cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18403559
title: Data Repository: Conservation of a lateralized visuo-motor axis in hawkmoth proboscis probing

description: Walsh L., Kannegieser S., & Stöckl A. (2026) Conservation of a lateralized visuo-motor axis in hawkmoth proboscis probing.

Data repository containing: data to reproduce analyses and figures; images of hawkmoth eyes before/after painting; example videos showing tracking and simulations of visual field.

Each folder contains a read-me file explaining details and usage of files.
DOI: 10.5281/zenodo.16934848
title: RAST and Antismash analysis of the gDNA of Streptomyces gramineus A14: Bacterial isolate from the roots of Anthurium urvilleanum
DOI: 10.5281/zenodo.18406376
title: RAST and Antismash analysis of the gDNA of Streptomyces gramineus A14: Bacterial isolate from the roots of Anthurium urvilleanum
DOI: 10.15468/dl.met85c
title: Occurrence Download

description: A dataset containing 10610 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colotis fausta"
 ]
}

 The dataset includes 10610 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003972-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.ht76hdrpz
title: Ultraconserved element data for phylogenomic placement of the jumping spider genus Iranattus Prószyński, 1992 (Salticidae, Plexippini, Plexippina)

description: The jumping spider genus Iranattus Prószyński, 1992 has been placed in the
 Harmochirina based on morphology. We use phylogenomic evidence based on
 ultraconserved element  (UCE) data to show that it belongs
 instead in the subtribe Plexippina.
description: We used target enrichment UCE sequencing, dual-indexed
 TruSeq-style libraries were prepared following methods used previously
 (e.g. Maddison et al. 2020b). Targeted enrichment using the RTA_v2
 probeset (Zhang et al. 2023) was performed using the myBaits v. 4.01
 protocol (Arbor Biosciences,
 &lt;https://arborbiosci.com/wp-content/uploads/2023/06/myBaits_Manual_v5.03.pdf&gt;). Libraries were sequenced on partial lanes of illumina NovaSeq 6000 S4 runs with 150-bp paired end reads. Raw demultiplexed reads were processed with PHYLUCE v. 1.6 (Faircloth 2016), quality control and adapter removal were performed with Illumiprocessor wrapper (Faircloth 2013), and assemblies were created with SPAdes v. 3.14.1 (Nurk et al. 2013) using options at default settings. The UCE loci were recovered using RTA_v2 probeset (Zhang et al. 2023). The recovered loci were aligned with MAFFT using L-INS-i option (Katoh and Standley 2013). The aligned UCE loci were then trimmed with Gblocks (Castresana 2000, Talavera and Castresana 2007) using –b1 0.5, –b2 0.7, –b3 8, –b4 8, –b5 0.4 setting and re-aligned with MAFFT using L-INS-i option within Mesquite v. 3.81 (Maddison and Maddison 2023b). As in the analysis of Maddison et al. (2020), suspected paralogous loci were deleted based on branch lengths in RAxML (Stamatakis 2014) inferred gene trees. Loci represented in fewer than 10 taxa total were deleted.
description: # Phylogenomic placement of the jumping spider genus *Iranattus*
 Prószyński, 1992 (Salticidae, Plexippini, Plexippina)
 [https://doi.org/10.5061/dryad.ht76hdrpz](https://doi.org/10.5061/dryad.ht76hdrpz) The dataset includes (1) separate ultraconserved element (UCE) matrices and (2) concatenated matrices used in the phylogenomic analysis. ## Description of the data and file structure (1) A NEXUS file (Iranattus-MaratheEtAl-SeparateMatrices.nex.zip) containing separate UCE matrices of 3398 loci recovered from SPAdes assemblies, Gblocks trimmed, re-aligned, and RAxML inferred gene trees for these UCE loci for paralogy test. (2) A NEXUS file (Iranattus-MaratheEtAl-Concatenated.nex.zip) concatenated dataset of 3104 UCE matrices after deletion of paralogous loci based on branch lengths and loci represented in fewer than 10 taxa. This file also contains 10 maximum-likelihood trees and 1000 bootstrap trees inferred using IQ-TREE.
DOI: 10.5061/dryad.w3r228108
title: Data from: Pelagic zone is an evolutionary catalyst, but an ecological dead end, for North American minnows

