Next Article in Journal
As the Goose Flies: Migration Routes and Timing Influence Patterns of Genetic Diversity in a Circumpolar Migratory Herbivore
Next Article in Special Issue
A Bibliometric Analysis of the Global Research in Odonata: Trends and Gaps
Previous Article in Journal
New Morphological and Molecular Data Reveal an Underestimation of Species Diversity of Mites of the Genus Geckobia (Acariformes: Pterygosomatidae) in India
Previous Article in Special Issue
The Quality of Sequence Data Affects Biodiversity and Conservation Perspectives in the Neotropical Damselfly Megaloprepus caerulatus
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Climate Change Is Driving Shifts in Dragonfly Species Richness across Europe via Differential Dynamics of Taxonomic and Biogeographic Groups

by
Kent Olsen
1,*,
Jens-Christian Svenning
2,3,4 and
Henrik Balslev
2
1
Research and Collections, Natural History Museum Aarhus, Wilhelm Meyers Allé 10, DK-8000 Aarhus, Denmark
2
Section for Ecoinformatics and Biodiversity, Department of Biology, Aarhus University, Ny Munkegade 116, DK-8000 Aarhus, Denmark
3
Center for Biodiversity Dynamics in a Changing World, Department of Biology, Aarhus University, Ny Munkegade 116, DK-8000 Aarhus, Denmark
4
Center for Sustainable Landscapes under Global Change, Department of Biology, Aarhus University, Nordre Ringgade 1, DK-8000 Aarhus, Denmark
*
Author to whom correspondence should be addressed.
Diversity 2022, 14(12), 1066; https://doi.org/10.3390/d14121066
Submission received: 19 September 2022 / Revised: 30 November 2022 / Accepted: 2 December 2022 / Published: 3 December 2022
(This article belongs to the Special Issue Diversity, Ecology and Evolution of Odonata)

Abstract

:
Understanding how changes in species richness pattern correlate with range changes in different taxonomic and biogeographic groups is important for conservation because it allows for generalizations about which species are at greatest risk. Here, we assessed whether changes in species richness patterns result from generalized range shifts across taxonomic and biogeographic groups or from changes in specific subsets of species. Using data from 1988 and from 2010, we studied changes in distributional range of European dragonfly species, using outline distribution maps for all dragonflies combined and separately for taxonomic suborders (Zygoptera and Anisoptera) and biogeographic groups (Boreo-alpine, Eurasian, Mediterranean, and Tropical). The results demonstrated differing range dynamics for Zygoptera and Anisoptera, with Anisoptera driving local turnover in species richness to a greater extent than Zygoptera. The distributional range of Tropical and Mediterranean species had expanded to a much greater extent than that of Eurasian and Boreo-alpine species. Large-scale changes in species richness arose from several divergent, group-specific processes. Overall, local diversity especially declined in parts of southern and south-eastern Europe, reflecting local losses in multiple species rather than major range contractions among Mediterranean or Eurasian species. In fact, among the biogeographic groups, overall range declines were most prominent among Boreo-alpine species, highlighting the particular threat from climate change to this group.

