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Nature Environmental Protection, 2021, 2(2); doi: 10.38007/NEP.2021.020201.

Application and Practice of Neural Networks in the Natural Protection Environment

Author(s)

Moon Yang

Corresponding Author:
Moon Yang
Affiliation(s)

MUN, Fac Engn & Appl Sci, St John, NF A1B 3X5, Canada

Abstract

With the development of social economy and the over-exploitation of resources, the environmental problems caused by wastewater and exhaust emissions are increasingly serious, which has a significant impact on the sustainable development of human society. Therefore, environmental protection has received more and more attention in recent years. At the same time, under the influence of various capabilities and objective factors, the existing environmental strategy still has some gaps, so it has not played its due role. Therefore, this paper studies the problems in environmental protection by analyzing the management requirements and contents in the natural protection environment. Finally, this paper analyzes the adaptability of natural environment monitoring by using neural network algorithm. Through comparison, the monitoring adaptability after the optimization of the natural protection strategy is 19.8% higher than that before the optimization of the natural protection strategy, and the environmental protection planning is 23.2% higher than that before the optimization of the natural protection strategy. In short, environmental protection is of great significance to the sustainable development of ecology.

Keywords

Natural Protection Environment, Neural Network, Environmental Monitoring, Protection Policy Optimization

Cite This Paper

Moon Yang. Application and Practice of Neural Networks in the Natural Protection Environment. Nature Environmental Protection (2021), Vol. 2, Issue 2: 1-10. https://doi.org/10.38007/NEP.2021.020201.

References

[1] Li, Yang. "Study of the effect of environmental education on environmental awareness and environmental attitude based on environmental protection law of the People’s Republic of China." Eurasia Journal of Mathematics, Science and Technology Education 14.6 (2018): 2277-2285.

[2] Bekezhanov, Dauren, et al. "Environmental and legal regulation of digitalization of environmental protection." Journal of Environmental Management and Tourism 12.7 (2021): 1941-1950.

[3] Dallyono, Ruswan, and Didi Sukyadi. "An analysis of multimodal resources in environmental protection posters." Indonesian journal of applied linguistics 9.2 (2019): 472-479.

[4] Mickiewicz, Pawel. "Environmental protection and integrated development planning in local spatial policy on the example of Poland." Annales Universitatis Apulensis: Series Oeconomica 22.1 (2020): 11-17.

[5] Henderson, Kent E. "Contradictory governance norms within world society: energy development strategies, environmental protection, and carbon dioxide emissions." Environmental Sociology 5.4 (2019): 393-404.

[6] Killick, Evan. "Extractive relations: natural resource use, indigenous peoples and environmental protection in Peru." Bulletin of Latin American Research 39.3 (2020): 290-304.

[7] Yildirim, Julide, Baris Alpaslan, and Erdener Emin Eker. "The role of social capital in environmental protection efforts: evidence from Turkey." Journal of Applied Statistics 48.13-15 (2021): 2626-2642.

[8] Liu, Bin, Jinyin Zhuang, and Gang Wei. "Recent advances in the design of colorimetric sensors for environmental monitoring." Environmental Science: Nano 7.8 (2020): 2195-2213.

[9] Tyagi, Deepika. "Recent advances in two-dimensional-material-based sensing technology toward health and environmental monitoring applications." Nanoscale 12.6 (2020): 3535-3559.

[10] Goldstein, Jenny E., and Hilary Oliva Faxon. "New data infrastructures for environmental monitoring in Myanmar: Is digital transparency good for governance?." Environment and Planning E: Nature and Space 5.1 (2021): 39-59.

[11] Hino, Miyuki, Elinor Benami, and Nina Brooks. "Machine learning for environmental monitoring." Nature Sustainability 1.10 (2018): 583-588.

[12] Li, Yanwei, and Jing Huang. "The evolution of collaborative networks: A social network analysis of Chinese environmental protection policy." Public policy and Administration 38.1 (2021): 34-57.

[13] Ahamed, Tofael. "Sustainable agricultural development: a micro-level GIS-based study on women’s perceptions of environmental protection and entrepreneurship in Japan and Bangladesh." GeoJournal 86.5 (2021): 2071-2103.

[14] Ford, Alex T. "The role of behavioral ecotoxicology in environmental protection." Environmental science & technology 55.9 (2021): 5620-5628.

[15] Galecka-Drozda, Anna. "Land cover changes in Natura 2000 areas located in suburban zones: planning problems in the context of environmental protection." Polish Journal of Environmental Studies 28.2 (2018): 587-595.