Python based GIS tools for landscape genetics: visualising genetic relatedness and measuring landscape connectivity
Summary 1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond...
Gespeichert in:
| Veröffentlicht in: | Methods in ecology and evolution Jg. 2; H. 1; S. 52 - 55 |
|---|---|
| 1. Verfasser: | |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Oxford, UK
Blackwell Publishing Ltd
01.01.2011
John Wiley & Sons, Inc |
| Schlagworte: | |
| ISSN: | 2041-210X, 2041-210X |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | Summary
1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond the non‐specialist.
2. To help address this, a series of Python script based GIS tools have been developed for use in landscape genetics studies.
3. The scripts convert files, visualise genetic relatedness, and measure landscape connectivity using least‐cost path analysis. The scripts are housed in an ArcToolbox that is freely available along with the underlying Python code.
4. The Python scripts allow researchers to use more current software, provide the option of further development by the user community, and reduce the amount of time that would be spent developing common solutions. |
|---|---|
| AbstractList | Summary 1.Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond the non-specialist. 2.To help address this, a series of Python script based GIS tools have been developed for use in landscape genetics studies. 3.The scripts convert files, visualise genetic relatedness, and measure landscape connectivity using least-cost path analysis. The scripts are housed in an ArcToolbox that is freely available along with the underlying Python code. 4.The Python scripts allow researchers to use more current software, provide the option of further development by the user community, and reduce the amount of time that would be spent developing common solutions. Summary 1.Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond the non-specialist. 2.To help address this, a series of Python script based GIS tools have been developed for use in landscape genetics studies. 3.The scripts convert files, visualise genetic relatedness, and measure landscape connectivity using least-cost path analysis. The scripts are housed in an ArcToolbox that is freely available along with the underlying Python code. 4.The Python scripts allow researchers to use more current software, provide the option of further development by the user community, and reduce the amount of time that would be spent developing common solutions. [PUBLICATION ABSTRACT] 1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond the non‐specialist. 2. To help address this, a series of Python script based GIS tools have been developed for use in landscape genetics studies. 3. The scripts convert files, visualise genetic relatedness, and measure landscape connectivity using least‐cost path analysis. The scripts are housed in an ArcToolbox that is freely available along with the underlying Python code. 4. The Python scripts allow researchers to use more current software, provide the option of further development by the user community, and reduce the amount of time that would be spent developing common solutions. Summary 1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary collaboration. Use of geographic information system (GIS) software is essential, but requires a degree of customisation that is often beyond the non‐specialist. 