Integrating genomics and biogeography to unravel the origin of a mountain biota: The case of a reptile endemicity hotspot in Arabia
Data files
May 12, 2023 version files 54.48 GB
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DATASETS.zip
90.11 MB
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Demultiplexed_reads.zip
54.39 GB
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README.md
11.04 KB
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Trees.zip
329.21 KB
Jan 22, 2024 version files 54.48 GB
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DATASETS.zip
90.11 MB
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Demultiplexed_reads.zip
54.39 GB
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README.md
11.10 KB
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Trees.zip
329.21 KB
Mar 29, 2024 version files 54.48 GB
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DATASETS.zip
90.11 MB
-
Demultiplexed_reads.zip
54.39 GB
-
README.md
11.19 KB
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Trees.zip
444.38 KB
Jun 27, 2024 version files 54.48 GB
-
DATASETS.zip
90.11 MB
-
Demultiplexed_reads.zip
54.39 GB
-
README.md
17.81 KB
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Trees.zip
444.38 KB
Abstract
Advances in genomics have greatly enhanced our understanding of mountain biodiversity, providing new insights into the complex and dynamic mechanisms that drive the formation of mountain biotas. These span from broad biogeographic patterns to population dynamics and adaptations to these environments. However, significant challenges remain in integrating large-scale and fine-scale findings to develop a comprehensive understanding of mountain biodiversity. One significant challenge is the lack of genomic data, particularly in historically understudied arid regions where reptiles are a particularly diverse vertebrate group. In the present study, we assembled a de novo genome-wide SNP dataset for the complete endemic reptile fauna of a mountain range (19 described species with more than 600 specimens sequenced), and integrated state-of-the-art biogeographic analyses at the population, species and community level. Thus, we provide for the first time a holistic integration of how a whole endemic reptile community has originated, diversified and dispersed through a mountain system. Our results show that reptiles independently colonized the Hajar Mountains of southeastern Arabia 11 times. After colonization, species delimitation methods suggest high levels of within-mountain diversification, supporting up to 49 putative species. This diversity is strongly structured following local topography, with the highest peaks acting as a broad barrier to gene flow among the entire community. Surprisingly, orogenic events do not seem key drivers of the biogeographic history of reptiles in this system. Instead, past climatic events seem to have had a major role in this community assemblage. We observe an increase of vicariant events from Late Pliocene onwards, coinciding with an unstable climatic period of rapid shifts between hyper-arid and semiarid conditions that led to the ongoing desertification of Arabia. We conclude that paleoclimate, and particularly extreme aridification, acted as a main driver of diversification in arid mountain systems which is tangled with the generation of highly adapted endemicity. Overall, our study does not only provide a valuable contribution to understanding the evolution of mountain biodiversity, but also offers a flexible and scalable approach that can be reproduced into any taxonomic group and at any discrete environment.
Brief summary of dataset contents.
Data archive for:\
Integrating genomics and biogeography to unravel the origin of a mountain biota: The case of a reptile endemicity hotspot in Arabia
by Bernat Burriel-Carranza, Hctor Tejero-Cicundez, Albert Carn, Gabriel Riao, Adrin Talavera, Saleh Al Saadi, Johannes Els, Ji md, Karin Tamar, Pedro Tarroso and Salvador Carranza
This dataset contains ddRADseq raw reads, data files that should allow replication of the workflow, and the resulting phylogenomic and pylogenetic trees produced in this work. Also, this dataset contains supplementary material (Figures and Tables), and the extended methods related to this publication.
In the present work, we assembled a large genomic database (n = 661) for all endemic reptiles of the Hajar Mountains. We investigated the diversity, population structure and the biogeography of all the endemic reptile fauna of this mountain range providing, for the first time, an holistic understanding of
how a montane reptile community has originated, diversified, and dispersed in a mountain system.
##################################################
Description of the Data and file structure
Summary of data
Data in this repository is structured into different subfolders.