description: Colonization of a novel geographic area is a classic source of ecological
 opportunity. Likewise, complex microhabitats are thought to promote
 biodiversity. We sought to reconcile these two predictions when they are
 naturally opposing outcomes. We assess the macroevolutionary consequences
 of an ancestral shift from benthic to pelagic microhabitat zones on rates
 of speciation and phenotypic evolution in North American minnows. Pelagic
 species have more similar phenotypes and slower rates of phenotypic
 evolution, but faster speciation rates, than benthic species. These are
 likely two independent, opposing responses to specialization along the
 benthic-pelagic axis, as rates of phenotypic evolution and speciation are
 not directly correlated. The pelagic zone is more structurally homogenous
 and offers less ecological opportunity, acting as an ecological dead end
 for minnows. In contrast, pelagic species may be more mobile and prone to
 dispersal and subsequent geographic isolation and, consequently,
 experience elevated instances of allopatric speciation. Microhabitat
 shifts can have decoupled effects on different dimensions of biodiversity,
 highlighting the need for nuance when interpreting the macroevolutionary
 consequences of ecological opportunity.
description: # Data from: Pelagic zone is an evolutionary catalyst, but an ecological
 dead end, for North American minnows (published in the journal Evolution)
 Authors: Edward D. Burress and Pamela B. Hart correspondence: Edward D.
 Burress; [edburress@ua.edu](mailto:edburress@ua.edu) The associated dryad
 repository contains two files: (1) a .csv file that contains the
 supporting data used for the analyses in the manuscript This file contains
 16 columns. Column abbreviations are as follows: species names (x), mouth
 angle (MA), standard length (SVL), caudal peduncle length (CPL), caudal
 peduncle depth (CPD), caudal peduncle width (CPW),body depth (BD), body
 width (BW), head depth (HD), head width (HW), eye diameter (ED), lower jaw
 length (LJL), snout length (SnL), Museum accession numbers (see below;
 MAN) of specimens measured, and number of specimens measured (NUM). All
 numerical values are species means. Columns 2 (MA) is reported in degrees.
 Columns 3-14 (linear distances) are reported in centimeters. Museum
 accession abbreviations (column 15) are as follows: Auburn University of
 Natural History (AUM) (2) a .pdf file that contains the supplementary
 Figure referenced in the manuscript. Figure S1. Rate of phenotypic
 evolution across evenly-spaced groups based on mouth angle (i.e., each
 group contains the same range of mouth angles but uneven numbers of
 species). Contrast with Figure 4 in the main text using four quartiles
 (i.e., each group contains even numbers of species but uneven ranges of
 mouth angles).
DOI: 10.15468/dl.8dspdb
title: Occurrence Download

description: A dataset containing 1633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Month is January",
 "TaxonKey is Xanthoria parietina",
 "Year 1994-2024"
 ]
}

 The dataset includes 1633 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003973-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akyhpm
title: Occurrence Download

description: A dataset containing 15428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.13894 41.03307,-83.40492 41.03307,-83.40492 41.72464,-85.13894 41.72464,-85.13894 41.03307))",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata",
 "Year 2014-2024"
 ]
}

 The dataset includes 15428 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003974-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.w0vt4b910
title: SNP genotyping of indigenous goats of Uganda based on the Goat_IGGC_65K_v2 illumina chip