1. Introduction

The latitudinal gradient of species richness is well documented for most higher taxa in both terrestrial and aquatic environments [1]. Current environmental changes are causing shifts in geographical distributions of species, leading to new patterns of species richness and assemblages at regional and local scales. Human-driven climate change is already profoundly affecting species distributions, causing substantial range shifts and expansions in species that can keep pace with changes in climate and resources [2] or that can adapt to new resource conditions and exploit formerly unsuitable habitats [3,4]. Species that cannot do either will experience range contraction or local extinction [5]. Habitat loss and degradation may cause range shifts to lag behind changes in climate and resources if unsuitable habitat restricts or blocks emigration by spatially isolated and small populations [6]. In such cases, small local populations can become more susceptible to extinction [7] because of stochastic events such as extreme weather or climatic variation at range boundaries where individuals live at the limits of their physiological tolerances [8]. The overall consequences of these range shift dynamics are changes in local species richness and assemblages, which eventually may lead to shifts in the latitudinal richness gradient [9]. Climate change is expected to reduce the number of species globally [10], but species richness at regional and local scales could increase or decrease.
Different species from a variety of ecological systems are showing poleward range expansion in the Northern Hemisphere that is consistent with climate change [2], and this has had important effects on distributions and regional species richness [11]. Commonly used scenarios for future changes predict an increase in global temperature of 1.8–6.4 °C in this century [12]. Phenotypic plasticity may play a key role in surviving a changing climate [3,4], but such climatic changes will probably stress insects, which likely have insufficient adaptive potential to keep pace with the rate of change [13]. In principle, evolutionary adaptation could be a response [14,15], but niche conservatism in some insects including dragonflies suggests a limited scope for this strategy [16,17]. Most species therefore are expected to show altered distribution rather than adaptation to warmer temperatures in situ [18].
The ranges of several European dragonfly species (Odonata) have expanded or moved northward (e.g., [19,20,21,22]. In this taxonomic group, temperature is a major determinant of species distribution [21], life cycle regulation and larvae growth responses [23,24], shifts in voltinism and seasonal regulation [25,26], and phenology [25,27,28,29], as well as immune function capacity [30,31] and pigment production for thermoregulation [32]. These different effects and responses originate in the facts that (1) dragonflies are flying insects that lay eggs in aquatic habitats, with larvae strictly tied to water for months or even years prior to emergence; (2) climate changes influence distribution in space and time of habitats and food resources; and (3) their metabolic and physiological processes are temperature dependent [33].
Knowing the range dynamics of species affected by climate warming is imperative for understanding which species are most likely to experience expansion or contraction of their range in response to global climate change. In conservation, information about trends in species range shifts is needed for setting priorities and assigning threat status. Change in occurrence have been used by International Union for Conservation of Nature (IUCN) to determine species status in the European Red List, which shows that 15% of European dragonfly species are threatened, with 2% being critically endangered, 4% endangered, and 9% classified as vulnerable. A further 11% are considered to be near threatened within Europe [34]. Additionally, a representative global assessment of conservation status has been completed and analyzed for dragonflies, currently the only insect group for which that has been conducted [35]. Only a few studies have concentrated on more integrated measures of change, such as species richness and local species assemblage [36]. However, although species are expected to respond individually, the overall consequences of environmental changes will likely be shifts in local species richness and assemblage composition.
The combined latitudinal and altitudinal species richness gradient for European dragonflies, ranges from many species in warmer southern regions to fewer species in colder northern regions, and Europe overall is species-poor compared with the tropics [37]. The higher diversity of dragonflies in the mountains is influenced not only by temperature and rainfall but also by the greater diversity of habitats in these areas [38]. Nevertheless, the legacies of past climate may be important for understanding current species distributions. Traditionally, it has been thought that three major Pleistocene refugia on the Iberian, Italian, and Balkan peninsulas were the source of recolonization of most of the temperate part of Europe after the last ice age [39,40]. Recent studies based on plants, terrestrial vertebrates, and butterflies have revealed a much more complicated situation, however, and postglacial recolonization may have been sourced from the east and from small ice age refugia in Europe north of the Alps (e.g., Simonsen and Huemer [41], Ursenbacher et al. [42], Brochmann et al. [43], and Schmitt et al. [44]). For highly mobile species, present-day ranges are believed to be primarily governed by current environmental conditions rather than changes in environmental conditions over time. In contrast, current ranges of less mobile species may represent only partially incomplete post-glacial recolonization [45]. Dragonflies are believed to have high dispersal capacities in general [33], so that present day climate warming and resources should mainly drive changes from past distribution and geographical richness patterns; restrictions by physical barriers such as high-altitude ranges are expected to have a lesser influence by having prevented postglacial recolonization in certain regions.
The order Odonata consists of the two suborders: true dragonflies (Anisoptera) and damselflies (Zygoptera). True dragonflies are capable of using thoracic muscle vibration to heat their body and to a certain degree regulate their hemolymph circulation, adaptations which damselflies lack and as a consequence they are considered thermoconform [33]. Hence, true dragonflies and damselflies are affected differently by temperature [46] where true dragonflies in general are more tolerant to high and low temperatures than damselflies, despite living in the same latitudes or altitudes [17,33]. Furthermore, true dragonflies are generally large, robust, and physically strong, and their hind wings have a broad base and are larger than the front pair. Damselflies are typically smaller and therefore do not fly as fast as true dragonflies in active flight, and their front and hind wings are similar in shape. Most European dragonfly species are strong fliers that are able to move between suitable habitats. Commuting between roosting, foraging, and reproductive sites up to several kilometers apart does not lead to relocation of next generations into a different habitat. Dispersal, in contrast, is unidirectional and may be a response to unfavorable habitat conditions, mass emergence after unusual weather, or population increases following favorable weather conditions [47]. True dragonflies and damselflies may occupy suitable habitats for several generations and then move to other suitable regions when the original habitat deteriorates [33]. This mobility helps species to maintain continuity of reproduction in the face of discontinuous habitat suitability, and as a result, their distributional range and biogeographic species assemblage becomes dynamic.
Environmental change can have strong effects on the population dynamics, distribution, and diversity of dragonflies [22,23,37,48], making them well suited for evaluating the mechanisms of these changes. Their sensitivity to habitat quality, amphibious life cycle, and ease of identification combined with the substantial knowledge about their distribution and ecological requirements uniquely suit them for studies of the effects of environmental changes in the short term (water pollution, structural changes in running and standing water) and the long term (species conservation and biogeography).
For our work here, we used distribution maps of European dragonflies from 1988 [49] and 2010 [34] to identify how their species ranges have changed during those 22 years. Our scope was to track temporal changes in distribution and to highlight patterns in the latitudinal and longitudinal movements at the margins of the dragonfly ranges. For this purpose, we analyzed geographic patterns of change in species richness with the aim of identifying species groups sharing functional and biogeographic traits that primarily drive local turnover in species assemblages and cause geographical shifts in species richness patterns. The five specific questions we addressed are as follows: (1) Are increases in ranges of true dragonflies greater than those of damselflies? (2) Have the ranges of southern species increased more than the ranges of continental and northern species? (3) Will northern species and high-elevation species experience reduced overall ranges as their realized climatic envelopes shrink because of global warming? (4) Are northwards range shifts greater than movements at other range margins reflecting a directional poleward shift rather than a non-directional range expansion? (5) Are geographical shifts in species richness patterns driven mainly by southern species rather than by species from a more continental and northern origin? We argue that these measures would be particularly useful for detecting effects of environmental changes and highlighting the importance of using insects—and especially dragonflies—as first-level indicators of environmental health. We expect the current findings to support conservation efforts by providing additional means of determining species and species groups most at risk.

