EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE
Aim. Zoning of the territory of Nizhny Novgorod region by risk of HFRS infection using Maxent method. Materials and methods. Data from Centre of Hygiene and Epidemiology in Nizhny Novgorod region for each case of the HFRS for 2010 - 2016, data on environment (Bioclim), data on vegetation activity (M...
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| Format: | Article |
| Language: | Russian |
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Central Research Institute for Epidemiology
2017-10-01
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| Series: | Журнал микробиологии, эпидемиологии и иммунобиологии |
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| Online Access: | https://microbiol.elpub.ru/jour/article/view/198 |
| _version_ | 1817983443694256128 |
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| author | L. A. Solntsev V. M. Dubyansky |
| author_facet | L. A. Solntsev V. M. Dubyansky |
| author_sort | L. A. Solntsev |
| collection | DOAJ |
| description | Aim. Zoning of the territory of Nizhny Novgorod region by risk of HFRS infection using Maxent method. Materials and methods. Data from Centre of Hygiene and Epidemiology in Nizhny Novgorod region for each case of the HFRS for 2010 - 2016, data on environment (Bioclim), data on vegetation activity (MODIS) were used. ArcGIS 10.2.2 and Maxent 3.3.3k packages were used. Results. Model for evaluation of potential risk of HFRS in Nizhny Novgorod was developed and validated. Conclusion. The data obtained do not contradict the observed spatial localization of the cases of HFRS infection (prediction accuracy over 75%), detected connection between spatial localization of HFRS cases and combination of environment factors and allow to predict changes in borders of potentially dangerous segments after environmental changes. |
| first_indexed | 2024-04-13T23:33:16Z |
| format | Article |
| id | doaj.art-5159afee03214efe9735a021df34d9a7 |
| institution | Directory Open Access Journal |
| issn | 0372-9311 2686-7613 |
| language | Russian |
| last_indexed | 2024-04-13T23:33:16Z |
| publishDate | 2017-10-01 |
| publisher | Central Research Institute for Epidemiology |
| record_format | Article |
| series | Журнал микробиологии, эпидемиологии и иммунобиологии |
| spelling | doaj.art-5159afee03214efe9735a021df34d9a72022-12-22T02:24:49ZrusCentral Research Institute for EpidemiologyЖурнал микробиологии, эпидемиологии и иммунобиологии0372-93112686-76132017-10-0105394510.36233/0372-9311-2017-5-39-45198EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLEL. A. Solntsev0V. M. Dubyansky1Blokhina Research Institute of Epidemiology and MicrobiologyStavropol Institute of Plague ControlAim. Zoning of the territory of Nizhny Novgorod region by risk of HFRS infection using Maxent method. Materials and methods. Data from Centre of Hygiene and Epidemiology in Nizhny Novgorod region for each case of the HFRS for 2010 - 2016, data on environment (Bioclim), data on vegetation activity (MODIS) were used. ArcGIS 10.2.2 and Maxent 3.3.3k packages were used. Results. Model for evaluation of potential risk of HFRS in Nizhny Novgorod was developed and validated. Conclusion. The data obtained do not contradict the observed spatial localization of the cases of HFRS infection (prediction accuracy over 75%), detected connection between spatial localization of HFRS cases and combination of environment factors and allow to predict changes in borders of potentially dangerous segments after environmental changes.https://microbiol.elpub.ru/jour/article/view/198maxentbioclim. ndvihfrsmaxentspatial modellingbioclimndvigis |
| spellingShingle | L. A. Solntsev V. M. Dubyansky EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE Журнал микробиологии, эпидемиологии и иммунобиологии maxent bioclim. ndvi hfrs maxent spatial modelling bioclim ndvi gis |
| title | EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE |
| title_full | EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE |
| title_fullStr | EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE |
| title_full_unstemmed | EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE |
| title_short | EXPERIENCE OF USING MAXIMAL ENTROPY METHOD (MAXENT) FOR ZONING OF THE TERRITORY BY HERS RISK USING NIZHNY NOVGOROD REGION AS AN EXAMPLE |
| title_sort | experience of using maximal entropy method maxent for zoning of the territory by hers risk using nizhny novgorod region as an example |
| topic | maxent bioclim. ndvi hfrs maxent spatial modelling bioclim ndvi gis |
| url | https://microbiol.elpub.ru/jour/article/view/198 |
| work_keys_str_mv | AT lasolntsev experienceofusingmaximalentropymethodmaxentforzoningoftheterritorybyhersriskusingnizhnynovgorodregionasanexample AT vmdubyansky experienceofusingmaximalentropymethodmaxentforzoningoftheterritorybyhersriskusingnizhnynovgorodregionasanexample |