2. To help address this, a series of Python script based GIS tools have been developed for use in landscape genetics studies. 3. The scripts convert files, visualise genetic relatedness, and measure landscape connectivity using least‐cost path analysis. The scripts are housed in an ArcToolbox that is freely available along with the underlying Python code. 4. The Python scripts allow researchers to use more current software, provide the option of further development by the user community, and reduce the amount of time that would be spent developing common solutions. |
| Author | Etherington, Thomas R. |
| Author_xml | – sequence: 1 givenname: Thomas R. surname: Etherington fullname: Etherington, Thomas R. |
| BookMark | eNqNkV9LHDEUxUNRqFW_Q8CXvuyaSTIzmVIKRdY_oChooW8hk7ljs8wm29yMut_eTLe24pN5yeXe3zlc7vlEdnzwQAgt2LzI73g550wWM16wn7nKXcaYVPOnD2Tv32DnVf2RHCIuM8SEahiXewRvNulX8LQ1CB09u7ilKYQBaR8iHYzv0Jo10HvwkJzFL_TB4WgGh87fv3RphMEk6Dwg0iyhKzA4xon472CD92CTe3Bpc0B2ezMgHP7998mP08Xdyfns8vrs4uT75cxKLtSslb3tFWvKFpq6kx1r-7pSVScbqKEXnekBoLRtVdUVl1DXnPMGWKnAqMqwUuyTz1vfdQy_R8CkVw4tDHkrCCPqQoqG81rIKqNHb9BlGKPP2-lClILJinOVqW9bysaAGKHX1iWTXPApGjfogukpFr3U08X1dHE9xaL_xKKfsoF6Y7CObmXi5j3Sr1vpoxtg826dvloshFTiGXdKqGM |
| CitedBy_id | crossref_primary_10_1016_j_biocon_2017_12_017 crossref_primary_10_1111_bij_12737 crossref_primary_10_1111_ddi_12200 crossref_primary_10_1111_tgis_12090 crossref_primary_10_1002_ece3_476 crossref_primary_10_1111_mec_13176 crossref_primary_10_1038_s41437_020_0345_5 crossref_primary_10_3390_f15050830 crossref_primary_10_1017_S003118201200090X crossref_primary_10_1111_jbi_12524 crossref_primary_10_1111_ecog_01297 crossref_primary_10_1093_jmammal_gyx042 crossref_primary_10_1016_j_tree_2013_05_012 crossref_primary_10_1371_journal_pone_0148842 crossref_primary_10_1007_s10592_012_0420_4 crossref_primary_10_1111_j_1365_294X_2012_05696_x crossref_primary_10_1016_j_landurbplan_2016_12_011 crossref_primary_10_1371_journal_pone_0057433 crossref_primary_10_1007_s10980_011_9652_9 crossref_primary_10_1016_j_apgeog_2013_07_016 crossref_primary_10_1093_jmammal_gyw008 crossref_primary_10_1371_journal_pgen_1009170 crossref_primary_10_1016_j_ecoinf_2015_05_007 crossref_primary_10_1002_ece3_70439 crossref_primary_10_1016_j_biocon_2011_04_025 crossref_primary_10_1007_s10592_015_0732_2 crossref_primary_10_1111_mec_12712 crossref_primary_10_1111_oik_01248 crossref_primary_10_1007_s40823_024_00104_6 crossref_primary_10_1111_eva_12443 crossref_primary_10_1111_mec_14407 crossref_primary_10_1111_1755_0998_12332 crossref_primary_10_1002_ece3_1068 crossref_primary_10_1371_journal_pone_0153098 crossref_primary_10_1038_hdy_2014_39 crossref_primary_10_1111_j_1365_294X_2011_05313_x crossref_primary_10_1002_ece3_7887 crossref_primary_10_1111_eva_12161 crossref_primary_10_1186_s12862_016_0702_4 crossref_primary_10_1644_12_MAMM_A_171_1 crossref_primary_10_1038_hdy_2013_120 crossref_primary_10_1111_jbi_12632 crossref_primary_10_1007_s10980_013_9880_2 crossref_primary_10_3390_plants12071559 crossref_primary_10_1111_1365_2435_12813 crossref_primary_10_1111_2041_210X_12200 crossref_primary_10_1111_ddi_12064 crossref_primary_10_1007_s10592_014_0653_5 crossref_primary_10_1007_s10980_021_01328_1 crossref_primary_10_1007_s10980_012_9844_y crossref_primary_10_1111_gcb_13369 crossref_primary_10_1111_mec_14230 crossref_primary_10_1093_jmammal_gyw066 crossref_primary_10_1111_2041_210X_12616 crossref_primary_10_1111_j_1365_294X_2012_05476_x crossref_primary_10_1007_s10592_013_0478_7 crossref_primary_10_1007_s10980_022_01469_x crossref_primary_10_1111_mec_13939 crossref_primary_10_1007_s10980_015_0331_0 crossref_primary_10_1093_cz_zow010 crossref_primary_10_3390_f13030488 |