** Demultiplexed reads: This zipped folder contains all demultiplexed reads obtained through ddRAD sequencing in the present study. There are 606 fastq.gz files and each file is identified by the specimen code given to each individual in Table S4 (see Sup_tables folder). The remaining 55 samples used in this work were extracted from a previous study and correspond to all Trachydactylus samples (Burriel-Carranza, Bernat; Estarellas, Maria; Riao, Gabriel; Talavera, Adrin; Tejero-Cicundez, Hctor; Els, Johannes; Carranza, Salvador (2023), Data from: Species boundaries to the limit: validating species delimitation methods is critical to avoid taxonomic inflation in the genomic era, Mendeley Data, V2, doi: 10.17632/dnsrsmkzkg.2)
** Datasets: This folder contains all datasets needed to reproduce the study. This folder is structured into 10 subfolders representing each of the different colonization groups in the Hajar Mountain range. Within each subfolder there are 5 analysis folders\
** Scripts: Folder containing all scripts used in this publication.
Schema of data archive
|- Datasets/
|- Asaccus/
| |- 1.ADMIXTURE/
| | |- Admixture_Asaccus_arnoldii.ped
| | |- Admixture_Asaccus_margaritae.ped
| | |- Admixture_Asaccus_caudivolvulus.ped
| | |- Admixture_Asaccus_montanus.ped
| | |- Admixture_Asaccus_gallagheri.ped
| | |- Admixture_Asaccus_playrhynchus.ped
| | |- Admixture_Asaccus_gardneri.ped
| |- 2.RAXML/
| | |- ML_Asaccus.phy
| |- 3.BEAST/
| | |- BI_Asaccus.nex
| |- 4.BFD_SNAPP/
| | |- BFD_Asaccus_arnoldi_Agallagheri_Aplatyrhynchus.nex
| | |- BFD_Asaccus_caudivolvulus_Agardneri_Amargaritae.nex
| | |- BFD_Asaccus_montanus.nex
| | |- SNAPP_Asaccus.vcf
| |- 5.feems/
| | |- A.arnoA.gall/
| | | |- A.arnoA.gall.bed
| | | |- A.arnoA.gall.coords
| | | |- A.arnoA.gall.bim
| | | |- A.arnoA.gall.fam
| | |- A.gard/
| | | |- A.gard.bed
| | | |- A.gard.bim
| | | |- A.gard.coords
| | | |- A.gard.fam
| | |- A.marg/
| | | |- A.marg.bed
| | | |- A.marg.bim
| | | |- A.marg.coords
| | | |- A.marg.fam
| | |- A.montanus/
| | | |- A.montanus.bed
| | | |- A.montanus.bim
| | | |- A.montanus.coords
| | | |- A.montanus.fam
| | |- A.plat/
| | | |- A.plat.bed
| | | |- A.plat.bim
| | | |- A.plat.coords
| | | |- A.plat.fam
|- Echis/
| |- 1.ADMIXTURE/
| | |- Admixture_Echis_omanensis.ped
| |- 2.RAXML/
| | |- ML_Echis_omanensis.phy
| |- 3.BEAST/
| | |- BI_Echis.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_echis.nex
| | |- SNAPP_echis.vcf
| |- 5.feems/
| | |- Echis.bed
| | |- Echis.bim
| | |- Echis.coords
| | |- Echis.fam
|- Hemidactylus/
| |- 1.ADMIXTURE/
| | |- Admixture_Hemidactylus.ped
| |- 2.RAXML/
| | |- ML_Hemidactylus.phy
| |- 3.BEAST/
| | |- BI_Hemidactylus.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_hemidactylus.vcf
