Proceedings of International Conference on Applied Innovation in IT
2025/04/26, Volume 13, Issue 1, pp.169-176
Methods and Algorithms for Decision-Making in Agro-Industrial Environmental Management
Olga Ivashchuk, Vyacheslav Fedorov, Zhanat Kenzhebayeva, Oleg Ivashchuk, Moldir Allaniyazova, Kaiyrbek Makulov and Gulnar Kaziyeva Abstract: This paper presents a novel methodology for comprehensive assessment and decision-making in managing the ecological state of agro-industrial territories. The study introduces an intelligent situational modeling approach that integrates fuzzy logic, GIS-based analysis, and IoT-driven environmental monitoring to evaluate both current and forecasted conditions. The proposed cyber-physical system utilizes real-time sensor networks and UAV-based hyperspectral imaging to collect, process, and analyze environmental parameters, including soil pollution index (SPI), air quality index (AQI), and vegetation health index (VHI). Field experiments conducted in the Belgorod Region, Russia, on 50-hectare test sites demonstrated a 27% improvement in forecasting accuracy compared to conventional methods. Key findings reveal that implementing optimized land-use scenarios resulted in: 19% reduction in pollutant accumulation in soil, 27% increase in agricultural productivity, 25% decrease in public health risks. The proposed framework facilitates adaptive management by providing science-based recommendations for establishing protective forest strips, reducing pollutant exposure, and optimizing land-use planning. The findings confirm the necessity of integrating intelligent environmental monitoring into territorial management systems to enhance sustainable agro-industrial development and mitigate ecological risks.
Keywords: Comprehensive Assessment, Ecological Monitoring, Fuzzy Logic, IoT, GIS, Situational Modelling, Agro-Industrial Complex.
DOI: Under Indexing
Download: PDF
References:
- O. A. Ivashchuk, I. S. Konstantinov, V. I. Fedorov, N. V. Shcherbinina, and Yu. N. Maslakov, "Modeling of the cyber-physical system of intelligent monitoring and management of environmental safety of the agro-industrial complex," Scientific and Technical Bulletin of the Volga Region, no. 11, pp. 52-55, 2021 (in Russian).
- X. Wang, Y. Liu, Z. Li, Z. Yang, and H. Zhao, "Cyber-physical system architecture for intelligent environmental monitoring in smart farms," Computers and Electronics in Agriculture, vol. 194, Art. no. 106783, Oct. 2022, [Online]. Available: https://doi.org/10.1016/j.compag.2022.106783.
- P. G. Ritzel, A. M. Ramos, L. J. Esquerdo, N. T. P. da Silva, and L. P. Magalhães, "Geospatial information systems to optimize crop production: a review," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 173, pp. 24-44, Jan. 2021, [Online]. Available: https://doi.org/10.1016/j.isprsjprs.2020.12.006.
- R. Bongiovanni and J. Lowenberg-Deboer, "Precision agriculture and sustainability," Precision Agriculture, vol. 21, no. 6, pp. 1068-1094, Dec. 2020, [Online]. Available: https://link.springer.com/article/10.1007/s11119-020-09741-3.
- A. N. Khosla, M. R. Abhishek, S. Vidyarthi, and P. K. Roy, "Digital agriculture: technologies and global adoption trends," IEEE Access, vol. 9, pp. 115957-115980, Aug. 2021, [Online]. Available: http://dx.doi.org/10.1109/ACCESS.2021.3071766.
- A. G. Stewart, L. H. Sklar, and D. R. Jensen, "Satellite-based assessment of soil moisture dynamics in arid agro-ecosystems," Remote Sensing of Environment, vol. 247, Art. no. 111937, Apr. 2020, [Online]. Available: https://doi.org/10.1016/j.rse.2020.111937.
- Y.-P. Lin, J. R. Petway, J. Anthony, H. Mukhtar, S.-W. Liao, C.-F. Chou, and Y.-F. Ho, "Blockchain: the evolutionary next step for ICT e-agriculture," Environments, vol. 4, Art. no. 50, Nov. 2017, [Online]. Available: https://doi.org/10.3390/environments4040050.
- Y.-P. Lin, T.-K. Chang, C. Fan, J. Anthony, J. R. Petway, W.-Y. Lien, C.-P. Liang, and Y.-F. Ho, "Applications of information and communication technology for improvements of water and soil monitoring and assessments in agricultural areas: a case study in the Taoyuan irrigation district," Environments, vol. 4, Art. no. 6, Jan. 2017, [Online]. Available: https://doi.org/10.3390/environments4010006.
- Y. Jiang, T. Wang, H. Zhao, X. Shao, W. Cui, K. Huang, and L. Li, "Development of an intelligent agricultural automation system using AI-based decision support," Applied Engineering in Agriculture, vol. 35, no. 2, pp. 147-162, 2019, [Online]. Available: https://doi.org/10.3390/agronomy13010190.
- N. Guimarães, L. Pádua, P. Marques, N. Silva, E. Peres, and J. J. Sousa, "Forestry remote sensing from unmanned aerial vehicles: a review focusing on the data, processing, and potentialities," Remote Sensing, vol. 12, no. 6, Art. no. 1046, Mar. 2020, [Online]. Available: https://doi.org/10.3390/rs12061046.
- Y.-H. Tehrani and S.-M. Atarodi, "Design and implementation of a high-precision and high-dynamic-range power-consumption measurement system for smart energy IoT applications," Measurement, vol. 146, pp. 458-466, Dec. 2019, [Online]. Available: https://doi.org/10.1016/j.measurement.2019.07.008.
- A. Berger, T. Hölzl, L. B. Hörmann, H.-P. Bernhard, A. Springer, and P. Priller, "An environmentally powered wireless sensor node for high-precision temperature measurements," in Proc. IEEE Sensors Applications Symp., Glassboro, NJ, USA, Mar. 2017, pp. 1-6, [Online]. Available: https://doi.org/10.1109/SAS.2017.7894065.
- S. L. Ullo and G. R. Sinha, "Advances in smart environment monitoring systems using IoT and sensors," Sensors, vol. 20, no. 11, Art. no. 3113, Jun. 2020, [Online]. Available: https://doi.org/10.3390/s20113113.
|