| Cites_doi | 10.1111/j.1365-2664.2008.01563.x 10.1016/S0169-2046(02)00242-6 10.1111/j.1365-2664.2007.01325.x 10.1007/s10980-007-9118-2 10.1111/j.1471-8286.2004.00843.x 10.1111/j.1471-8286.2004.00796.x 10.1111/j.1365-294X.2006.02936.x 10.1038/sj.hdy.6800917 10.1046/j.1471-8286.2003.00351.x 10.1111/j.1365-294X.2005.02568.x 10.1034/j.1600-0706.2000.900102.x 10.1111/j.1365-294X.2010.04605.x 10.1007/s10980-005-6058-6 10.1046/j.1471-8286.2002.00305.x 10.1007/s10980-005-5956-y 10.1007/s10980-009-9334-z |
| ContentType | Journal Article |
| Copyright | 2010 The Author. Methods in Ecology and Evolution © 2010 British Ecological Society |
| Copyright_xml | – notice: 2010 The Author. Methods in Ecology and Evolution © 2010 British Ecological Society |
| DBID | AAYXX CITATION 7QG 7SN 8FD C1K FR3 P64 RC3 |
| DOI | 10.1111/j.2041-210X.2010.00048.x |
| DatabaseName | CrossRef Animal Behavior Abstracts Ecology Abstracts Technology Research Database Environmental Sciences and Pollution Management Engineering Research Database Biotechnology and BioEngineering Abstracts Genetics Abstracts |
| DatabaseTitle | CrossRef Genetics Abstracts Technology Research Database Animal Behavior Abstracts Engineering Research Database Ecology Abstracts Biotechnology and BioEngineering Abstracts Environmental Sciences and Pollution Management |
| DatabaseTitleList | Genetics Abstracts Genetics Abstracts CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Ecology |
| EISSN | 2041-210X |
| EndPage | 55 |
| ExternalDocumentID | 2974286451 10_1111_j_2041_210X_2010_00048_x MEE348 |
| Genre | article |
| GroupedDBID | 05W 0R~ 1OC 24P 31~ 33P 4.4 4P2 50Y 5DZ 702 8-1 A00 AAESR AAFWJ AAHBH AAHHS AAZKR ABCUV ABLJU ACCFJ ACCMX ACCZN ACGFO ACGFS ACPOU ACPRK ACXQS ADBBV ADKYN ADXAS ADZMN AEEZP AENEX AEQDE AEUYN AFBPY AFKRA AFPKN AFRAH AIAGR AIURR AIWBW AJBDE ALMA_UNASSIGNED_HOLDINGS ALUQN AMYDB ATCPS AVUZU AZVAB BBNVY BENPR BFHJK BHPHI BMXJE BRXPI CAG CCPQU COF DCZOG DPXWK EBD EBS EDH EJD F1Z G-S GODZA GROUPED_DOAJ HCIFZ HZ~ LATKE LEEKS LH4 LITHE LOXES LUTES LW6 LYRES M7P MY. MY~ M~E O9- P2P P2W P4E PATMY PYCSY R.K ROL RX1 SUPJJ V8K WBKPD WOHZO WYJ ZZTAW ~S- AAMMB AAYXX AEFGJ AFFHD AGXDD AIDQK AIDYY BANNL CITATION PHGZM PHGZT PQGLB WIN 7QG 7SN 8FD C1K FR3 P64 RC3 |
| ID | FETCH-LOGICAL-c4238-b4fcf8095be97d4d0bf7686d49e7ef3dafeee5cb667624e772229e058ea86a053 |
| IEDL.DBID | WIN |
| ISICitedReferencesCount | 70 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000291446300006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2041-210X |
| IngestDate | Tue Oct 07 09:18:26 EDT 2025 Wed Aug 13 09:03:30 EDT 2025 Sat Nov 29 05:20:23 EST 2025 Tue Nov 18 21:29:03 EST 2025 Wed Jan 22 16:55:20 EST 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| License | http://onlinelibrary.wiley.com/termsAndConditions#vor |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c4238-b4fcf8095be97d4d0bf7686d49e7ef3dafeee5cb667624e772229e058ea86a053 |
