Data from: Cross-continental ecological drivers behind trait clines in the forest grass Milium effusum
Data files
May 11, 2026 version files 9.74 MB
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Dryadzip_v2.zip
9.74 MB
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README.md
8.62 KB
Abstract
Aim: Widespread species encounter a range of variable climates that can lead to intraspecific trait clines. Such clines can be the result of phenotypic plasticity, genetic differences, or both. Although latitude often explains a large part of trait variation, it is crucial to investigate the underlying environmental variables to understand current and future trait responses. Cross-continental comparisons of species that are native on multiple continents provide a rarely used approach that can help identify the environmental drivers of intraspecific trait clines.
Location: Europe and North America
Time period: 2021-2023
Major taxa studied: Milium effusum L. (Poaceae)
Methods: To quantify the influence of environmental gradients on functional traits across geographical regions that vary in climate, we sampled M. effusum seeds from 23 European and 14 North American populations and transplanted them in a common garden. We measured ten vegetative, reproductive and phenological traits. We used 30-year averages of nineteen bioclimatic variables, while accounting for the latitudinal and elevational position of the population origins, to compare the trait-environment relationships between continents.
Results: Our results showed that European populations occupy a broader climatic range than North American populations. Differences between continents were found in most of the traits as well as in the multivariate trait space. The traits were affected more by bioclimatic variables than by latitude or elevation. While flowering, leaf thickness, specific leaf area, and reproductive height showed parallel clines to the environment between continents, vegetative height and biomass showed contrasting clines.
Main conclusions: Environmental influences from population origins revealed parallel clines between the continents for functional traits, suggesting shared selective pressures, while contrasting clines for plant size indicated different evolutionary trajectories, potential bottlenecks, or interactions with unknown ecological factors. This study highlights the complex interplay of genetic, environmental, and evolutionary factors in shaping phenotypic variation in native species across continents.
Description of the data and file structure
The "Dryadzip_v2.zip" file contains the following individual files when extracted:
- "Data_continental.xlsx"
- "milium.csv"
- "flowering_phenol.txt"
- "germination_phenol.txt"
- "Occurrences_EUR.txt"
- "Occurences_NAM.txt"
- "range_smoothed.shp", "range_smoothed.dbf", "range_smoothed.prj", "range_smoothed.shx"
- "extra_range_smoothed.shp", "extra_range_smoothed.dbf", "extra_range_smoothed.prj", "extra_range_smoothed.shx"
- "test4.shp", "test4. cpg", "test4.dbf", "test4.prj", "test4.qmd", "test4.shx"
- "wc2.1_2.5m_tmax_2021-12.tif"
- "Dryad_script.R"
Data_continental.xlsx
In this dataset, “NA” denotes “not applicable,” indicating that the data point does not exist for that observation rather than being missing or unrecorded.
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 1425 |
| Number of columns | 19 |
| Continent | Continent origin of the population - Europe (EU) or US (North America) |
| Location | Location name |
| Location_num | Assigned location number |
| SF | Seed family number within each location |
| Replicate | Replicate within each seed family |
| ID | Unique ID based on continent, location number, seed family, and replicate |
| N_seeds | Number of seeds sowed in the pot |
| N_germination | Number of seeds that germinated |
| Prop_germination | Proportion of seeds that germinated |
| Germination_date | Date of germination |
| Germination_DOY | Germination as the day of the year |
| Latitude | Latitude in decimals |
| Longitude | Longitude in decimals |
| Elevation | Elevation [metres] |
milium.csv
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 1088 |
| Number of columns | 18 |
| Pot_ID | Unique ID based on continent, location number, seed family, and replicate |
| CONTINENT | Continent origin of the population - Europe (EU) or US (North America) |
| LOCATION | Assigned location number |
| SF | Seed family number within each location |
| REPLICATE | Replicate within each seed family |
| Leaf_Thick | Measured leaf thickness in [mm] |
| SPAD | Measured SPAD |
| SLA | Specific Leaf Area [mm2 g^-1^] |
| LDMC | Leaf Dry Matter Content [g dry mass-1 fresh mass] |
| FR_Weight | Fresh weight [g] |
| DR_Weight | Dry weight [g] |
| Harvest3Date | Date of harvest |
| VEG_Ramets | Number of vegetative ramets |
| VEG_Height | Height of the vegetative ramets [cm] |
| REP_Ramets | Number of reproductive ramets |
| REP_Height | Height of the reproductive ramets [cm] |
| INFL_Length | Length of inflorescence on the tallest reproductive ramet [cm] |
| BIOMASS | Biomass of the whole individual [g] |
flowering_phenol.txt
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 858 |
| Number of columns | 4 |
| ID | Unique ID based on continent, location number, seed family, and replicate |
| FL_Date | Date of flowering start |
| FL_DOY | Date of flowering start converted to day of the year |
| FL_col | Colour of the flower - r = red, g = gelb (yellow) |
"germination_phenol.txt"
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 1426 |
| Number of columns | 3 |
| ID | Unique ID based on continent, location number, seed family, and replicate |
| Germ_date | Date of germination start |
| Germ_DOY | Date of germination start converted to day of the year |
Occurrences_EUR.txt
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 189701 |
| Number of columns | 2 |
| Longitude | Longitude in decimals of all European occurrences of M. effusum |
| Latitude | Latitude in decimals of all European occurrences of M. effusum |
Occurences_NAM.txt
| Value | Description |
|---|---|
| Format | comma-separated value |
| Number of rows | 849 |
| Number of columns | 2 |
| Longitude | Longitude in decimals of all North American occurrences of M. effusum |
| Latitude | Latitude in decimals of all North American occurrences of M. effusum |
Shape files for distribution map
Native range of Milium effusum: "range_smoothed.shp" (and the complementary file formats .dbf, .prj, and .shx)
Range where Milium effusum is considered naturalised: "extra_range_smoothed.shp" (and the complementary file formats .dbf, .prj, and .shx)
Shape for Europe: "test4.shp" (and the complementary file formats .dbf, .prj, and .shx)
World shape file: "wc2.1_2.5m_tmax_2021-12.tif"
R Code
R script is provided ("Dryad_script.R") for the data analyses used in the manuscript.
Milium effusum (Poaceae) is a forest understorey grass, reaching heights of 50–150 cm, and flowering during June and July depending on its latitudinal and elevational location across its geographical range. Seeds have no particular dispersal adaptations, but dispersal over longer distances occurs occasionally by means of epi- and endozoochory. Stems, as well as the flat, smooth, hairless leaf blades and sheaths, ascend from decumbent bases. Re-sprouting through short stolons plays a role in perennation and in the case of M. effusum, which is clonal to a certain degree, vegetative growth can be viewed as a fitness proxy, since larger trait averages (i.e., greater vegetative proliferation) will typically be beneficial. Milium effusum is a shade-tolerant species, growing mostly in temperate deciduous woodlands, but can also occur in meadows, along railways and roads, and in rocky habitats. Milium effusum is native to large parts of the Northern Hemisphere, including most of Europe (subspp. effusum and alpicola), parts of North America (subsp. cisatlanticum), and in parts of Asia. Furthermore, both di-(2n = 14) and tetraploid (2n = 28) populations occur in Europe, while ploidy levels are unknown for North American populations. Milium effusum is classified as Least Concern (LC) globally.