| | |- SNAPP_hemidactylus.xml
| |- 5.feems/
| | |- H.haj/
| | | |- H.haj.bed
| | | |- H.haj.bim
| | | |- H.haj.coords
| | | |- H.haj.fam
| | |- H.luq/
| | | |- H.luq.bed
| | | |- H.luq.bim
| | | |- H.luq.coords
| | | |- H.luq.fam
|- Omanosaura/
| |- 1.ADMIXTURE/
| | |- Admixture_Omanosaura.ped
| |- 2.RAXML/
| | |- ML_Omanosaura.phy
| |- 3.BEAST/
| | |- BI_Omanosaura.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_Omanosaura.vcf
| | |- SNAPP_Omanosaura.xml
| |- 5.feems/
| | |- O.cyan
| | | |- O.cyan.bed
| | | |- O.cyan.bim
| | | |- O.cyan.coords
| | | |- O.cyan.fam
| | |- O.jaya
| | | |- O.jaya.bed
| | | |- O.jaya.bim
| | | |- O.jaya.coords
| | | |- O.jaya.fam
|- Pristurus celerrimus/
| |- 1.ADMIXTURE/
| | |- Admixture_Pristurus_celerrimus.ped
| |- 2.RAXML/
| | |- ML_Pcelerrimus.phy
| |- 3.BEAST/
| | |- BI_Pristurus_celerrimus.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_Pristurus_celerrimus.vcf
| | |- SNAPP_Pristurus_celerrimus.xml
| |- 5.feems/
| | |- P.cele.bed
| | |- P.cele.bim
| | |- P.cele.coords
| | |- P.cele.fam
|- Pristurus gallagheri/
| |- 1.ADMIXTURE/
| | |- Admixture_Pristurus_gallagheri.ped
| |- 2.RAXML/
| | |- ML_Pgall.phy
| |- 3.BEAST/
| | |- BI_Pristurus_gallagheri.nex
| |- 4.BFD_SNAPP/
| | |- RunA.xml
| | |- SNAPP_Pristurus_gallagheri.vcf
| |- 5.feems/
| | |- P.gall.bed
| | |- P.gall.bim
| | |- P.gall.coord
| | |- P.gall.fam
|- Pristurus rupestris/
| |- 1.ADMIXTURE/
| | |- Admixture_Pristurus_rupestris_BFD1-3_6-12.vcf
| | |- Admixture_Pristurus_rupestris_BFD1-3_7-12.vcf
| | |- Admixture_Pristurus_rupestris_BFD1-3_12.vcf
| | |- Admixture_Pristurus_rupestris_BFD1-3.vcf
| | |- Admixture_Pristurus_rupestris_BFD1-12.vcf
| | |- Admixture_Pristurus_rupestris_BFD4_5.vcf
| | |- Admixture_Pristurus_rupestris_BFD6.vcf
| | |- Admixture_Pristurus_rupestris_BFD7-11.vcf
| | |- Admixture_Pristurus_rupestris_BFD8-9.vcf
| |- 2.RAXML/
| | |- ML_Pristurus_rupestris.phy
| |- 3.BEAST/
| | |- BI_Pristurus_rupestris.nexus
| |- 4.BFD_SNAPP/
| | |- SNAPP_Pristurus_rupestris.vcf
| |- 5.feems/
| | |- P.rupestris_BFD1-3
| | | |- P.rupestris_BFD1-3.bed
| | | |- P.rupestris_BFD1-3.bim
| | | |- P.rupestris_BFD1-3.coords
| | | |- P.rupestris_BFD1-3.fam
| | |- P.rupestris_BFD4-5
| | | |- P.rupestris_BFD4-5.bed
| | | |- P.rupestris_BFD4-5.bim
| | | |- P.rupestris_BFD4-5.coords
| | | |- P.rupestris_BFD4-5.fam
| | |- P.rupestris_BFD7-11
| | | |- P.rupestris_BFD7-11.bed
| | | |- P.rupestris_BFD7-11.bim
| | | |- P.rupestris_BFD7-11.coords
| | | |- P.rupestris_BFD7-11.fam
|- Pseudotrapelus/
| |- 1.ADMIXTURE/
| | |- Admixture_Pseudotrapelus.ped
| |- 2.RAXML/
| | |- ML_Pseudotrapelus.phy
| |- 3.BEAST/