2. Materials and Methods

2.1. Study Area

Our study area covered 6,331,488 km2 of the westernmost peninsula of Eurasia (=Europe) limited by the Arctic Ocean to the north, by the Atlantic Ocean to the west, and by the Mediterranean Sea to the south (see Figure 2 in Olsen et al. [22]). The eastern border of the study area followed a combination of the 35° E longitude and the eastern margin used in outline range maps in Askew [49]. All larger European islands in the Mediterranean Sea were included as in Olsen et al. [22].

2.2. Data

2.2.1. Species Distribution Data

Distributional ranges of dragonflies in Europe were obtained from two points taken 22 years apart, based on outline maps in Askew [49] and Kalkman et al. [34]. The maps do not always present the full distributional range and sometimes represent only the part that falls within the westernmost Eurasian peninsula. We excluded data from east of 35° E and south of the Mediterranean Sea because dragonfly occurrences in these regions are not well documented (e.g., Dijkstra and Lewington [50]).
Of the 130 species of dragonflies known to occur within the study area, we constructed outline range maps for 123, after excluding vagrant species, species new to science since 1988, and species without a range map in Askew [49] or Kalkman et al. [34] (see Table S1 for a list of excluded species, species that in 2010 were included as new in Europe, taxonomic and nomenclatural changes, and modifications to species ranges). Of the 123 included species, 4 colonized Europe during the 22-year period, whereas 119 species occurred in both data sets (see Table A1 and Table S1 for a list of the 4 and 119 species).
Maps from Askew [49] were georeferenced in ArcGIS 10.2 [51] based on scanned TIFF images, whereas maps from [34] were provided as shape files from the Freshwater Biodiversity Unit under the IUCN Global Species Program. All species ranges categorized as extant in Kalkman et al. [34] were included, whereas all ranges with a signature of extinction were omitted. The distribution maps in 1988 and 2010 were cut with the same European coastline layer in ArcGIS 10.2 [51] to ensure that species ranges followed the same extent of land cover and to facilitate direct comparison.

2.2.2. Species Classification

As functional traits, we used the morphological characteristics that distinguish the taxonomic suborders of European dragonflies—damselfly (Zygoptera) (n = 41) and true dragonfly (Anisoptera) (n = 82) species (see Table A1 for a list of species in each suborder). For biogeographic traits, we used four groups—Tropical (n = 14), Mediterranean (n = 56), Eurasian (n = 36), and Boreo-alpine (n = 17) species (see Table A1 for a list of species in each group). These subdivisions by functional and biogeographic traits based on Dijkstra and Lewington [50], Sternberg [52], and Beschovski et al. [53] allowed us to distinguish species responses and differential changes in species richness patterns arising from southern Mediterranean fauna elements (Tropical and Mediterranean groups) from the species responses with a more continental distribution in central and northern Europe (Eurasian and Boreo-alpine groups). It also allowed us to capture effects caused by species with an Afrotropical and Oriental origin (Tropical group) from the more extreme habitat specialists, such as the Boreo-alpine species.

2.3. Data Analysis

2.3.1. Range Shifts

In ArcGIS 10.2 [51], we transformed the outline distributions into gridded maps with 880 cells of 100 × 100 km to estimate distributional range as an occupancy of grid cells. The large grid resolution allowed us to minimize artefacts from outline range maps, including false absences or more commonly false presences, and thus avoid overestimating the extent of occurrence of species [22]. To address questions 1–3 of our study, we calculated differences in total species range (ΔR) between 1988 and 2010 for stable (ΔR = 0), contracting (negative ΔR), and expanding (positive ΔR) species as relative change, giving the percentage change in the number of occupied cells.
To address question 4 of our study, we measured change in distributional range as shifts in northern, southern, eastern, and western boundaries, calculated by subtracting minimum and maximum latitude and longitude for each species in 1988 from the values in 2010. All range shift distances were standardized so that expansions and contractions were expressed with positive and negative values, respectively.
To further address question 4, we determined directionality in range shifts by calculating direction (0–360°) and compass distance of range centroid shifts. All distances were calculated using an equidistant projection in ArcGIS 10.2 [51].

2.3.2. Species Richness

To address question 5 of our study, we calculated latitudinal species richness (number of species in 100-km latitudinal intervals) to evaluate changes in species richness in each biogeographic group between 1988 and 2010. We subdivided our study area into 10 × 10 km grid cells (total 67.374) and calculated local species richness (number of species in each grid cell) by overlaying the grid onto the outline distribution maps. We then subtracted the number of species in each grid cell in 1988 from the number in 2010 to evaluate geographic patterns in diversity changes over the 22-year period. When plotting geographical patterns of species richness, we chose to reduce the grid cell size to 10 × 10 km because higher resolution allowed us visually to detect patterns at a more local scale than if we used the 100 × 100 km grid as applied in the statistical analysis.

2.4. Statistical Analysis

The various measures of range shifts (overall range shift; range shift at the four range margins: north, south, east, and west; and shift in range centroid) in European damselfly (Zygoptera) and true dragonfly (Anisoptera) species were analyzed with the taxonomic suborders—Zygoptera and Anisoptera—used as unmatched test groups in a Mann–Whitney–Wilcoxon test.
The various measures of range shifts (overall range shift; range shift at the four range margins: north, south, east, and west; and shift in range centroid) in biogeographical groups of European dragonfly species were analyzed with the biogeographic groups—Tropical, Mediterranean, Eurasian, and Boreo-alpine—used as unmatched test groups in a Kruskal–Wallis test.
Range shifts at range margins for all species, for damselfly species and true dragonfly species, and for species in the four biogeographical groups—Tropical, Mediterranean, Eurasian, and Boreo-alpine—were analyzed with the northern margin and the southern, eastern, and western margins combined (=other margins) used as unmatched test groups in a Mann–Whitney–Wilcoxon test.
All statistical tests were performed using R [54], and polar plots were made with the plotrix package [55].

