Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.).
The distribution and survival of trees during the last glacial maximum (LGM) has been of interest to paleoecologists, biogeographers, and geneticists. Ecological niche models that associate species occurrence and abundance with climatic variables are widely used to gain ecological and evolutionary i...
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| Format: | Article |
| Language: | English |
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Public Library of Science (PLoS)
2017-01-01
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| Series: | PLoS ONE |
| Online Access: | http://europepmc.org/articles/PMC5638312?pdf=render |
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| author | Mallikarjuna Aradhya Dianne Velasco Zakir Ibrahimov Biimyrza Toktoraliev David Maghradze Mirza Musayev Zviadi Bobokashvili John E Preece |
| author_facet | Mallikarjuna Aradhya Dianne Velasco Zakir Ibrahimov Biimyrza Toktoraliev David Maghradze Mirza Musayev Zviadi Bobokashvili John E Preece |
| author_sort | Mallikarjuna Aradhya |
| collection | DOAJ |
| description | The distribution and survival of trees during the last glacial maximum (LGM) has been of interest to paleoecologists, biogeographers, and geneticists. Ecological niche models that associate species occurrence and abundance with climatic variables are widely used to gain ecological and evolutionary insights and to predict species distributions over space and time. The present study deals with the glacial history of walnut to address questions related to past distributions through genetic analysis and ecological modeling of the present, LGM and Last Interglacial (LIG) periods. A maximum entropy method was used to project the current walnut distribution model on to the LGM (21-18 kyr BP) and LIG (130-116 kyr BP) climatic conditions. Model tuning identified the walnut data set filtered at 10 km spatial resolution as the best for modeling the current distribution and to hindcast past (LGM and LIG) distributions of walnut. The current distribution model predicted southern Caucasus, parts of West and Central Asia extending into South Asia encompassing northern Afghanistan, Pakistan, northwestern Himalayan region, and southwestern Tibet, as the favorable climatic niche matching the modern distribution of walnut. The hindcast of distributions suggested the occurrence of walnut during LGM was somewhat limited to southern latitudes from southern Caucasus, Central and South Asian regions extending into southwestern Tibet, northeastern India, Himalayan region of Sikkim and Bhutan, and southeastern China. Both CCSM and MIROC projections overlapped, except that MIROC projected a significant presence of walnut in the Balkan Peninsula during the LGM. In contrast, genetic analysis of the current walnut distribution suggested a much narrower area in northern Pakistan and the surrounding areas of Afghanistan, northwestern India, and southern Tajikistan as a plausible hotspot of diversity where walnut may have survived glaciations. Overall, the findings suggest that walnut perhaps survived the last glaciations in several refugia across a wide geographic area between 30° and 45° North latitude. However, humans probably played a significant role in the recent history and modern distribution of walnut. |
| first_indexed | 2024-12-11T03:40:08Z |
| format | Article |
| id | doaj.art-1554de7dbc5946f6818d54e77ac33012 |
| institution | Directory Open Access Journal |
| issn | 1932-6203 |
| language | English |
| last_indexed | 2024-12-11T03:40:08Z |
| publishDate | 2017-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj.art-1554de7dbc5946f6818d54e77ac330122022-12-22T01:22:10ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-011210e018597410.1371/journal.pone.0185974Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.).Mallikarjuna AradhyaDianne VelascoZakir IbrahimovBiimyrza ToktoralievDavid MaghradzeMirza MusayevZviadi BobokashviliJohn E PreeceThe distribution and survival of trees during the last glacial maximum (LGM) has been of interest to paleoecologists, biogeographers, and geneticists. Ecological niche models that associate species occurrence and abundance with climatic variables are widely used to gain ecological and evolutionary insights and to predict species distributions over space and time. The present study deals with the glacial history of walnut to address questions related to past distributions through genetic analysis and ecological modeling of the present, LGM and Last Interglacial (LIG) periods. A maximum entropy method was used to project the current walnut distribution model on to the LGM (21-18 kyr BP) and LIG (130-116 kyr BP) climatic conditions. Model tuning identified the walnut data set filtered at 10 km spatial resolution as the best for modeling the current distribution and to hindcast past (LGM and LIG) distributions of walnut. The current distribution model predicted southern Caucasus, parts of West and Central Asia extending into South Asia encompassing northern Afghanistan, Pakistan, northwestern Himalayan region, and southwestern Tibet, as the favorable climatic niche matching the modern distribution of walnut. The hindcast of distributions suggested the occurrence of walnut during LGM was somewhat limited to southern latitudes from southern Caucasus, Central and South Asian regions extending into southwestern Tibet, northeastern India, Himalayan region of Sikkim and Bhutan, and southeastern China. Both CCSM and MIROC projections overlapped, except that MIROC projected a significant presence of walnut in the Balkan Peninsula during the LGM. In contrast, genetic analysis of the current walnut distribution suggested a much narrower area in northern Pakistan and the surrounding areas of Afghanistan, northwestern India, and southern Tajikistan as a plausible hotspot of diversity where walnut may have survived glaciations. Overall, the findings suggest that walnut perhaps survived the last glaciations in several refugia across a wide geographic area between 30° and 45° North latitude. However, humans probably played a significant role in the recent history and modern distribution of walnut.http://europepmc.org/articles/PMC5638312?pdf=render |
| spellingShingle | Mallikarjuna Aradhya Dianne Velasco Zakir Ibrahimov Biimyrza Toktoraliev David Maghradze Mirza Musayev Zviadi Bobokashvili John E Preece Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). PLoS ONE |
| title | Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). |
| title_full | Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). |
| title_fullStr | Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). |
| title_full_unstemmed | Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). |
| title_short | Genetic and ecological insights into glacial refugia of walnut (Juglans regia L.). |
| title_sort | genetic and ecological insights into glacial refugia of walnut juglans regia l |
| url | http://europepmc.org/articles/PMC5638312?pdf=render |
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