Absence of “Absences”: The Engler–Hengl Approach in Species Distribution Modeling
The possibilities of creating artificial absence points (pseudo-absences) to build species distribution models are considered. An approach proposed by R. Engler and adapted by T. Hengl is described, which takes into account habitat suitability indices and distances to presence points to create pseud...
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Veröffentlicht in: | Biology bulletin of the Russian Academy of Sciences 2023-12, Vol.50 (Suppl 2), p.S140-S155 |
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description | The possibilities of creating artificial absence points (pseudo-absences) to build species distribution models are considered. An approach proposed by R. Engler and adapted by T. Hengl is described, which takes into account habitat suitability indices and distances to presence points to create pseudo-absences. Using the example of the common bilberry (
Vaccinium myrtillus
) in the Central Forest Nature Reserve and its buffer zone, generalized linear models based on the Engler–Hengl approach, traveled tracks, and distances to presence points are compared, and the model built using the maximum entropy method. The results obtained indicate the superiority of the model based on the Engler–Hengl approach both in terms of quality assessments and in terms of the realism of the constructed spatial distribution maps. |
doi_str_mv | 10.1134/S1062359023605311 |
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Vaccinium myrtillus
) in the Central Forest Nature Reserve and its buffer zone, generalized linear models based on the Engler–Hengl approach, traveled tracks, and distances to presence points are compared, and the model built using the maximum entropy method. The results obtained indicate the superiority of the model based on the Engler–Hengl approach both in terms of quality assessments and in terms of the realism of the constructed spatial distribution maps.</description><identifier>ISSN: 1062-3590</identifier><identifier>EISSN: 1608-3059</identifier><identifier>DOI: 10.1134/S1062359023605311</identifier><language>eng</language><publisher>Moscow: Pleiades Publishing</publisher><subject>bilberries ; Biochemistry ; Biomedical and Life Sciences ; bulls ; Cell Biology ; conservation areas ; Ecological Modeling ; Ecology ; forests ; Geographical distribution ; habitats ; Life Sciences ; Nature reserves ; Spatial distribution ; Vaccinium myrtillus ; Zoology</subject><ispartof>Biology bulletin of the Russian Academy of Sciences, 2023-12, Vol.50 (Suppl 2), p.S140-S155</ispartof><rights>Pleiades Publishing, Inc. 2023. ISSN 1062-3590, Biology Bulletin, 2023, Vol. 50, Suppl. 2, pp. S140–S155. © Pleiades Publishing, Inc., 2023. Russian Text © The Author(s), 2023, published in Izvestiya Akademii Nauk, Seriya Biologicheskaya, 2023, No. 8, pp. S25–S41.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c301t-5f33d0e3690d6dac857ec0a01d648fac698743ff73a4fcb04294f106941cd9633</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1134/S1062359023605311$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1134/S1062359023605311$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Ogurtsov, S. S.</creatorcontrib><title>Absence of “Absences”: The Engler–Hengl Approach in Species Distribution Modeling</title><title>Biology bulletin of the Russian Academy of Sciences</title><addtitle>Biol Bull Russ Acad Sci</addtitle><description>The possibilities of creating artificial absence points (pseudo-absences) to build species distribution models are considered. An approach proposed by R. Engler and adapted by T. Hengl is described, which takes into account habitat suitability indices and distances to presence points to create pseudo-absences. Using the example of the common bilberry (
Vaccinium myrtillus
) in the Central Forest Nature Reserve and its buffer zone, generalized linear models based on the Engler–Hengl approach, traveled tracks, and distances to presence points are compared, and the model built using the maximum entropy method. The results obtained indicate the superiority of the model based on the Engler–Hengl approach both in terms of quality assessments and in terms of the realism of the constructed spatial distribution maps.</description><subject>bilberries</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>bulls</subject><subject>Cell Biology</subject><subject>conservation areas</subject><subject>Ecological Modeling</subject><subject>Ecology</subject><subject>forests</subject><subject>Geographical distribution</subject><subject>habitats</subject><subject>Life Sciences</subject><subject>Nature reserves</subject><subject>Spatial distribution</subject><subject>Vaccinium myrtillus</subject><subject>Zoology</subject><issn>1062-3590</issn><issn>1608-3059</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp1kLFOwzAQhiMEEqXwAGyWWFgCZ5_jxmxVKRSpiKFFjFHq2K2rNAl2M7D1HVjh5fokuCoSEojp7nTf_-u_i6JzCleUIr-eUBAMEwkMBSRI6UHUoQLSGCGRh6EP63i3P45OvF8CAEfOOtFLf-Z1pTSpDdluPr4nv9183pDpQpNhNS-1227eRzp0pN80rs7VgtiKTBqtrPbk1vq1s7N2beuKPNaFLm01P42OTF56ffZdu9Hz3XA6GMXjp_uHQX8cKwS6jhODWIBGIaEQRa7SpKcV5EALwVOTKyHTHkdjephzo2bAmeQm3CI5VYUUiN3ocu8bcr222q-zlfVKl2Ve6br1GdIEBQMGO_TiF7qsW1eFdBmTDFGmlItA0T2lXO290yZrnF3l7i2jkO1enf15ddCwvcYHtppr9-P8v-gLjt-A0g</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Ogurtsov, S. S.</creator><general>Pleiades Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20231201</creationdate><title>Absence of “Absences”: The Engler–Hengl Approach in Species Distribution Modeling</title><author>Ogurtsov, S. S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c301t-5f33d0e3690d6dac857ec0a01d648fac698743ff73a4fcb04294f106941cd9633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>bilberries</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>bulls</topic><topic>Cell Biology</topic><topic>conservation areas</topic><topic>Ecological Modeling</topic><topic>Ecology</topic><topic>forests</topic><topic>Geographical distribution</topic><topic>habitats</topic><topic>Life Sciences</topic><topic>Nature reserves</topic><topic>Spatial distribution</topic><topic>Vaccinium myrtillus</topic><topic>Zoology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ogurtsov, S. S.</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Biology bulletin of the Russian Academy of Sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ogurtsov, S. S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Absence of “Absences”: The Engler–Hengl Approach in Species Distribution Modeling</atitle><jtitle>Biology bulletin of the Russian Academy of Sciences</jtitle><stitle>Biol Bull Russ Acad Sci</stitle><date>2023-12-01</date><risdate>2023</risdate><volume>50</volume><issue>Suppl 2</issue><spage>S140</spage><epage>S155</epage><pages>S140-S155</pages><issn>1062-3590</issn><eissn>1608-3059</eissn><abstract>The possibilities of creating artificial absence points (pseudo-absences) to build species distribution models are considered. An approach proposed by R. Engler and adapted by T. Hengl is described, which takes into account habitat suitability indices and distances to presence points to create pseudo-absences. Using the example of the common bilberry (
Vaccinium myrtillus
) in the Central Forest Nature Reserve and its buffer zone, generalized linear models based on the Engler–Hengl approach, traveled tracks, and distances to presence points are compared, and the model built using the maximum entropy method. The results obtained indicate the superiority of the model based on the Engler–Hengl approach both in terms of quality assessments and in terms of the realism of the constructed spatial distribution maps.</abstract><cop>Moscow</cop><pub>Pleiades Publishing</pub><doi>10.1134/S1062359023605311</doi></addata></record> |
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subjects | bilberries Biochemistry Biomedical and Life Sciences bulls Cell Biology conservation areas Ecological Modeling Ecology forests Geographical distribution habitats Life Sciences Nature reserves Spatial distribution Vaccinium myrtillus Zoology |
title | Absence of “Absences”: The Engler–Hengl Approach in Species Distribution Modeling |
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