3. Results

3.1. Range Shift Pattern

On average, range sizes increased between 1988 and 2010. Median change in overall range size was 254,965 km2, median percentage change in range was 18%, and median change in number of 100 × 100 km grid cells was 35. Of the 123 species, 106 had expanding ranges (including 4 that colonized Europe between 1988 and 2010), 3 species (all damselflies) had stable range sizes, and 14 species experienced range contractions (7 damselflies and 7 true dragonflies) (Table A1, Table S2).
Percentage change in range was significantly larger in true dragonflies than in damselflies (Figure 1A, Table S3). The magnitude of the range changes differed significantly among biogeographic groups, with the largest increase in Tropical and Mediterranean species compared with Eurasian and Boreo-alpine taxa. With separate analyses for the two suborders, however, the changes were significant only for true dragonflies (Figure 1A, Table S4). Within the Boreo-alpine group, 13 species had expanding ranges, 1 species had a stable range size, and 3 species showed range contractions (Table A1, Table S2).
Latitudinal shifts are much larger than longitudinal shifts. The latitudinal shift at the northern range margin was significantly larger than shifts at the other three margins combined, and when accounting for suborder, the differences were significant for both damselflies and true dragonflies (Table S5). When accounting for biogeographic group, shifts in the northern range margin were significantly larger than shifts in the other three directions for Tropical, Mediterranean, and Eurasian species, but not for Boreo-alpine species (Table S5). When shifts at the four range margins were analyzed separately rather than together, we found a significant difference between damselfly and true dragonfly species only at the western border (Figure 1C–F, Table S3). In addition, we found a significant difference among the four biogeographic groups at the eastern border, but when suborder was considered, the differences were significant only for true dragonflies (Figure 1C–F, Table S4).
The centroid of dragonfly ranges shifted by 176 km on average (median 138 km), with a significant difference between damselfly and true dragonfly species (Figure 1B, Table S3) and among the four biogeographic groups (Figure 1B, Table S4). However, when accounting for suborder, the differences between biogeographical groups were not significant for either damselflies or true dragonflies (Table S4). Centroids of dragonfly ranges moved in all directions, with a mean shift towards south–southwest (202°) (Figure 2). Damselfly and true dragonfly species did not differ significantly in the direction of the range shifts (Figure 2, Table S3), but the biogeographic groups did show differences (Figure 2, Table S4).

3.2. Species Richness Pattern

On average, the latitudinal species richness (number of species in 100 km latitudinal intervals) increased from 1988 to 2010 by 5.4 species (median 5.0 species), representing 1.3 damselfly and 4.1 true dragonfly species (Figure 3). The largest increase was between the Mediterranean Sea and 46° N, with an average of 7.1 species (1.3 damselfly and 6.3 true dragonfly), and between 52° N and 63° N, with an average of 7.4 species (2.8 damselfly and 4.6 true dragonfly).
The biogeographic group of damselflies with the largest increase in latitudinal species richness was the Mediterranean, where richness increased most at Scandinavian latitudes, so that the expansion of their northern range included a shift from Central Europe into the Scandinavian zone (Figure 3). Additionally, the true dragonfly fauna that accounted for the largest increase were the Tropical and Mediterranean in Southern Europe, and Mediterranean and Eurasian in Central and Northern Europe (Figure 3).
Average local species richness (number of species in 10 km × 10 km grid cells) increased by 7.3 species (median 7.0 species), with 2.0 damselfly and 5.3 true dragonfly species. The highest values for local species richness were observed in eastern and central Europe, with a maximum (>64) in the lowlands north of the Alps and Carpathian Mountains, and in the region west of the western Alps (Figure 4). Local species richness of the two suborders followed a similar geographic pattern, although a hotspot west of the Alps was more pronounced in damselflies compared with true dragonflies, and true dragonflies were more species rich than damselflies in lowlands north of the Alps and Carpathian Mountains (Figure 4). The diversity center for damselflies was located around the “Massif Central” in France (28 species), whereas the diversity center for true dragonflies (46 species) was located west of the northwestern pre-Alps and areas in northern Slovakia along the Carpathian Mountains (Figure 4).
The geographic pattern of changes in local species richness differed among biogeographic groups (Figure S1), which followed variation in the percentages of 10 km × 10 km grid cells in which the number of Tropical, Mediterranean, Eurasian, or Boreo-alpine species increased, decreased, or remained unchanged between 1988 and 2010. The Boreo-alpine group showed the largest decline in the percentage of 10 × 10 km grid cells where species from that group occurred in 1988 compared with the similar decline in species from Tropical, Mediterranean, and Eurasian groups. In contrast, the Mediterranean and Eurasian species showed the largest percentage of cells with increasing diversity (Figure 5).

