BSU Bulletin. Mathematics, Informatics
Bibliographic description:
, , , , , ANALYTICS SYSTEM FOR EVALUATING SEISMIC POTENTIAL OF THE CENOZOIC ACTIVE FAULTS IN THE MONGOL-BAIKAL REGION // BSU Bulletin. Mathematics, Informatics. - 2020. №4. . - С. 26-39.
Title:
ANALYTICS SYSTEM FOR EVALUATING SEISMIC POTENTIAL OF THE CENOZOIC ACTIVE FAULTS IN THE MONGOL-BAIKAL REGION
Financing:
Работа выполнена при частичной финансовой поддержки РФФИ, гранты 17-57-44006, 18-07-00758, 20-55-44011.
Codes:
Annotation:
The study of the seismic potential of territories is one of the important
tasks having the significant influence on their socio-economic development. It is extremely relevant for the territories of the earthquake-prone Mongol-Baikal region.
Evaluation of the seismic potential, including the construction of energy maps of seismotectonic deformation of the lithosphere, requires processing a large volume of spatial data over significant time intervals. The processing of such an array of data is labor
intensive. Besides, in the case of using data obtained from various sources their preprocessing and cleaning is required to implement the possibility of sharing and integration. Thus, the article proposes to automate the study of seismic zoning and the construction of energy maps. The automation tool is an original service-oriented analytics
system based on the geoportal principle. The developed services provide loading and
analysis of heterogeneous spatiotemporal data.
tasks having the significant influence on their socio-economic development. It is extremely relevant for the territories of the earthquake-prone Mongol-Baikal region.
Evaluation of the seismic potential, including the construction of energy maps of seismotectonic deformation of the lithosphere, requires processing a large volume of spatial data over significant time intervals. The processing of such an array of data is labor
intensive. Besides, in the case of using data obtained from various sources their preprocessing and cleaning is required to implement the possibility of sharing and integration. Thus, the article proposes to automate the study of seismic zoning and the construction of energy maps. The automation tool is an original service-oriented analytics
system based on the geoportal principle. The developed services provide loading and
analysis of heterogeneous spatiotemporal data.
Keywords:
information system; geoportal; services; WPS; seismicity; earthquakes; thematic maps; faults; data cleaning; integration; spatial data.
List of references:
1. Klyuchevsky A. V., Demyanovich V. M. Baikalskaya riftovaya zona: oblast povyshennoi energii seismotektonicheskikh deformatsii litosfery [Baikal Rift Zone: Area of Increased Energy of Seismotectonic Deformations of the Lithosphere]. Doklady Earth Sciences. 2009. Vol. 428, no. 5. Pp. 663–666.
2. Bayaraa G. Seismichnost Mongolii i sopredelnykh territorii: avtoreferat dissertatsii na soiskanie uchenoi stepeni kandidata geologo-mineralogicheskikh nauk [Seismicity of Mongolia and Adjacent Territories. Abstract of Cand. Geol. and Mineral. Sci. Diss.]. Irkutsk: Institute of the Earth's Crust SB RAS, 2010. 18 p.
3. Ordobaev B. Engineering Methods to Reduce Seismic Risk for Buildings and Structures. Civil Security Technology. 2013. Vol. 10. No. 4 (38). Pp. 62–66.
4. Granell C., etc. Conceptual Architecture and Service-Oriented Implementation of a Regional Geoportal for Rice Monitoring. ISPRS International Journal of GeoInformation. 2017. Vol. 6. Iss. 7. 191.
5. Batuev D. A., Batuev A. R., Beshentsev A. N., Korytnyi L. M., Fedorov R. K. Formirovanie kartograficheskoi informatsionnoi sistemy sostoyaniya okruzhayushchei sredy Baikal'skogo regiona s ispolzovaniem geoportalnykh tekhnologii [Formation of a Cartographic Information System for the Environment of the Baikal Region Using Geoportal Technologies]. Vestnik Severo-Vostochnogo federalnogo universiteta imeni M. K. Ammosova. Ser. Nauki o Zemle. 2019. No. 4 (16). Pp. 82–89. DOI: 10.25587/SVFU.2020.16.49743.
6. Demyanovich M. G., Klyuchevsky A. V., Demyanovich V. M. Seismicheskoe raionirovanie territorii Mongolii [Seismic Zoning of the Territory of Mongolia]. Seismostoikoe stroitelstvo. Bezopasnost sooruzhenii. 2008. No. 2. Pp. 74–77.