HOME

- Call for Papers
- Paper Submission
- For Authors
- For Reviewers
- Important Dates
- Conference Committee
- Editorial Board
- Reviewers
- Last Proceedings

PROCEEDINGS
-
Volume 13, Issue 1 (ICAIIT 2025)
-
Volume 12, Issue 2 (ICAIIT 2024)
-
Volume 12, Issue 1 (ICAIIT 2024)
-
Volume 11, Issue 2 (ICAIIT 2023)
-
Volume 11, Issue 1 (ICAIIT 2023)
-
Volume 10, Issue 1 (ICAIIT 2022)
-
Volume 9, Issue 1 (ICAIIT 2021)
-
Volume 8, Issue 1 (ICAIIT 2020)
-
Volume 7, Issue 1 (ICAIIT 2019)
-
Volume 7, Issue 2 (ICAIIT 2019)
-
Volume 6, Issue 1 (ICAIIT 2018)
-
Volume 5, Issue 1 (ICAIIT 2017)
-
Volume 4, Issue 1 (ICAIIT 2016)
-
Volume 3, Issue 1 (ICAIIT 2015)
-
Volume 2, Issue 1 (ICAIIT 2014)
-
Volume 1, Issue 1 (ICAIIT 2013)

PAST CONFERENCES
ICAIIT 2025
-
Photos
-
Reports
ICAIIT 2024
-
Photos
-
Reports
ICAIIT 2023
-
Photos
-
Reports
ICAIIT 2021
-
Photos
-
Reports
ICAIIT 2020
-
Photos
-
Reports
ICAIIT 2019
-
Photos
-
Reports
ICAIIT 2018
-
Photos
-
Reports
ETHICS IN PUBLICATIONS
ACCOMODATION
CONTACT US
|
|