4. Discussion

4.1. Data Quality

We used expert-drawn outline range maps to address how species ranges have changed on a continental scale. Even though they are expert-drawn maps, one drawback of outline range maps is that species do not occur uniformly within their range [56], so that these maps can include false absences or presences [57]. Consequently, because of ignorance about the internal range structure [58], such maps may overestimate species occurrence [59], as has been addressed in the macroecological literature (e.g., Graham and Hijmans [36] and Hurlbert and White [60]). Moreover, a common critique is that outline maps represent only knowledge about the distribution that the respective authors have, rather than giving the true species distribution. If so, any analysis based on these maps could reflect changes in what the authors know rather than the true range patterns. Nevertheless, they represent the best currently available data on European dragonflies for addressing macroecological questions such as ours and multiple comparisons of outline distributions to find differences in species ranges or species richness have been published on various taxonomic groups within plants, vertebrates, and invertebrates (e.g., Hawkins et al. [61] and references therein), including macroecological studies on European dragonflies similar to ours (e.g., Olsen et al. [22], Grewe et al. [62], Hof et al. [63], Hof et al. [64], and Kalkman et al. [65]. Furthermore, of the 85 reviewed analyses of species richness in Hawkins et al. [61], 69% were based on range maps. We acknowledge that our maps represent rough approximations of the distribution of European dragonflies, but as Hurlbert and Jetz [66] demonstrated, using a sufficiently large grid resolution can surmount these problems.
Even though dragonflies are among the taxa with the best data record in space and time across Europe [5,65,67], an important concern about studies focusing on range shift is that expansions could simply be the outcome of a higher number of records. Although there will be some sampling heterogeneity on continental scale [65], the most significant northern range border shifts we found were for species that colonized Central Europe from the Mediterranean or extended their previous northern range border in Central Europe northwards into areas know to be well studied historically [34,67]. We found no general indication that the ranges shifts have been caused by false expansions due to an increase of knowledge. Hence, we assume that a lower sampling intensity in parts of Europe did not affect the observed range shifts on a 100 × 100 km grid level. Moreover, a bias in the distribution estimates should matter only if there were strong differences in mapping accuracy between damselflies and true dragonflies or among the four biogeographic groups. Finally, studies relying on true observations of range shifts rather than outcomes based on range maps yield results that support our findings on range shift in European dragonfly species, both on a more local scale (e.g., Hickling et al. [19], Knijf and Anselin [20], Ott [21], Suhling et al. [37], Hassall and Thompson [48], Riservato et al. [68], and Termaat et al. [69]), and continental scale (e.g., Kalkman et al. [65] and Boudot and Kalkman [67].
Because our geographic scope is Europe, the eastern border does not follow natural boundaries as the other range margins do. We will therefore have underestimated any shift eastwards for species distributed along the eastern border of the study area. As long as the bias causes underestimation rather than overestimation, however, we argue that we still obtained biologically meaningful and valuable information on range shift directionality by including the eastern margin.

4.2. Are Increases in Ranges of True Dragonflies Greater Than Those of Damselflies?

Compared with damselflies, the true dragonflies were more prone to overall range increases independent of biogeographic origin. The geographic differences between poorly dispersing damselflies and easily dispersing true dragonflies revealed that distribution pattern and ranges seemed to be regulated differently between the two suborders. Moreover, range expansion and successful establishment are subject to physical constraints. Despite the relatively weak dispersal ability of damselflies, their passive flight across land areas should still be sufficient to confer on them sufficient geographic plasticity to keep pace with shifts in climatic envelope and resources, but they have less ability to cross wide physical barriers such as the Mediterranean Sea or the North Sea. For dispersing species, distance between suitable habitats is important with regard to their chances of tracking climate and environmental change. If suitable dispersal corridors are absent, species responses to climate change may not be realized [6,22,70]. For tropical species, which currently are represented only by true dragonflies, it is reasonable to believe that the Sahara and the Mediterranean Sea together constitute a barrier preventing Afro-Tropical damselfly species from colonizing southern Europe or at least causing them to fall behind true dragonflies. Of the four species identified as new for Europe since 1988, the three tropical species (Orthetrum sabina, Orthetrum taeniolatum and Trithemis kirbyi) are true dragonflies, whereas only the Mediterranean species, Ischnura fountaineae, which arrived from North Africa to the Italian island Panteleria southwest of Sicily, is a damselfly [50]. With regard to damselfly species, which may not be able to keep up with the dispersal capacity of tropical true dragonflies, the latitudinal range centers of damselfly and true dragonfly species within the Mediterranean group did not differ significantly in 1988 (p > 0.05). In contrast, in the Eurasian and Boreo-alpine groups, true dragonflies on average showed a more northerly located range center. We cannot rule out that the difference in some species could have been caused by true dragonflies being able re-colonize Europe faster after the last glaciations than some damselflies, and we have not been able to find any studies supporting directly that damselflies exhibit postglacial dispersal limitation to the present day. However, because body size and the ability to vibrate thoracic muscles to heat their body matters for survival in a colder environment, we suggest that this difference in range center could also have resulted from a synergistic effect of the larger size, thermoregulation abilities and better flight capacity of true dragonflies being generally more robust and physically strong than the thermoconform damselflies.

4.3. Have the Ranges of Southern Species Increased More Than the Ranges of Continental and Northern Species?

Distributions of southern species (Tropical and Mediterranean groups) expanded to a larger extent than those of northern species (Eurasian and Boreo-alpine groups), which is consistent with other studies, at least in the temperate part of the world (e.g., Hickling et al. [19], Knijf and Anselin [20], and Ott [21]. This finding supports the expectation that it is especially in the species adapted to a warmer climate that we see the greatest range expansions.
The northward range expansions and the Afro-Tropical species entering southern Europe indicate that the range expansion of southern dragonfly species in Europe in particular is ongoing. However, the Sahara and the Mediterranean Sea together seem to constitute a barrier that cause the initial colonization to occur at a relatively low rate and range shifts are geographically skewed, with most range expansions occurring in central and northern Europe, whereas changes in the south are fewer and smaller. Here, the only species with a relatively large change in range were the Afro-Tropical species entering Europe. For most lowland species in southern Europe, temperature is not as much the constraining factor for their range as is the occurrence of freshwater and suitable habitat [71].

