964697

© IFIP International Federation for Information Processing 2019

This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed.

The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.

The publisher, the authors, and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Switzerland AG
The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland
Preface

The 10th International Conference on Computer and Computing Technologies in Agriculture (CCTA 2016) was held in Dongying, China, during October 19–21, 2016.

The conference was hosted by the China Agricultural University (CAU), Information Technology Branch of China Animal Husbandry and Veterinary Association. It was sponsored by the Chinese Society of Agricultural Engineering (CSAE), the Kenli District Government, Da Bei Nong Group, Beijing Nong Xintong Technology Co. Ltd.

In order to promote the exchange and cooperation among scientists and professionals from different fields and to strengthen international academic exchange, the Information and Modern Agriculture Joint Conference includes the IFIP International Conference on Computer and Computing Technologies in Agriculture (10th CCTA) and the Academic Symposium of Information Technology Branch of China Animal Husbandry and Veterinary Association. These events provide a platform, for experts and scholars from all over the world to exchange techniques, ideas, and views on intelligent agricultural innovation. These experts and scholars from all over the world exchange the new theories, views, technologies, and products and share practical experiences in research and applications in intelligent agriculture innovation. Nine international CCTA have been held since 2007.

The topics of CCTA 2016 covered the theory and applications of all kinds of technology in agriculture, including intelligent sensing, cloud computing, key technologies of Internet of Things, precision agriculture, etc.; animal husbandry information technology, including Internet and modern animal husbandry, livestock big data platform and cloud computing applications, intelligent breeding equipment, precision production models, etc.; water product networking and big data, including fishery IoT, aquaculture intelligent facilities, big data applications, etc.

We selected the 54 best papers among the 128 papers submitted to CCTA 2016 for these proceedings. All papers underwent two reviews by experts from the Special Interest Group on Advanced Information Processing in Agriculture (AIPA), IFIP. In these proceedings, creative thoughts and inspirations can be discovered, discussed, and disseminated. It is always exciting to have experts, professionals, and scholars with creative contributions getting together to share inspiring ideas and to accomplish great developments in the field.

I would like to express my sincere thanks to all authors who submitted research papers to the conference. Finally, I would also like to express my gratitude to all speakers, session chairs, and attendees, both national and international, for their active participation and support of this conference.

October 2016

Daoliang Li
# Conference Organization

## Organizers

China Agricultural University

Information Technology Branch of China Animal Husbandry and Veterinary Association

International Federation for Information Processing (IFIP)

## Sponsors

Chinese Society of Agricultural Engineering (CSAE)

Da Bei Nong Group

Ministry of Agriculture, China (MOA)

Ministry of Science and Technology, China (MOST)

Beijing Municipal Science and Technology Commission (BMSTC)

Beijing Association for Science and Technology, China (BAST)

Dabeinong Education Foundation, China

Beijing Nong Xintong Technology Co. Ltd.

## Organizing Committee

Daoliang Li
College of Information and Electrical Engineering, China
Agricultural University

Benhai Xiong
Beijing Animal Husbandry and Veterinary Research Institute,
Chinese Academy of Agricultural Sciences

Nick Sigrimis
Agricultural University of Athens, Greece

Liping Chen
China National Engineering Research Center of Intelligent
Equipment for Agriculture

Xinting Yang
China National Engineering Research Center for Information
Technology in Agriculture

## Program Committee

Daoliang Li
College of Information and Electrical Engineering, China
Agricultural University

Benhai Xiong
Beijing Animal Husbandry and Veterinary Research Institute,
Chinese Academy of Agricultural Sciences

Zhenbo Li
College of Information and Electrical Engineering, China
Agricultural University

Yingyi Chen
College of Information and Electrical Engineering, China
Agricultural University
Yaoguang Wei College of Information and Electrical Engineering, China Agricultural University

Qingling Duan College of Information and Electrical Engineering, China Agricultural University

Longqing Sun College of Information and Electrical Engineering, China Agricultural University

Ming Sun College of Information and Electrical Engineering, China Agricultural University

Xiaoshuan Zhang College of Information and Electrical Engineering, China Agricultural University

Chunhong Liu College of Information and Electrical Engineering, China Agricultural University