| | |- BI_Pseudotrapelus.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_Pseudotrapelus.vcf
| |- 5.feems/
| | |- P.jens.bed
| | |- P.jens.bim
| | |- P.jens.coords
| | |- P.jens.fam
|- Ptyodactylus/
| |- 1.ADMIXTURE/
| | |- Admixture_Ptyodactylus.ped
| |- 2.RAXML/
| | |- ML_Ptyodactylus.phy
| |- 3.BEAST/
| | |- BI_Ptyodactylus.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_Ptyodactylus.vcf
| | |- snapp.xml
| |- 5.feems/
| | |- Ptyo.bed
| | |- Ptyo.bim
| | |- Ptyo.coords
| | |- Ptyo.fam
|- Trachydactylus/
| |- 1.ADMIXTURE/
| | |- Admixture_Trachydactylus.ped
| |- 2.RAXML/
| | |- ML_Trachydactylus.phy
| |- 3.BEAST/
| | |- Trach_all_loci_5219_gen.nex
| |- 4.BFD_SNAPP/
| | |- SNAPP_Trachydactylus.vcf
| | |- Trach_5spp.xml
| |- 5.feems/
| | |- Trach.bed
| | |- Trach.bim
| | |- Trach.fam
| | |- Trach06.coords
|- Demultiplexed Reads: Raw Demultiplexed reads for all the specimens produced de novo in the present study. Each file starts by the specimen code assigned to the individual. To determine and extract specific indivuals refer to TableS4_ddrad_individuals.
|- Trees/: All phylogenomic trees produced in the present study. They are separated by colonization group and by analysis (Maximum Likelihood, Bayesian Inference and Species trees). We also provide a time calibrated phylogenetic reconstruction of all Squamates.
|- Calibrated_BI_Gene_trees
| |- 01Asaccus_all.tree
| |- 02Echis.tree
| |- 03Hemidactylus.tree
| |- 04Omanosaura.tree
| |- 05Pcele.tree
| |- 06Pgall.tree
| |- 07Prup.tree
| |- 08Pseudotrapelus.tree
| |- 09Ptyodactylus.tree
| |- 10Trachidactylus.tree
|- ML_Gene_trees
| |- 01.Asaccus.phy.raxml.support.tree
| |- 02.Echis_omanensis.phy.raxml.support.tree
| |- 03.Hemidactylus.phy.raxml.support.tree
| |- 04.Omanosaura.phy.raxml.support.support.tree
| |- 05.Pristurus_celerrimus.phy.raxml.support.tree
| |- 06.Pgall.phy.raxml.support.tree
| |- 07.Prupestris.phy.raxml.rba.raxml.support.tree
| |- 08.Pseudotrapelus.phy.raxml.support.tree
| |- 09.Ptyodactylus.phy.raxml.support.tree
| |- 10.Trachydactylus.tree
|- Species_Trees
| |- 01Asaccus.tree
| |- 02Echis.tree
| |- 03Hemidactylus.tree
| |- 04Omanosaura.tree
| |- 05Pcele.tree
| |- 07Prup.tree
| |- 09Ptyodactylus.tree
| |- 10Trachydactylus.tree
|- Squamate_tree
| |- SQUAMATA_ALL_PF.tree\
| |- Squamata_StarBEAST_1billionGen.tree
|- Supplementary Figures: PDF file with all supplementary figures of the study
|- Sup_tables/
| |- TableS1_squamata_phylogeny.xlsx
| |- TableS2_Calibration_nodes.xlsx
| |- TableS3_information_of_285_spp_Phylogenies.xlsx
| |- TableS4_ddrad_individuals.xlsx
| |- TableS5_Datasets_summary.xlsx
| |- TableS6_Marginal_likelihoods_species.xlsx
| |- TableS7_bayesian_specifications_and dataset_calibrations.xlsx
| |- TableS8_Biogeography_best_fitted_models.xlsx