4.4. Will Northern Species and High-Elevation Species Experience Reduced Overall Ranges as Their Realized Climatic Envelopes Shrink Because of Global Warming?

Most Boreo-alpine species had expanded their distributional range, and we find no indications that these are false expansions due to increase of knowledge. Hence, we argue that any shifts in species range are not simply constrained by the availability of suitable habitat but may to some degree also be explained by constraints in the realized thermal niche and distributions at the range margins. The change in range centroids in Boreo-alpine species showed a mean longitudinal shift towards the west mainly into Fennoscandia and Central Europe, highlighting that turnover in species richness may be driven not only by northbound range expansions, but also by westward colonization. This pattern of longitudinal shift towards the west is counterintuitive to what we would expect for climate-driven range shift [2]. However, as the realized niche is not necessarily the same as the fundamental niche of the species, the thermal niche of some of the Boreo-alpine species could have been wider than the temperature, which used to be available in the area they are occupying, so when climate warms, they are still inside their fundamental niche and can perform better, causing the range expansion with the largest towards the west. Furthermore, it has been suggested that more dispersal (gene flow) may occur from central to peripheral populations (asymmetric migration) than the reverse [19]. If gene flow is stronger than selection along the range margins, core populations represent sources and the peripheral populations are sinks where genetic variation is continuously replenished [19]. In this way, local evolutionary adaptation at range margins may be prevented even though climate change triggers a different selective pressure than in the core range. When global warming eventually reaches the area with the genetically more diverse central populations, it may cause a shift in the species’ realized niche. In response, rather than persisting only with a narrow range of habitat characteristics, the species may gradually adapt in a way that allows for the exploitation of formerly unsuitable habitats [3,4]. Following this, we suggest that some Boreo-alpine species with westward range expansion may not yet have been able to colonize all available areas and persist within their climatic envelope or may show some degree of thermal release during a climate-driven range expansion. The result could be a shift in their thermal niche, making them able to adapt to new resource conditions and exploit formerly unsuitable habitats. This pattern may explain why it was mostly Boreo-alpine species that expanded westward, especially so during the last decades, when global warming has been affecting boreal forest and taiga at increasing rates [12].
Evidence of a strong negative impact of climate change on dragonflies is lacking, although local examples of desiccation of bog habitats have been described [72]. We found three Boreo-alpine species that showed range contraction, namely the relatively widespread Coenagrion lunulatum and Leucorrhinia albifrons and the much rarer Nehalennia speciosa. We suggest that these trends could be consequences of global warming, and if so, they provide a negative signal for selection of oligotrophic freshwater species. Range contraction may not necessarily be driven by a decrease in their realized climatic envelopes as much as by habitat loss and degradation. For some dragonfly species, available habitat continues to decline because of global warming and drainage of wetland areas, but pollution and overgrowth of habitats may also threaten them [34]. Loss and degradation of habitat will cause local populations to go extinct and simultaneously escalate the degree of fragmentation. This pattern is believed to explain why Nehalennia speciosa is declining and has already become regionally extinct in many areas across its European range [73].

4.5. Are Northwards Range Shifts Greater Than Movements at Other Range Margins Reflecting a Directional Poleward Shift Rather Than Non-Directional Range Expansion?

Even though latitudinal shift at the northern range margin was larger on average than shifts at any other margins, we expected that range shift resulting from climate warming would occur not only at the northern margins, but also as poleward shifts of southern range margins [74]. We did not find significant contraction of the southern range boundaries, which could be explained by the fact that southern boundaries of distributional ranges for most species lie outside Europe, but also to some degree because the southern limit has been historically poorly defined. Nevertheless, especially in Mediterranean species, local diversity had declined in regions on the Iberian Peninsula and along the Mediterranean Sea and the Black Sea [68,71]. This is likely due to habitat destruction and degradation, pollution, mismanagement of water bodies due to increased water demand and a lower level of precipitation due to climate change [68]. These dynamics jointly illustrate that species occurrences may decline or that species may go locally extinct without causing a current contraction in overall range [2].
Tropical species highlight the colonization corridors for Afro-Tropical species entry into southern Europe, by crossing the narrowest straits of the Mediterranean Sea through the Iberian or Italian peninsulas, by using Mediterranean islands as stepping stones, or through the Near East. Although the initial colonization of Europe occurred as northbound movement from Africa [75], it is important to note that the colonization did not immediately follow a direct northerly route. When species have crossed the Mediterranean Sea, they may occur in fragmented ranges with populations scattered along various southern latitudes. Increase in range and subsequent colonization by these subpopulations means that the direction in their range shift appears stochastic rather than following a recognizable pattern. This appearance is illustrated by the tropical species Paragomphus genei, which had the largest change in range centroid in a 1081-km shift westward, resulting from recent range expansion across the Iberian Peninsula, where the species has begun to reproduce in watering pools constructed for sheep [76]. This example offers a possible explanation for why, in contrast to expectations, shift patterns in range centroid and overall range were mixed. Expanding species had an overall northbound directionality in their range expansion, and we expected this trend to manifest not only at the northern range boundary but also in the direction of range centroid shifts. However, as the plots illustrate (Figure 2), there was no common directionality because of differences in habitat requirements, habitat dispersal abilities, knowledge in distribution and other factors [22]

4.6. Are Geographical Shifts in Species Richness Patterns Driven Mainly by Southern Species Rather Than by Species from a More Continental and Northern Origin?