description: Uganda's indigenous goats are characterised based on ethnic
 communities that raise them, average mature weight, and hair coat
 characteristics. Uganda's indigenous goats have  been
 genotyped based on the Goat_IGGC_65K_v2 illumina chip to study their
 population structure and genetic characteristics. Information generated
 from this data is vital for the sustainable utilisation, development, and
 conservation of Uganda's goat genetic resources.
description: The data was collected from genomic DNA extracted from ear tissue
 samples of 1032 indigenous goats from different agro-ecological zones of
 Uganda.  The study aimed to characterise the genetic diversity, population
 structure and signatures of selection of indigenous goats in different
 agroecological zones of Uganda. Indigenous goats were identified in their
 known phenotypic/ ethnic classifications of Mubende, Kigezi and Small East
 African goats in all the 10 agroecologies. Ear tissue samples were
 collected from each goat using the allflex tissue sampling system that
 allows for no cross contamination as each sample self locks in a single
 use tube after it is collected. Genomic DNA was extracted from each sample
 using the TANBEAD automated DNA extraction system with the 6T2 total
 tissue DNA extraction kit. DNA samples were genotyped based on the
 Goat_IGGC_65K_v2 illumina chip.  <strong>Data
 processing</strong> After genotyping, 59725 SNPs
 from 1032 genotypes were received in PLINK format. The data was opened in
 Tassel Version 5.2 and saved as VCF format for further processing. The
 near complete goat genome (ARS1) was used as reference to align all the
 SNPs to the right chromosomes and chromosome positions using R  (version
 4.3.3) software. The final data set was saved as a VCF file for
 analysis.
description: # SNP genotyping of indigenous goats of Uganda based on the
 Goat\_IGGC\_65K\_v2 illumina chip
 [https://doi.org/10.5061/dryad.w0vt4b910](https://doi.org/10.5061/dryad.w0vt4b910) ## Description of the data and file structure The data contains 1032 genotypes of indigenous goats from Uganda and 59725 SNPs in VCF format with identification codes for the individuals tagged to a common laboratory code within columns, and the SNPs are all labelled according to the ARS1 near complete goat genome ## Sharing/Access information n/a ## Code/Software n/a
DOI: 10.6084/m9.figshare.31165444
title: Future Readiness Index: People & Leadership Readiness Report 2026

description: Evaluates leadership capability, succession depth, and adaptability.<br><br>Author: Ian Khan, Chief Futurist, The Futurist Research Labs. Part of the Future Readiness Index Series 2026.
DOI: 10.6084/m9.figshare.31165444.v1
title: Future Readiness Index: People & Leadership Readiness Report 2026

description: Evaluates leadership capability, succession depth, and adaptability.<br><br>Author: Ian Khan, Chief Futurist, The Futurist Research Labs. Part of the Future Readiness Index Series 2026.
DOI: 10.5061/dryad.zpc866tgs
title: Marten mitochondrial and microsatellite DNA from a contact zone in the United States

description: Species’ ranges are shifting rapidly with climate change, altering the
 composition of biological communities and interactions within and among
 species. Hybridization is among the species interactions that may change
 markedly with climate change, yet it is understudied relative to others.
 We used non-invasive genetic detections to build a Maximum Entropy species
 distribution model and investigate the factors that delimit the present
 and future ranges of American marten (Martes americana) and Pacific marten
 (Martes caurina) in a contact zone in the Northern Rockies. We found that
 climate change will decrease the suitable habitat predicted for both
 species, as well as the amount of overlap in predicted suitable habitat
 between the species. Interestingly, predicted suitable habitat for Pacific
 marten extended further north in the study region than our genetic
 detections for the species, suggesting that biotic factors, such as
 interactions with American marten, may affect the realized range of this
 species. Our results suggest that future work investigating the
 interactions among biotic and abiotic factors that influence hybrid zone
 dynamics is important for predicting the futures of these two species in
 this area under climate change.
description: Please refer to the associated publication for detailed
 methodological information.
description: # Marten mitochondrial and microsatellite DNA from a contact zone in the
 United States
 [https://doi.org/10.5061/dryad.zpc866tgs](https://doi.org/10.5061/dryad.zpc866tgs) Please see the associated manuscript for methods details. ## Description of the data and file structure This dataset provides mitochondrial, microsatellite, and spatial data for hair samples collected from American marten (*Martes americana*) and Pacific marten (*Martes caurina*) in the Northern Rockies of the United States.  These data are associated with a published manuscript ([https://doi.org/10.1002/ece3.70181).](https://doi.org/10.1002/ece3.70181) Individual.Name is a unique identifier for each individual in the dataset. Marten.mtDNA is a field to assign the mitochondrial haplotype for the sample (either caurina or americana). Ma1, Ma3, Ma18, Ma19, Ggu234, Lut604, Mp197, Mp55, Mp85, Mp227, Ma8, Ggu216, Mer041, Ma2, Gg3 are 15 microsatellite loci used to assess introgression between Martes caurina and americana.  The two alleles are provided with "/" as a separator. Please see associated manuscript for methodological details. Long and Lat are Longitude and Latitude provided in the EPSG:5070 projection. Spatial data are provided at a 10 kilometer resolution. All missing data are provided as N/A.  Note that microsatellite analyses were only run for samples collected from regions where hybridization is thought to occur.  Please see associated manuscript for more details.
DOI: 10.6084/m9.figshare.31165441
title: Future Readiness Index: Learning & Skills Readiness Report 2026