| Notes | Present address: School of Environment, The University of Auckland, Private Bag 92019, Auckland 1142, New Zealand ObjectType-Article-1 SourceType-Scholarly Journals-1 content type line 14 ObjectType-Feature-2 content type line 23 |
| OpenAccessLink | https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/j.2041-210X.2010.00048.x |
| PQID | 1353046228 |
| PQPubID | 1016379 |
| PageCount | 4 |
| ParticipantIDs | proquest_miscellaneous_1439227346 proquest_journals_1353046228 crossref_citationtrail_10_1111_j_2041_210X_2010_00048_x crossref_primary_10_1111_j_2041_210X_2010_00048_x wiley_primary_10_1111_j_2041_210X_2010_00048_x_MEE348 |
| PublicationCentury | 2000 |
| PublicationDate | January 2011 2011-01-00 20110101 |
| PublicationDateYYYYMMDD | 2011-01-01 |
| PublicationDate_xml | – month: 01 year: 2011 text: January 2011 |
| PublicationDecade | 2010 |
| PublicationPlace | Oxford, UK |
| PublicationPlace_xml | – name: Oxford, UK – name: London |
| PublicationTitle | Methods in ecology and evolution |
| PublicationYear | 2011 |
| Publisher | Blackwell Publishing Ltd John Wiley & Sons, Inc |
| Publisher_xml | – name: Blackwell Publishing Ltd – name: John Wiley & Sons, Inc |
| References | 2009; 24 2010; 19 2006; 21 1997; 145 2006; 15 2004; 4 2005; 5 2003; 3 2002; 2 2008; 45 2008; 23 2000; 90 2007; 98 2007; 44 2007; 22 2003; 64 e_1_2_3_2_1 Wang Y.H. (e_1_2_3_18_1) 2008; 23 e_1_2_3_6_1 e_1_2_3_16_1 e_1_2_3_5_1 e_1_2_3_17_1 e_1_2_3_4_1 e_1_2_3_3_1 e_1_2_3_12_1 e_1_2_3_9_1 e_1_2_3_13_1 e_1_2_3_8_1 e_1_2_3_14_1 e_1_2_3_7_1 e_1_2_3_15_1 e_1_2_3_10_1 e_1_2_3_11_1 |
| References_xml | – volume: 21 start-page: 877 year: 2006 end-page: 889 article-title: Genetic isolation by distance and landscape connectivity in the American marten ( ) publication-title: Landscape Ecology – volume: 2 start-page: 618 year: 2002 end-page: 620 article-title: SPAGeDi: a versatile computer program to analyse spatial genetic structure at the individual or population levels publication-title: Molecular Ecology Notes – volume: 15 start-page: 2333 year: 2006 end-page: 2344 article-title: Gene flow and functional connectivity in the natterjack toad publication-title: Molecular Ecology – volume: 23 start-page: 989 year: 2008 end-page: 1000 article-title: Habitat suitability modelling to correlate gene flow with landscape connectivity publication-title: Landscape Ecology – volume: 64 start-page: 233 year: 2003 end-page: 247 article-title: The application of ‘least‐cost’ modelling as a functional landscape model publication-title: Landscape and Urban Planning – volume: 98 start-page: 128 year: 2007 end-page: 142 article-title: Putting the ‘landscape’ in landscape genetics publication-title: Heredity – volume: 44 start-page: 714 year: 2007 end-page: 724 article-title: Optimizing dispersal and corridor models using landscape genetics publication-title: Journal of Applied Ecology – volume: 5 start-page: 177 year: 2005 end-page: 180 article-title: PATHMATRIX: a geographical information system tool to compute effective distances among samples publication-title: Molecular Ecology Notes – volume: 4 start-page: 779 year: 2004 end-page: 782 article-title: KINGROUP: a program for pedigree relationship reconstruction and kin group assignments using genetic markers publication-title: Molecular Ecology Notes – volume: 22 start-page: 1303 year: 2007 end-page: 1314 article-title: Functional