Abstract
The universal remote sensing image processing software focuses on the preprocessing of remote sensing data, and it is used to implement the monitoring and evaluation functions of the ecological environment such as drought and flood. The operation is complex. In order to simplify the work process of natural geographical environment monitoring and assessment, GIS technology and data mining technology were combined in this paper. With monitoring and evaluation as the core, a decision tree model was constructed. Taking the Dongting Lake as an example, the scale and characteristics of its texture were studied, and combined with other ancillary data, the Dongting land information was explored and the land types were classified. Finally, a conclusion was reached: The algorithm designed in this paper can be applied to the land types of the natural geographical environment. The classification model has a positive guiding role in the judgment of environmental monitoring and assessment.
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References
Anghera S, Neb T, Kaur SP, Madan A, Singh B (2021) Assessment and role of social media in dental education. SPR 1(2):52–57
Antonarakou A, Kontakiotis G, Zarkogiannis S et al (2018) Planktonic foraminiferal abnormalities in coastal and open marine eastern Mediterranean environments: a natural stress monitoring approach in recent and early Holocene marine systems. J Mar Syst 2:298–300
Bojaj G, Agahi R, Hoxha I (2021) Treatment of the first COVID-19 Case in Kosovo and management of the pandemic. SPR 1(3):58–62
Hu Y, Liang Z, Song B et al (2016) Texture feature extraction and analysis for polyp differentiation via computed tomography colonography. IEEE Trans Med Imag 35(6):1522–1531
Kolios S, Vorobev AV, Vorobeva GR et al (2017) GIS and environmental monitoring. Geotechnol Environ 10:20–25
Ledoux A, Richard N (2016) Color and multiscale texture features from vectorial mathematical morphology. Signal Image Video Process 10(3):431–438
Papageorgiou F, Godelitsas A, Mertzimekis TJ et al (2016) Environmental impact of phosphogypsum stockpile in remediated Schistos waste site (Piraeus, Greece) using a combination of ray spectrometry with geographic information systems. Environ Monit Assess 188(3):1–14
Shrestha F, Uddin K, Maharjan SB, et al (2016) Application of remote sensing and GIS in environmental monitoring in the Hindu Kush Himalayan region 3(4):646–662
Tziavos IN, Alexandridis TK, Aleksandrov B et al (2016) Development of a Web-based GIS monitoring and environmental assessment system for the Black Sea: application in the Danube Delta area. Environ Monit Assess 188(8):492
Wei M (2016) Natural ecological monitoring method in maoxian of sichuan province. Geospat Inform 7:196–199
Wei-Hua FU, Amp YI (2016) Design and implementation of environmental monitoring data management and evaluation system based on GIS. J Anhui Agric Sci 12:45–49
Yang A, Zhang QS, Cheng XY (2016) The important role of the basic knowledge applied in national geographical condition monitoring. Geomat Spatial Inform Technol 2:47–53
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Supported by State Grid Tianjin Electric Power Company science and technology project, Key technology research on environmental risk early warning and wastewater treatment for substation based on big data analysis (Project No. KJ21-1-38).
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Communicated by Irfan Uddin.
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Zhang, F., Ji, G., Zhang, X. et al. Research and application of GIS and data mining technology in monitoring and assessment of natural geography environment. Soft Comput 26, 7781–7787 (2022). https://doi.org/10.1007/s00500-022-06781-x
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DOI: https://doi.org/10.1007/s00500-022-06781-x