Since 1988, average range size for species in all biogeographic groups has increased, with southern species especially having expanded their ranges to the north, some increasing by hundreds of kilometers. This expansion, in turn, is driving increased overall species richness to a higher extent than expansions in continental and northern species, especially so across all of Central Europe. For tropical species, the most species-rich regions in Europe are currently situated in the southern part of the Iberian Peninsula and in southern Turkey. In contrast, local species richness of Mediterranean species has declined in southern Europe, but increased in northwestern, central, and eastern Europe, which is a general trend observed across animals and plants [7]. This overall pattern of increase in local species richness in dragonflies is mirrored almost completely by the Eurasian species, except for an additional increase in central Scandinavia and on the Balkan and Italian peninsulas. There is high diversity of Eurasian species throughout Central Europe, but with a clear decline along the northern Pyrenees, indicating that for the continental species associated with lower elevation land areas, the mountain areas may constitute physical barriers that limit range expansion from the northeast into the Iberian Peninsula. The diversity in Boreo-alpine species has increased in most of Scandinavia and in various isolated, rather fragmented parts of Central Europe, in contrast to declines in species richness north of the Black Sea.
Recent data on continental scale support that the expansion of ranges to the north, which in general was observed across all biogeographic groups between 1988 and 2010, seem to continue [67], which, in turn, drives shifts in dragonfly species richness across Europe even further [65]. We would argue that the shift in European species richness seen in our study and supported by more recent data could be accelerated further by very warm summers such as observed in the last few years.
The distribution of dragonfly species in Europe exemplifies a distinct biogeographical pattern. The lowest diversity occurs in the northern parts of mainland Europe and on islands such as Great Britain and Ireland, whereas the highest is found in Central Europe, where tropical and Mediterranean species co-occur with species from more temperate and boreal climates. As Central Europe is an area of confluence of multiple expansion routes, a higher overall diversity is to be expected. Confirmation of this region as a hotspot for dragonfly diversity underlines the high ecological importance of the Central European wetlands for water-linked species. In contrast, the Mediterranean glacial refuge areas are not as species rich as the central part of Europe. Recent studies based on plants, terrestrial vertebrates, and butterflies have demonstrated that postglacial recolonization of most of temperate Europe has come not only from the three major Pleistocene refugia on the Iberian, Italian, and Balkan peninsulas, but also from the east and from small ice age refugia in Europe north of the Alps (e.g., Simonsen and Huemer [41], Ursenbacher et al. [42], Brochmann et al. [43], Schmitt et al. [44]). Dragonflies are believed to have high dispersal capacities [33], so that changes in distribution and geographical richness pattern should mainly be driven by present-day climate warming and availability of suitable habitat [16] and only to a lesser extent by historical legacies of past climate; however, physical barriers such as high-altitude mountain ranges may prevent postglacial recolonization in certain regions. Such barriers could explain why the Mediterranean region is not as rich in species as the central part of Europe. Moreover, especially for the less mobile dragonfly species, it could indicate that assemblages of species in the westernmost peninsula of Eurasia and other geographically isolated regions such as Fennoscandia could reflect stepwise reductions in species immigration from glacial refuge regions during the postglacial recolonization process due to geographic distance [77] and physical barriers [45].

5. Conclusions

The results of this study demonstrate that large-scale changes in patterns of dragonfly species richness are the result of several divergent dynamics that differ for the taxonomic suborders and biogeographic groups of dragonflies. In addition to showing an overall increase in species range for the whole order, true dragonflies were more prone than damselflies to exhibit overall range expansions, independent of biogeographic origin. Consequently, true dragonflies had more local turnover than did damselflies. Even though damselflies are strong enough to keep pace with shifts in the climatic envelope by passive flight across land, they are usually not strong enough to cross wide physical barriers such as the Sahara, Mediterranean Sea, or the North Sea. Tropical and Mediterranean species had much more expanded ranges than did Eurasian and Boreo-alpine species. The greatest range expansions were found in warm-adapted species, with the most prominent diversity changes shaped by southern species. However, several Boreo-alpine species also expanded their ranges, especially westward. This pattern suggests that thermal release during climate-mediated range expansion may shift local species richness across Europe. The Central European hotspot for dragonfly diversity documents the high conservation value of the Central European wetlands for water-linked species. Local species richness declined in the Iberian Peninsula, the Mediterranean Sea, and the Black Sea areas, suggesting a negative impact of climate change on dragonfly species in warm regions. Range contractions of three Boreo-alpine habitat specialists in oligotrophic freshwater should be given special conservation attention to avoid regional extinction. This is especially true for Nehalennia speciosa, which face severe challenges from climate change declines.
We have provided an assessment on a European scale of how dragonfly species richness patterns have changed over a 22-year period. Our focus was on range shifts between groups of species with shared traits that we consider to be important drivers of changes in species richness. In this way, we document that understanding range changes and tracking changes in diversity patterns are important tools for conservation of dragonflies, and at the same time, dragonflies emerge as important first-level indicators of environmental health and conservation needs.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/d14121066/s1. Figure S1: Geographical patterns of European dragonfly (Odonata) species richness and changes by biogeographical groups; Table S1: List of European dragonfly (Odonata) species excluded from the analysis, where modifications to species range have been applied, that colonized Europe after 1988, and with taxonomic and nomenclatural changes between 1988 and 2010; Table S2: Data for the analysis of range shift in European dragonfly (Odonata) species. The list includes taxonomic suborder and scientific names of all species included in the analysis of range shift and changes in species richness 1988–2010. Also presented are the per species biogeographic group, range shift trend, relative change in range (percent change in number of occupied 100 × 100 km grid cells), distance of shift in northern, southern, eastern, and western range margins, and direction of shift in range centroid and distance of shift in range centroid; Table S3: Summary statistics of various measures of range shifts between 1988 and 2010 in European damselfly (Zygoptera) and true dragonfly (Anisoptera) species; Table S4: Summary statistics of various measures of range shifts between 1988 and 2010 in all European dragonfly (Odonata), damselfly (Zygoptera), and true dragonfly (Anisoptera) species, and species in the four biogeographical groups—Tropical, Mediterranean, Eurasian, and Boreo-alpine; and Table S5: Summary statistics of range margin shifts between 1988 and 2010 at the northern margin and the southern, eastern, and western margins combined in all European dragonfly (Odonata), damselfly (Zygoptera), and true dragonfly (Anisoptera) species, and species in the four biogeographical groups—Tropical, Mediterranean, Eurasian, and Boreo-alpine [78,79].