description: Assesses how quickly organizations can acquire, apply, and scale new skills.<br><br>Author: Ian Khan, Chief Futurist, The Futurist Research Labs. Part of the Future Readiness Index Series 2026.
DOI: 10.6084/m9.figshare.31165441.v1
title: Future Readiness Index: Learning & Skills Readiness Report 2026

description: Assesses how quickly organizations can acquire, apply, and scale new skills.<br><br>Author: Ian Khan, Chief Futurist, The Futurist Research Labs. Part of the Future Readiness Index Series 2026.
DOI: 10.5061/dryad.9ghx3ffrj
title: Host plant odour and sex pheromone are integral to mate finding in codling moth

description: The great diversity of specialist plant-feeding insects suggests that host
 plant shifts may initiate speciation, even without geographic barriers.
 Pheromones and kairomones mediate sexual communication and host choice,
 and the response to these behaviour-modifying chemicals is under sexual
 and natural selection, respectively. The idea that the interaction of mate
 signals and habitat cues facilitates reproductive isolation and ecological
 speciation is well-established, while the traits and the underlying
 sensory mechanisms remain unknown. The larva of codling moth feeds in the
 apple. We show for the first time that the response of male moths to
 female sex pheromone relies upon presence of a kairomone released from
 apple. In a non-host tree, attraction to pheromone alone is very strongly
 reduced, but is fully rescued by blending pheromone with the apple
 kairomone. This affords a mechanism how host plant shifts shape new
 mate-finding signals that can give rise to assortative mating and
 reproductive isolation.
description: Plant headspace analysis: Volatiles released from green, fruiting
 branches of apple and birch trees at the trapping site have been collected
 for chemical analysis by gas chromatography-mass spectrometry.
description: # Host plant odour and sex pheromone are integral to mate finding in
 codling moth
 [https://doi.org/10.5061/dryad.9ghx3ffrj](https://doi.org/10.5061/dryad.9ghx3ffrj) ## Description of the data and file structure Plant headspace analysis. Compounds identified by GC-MS (gas chromatography - mass spectrometry) from headspace collections from green fruiting branches of birch Betula pubescens and apple Malus domestica. Columns show (A) chemical names, (B) CAS number, (C to F) retention times indices (RI) on two columns, HP-5 and DB-Wax, experimental (calculated) and according to a MS library (NIST), (G and H) occurrence of compounds in birch (n=7 replicates), mean relative amount and standard deviation, and (I and J) occurrence of compounds in apple (n=8 replicates), mean relative amount and standard deviation. ("n/a" refers to CAS numbers and library retention times indices that are not available, as well as as to retention time indices that could not be calculated, for example due to small amounts present).
DOI: 10.5061/dryad.f1vhhmh4c
title: Range-wide intraspecific variation reflects past adaptation to climate in a gypsophile Mediterranean shrub

