Application of Multisource Data Fusion Technology in the Construction of Land Ecological Index

Author:

Hao Juan1,Yang Yang1ORCID,Sun Haoyue1,Zhang Zhicheng2,Kang Zhanwu2,Zhang Jianfang1

Affiliation:

1. Hebei University of Architecture, College of Information Engineering, Zhangjiakou, Hebei 075000, China

2. Hebei Technical College of Mechanical and Electrical Engineering, Department of Modern Manufacturing, Zhangjiakou, Hebei 075000, China

Abstract

In order to control the grassland ecological environment, an application method of multisource data fusion technology in the construction of land ecological index is proposed. Due to the high requirements for grassland environmental monitoring, the use of traditional technologies to monitor grassland environmental conditions lacks certain effectiveness, has high investment costs, and consumes a lot of manpower and material resources. The use of sensors to dynamically monitor the grassland environment is conducive to monitoring the environment from a scientific and technological level. By understanding the fusion principle and process of three fusion methods, adaptive weighted average, BP neural network, and D-S evidence theory, the construction of Bashang grassland ecological energy big data platform based on multisource data fusion is proposed. A two-level data fusion model based on grassland environmental monitoring is proposed. Several environmental parameters in the experimental environment were monitored, and the validity of the two-level fusion model was verified by two evaluation indicators, the mean absolute percentage error and the corrosion error. This suggests that a combination of BP neural network and D-S proof theory improves system performance. It provides the possibility for more comprehensive monitoring of grassland ecological environment in the future.

Funder

Basic Scientific Research Business Fund Project of Universities in Hebei Province

Publisher

Hindawi Limited

Subject

Electrical and Electronic Engineering,Instrumentation,Control and Systems Engineering

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