7. Demyanovich V. M., Klyuchevsky A. V. Baza dannykh aktivnykh v kainozoe razlomov Mongolo-Sibirskogo regiona. Svidetelstvo o gosudarstvennoi registratsii programmy dlya EVM [Database of Active in the Cenozoic Faults of the MongolSiberian Region. Certificate of State Registration of a Computer Program]. Pat. Rus. Fed. № 2019620422. Publ. 18.03.2019.
8. Eberius J., Werner C., Thiele M., Braunschweig K., Dannecker L., Lehner W. Deexcelerator: A Framework for Extracting Relational Data from Partially Structured Documents. Proceedings of the 22nd ACM International Conference on Information & Knowledge Management. New York, NY, USA: ACM, 2013. Pp. 2477–2480. https://doi.org/10.1145/2505515.2508210
9. Paramonov V., Shigarov A., Vetrova V., Mikhailov A. Heuristic Algorithm for Recovering a Physical Structure of Spreadsheet Header. Advances in Intelligent Systems and Computing. Springer International Publishing, 2019. Pp. 140–149. https://doi.org/10.1007/978-3-030-30440-914
10. Bychkov I. V., Ruzhnikov G. M., Khmelnov A. E. et al. Infrastruktura informatsionnykh resursov i tekhnologii sozdaniya informatsionno-analiticheskikh sistem territorialnogo upravleniya [Infrastructure of Information Resources and Technology for Creating Analytics Systems of Territorial Administration]. Novosibirsk: SB RAS Publ., 2016. 242 p.
11. Paramonov V. V., Shigarov A. O., Ruzhnikov G. M., Belykh P. V. Polyphon: Analgorithm for Phonetic String Matching in Russian Language. Communications in Computer and Information Science. Springer International Publishing, 2016. Pp. 568–579. https://doi.org/10.1007/978-3-319-46254-7_46
12. Bychkov I. V., Ruzhnikov G. M., Fyodorov R. K., Shumilov A. S. Komponenty sredy WPS-servisov obrabotki geodannykh [Components of the Environment of WPS-services for Processing Geodata]. Vestnik Novosibirskogo gosudarstvennogo universiteta. Ser. Informatsionnye Tekhnologii. 2014. Vol. 12. No. 3. Pp. 16–24.
13. Klyuchevsky A. V., Demyanovich V. M. Dinamicheskie parametry ochagov silnykh zemletryasenii Baikalskoi seismicheskoi zony [Dynamic Parameters of Sources of Strong Earthquakes in the Baikal Seismic Zone]. Izvestiya. Physics of the Solid Earth. 2002. No. 2. Pp. 55–66.
14. Klyuchevsky A. V., Demyanovich V. M. Dinamika energeticheskoi struktury seismichnosti yugo-zapadnogo flanga Baikalskoi riftovoi sistemy: bifur-katsiya Andronova-Khopfa [Dynamics of the Energy Structure of Seismicity in the Southwestern В. В. Парамонов, А. А. Михайлов, Г. М. Ружников, Р. К. Фёдоров, А. В. Ключевский, В. М. Демьянович. Информационно-аналитическая система оценки ... 39 Flank of the Baikal Rift System: Andronov-Hopf Bifurcation]. Russian Geology and Geophysics. 2019. Vol. 60. No. 3. Pp. 399–419. DOI: 10.15372/GiG2019020
15. Fyodorov R. K. Servisy publikatsii kartograficheskikh i relyatsionnykh dannykh [Services for Publishing Cartographic and Relational Data]. Materialy mezhdunar. nauchno-prakt. konf., posvyashchennoi pamyati chl.-korr. RAN A. N. Antipova — Proc. Int. sci. and pract. conf., dedicated to the memory of RAS Corr. Mem. A. N. Antipov (September 23–27, 2019). Irkutsk, 2019. Pp. 992–994.
2. Bayaraa G. Seismichnost Mongolii i sopredelnykh territorii: avtoreferat dissertatsii na soiskanie uchenoi stepeni kandidata geologo-mineralogicheskikh nauk [Seismicity of Mongolia and Adjacent Territories. Abstract of Cand. Geol. and Mineral. Sci. Diss.]. Irkutsk: Institute of the Earth's Crust SB RAS, 2010. 18 p.
3. Ordobaev B. Engineering Methods to Reduce Seismic Risk for Buildings and Structures. Civil Security Technology. 2013. Vol. 10. No. 4 (38). Pp. 62–66.
4. Granell C., etc. Conceptual Architecture and Service-Oriented Implementation of a Regional Geoportal for Rice Monitoring. ISPRS International Journal of GeoInformation. 2017. Vol. 6. Iss. 7. 191.