|- Extended methods: Microsoft Office Word document with the extended version of the methods used in the present study
|- SCRIPTS\
| |- Biogeography\
| | |- Biogeobears: Folder containing all necessary scripts and data to reproduce biogeobears analyses generated in this study\
| | | |- biogeo_tmp: Folder to store temporary files produced over the analyses\
| | | |- name_correspondance\
| | | | |- 01Asaccus.txt\
| | | | |- 02Echis.txt\
| | | | |- 03Hemidactylus.txt\
| | | | |- 04Omanosaura.txt\
| | | | |- 05Pcele.txt\
| | | | |- 07Prup.txt\
| | | | |- 09Ptyodactylus.txt\
| | | | |- 10Trachydactylus.txt
| | - tree_files\ | ||||
| | - 01Asaccus.tree\ | ||||
| | - 02Echis.tree\ | ||||
| | - 03Hemidactylus.tree\ | ||||
| | - 04Omanosaura.tree\ | ||||
| | - 05Pcele.tree\ | ||||
| | - 07Prup.tree\ | ||||
| | - 09Ptyodactylus.tree\ | ||||
| | - 10Trachydactylus.tree\ | ||||
| | - functions\ | ||||
| | - bears_optim_run_nexus.R\ | ||||
| | - BioGeoBEARS_calc_transition_matrices_v1.R\ | ||||
| | - BioGeoBEARS_DNA_cladogenesis_sim_v1.R\ | ||||
| | - BioGeoBEARS_extract_Qmat_COOmat_v1.R\ | ||||
| | - BioGeoBEARS_simulate_v1.R\ | ||||
| | - BioGeoBEARS_SSEsim_v1.R\ | ||||
| | - check_BioGeoBEARS_run_nexus.R\ | ||||
| | - check_trfn_nexus.R\ | ||||
| | - get_Qmat_COOmat_from_BioGeoBEARS_run_object_nexus.R\ | ||||
| | - get_Qmat_COOmat_from_res_nexus.R\ | ||||
| | - modsel.R\ | ||||
| | - readfiles_BioGeoBEARS_run_nexus.R\ | ||||
| | - objects: Folder to store objects generated over the analyses\ | ||||
| | - location\ | ||||
| | - 08Pseudotrapelus.txt\ | ||||
| | - locations corrected\ | ||||
| | - 01Asaccus.txt\ | ||||
| | - 02Echis.txt\ | ||||
| | - 03Hemidactylus.txt\ | ||||
| | - 04Omanosaura.txt\ | ||||
| | - 05Pcele.txt\ | ||||
| | - 07Prup.txt\ | ||||
| | - 09Ptyodactylus.txt\ | ||||
| | - 10Trachydactylus.txt\ | ||||
| | - scripts\ | ||||
| | - biogeobears_Masterfile_edited_all.R\ | ||||
| | - cumulative+transition_nodes.R\ | ||||
| | - plot_biogeobears.R\ | ||||
| | - plot_cumulative_plots_1.R\ | ||||
| | - plot_cumulative_plots_2_simulations.R\ | ||||
| | - plot_events_ggplot_edited.R |
| | - Mountain Simmap: Folder containing all necessary scripts to reproduce simmap analyses generated in this study\ | ||||||
| | - GENUS\ | ||||||
| | - Asaccus.txt\ | ||||||
| | - Echis.txt\ | ||||||
| | - Hemidactylus.txt\ | ||||||
| | - Omanosaura.txt\ | ||||||
| | - Pristurus.txt\ | ||||||
| | - Pseudotrapelus.txt\ | ||||||
| | - Ptyodactylus.txt\ | ||||||
| | - Trachydactylus.txt\ | ||||||
| | - Geologic_regions\ | ||||||
| | - lowland_midland_highland\ | ||||||
| | - continuous_trait\ | ||||||
| | - Simmaps_mountain_colonization.r\ | ||||||
| | - data\ | ||||||