description: Phenotypic differences among populations stem from the interaction between
 neutral and adaptive processes, and phenotypic plasticity. Although clinal
 trait variation along climatic gradients often evolves in
 widely-distributed species, it is unknown whether substrate
 specialization, such as that of Mediterranean gypsum plants, has
 constrained adaptation to climate. Using a common garden
 experiment with two contrasting watering treatments, we quantified
 phenotypic plasticity, assessed evidence for footprints of selection using
 FST - QST comparisons, and identified the ecological factors driving
 genetically-based phenotypic differentiation of 11 populations
 encompassing the full environmental range of the gypsum shrub Lepidium
 subulatum. We found evidence for genetic differentiation among
 populations related to climatic differences, with populations from warmer
 and drier sites showing lower specific leaf area (SLA) and leaf N, earlier
 phenology, greater water use efficiency (WUE) and greater fitness.
 Multiple lines of evidence suggest that this differentiation was driven by
 past divergent selection rather than neutral processes. All populations
 showed high phenotypic plasticity, indicating that plasticity has not been
 selected against, even in populations from sites with harsher climatic
 conditions.Synthesis. Our results indicate that, despite strong substrate
 specialization, adaptive differentiation related to climatic gradients
 occurs in this species. However, we also found that populations from mesic
 sites may be particularly vulnerable to future climate change given their
 relatively lower fitness under both wet and dry conditions.
description: # Range-wide intraspecific variation reflects past adaptation to climate
 in a gypsophile Mediterranean shrub
 [https://doi.org/10.5061/dryad.f1vhhmh4c](https://doi.org/10.5061/dryad.f1vhhmh4c) The dataset contains the phenotypic and genetic data generated from the experiment. ## Description of the data and file structure All datasets include a sheet called “Metadata”, which describes all the traits and variables included in the datasets. Trait abbreviations match with those in Table 2 and Figure 4 in the main text (but are precisely explained in the “Metadata” sheet). In all datasets, data collected in the well-watered and the drought treatment are labeled as WW and DR, respectively. Missing data are coded as NA. If you have any questions about the datasets, please contact [mario.blanco@urjc.es](mailto:mario.blanco@urjc.es) ## Code/Software All analyses were performed in R v4.0.5 (R Core Team, 2018). If you have any questions about any specific analysis, please contact [mario.blanco@urjc.es](mailto:mario.blanco@urjc.es)
DOI: 10.15468/dl.na4k2g
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stibochiona nicea"
 ]
}

 The dataset includes 891 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.80gb5mkz1
title: Comprehensive comparison of two global multi-species MHD models of Mars

description: Understanding the interaction between Mars and the solar wind is crucial
 for comprehending the atmospheric evolution and climate change on Mars. To
 gain a comprehensive understanding of the Martian plasma environment,
 global numerical simulations are essential in addition to spacecraft
 observations. However, there are still discrepancies among different
 simulation models. This study investigates how these discrepancies stem
 from the considered physical processes and numerical implementations. We
 compare two global multispecies MHD models: the “Sun model” based on the
 BATS-R-US code and the “Sakata model” based on a newly developed
 multifluid model MAESTRO. By employing the same typical upstream
 conditions and the same neutral atmosphere for current Mars, along with
 similar numerical implementations such as inner boundary conditions, we
 obtain simulation results that exhibit unprecedented agreement between the
 two models. The dayside results are nearly identical, especially along the
 subsolar line, indicating the reliability of MHD models to predict dayside
 interaction under given upstream conditions and ionosphere assumptions.
 The escape rates of planetary ions are also in good agreement. However,
 discrepancies remain in the terminator and nightside regions. Detailed
 numerical implementations, including inner boundary conditions, magnetic
 field divergence control methods, and radial resolutions, are shown to
 influence certain aspects of the results greatly, such as magnetotail
 configuration and ion diffusion.
description: # Comprehensive comparison of two global multi-species MHD models of Mars
 [https://doi.org/10.5061/dryad.80gb5mkz1](https://doi.org/10.5061/dryad.80gb5mkz1) This dataset contains magnetohydrodynamics (MHD) simulation results from seven runs, of which four runs are from the Sun model and three runs are from the Sakata model.  ## Description of the data and file structure The data are stored as ASCII files. Each line contains the variables corresponding to one grid point in the simulation domain. ### Data Variables Variable names and units: * x (R) = location in the MSO coordinate (R: Mars radius (=3396 km)) * y (R) = location in the MSO coordinate (R: Mars radius (=3396 km)) * rho (Mp/cc) = mass density (Mp: mass of Proton, cc: cubic centimeter) * Hswp (/cc) = number densities of solar wind protons * Hpp (/cc) = number densities of planetary protons * Op (/cc) = number densities of atomic oxygen ions * O2p (/cc) = number densities of molecular oxygen ions * CO2p (/cc) = number densities of molecular carbon dioxide ions * ux (km/s) = velocity in x direction * uy (km/s) = velocity in y direction * uz (km/s) = velocity in z direction * bx (nT) = magnetic field in x direction * by (nT) = magnetic field in y direction * bz (nT) = magnetic field in z direction * p (nPa) = thermal pressure * eta (m^2/s) = magnetic diffusivity * absdivb (nT/m) = the absolute value of the divergence of the magnetic field