5. Batuev D. A., Batuev A. R., Beshentsev A. N., Korytnyi L. M., Fedorov R. K. Formirovanie kartograficheskoi informatsionnoi sistemy sostoyaniya okruzhayushchei sredy Baikal'skogo regiona s ispolzovaniem geoportalnykh tekhnologii [Formation of a Cartographic Information System for the Environment of the Baikal Region Using Geoportal Technologies]. Vestnik Severo-Vostochnogo federalnogo universiteta imeni M. K. Ammosova. Ser. Nauki o Zemle. 2019. No. 4 (16). Pp. 82–89. DOI: 10.25587/SVFU.2020.16.49743.
6. Demyanovich M. G., Klyuchevsky A. V., Demyanovich V. M. Seismicheskoe raionirovanie territorii Mongolii [Seismic Zoning of the Territory of Mongolia]. Seismostoikoe stroitelstvo. Bezopasnost sooruzhenii. 2008. No. 2. Pp. 74–77.
7. Demyanovich V. M., Klyuchevsky A. V. Baza dannykh aktivnykh v kainozoe razlomov Mongolo-Sibirskogo regiona. Svidetelstvo o gosudarstvennoi registratsii programmy dlya EVM [Database of Active in the Cenozoic Faults of the MongolSiberian Region. Certificate of State Registration of a Computer Program]. Pat. Rus. Fed. № 2019620422. Publ. 18.03.2019.
8. Eberius J., Werner C., Thiele M., Braunschweig K., Dannecker L., Lehner W. Deexcelerator: A Framework for Extracting Relational Data from Partially Structured Documents. Proceedings of the 22nd ACM International Conference on Information & Knowledge Management. New York, NY, USA: ACM, 2013. Pp. 2477–2480. https://doi.org/10.1145/2505515.2508210
9. Paramonov V., Shigarov A., Vetrova V., Mikhailov A. Heuristic Algorithm for Recovering a Physical Structure of Spreadsheet Header. Advances in Intelligent Systems and Computing. Springer International Publishing, 2019. Pp. 140–149. https://doi.org/10.1007/978-3-030-30440-914
10. Bychkov I. V., Ruzhnikov G. M., Khmelnov A. E. et al. Infrastruktura informatsionnykh resursov i tekhnologii sozdaniya informatsionno-analiticheskikh sistem territorialnogo upravleniya [Infrastructure of Information Resources and Technology for Creating Analytics Systems of Territorial Administration]. Novosibirsk: SB RAS Publ., 2016. 242 p.
11. Paramonov V. V., Shigarov A. O., Ruzhnikov G. M., Belykh P. V. Polyphon: Analgorithm for Phonetic String Matching in Russian Language. Communications in Computer and Information Science. Springer International Publishing, 2016. Pp. 568–579. https://doi.org/10.1007/978-3-319-46254-7_46
12. Bychkov I. V., Ruzhnikov G. M., Fyodorov R. K., Shumilov A. S. Komponenty sredy WPS-servisov obrabotki geodannykh [Components of the Environment of WPS-services for Processing Geodata]. Vestnik Novosibirskogo gosudarstvennogo universiteta. Ser. Informatsionnye Tekhnologii. 2014. Vol. 12. No. 3. Pp. 16–24.
13. Klyuchevsky A. V., Demyanovich V. M. Dinamicheskie parametry ochagov silnykh zemletryasenii Baikalskoi seismicheskoi zony [Dynamic Parameters of Sources of Strong Earthquakes in the Baikal Seismic Zone]. Izvestiya. Physics of the Solid Earth. 2002. No. 2. Pp. 55–66.
14. Klyuchevsky A. V., Demyanovich V. M. Dinamika energeticheskoi struktury seismichnosti yugo-zapadnogo flanga Baikalskoi riftovoi sistemy: bifur-katsiya Andronova-Khopfa [Dynamics of the Energy Structure of Seismicity in the Southwestern В. В. Парамонов, А. А. Михайлов, Г. М. Ружников, Р. К. Фёдоров, А. В. Ключевский, В. М. Демьянович. Информационно-аналитическая система оценки ... 39 Flank of the Baikal Rift System: Andronov-Hopf Bifurcation]. Russian Geology and Geophysics. 2019. Vol. 60. No. 3. Pp. 399–419. DOI: 10.15372/GiG2019020
15. Fyodorov R. K. Servisy publikatsii kartograficheskikh i relyatsionnykh dannykh [Services for Publishing Cartographic and Relational Data]. Materialy mezhdunar. nauchno-prakt. konf., posvyashchennoi pamyati chl.-korr. RAN A. N. Antipova — Proc. Int. sci. and pract. conf., dedicated to the memory of RAS Corr. Mem. A. N. Antipov (September 23–27, 2019). Irkutsk, 2019. Pp. 992–994.
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