connectivity defined through cost‐distance and genetic analyses: a case study for the rock‐dwelling mountain vizcacha ( ) in Patagonia, Argentina publication-title: Landscape Ecology – volume: 19 start-page: 1663 year: 2010 end-page: 1674 article-title: Using isolation‐by‐distance‐based approaches to assess the barrier effect of linear landscape elements on badger ( ) dispersal publication-title: Molecular Ecology – volume: 45 start-page: 1732 year: 2008 end-page: 1741 article-title: Impacts of massive landscape change on a carnivorous marsupial in south‐eastern Australia: inferences from landscape genetics analysis publication-title: Journal of Applied Ecology – volume: 90 start-page: 7 year: 2000 end-page: 19 article-title: On the usage and measurement of landscape connectivity publication-title: Oikos – volume: 24 start-page: 455 year: 2009 end-page: 463 article-title: Identifying future research needs in landscape genetics: where to from here? publication-title: Landscape Ecology – volume: 3 start-page: 167 year: 2003 end-page: 169 article-title: Microsatellite Analyser (MSA): a platform independent analysis tool for large microsatellite data sets publication-title: Molecular Ecology Notes – volume: 21 start-page: 793 year: 2006 end-page: 796 article-title: A brief guide to landscape genetics publication-title: Landscape Ecology – volume: 145 start-page: 1219 year: 1997 end-page: 1228 article-title: Genetic differentiation and estimation of gene flow from ‐statistics under isolation by distance publication-title: Genetics – ident: e_1_2_3_11_1 doi: 10.1111/j.1365-2664.2008.01563.x – ident: e_1_2_3_2_1 doi: 10.1016/S0169-2046(02)00242-6 – volume: 23 start-page: 989 year: 2008 ident: e_1_2_3_18_1 article-title: Habitat suitability modelling to correlate gene flow with landscape connectivity publication-title: Landscape Ecology – ident: e_1_2_3_6_1 doi: 10.1111/j.1365-2664.2007.01325.x – ident: e_1_2_3_17_1 doi: 10.1007/s10980-007-9118-2 – ident: e_1_2_3_12_1 doi: 10.1111/j.1471-8286.2004.00843.x – ident: e_1_2_3_10_1 doi: 10.1111/j.1471-8286.2004.00796.x – ident: e_1_2_3_14_1 doi: 10.1111/j.1365-294X.2006.02936.x – ident: e_1_2_3_15_1 doi: 10.1038/sj.hdy.6800917 – ident: e_1_2_3_5_1 doi: 10.1046/j.1471-8286.2003.00351.x – ident: e_1_2_3_13_1 doi: 10.1111/j.1365-294X.2005.02568.x – ident: e_1_2_3_16_1 doi: 10.1034/j.1600-0706.2000.900102.x – ident: e_1_2_3_7_1 doi: 10.1111/j.1365-294X.2010.04605.x – ident: e_1_2_3_9_1 doi: 10.1007/s10980-005-6058-6 – ident: e_1_2_3_8_1 doi: 10.1046/j.1471-8286.2002.00305.x – ident: e_1_2_3_4_1 doi: 10.1007/s10980-005-5956-y – ident: e_1_2_3_3_1 doi: 10.1007/s10980-009-9334-z |
| SSID | ssj0000389024 |
| Score | 2.1894884 |
| Snippet | Summary
1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary... 1. Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary... Summary 1.Landscape genetics is an area of research that can help to understand many spatial ecological processes, but requires significant interdisciplinary... |
| SourceID | proquest crossref wiley |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 52 |
| SubjectTerms | ArcGIS Genetics geographic information system Geographic information systems least‐cost modelling Python Remote sensing |