Weizhong Yang College of Information and Electrical Engineering, China Agricultural University

Chairmen

Daoliang Li and Benhai Xiong

Conference Secretariat

Xia Li
Contents

<table><tr><td>Study on the Theory and Practice of Data Visualization. Quan Wu, Xiaochen Li, Danqiong Wang, Weijie Jiao, and Xue Han</td><td>1</td></tr><tr><td>Assessing the Ability of Image Processing Methods of Droplets Sprayed on Water Sensitive Papers for Aerial Application Gang Xu, Ruirui Zhang, Liping Chen, Qing Tang, Min Xu, and Wanmin Zhang</td><td>10</td></tr><tr><td>Application of “GaoFen-1” Satellite Data and “Micro-UAV” Data in Remote Sensing Monitoring in Winter Wheat—Illustrated by a Case of Jizhou in Hebei Province Yuechen Liu, Weijie Jiao, Haijun Wang, and Xue Han</td><td>20</td></tr><tr><td>Research on Reflectance Spectra Measurement of Chlorophyll-Containing Water in Laboratory Yinchi Ma, Yetao Li, Yonghua Qu, and Wen Ding</td><td>30</td></tr><tr><td>Study on Simulation of Rice Yield with WOFOST in Heilongjiang Province Shangjie Ma, Zhiyuan Pei, and Yajuan He</td><td>40</td></tr><tr><td>Application of the Data from Landsat8 OLI - The New Generation of Landsat Series in the Cultivated Land Information Extraction Luyan Niu, Taichang Cui, Jiabo Sun, and Xiaoyan Zhang</td><td>52</td></tr><tr><td>Research on High Precision pH Sensing Device Based on Cloud Platform Service Zhiyue Shang, Xin Zhang, Cheng Zeng, Yuanfang Yao, Yunlong Bu, and Yu Cai</td><td>64</td></tr><tr><td>Effects of Waterlogging and Shading at Jointing Stage on Dry Matter Distribution and Yield of Winter Wheat Yang Liu, Xiaoyu Liu, Jing Cao, Chunlin Shi, and Shouli Xuan</td><td>80</td></tr><tr><td>Identification of Eggplant Young Seedlings Infected by Root Knot Nematodes Using Near Infrared Spectroscopy Wei Ma, Xiu Wang, Lijun Qi, and Dongyan Zhang</td><td>93</td></tr><tr><td>Applicability of Model Updating Method to Different Detection Indexes of Cold Fresh Pork Shanmei Liu, Hui Peng, Ruifang Zhai, and Jun Luo</td><td>101</td></tr></table>
<table><tr><td>Detection of Defects in Malus asiatica Nakai Using Hyperspectral Imaging</td><td>111</td></tr><tr><td>Jianglong Liu, Shujuan Zhang, Haixia Sun, and Zhiming Wu</td><td></td></tr><tr><td>Study and Development of the Precision Management System for Livestock</td><td>123</td></tr><tr><td>Fengyun Wang, Wenjie Feng, Jiye Zheng, and Huaijun Ruan</td><td></td></tr><tr><td>Kinematic Simulation of Vibrating Disc No-Till Seeder Based on Creo Software</td><td>134</td></tr><tr><td>Caiyun Lu, Zhijun Meng, Xiu Wang, Guangwei Wu, Liwei Li, Weiqiang Fu, and Jiayang Yu</td><td></td></tr><tr><td>Calculation of Effective Rainfall in the Spring Maize Growing Period</td><td>143</td></tr><tr><td>Nana Han, Gangyan Lou, Yangren Wang, Qingyun Zhou, Jianhua Jin, Songmin Li, and Lantao Ye</td><td></td></tr><tr><td>Simulation of Evaporation and Transpiration of Eggplant Under Mulch Drip Irrigation in Greenhouse</td><td>152</td></tr><tr><td>Zhiwei Zheng, Liuyan Yu, and Xiushui Liu</td><td></td></tr><tr><td>Design and Development of Greenhouse Energy Management Platform Based on STM32</td><td>160</td></tr><tr><td>Junlin Sun, Xin Zhang, Cheng Zeng, Wengang Zheng, Lipeng Guo, and Yali Du</td><td></td></tr><tr><td>Study on the Dynamic Low Limit of Irrigation for Winter Wheat</td><td>173</td></tr><tr><td>Hongzheng Shen and Yangren Wang</td><td></td></tr><tr><td>Research on