| | - elevation\ | ||||||
| | - Asaccus_elevation.txt\ | ||||||
| | - Echis_elevation.txt\ | ||||||
| | - Hemidactylus_elevation.txt\ | ||||||
| | - Omanosaura_elevation.txt\ | ||||||
| | - Pcele_elevation.txt\ | ||||||
| | - Pgall_elevation.txt\ | ||||||
| | - Prup_elevation.txt\ | ||||||
| | - Pseudotrapelus_elevation.txt\ | ||||||
| | - Ptyodactylus_elevation.txt\ | ||||||
| | - Trachydactylus_elevation.txt\ | ||||||
| | - names\ | ||||||
| | - 01Asaccus.txt\ | ||||||
| | - 02Echis.txt\ | ||||||
| | - 03Hemidactylus.txt\ | ||||||
| | - 04Omanosaura.txt\ | ||||||
| | - 05Pcele.txt\ | ||||||
| | - 06Pgall.txt\ | ||||||
| | - 07Prup.txt\ | ||||||
| | - 08Pseudotrapelus.txt\ | ||||||
| | - 09Ptyodactylus.txt\ | ||||||
| | - 10Trachydactylus.txt\ | ||||||
| | - species\ | ||||||
| | - 01Asaccus.txt\ | ||||||
| | - 02Echis.txt\ | ||||||
| | - 03Hemidactylus.txt\ | ||||||
| | - 04Omanosaura.txt\ | ||||||
| | - 05Pcele.txt\ | ||||||
| | - 06Pgall.txt\ | ||||||
| | - 07Prup.txt\ | ||||||
| | - 08Pseudotrapelus.txt\ | ||||||
| | - 09Ptyodactylus.txt\ | ||||||
| | - 10Trachydactylus.txt\ | ||||||
| | - elevation_events\ | ||||||
| | - elevation_events.csv\ | ||||||
| | - objects: Folder to store produced objects during analyses\ | ||||||
| | - plots: Folder to store produced plots during analyses\ | ||||||
| | - scripts\ | ||||||
| | - names_and_elevation.R\ | ||||||
| | - script_plotting_merged_upslope_migration.R\ | ||||||
| | - Simmaps_mountain_colonization.r\ | ||||||
| | - trees\ | ||||||
| | -01Asaccus_all.tree\ | ||||||
| | -02Echis.tree\ | ||||||
| | -03Hemidactylus.tree\ | ||||||
| | -04Omanosaura.tree\ | ||||||
| | -05Pcele.tree\ | ||||||
| | -06Pgall.tree\ | ||||||
| | -07Prup.tree\ | ||||||
| | -08Pseudotrapelus.tree\ | ||||||
| | -09Ptyodactylus.tree\ | ||||||
| | -10Trachidactylus.tree\ | ||||||
| | - mountain_blocks\ | ||||||
| | - data\ | ||||||
| | - names\ | ||||||
| | - 01Asaccus_all.txt\ | ||||||
| | - 02Echis.txt\ | ||||||
| | - 03Hemidactylus.txt\ | ||||||
| | - 04Omanosaura.txt\ | ||||||
| | - 05Pcele.txt\ | ||||||
| | - 06Pgall.txt\ | ||||||
| | - 07Prup.txt\ | ||||||
| | - 08Pseudotrapelus.txt\ | ||||||
| | - 09Ptyodactylus.txt\ | ||||||
| | - 10Trachydactylus.txt\ | ||||||
| | - species\ | ||||||
| | - 01Asaccus_all.txt\ | ||||||
| | - 02Echis.txt\ | ||||||
| | - 03Hemidactylus.txt\ | ||||||
| | - 04Omanosaura.txt\ | ||||||
| | - 05Pcele.txt\ | ||||||
| | - 06Pgall.txt\ | ||||||
| | - 07Prup.txt\ | ||||||
| | - 08Pseudotrapelus.txt\ | ||||||
| | - 09Ptyodactylus.txt\ | ||||||
| | - 10Trachydactylus.txt\ | ||||||
| | -objects: Folder to store all produced objects during the analyses\ | ||||||
| | -plots: Folder to store produced plots during analyses\ | ||||||
