This article proposes a model for converting multi-source heterogeneous data into a single format and automatically controlling its quality in the monitoring of emergency situations (ES). The model covers five sources (seismic, hydrometeorological, satellite, IoT-sensor, and institutional) and performs range checking, missing-value and duplicate detection, unit normalization, statistical outlier detection (IQR), and domain-specific reliability checks. The model was tested on real open data — 267 records from the USGS earthquake catalog: 88.4% of records were recognized as valid, while 31 records (including 29 of low reliability — azimuthal gap > 180°) were automatically flagged. The results show that the model performs identically on real and simulated data and provides clean, ready input for a forecasting model.
| Mualliflar | Mahfiza Khabibovna, Razokova, Rashid Amirovich, Absalamov |
|---|---|
| Jurnal | Innovative Multidisciplinary Journal of Applied Technology |
| Nashriyot | ТДТУ Қўқон филиали |
| ISSN | 2995-486X, 2995-486x |
| Nashr sanasi | 2026-05-28 |
| Jild | 4 |
| Son | 4 |
| Betlar | 188-192 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.51699/pjpnp042 |
| Indeksga qo‘shilgan | 2026-10-18 |
DOI: 10.51699/pjpnp042 · Maqolaning asl sahifasi
emergency situations, monitoring, data integration, quality control, multi-hazard approach
| APA | Mahfiza Khabibovna, Razokova, & Rashid Amirovich, Absalamov (2026). A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING. Innovative Multidisciplinary Journal of Applied Technology, 4(4), 188-192. https://doi.org/10.51699/pjpnp042 |
|---|---|
| GOST (OAK) | Mahfiza Khabibovna, Razokova, Rashid Amirovich, Absalamov A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING // Innovative Multidisciplinary Journal of Applied Technology. – 2026. – T. 4, № 4. – P. 188-192. – DOI: 10.51699/pjpnp042. |
| MLA | Mahfiza Khabibovna, Razokova, and Rashid Amirovich, Absalamov. “A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING.” Innovative Multidisciplinary Journal of Applied Technology, 4(4), 188-192, 2026. https://doi.org/10.51699/pjpnp042 |
| Chicago | Mahfiza Khabibovna, Razokova, and Rashid Amirovich, Absalamov. “A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING.” Innovative Multidisciplinary Journal of Applied Technology, 4(4), 188-192 (2026). https://doi.org/10.51699/pjpnp042 |
| Harvard | Mahfiza Khabibovna, Razokova, and Rashid Amirovich, Absalamov (2026) ‘A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING’, Innovative Multidisciplinary Journal of Applied Technology, 4(4), 188-192. https://doi.org/10.51699/pjpnp042 |
| BibTeX | @article{mahfizakhabibovnarazokova2026,
title = {A MODEL FOR THE INTEGRATION OF MULTI-SOURCE DATA AND AUTOMATIC QUALITY CONTROL IN EMERGENCY-SITUATION MONITORING},
author = {Mahfiza Khabibovna, Razokova and Rashid Amirovich, Absalamov},
journal = {Innovative Multidisciplinary Journal of Applied Technology},
year = {2026},
volume = {4},
number = {4},
pages = {188-192},
doi = {10.51699/pjpnp042},
url = {https://doi.org/10.51699/pjpnp042}
} |
Boshqa maqola uchun iqtibos tayyorlash
This article discusses the importance of consumer-oriented design strategies in the development of modern light industry products. The study analyzes the main factors influencing the creation of competitive products…
The rapid growth of urbanization, motorization, and transportation demand has significantly increased the complexity of traffic management in modern cities. Accurate forecasting of road traffic capacity has therefore…
Background: Energy grids and healthcare systems and financial networks and transportation systems more vulnerable to sophisticated cyber threats. The signature-based detection systems which rule-based cybersecurity…
This article investigates the design of modern garments using local textile materials based on sustainable development principles. The ecological, economic, and aesthetic advantages of locally produced fabrics were…
The continuous growth of broadband traffic and the limited availability of optical fibers in existing fiber-optic communication networks require the development of cost-effective methods for increasing transmission…
This article examines the analytical determination of torque and numerical calculation of vibration displacement of a mobile vehicle's internal combustion engine mount. An analytical relationship between engine torque…
Background: The rising adoption of renewable power systems throughout present-day distribution systems has produced various obstacles which affect the delivery of stable power with high quality. The irregular operation…
The article presents the determination of the roller mechanisms of the belt conveyor according to the vibrations of the outer shell, taking into account the values of the technological load and friction force. The laws…
The operational efficiency of modern ring spinning machines is strongly influenced by the technical condition of the electric drive system. Temporary drive failures and reductions in motor rotational speed directly…
To address growing food security demands and optimize agricultural water management under typical irrigated grey soils of the Tashkent region, this study evaluates the efficiency of the sprinkler irrigation method for…
Innovative Multidisciplinary Journal of Applied Technology — barcha maqolalar · 2026-yil arxivi
This article analyzes the scientific, pedagogical, and methodological foundations for the effective integration of national upbringing factors with modern global competencies in the context of continuous education…
Maqolada paxta xomashyosini yirik iflosliklardan tozalash jarayonida arrali baraban va kolosnikli panjara o‘rtasidagi o‘zaro ta’sirni takomillashtirish masalasi ko‘rib chiqilgan. Mavjud tozalagichlarda qo‘llaniladigan…
Maqolada paxta xomashyosini yirik va mayda iflosliklardan tozalash samaradorligini oshirishga qaratilgan ilmiy tadqiqotlar tizimlashtirilib, konstruktiv va texnologik omillarning o‘zaro ta’siri qiyosiy tahlil qilindi…
The paper analyzes grate constructions used in cotton cleaners for removing large impurities. The aim is to systematize the advantages and limitations of stationary round, triangular and trapezoidal grate bars and to…
Relevance: a gas-engine unit MWM TCG 3020 V20 with an electrical output of 2300 kW, installed in a mini-CHP modular building, is an intense noise source — the sound pressure level near the running engine reaches 100–105…
Relevance: The Kyrgyz Republic has a significant solar radiation resource, but its power sector relies mainly on hydropower, and the winter load peak coincides with the seasonal minimum of river flow. A consistent…