Plant Growth Simulation Method Based on ARToolkit</td><td>189</td></tr><tr><td>Peng-fei Zhao, Tian-en Chen, Wei Wang, and Fang-yi Chen</td><td></td></tr><tr><td>Control System Design of Soy Sauce Koji-Making Based on ARM</td><td>197</td></tr><tr><td>Min Zhang, Yuhua Wu, Ting Yang, and Shijun Li</td><td></td></tr><tr><td>Research on the Comprehensive Evaluation of Alfalfa Management in Zuli River Basin</td><td>204</td></tr><tr><td>Rui Guo, Cui Yun Wang, Xue Ying Shang, and Xuan Mi</td><td></td></tr><tr><td>Fruit Tree Image Registration Based on Improved FAST Algorithm</td><td>212</td></tr><tr><td>Juan Feng, Lihua Zeng, and Jianping Li</td><td></td></tr><tr><td>Development of a Recognition System for Alfalfa Leaf Diseases Based on Image Processing Technology</td><td>218</td></tr><tr><td>Feng Qin and Haiguang Wang</td><td></td></tr></table>
<table><tr><td>Design Optimization and Performance Evaluation of a Tillage Depth Precision Measurement System</td><td>236</td></tr><tr><td>Kang Niu, Yanwei Yuan, Junning Zhang, Fengzhu Wang, Yangchun Liu, Xianfa Fang, and Hong Cheng</td><td></td></tr><tr><td>Research on Evaluation of Soil Fertility Resource Space Based on Regional Hotspots and Clustering Method</td><td>246</td></tr><tr><td>Guifen Chen, Jian Lu, Ying Meng, and Dongxue Wang</td><td></td></tr><tr><td>Research on GA-RBF Optimization Algorithm in the Prediction of Yield Loss of Maize Diseases and Pests</td><td>257</td></tr><tr><td>Guifen Chen, Dongxue Wang, Shan Zhao, and Siwei Fu</td><td></td></tr><tr><td>The Association Rules Algorithm Based on Clustering in Mining Research in Corn Yield</td><td>268</td></tr><tr><td>Bo Liu and Guifen Chen</td><td></td></tr><tr><td>Application of Principal Component Cluster Analysis in the Quality of Cordyceps Sinensis</td><td>279</td></tr><tr><td>Xin Zhao, Hongjian Yang, Yuqi Sheng, Yang Jiao, Haijiao Yu, Yao Qin, and Guogang Zhao</td><td></td></tr><tr><td>Principal Component Clustering Analysis Apply to the Amino Acid Content in Antler Based on Matlab</td><td>284</td></tr><tr><td>Xin Zhao, Jing Wang, Yang Jiao, Haijiao Yu, Yao Qin, Quanming Li, and Guogang Zhao</td><td></td></tr><tr><td>The Principal Component Analysis and Cluster Analysis of Trace Elements in Gentian</td><td>291</td></tr><tr><td>Xin Zhao, Mingwei Xu, Guoqing Sun, Yang Jiao, Haijiao Yu, Quanming Li, and Guogang Zhao</td><td></td></tr><tr><td>Research on Color and Shape Recognition of Maize Diseases Based on HSV and OTSU Method</td><td>298</td></tr><tr><td>Guifen Chen, Ying Meng, Jian Lu, and Dongxue Wang</td><td></td></tr><tr><td>Research on Variation Rule of Sensible Heat Flux in Field Under Different Soil Moisture Content and Underlying Surface by Large Aperture Scintillometer</td><td>310</td></tr><tr><td>Xin Han, Qingyun Zhou, Baozhong Zhang, and Di Xu</td><td></td></tr><tr><td>Design Method for Chemical Clogging Emitters Boundary Optimization</td><td>318</td></tr><tr><td>Xu Li, Peiling Yang, Shumei Ren, Lili Zhangzhong, and Lihong Yang</td><td></td></tr><tr><td>Strategies of Agricultural Manufacturing Industrial Cluster Knowledge Service Platform Construction and Optimization: The Case of Shandong Province</td><td>330</td></tr><tr><td>Qiong He and Minli Yang</td><td></td></tr></table>
Application of GIS and Modified DRASTIC Model Based on Entropy
Weight and Fuzzy Theory to Ground Water Vulnerability Evaluation
Shaofei Li and Guanyou Li
342