| | -scripts\ | ||||||
| | - Simmaps_mountain_colonization_blocks.r\ | ||||||
| | -trees\ | ||||||
| | - 01Asaccus_all.tree\ | ||||||
| | - 02Echis.tree\ | ||||||
| | - 03Hemidactylus.tree\ | ||||||
| | - 04Omanosaura.tree\ | ||||||
| | - 05Pcele.tree\ | ||||||
| | - 06Pgall.tree\ | ||||||
| | - 07Prup.tree\ | ||||||
| | - 08Pseudotrapelus.tree\ | ||||||
| | - 09Ptyodactylus.tree\ | ||||||
| | - 10Trachidactylus.tree\ | ||||||
| | -best_models.txt\ | ||||||
| | - plot_blocks_andelev.R\ | ||||||
| | - scripts\ | ||||||
| | - Lineage_accumulation_first_col_plot.R\ | ||||||
| | - Simmaps_mountain_colonization.r\ | ||||||
| | - simmaps_all_tree\ | ||||||
| | - data\ | ||||||
| | - species_tree.csv\ | ||||||
| | - tiplabels_to_plot.csv\ | ||||||
| | - calibration_nodes.txt\ | ||||||
| | - species_tree.txt\ | ||||||
| | - objects: : Folder to store all produced objects during the analyses\ | ||||||
| | - plots: Folder to store produced plots during analyses\ | ||||||
| | - TREES\ | ||||||
| | - SQUAMATA_ALL_PF.tree |
| | - Population_structure\ | ||
| | - Admixture\ | ||
| | - Admixture_qfiles_slection.R: Script to plot on a map admixture results |
| | - feems\ | ||
| | - feems_with_export.py: Python scrupt to run feems analyses and export it in shapefile format for further processing. \ | ||
| | - DGG_GRID_CONSTRUCT.R: R script to construct a geodesic grid for the entire area of study\ | ||
| | - Merge_feems_results.R: R script to merge feems results and provide integrated metrics for different feems analyses\ | ||
| | - README.txt |
| | - ddRAD_data_manipulation: Scripts used to process ddRADseq data\ | |
| | - calculate_dataset_missingness.R\ | |
| | - Post_processing_filtering.R |
| | - Paleoclimate: Folder containing scripts to analyze paleoclimate data\ | |
| | - script_paleoclimate.R\ | |
| | - Teporal_autocorrelation.r\ | |
| | - README.md |
Sharing/access Information
Links to other publicly accessible locations of the data:
- The ddRAD sequencing data for all Trachydactylus specimens can be found in Burriel-Carranza, Bernat; Estarellas, Maria; Riao, Gabriel; Talavera, Adrin; Tejero-Cicundez, Hctor; Els, Johannes; Carranza, Salvador (2023), Data from: Species boundaries to the limit: validating species delimitation methods is critical to avoid taxonomic inflation in the genomic era, Mendeley Data, V2, doi: 10.17632/dnsrsmkzkg.2
- Scripts necessary to reproduce or run the above datasets and results can be found at: https://github.com/BernatBurriel/Hajar-Mountains
Raw ddRADseq demultiplexed reads are available and can be processed with ipyrad (https://ipyrad.readthedocs.io/). Supplementary figures, supplementary tables datasets and tree files are uploaded as separate files.