Internet of Things Technology in Ecological Security Assessment System of Intelligent Land

被引:2
作者
Chen, Zhaoya [1 ]
Ma, Lijun [2 ]
Guo, Fengyu [3 ]
Chen, Yaheng [2 ]
机构
[1] Hebei Agr Univ, Coll Resources & Environm Sci, Baoding 071000, Peoples R China
[2] Hebei Agr Univ, Coll Land & Resources, Baoding 071000, Peoples R China
[3] Hebei Agr Univ, Urban & Rural Construct Inst, Baoding 071000, Peoples R China
关键词
Internet of things; intelligent land; random forest algorithm; short operation time; Cangzhou; evaluate; RANDOM FOREST;
D O I
10.1109/ACCESS.2020.2995259
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The ecological security of land is related to the sustainable development of human beings. With the continuous progress of science, the evaluation standard of land ecological security is also changing. The traditional safety evaluation method is time-consuming and laborious, with high cost of data acquisition, small amount of data and large error of data itself. The establishment of intelligent land ecological security evaluation system through the Internet of things is conducive to a better understanding of the overall land situation in the region. Taking the land data of Cangzhou City, China as an example, this study uses the Internet of things technology to establish a set of intelligent evaluation and grading model. The random forest algorithm is used to evaluate the land ecological security, and combined with the existing data to predict the land ecological security in 2020-2025. Compared with other security evaluation methods, the intelligent land ecological security evaluation system in this study has the advantages of short operation time, low energy consumption and high accuracy. This method has a strong guiding significance for the future land ecological security management.
引用
收藏
页码:99772 / 99782
页数:11
相关论文
共 50 条
[21]   Research on Intelligent Cloud Laboratory Management System Based on Internet of Things Technology [J].
Xie Renen .
2019 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS 2019), 2019, :242-244
[22]   Intelligent assembly system for mechanical products and key technology based on internet of things [J].
Mingzhou Liu ;
Jing Ma ;
Ling Lin ;
Maogen Ge ;
Qiang Wang ;
Conghu Liu .
Journal of Intelligent Manufacturing, 2017, 28 :271-299
[23]   Research on Application of Internet of Things and Cloud Computing Technology in Intelligent Medical System [J].
Chen, Zijia ;
Guo, Zhenghong ;
Liu, Xin ;
Zhang, Xiao .
PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MECHANICAL ENGINEERING (EMIM 2017), 2017, 76 :347-351
[24]   Research on mobile intelligent medical information system based on the Internet of things technology [J].
Sun, Guoqiang ;
Yu, Fan ;
Lei, Xingyun ;
Wang, Yan ;
Hu, Hongpu .
2016 8TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN MEDICINE AND EDUCATION (ITME), 2016, :260-266
[25]   Intelligent assembly system for mechanical products and key technology based on internet of things [J].
Liu, Mingzhou ;
Ma, Jing ;
Lin, Ling ;
Ge, Maogen ;
Wang, Qiang ;
Liu, Conghu .
JOURNAL OF INTELLIGENT MANUFACTURING, 2017, 28 (02) :271-299
[26]   Design of urban greening intelligent monitoring system based on Internet of Things technology [J].
Qi, Di ;
Lu, Guoping ;
Dai, Xinglei .
2017 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC 2017), VOL 1, 2017, :317-321
[27]   Intelligent Traffic Information System Based on Integration of Internet of Things and Agent Technology [J].
Al-Sakran, Hasan Omar .
INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2015, 6 (02) :37-43
[28]   MONITORING OF MARINE ECOLOGICAL ENVIRONMENTAL DATA SECURITY AND MANAGEMENT SYSTEM BASED ON INTERNET OF THINGS [J].
Liu, Leian ;
Zou, Ying .
ENVIRONMENTAL ENGINEERING AND MANAGEMENT JOURNAL, 2022, 21 (02) :225-236
[29]   Internet of Things Technology in Monitoring System of Sustainable Use of Soil and Land Resources [J].
Chen, Zhaoya ;
Wang, Daobo ;
Ma, Lijun ;
Chen, Yaheng .
IEEE ACCESS, 2020, 8 :152932-152940
[30]   Build Intelligent library by using Technology of The Internet of Things [J].
Luo, Jun ;
Yan, Lianlong ;
Xu, Shenghua .
MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 :2138-2141