| Title | Python based GIS tools for landscape genetics: visualising genetic relatedness and measuring landscape connectivity |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fj.2041-210X.2010.00048.x https://www.proquest.com/docview/1353046228 https://www.proquest.com/docview/1439227346 |
| Volume | 2 |
| WOSCitedRecordID | wos000291446300006&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2041-210X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000389024 issn: 2041-210X databaseCode: M~E dateStart: 20100101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVWIB databaseName: Wiley Online Library Free Content customDbUrl: eissn: 2041-210X dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000389024 issn: 2041-210X databaseCode: WIN dateStart: 20100101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1ZS8QwEB5UFHzxFteLCL5WeqSXbyL1AF0Er30LSToBQXfFrqIv_nYzabfrgg8iQp_aTEonM8k30zkA9qWOeB5kyjMmTjwuk9jLLczweOr7JkilRldK6e4i7XazXi-_auKfKBemrg_ROtxIM9x-TQouVTWh5KHPA8-aLL1RhJaVxgPCkwF3Onp_3m3dLVRHznctbluqibien-eaPKzGCPQ7jnUH0cnif37CEiw0cJQd1fKzDFPYX4G5wpWy_liF6uqDagswOutKdnp-zYaDwWPFLNJlLkmYwqeYlUFKhawO2dtDRUma5H8Y3WUuWwZL2lKZJWFPzitJI8YzaAq30XUjizW4PSlujs-8pk2Dpy0WyzzFjTaZhWoK87Tkpa-MtWGSkueYoolKaRAx1oqiaUOOFs6HYY5-nKHMEmk3gXWY6Q_6uAEMSyVVJKNYWZyGSSqR5ybMfZ2qwFp2YQfS0XoI3dQwp1Yaj2JsyxBLBbFUEEuFY6l470DQUj7XdTx-QbM9WnLRaHYlqE8IJfSGWQf22sdWJ-lHi-zj4NWOsSgvpLpBSQdiJwC_fqe4LIqIZ5t_pNuC-drpTdc2zAxfXnEHZvXb8KF62YXpy89i1ynGF9pHCqM |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3da9swED9Gt7K9tFu3sbTdpsFeXfwhf-2tjGQNS0NhWcmbkOQTFNJkxGlp__veyY6zQB_KGPjJ1sn4dCf97nwfAF-1TWQZFSZwLs0CqbM0KAlmBDIPQxfl2qIvpXQ5ysfjYjotL9p2QJwL09SH6BxurBl-v2YFZ4f0lpbHoYwCslmm6xAtEscTApTPZUZAntNLhuPO4cKV5ELf5LYj24rseXyy7eNqg0H_RrL-KBrs_9ePeA17LSIVp40IvYFnOD-A3b6vZn3_FuqLey4vIPi4q8SP4S-xWixmtSCwK3yeMEdQCRJDzoasv4nbq5rzNNkFsb4rfMIMVryrCiIR194xySM2M1iOuLFNL4t38HvQn3w_C9pODYElOFYERjrrCkJrBsu8klVoHJkxWSVLzNEllXaImFrDAbWxREL0cVximBaoi0zTPvAeduaLOX4AgZXRJtFJagiqYZZrlKWLy9DmJiLjLu5Bvl4QZdsy5txNY6Y25gyzVDFLFbNUeZaqux5EHeWfppTHE2iO12uuWuWuFbcK4ZzeuOjBl-4xqSX_a9FzXNzQGAJ6MZcOynqQegl48jvVeb-fyOLwH-k-w8uzyflIjYbjn0fwqvGB83UMO6vlDX6EF_Z2dVUvP3n9eAB_iA2i |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3dT9swED9NsE28jG2A6IDNk_YalA_nizcE7VaNVZX2ob5ZtnOWKkGLSEHjv9-dk6ZU4gGhSXlKfI5yvrN_d7kPgC_aJrKMChM4l2aB1FkalAQzApmHoYtybdGXUvpzkY9GxWRSjtt2QJwL09SH6BxurBl-v2YFx-vKrWl5HMooIJtlsgzRInE8JkC5KTM6CTm9ZDjqHC5cSS70TW47srXInscnWz-uVhj0IZL1R9Fg-79-xFt40yJScdqI0Dt4gbP38Krvq1nf70A9vufyAoKPu0p8Hf4Ui_n8shYEdoXPE-YIKkFiyNmQ9Ym4m9acp8kuiOVd4RNmsOJdVRCJuPKOSR6xmsFyxI1telnswu9B_9fZt6Dt1BBYgmNFYKSzriC0ZrDMK1mFxpEZk1WyxBxdUmmHiKk1HFAbSyREH8clhmmBusg07QN7sDGbz3AfBFZGm0QnqSGohlmuUZYuLkObm4iMu7gH-XJBlG3LmHM3jUu1MmeYpYpZqpilyrNU_e1B1FFeN6U8nkBzuFxz1Sp3rbhVCOf0xkUPPnePSS35X4ue4fyWxhDQi7l0UNaD1EvAk9-pfvT7iSw-PJPuE7wenw_UxXD0_QC2Ghc4X4ewsbi5xSN4ae8W0_rmo1ePf9evDRQ |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Python+based+GIS+tools+for+landscape+genetics%3A+visualising+genetic+relatedness+and+measuring+landscape+connectivity&rft.jtitle=Methods+in+ecology+and+evolution&rft.au=Etherington%2C+Thomas+R&rft.date=2011-01-01&rft.issn=2041-210X&rft.eissn=2041-210X&rft.volume=2&rft.issue=1&rft.spage=52&rft.epage=55&rft_id=info:doi/10.1111%2Fj.2041-210X.2010.00048.x&rft.externalDBID=NO_FULL_TEXT |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2041-210X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2041-210X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2041-210X&client=summon |