Simulation Research on Water Quality in the Irrigation Section
of Jinsha River
Xu Wang and Ping Yu
354

Research on Virtual Simulation of Flood Propagation in Agricultural Area
Under the Land Subsidence
Ping Yu, Shaofei Li, and Xu Wang
360

Research on the Clustering Method of Agricultural Scientific Data Based
on the Author's Scientific Research Relationship
Dingfeng Wu, Liyun Wang, Jian Wang, Hua Zhao, and Guomin Zhou
372

Evaluating E-Service Quality of Agricultural Business Websites in China:
E-S-QUAL Model Approach
Ke Sun, Yan Li, Yiliang Wang, Xi Wu, and Yiming Huang
381

Design of Agaricus Bisporus Automatic Grading System Based
on Machine Vision
Jiye Zheng, Wenjie Feng, Bingfu Liu, and Fengyun Wang
388

Study on China-Laos Forestry Cross-Border Cooperation Strategy Model.
Yu He
396

The Monitoring System for Agricultural Environment Based on Point
Surface Fusion with the Internet of Things and WebGIS
Guifen Chen and Yinglun Li
406

Study on Social Stability Risk Detection of Large Hydraulic Project
Construction Based on Social Vulnerability Evaluation
Aihua Wu, Changzheng Zhang, and Ma Zhijie
415

Research on Intelligent Decision of Pulmonary Tuberculosis Disease
Based on Data Mining
Guifen Chen, Wang Ke, and Ma Li
425

Removing Stray Noise Quickly from Point Cloud Data Based
on Sheep Model
Chunlan Wang, Heru Xue, Xinhua Jiang, Yanqing Zhou,
and Liyan Wang
435

Modelling and Predicting of Soil Electrical Conductivity and PH from
Semi-arid Grassland Using VIS-NIR Spectroscopy Technology.
ShangBin Lei, NiSha Bao, ShanJun Liu, and XiaoCui Liu
442
Effect of Plants Combination in Purifying Farmland Drainage
Songmin Li, Qingyun Zhou, Nana Han, and Shuhong Sun
454

Problems and Countermeasures of 3S Technologies Application
in Precision Agriculture
Qiulan Wu, Zhihong Liu, Dandan Yang, and Zhenrong Han
464

Feature Selection for Cotton Matter Classification
Xuehua Zhao, Ying Huang, Zhao Li, Shukai Wu, Xiuhong Ma,
Hua Chen, and Xu Tan
473

Effect of Calibration Set Selection on Quantitatively Determining Test
Weight of Maize by Near-Infrared Spectroscopy
Lianping Jia, Peng Jiao, Junning Zhang, Zhen Zeng, and Xunpeng Jiang
481

Research on Method of Image Extraction for Crop Monitoring
with Multi Rotor UAV
Wei Ma, Xiu Wang, Lijun Qi, and Cuiling Li
489

Prediction of Drying Indices for Paddy Rice in a Deep Fixed-Bed
Based on Neural Network
Danyang Wang, Chenghua Li, Benhua Zhang, and Ling Tong
496

Definition Management Zones of Drip Irrigation Cotton Field
Based on the GIS and RS
Ze Zhang, Zhouyang Li, Lulu Ma, Xin Lv, and Lifu Zhang
508

A Survey on Development of “Internet + Farmer Cooperative” in China
Guo-peng Zhang, Jie-ling Zou, Jing Hua, Li-ming Wang, Jing-shun Du,
and Yu-bin Wang
518

Hyperspectral Estimation of Leaf Area Index of Winter Wheat
Based on Akaike's Information Criterion
Haikuan Feng, Fuqin Yang, Guijun Yang, and Haojie Pei
528

Author Index
539