Author Contributions

Conceptualization, K.O., J.-C.S. and H.B.; methodology, K.O.; formal analysis, K.O.; investigation and data curation, K.O.; writing—original draft preparation, K.O.; writing—review and editing, K.O., J.-C.S. and H.B. All authors have read and agreed to the published version of the manuscript.

Funding

This study was supported by the Danish Ministry of Culture (TAKT2010-035), the Graduate School of Science and Technology of Aarhus University, and the Natural History Museum, Aarhus. This study is a contribution to JCS’s VILLUM Investigator project “Biodiversity Dynamics in a Changing World” funded by VILLUM FONDEN (grant 16549) and the Center for Informatics Research on Complexity in Ecology (CIRCE), funded by Aarhus University and the Aarhus University Research Foundation under the AU IDEAS program.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data are provided in the paper, Supplementary Figure S1, and Supplementary Tables S1–S5.

Acknowledgments

We thank Brody Steven Sandel for help with R scripts and Peder Klith Bøcher and Lonnie Mikkelsen for ArcGIS assistance. We are particularly grateful to Melanie Bilz and Jemma Able from the Freshwater Biodiversity Unit under the IUCN Global Species Program for providing range maps from 2010 as ArcGIS shapefiles.

Conflicts of Interest

The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results.

Appendix A

List of European dragonfly (Odonata) species included in the analysis of range shift and changes in species richness 1988–2010 with information on taxonomic suborder, scientific name including author and year of species description, biogeographic group, and range shift trend. * Indicate the four species that in 2010 were included as new in Europe.
Table A1. List of European dragonfly (Odonata) species (n = 123) included in the analysis of range shift and changes in species richness 1988–2010 with information on taxonomic suborder, scientific name including author and year of species description, biogeographic group, and range shift trend. * Indicate the four species that in 2010 were included as new in Europe. Nomenclature and taxonomy follow IUCN [80].
Table A1. List of European dragonfly (Odonata) species (n = 123) included in the analysis of range shift and changes in species richness 1988–2010 with information on taxonomic suborder, scientific name including author and year of species description, biogeographic group, and range shift trend. * Indicate the four species that in 2010 were included as new in Europe. Nomenclature and taxonomy follow IUCN [80].
SuborderSpeciesBiogeographic GroupRange Shift Trend
ZygopteraCalopteryx haemorrhoidalis Vander Linden, 1825MediterraneanExpansion
ZygopteraCalopteryx splendens Harris, 1780EurasianExpansion
ZygopteraCalopteryx virgo Linnaeus, 1758EurasianExpansion
ZygopteraCalopteryx xanthostoma Charpentier, 1825MediterraneanContraction
ZygopteraCeriagrion georgifreyi Schmidt, 1953MediterraneanExpansion
ZygopteraCeriagrion tenellum De Villers, 1789MediterraneanExpansion
ZygopteraChalcolestes viridis Vander Linden, 1825MediterraneanExpansion
ZygopteraCoenagrion armatum Charpentier, 1840Boreo-alpineExpansion
ZygopteraCoenagrion caerulescens Fonscolombe, 1838MediterraneanExpansion
ZygopteraCoenagrion hastulatum Charpentier, 1825Boreo-alpineExpansion
ZygopteraCoenagrion hylas Trybom, 1889Boreo-alpineStable
ZygopteraCoenagrion intermedium Lohmann, 1990MediterraneanStable
ZygopteraCoenagrion johanssoni Wallengren, 1894Boreo-alpineExpansion
ZygopteraCoenagrion lunulatum Charpentier, 1840Boreo-alpineContraction
ZygopteraCoenagrion mercuriale Charpentier, 1840MediterraneanExpansion
ZygopteraCoenagrion ornatum Selys, 1850MediterraneanExpansion
ZygopteraCoenagrion puella Linnaeus, 1758MediterraneanExpansion
ZygopteraCoenagrion pulchellum Vander Linden, 1825EurasianExpansion
ZygopteraCoenagrion scitulum Rambur, 1842MediterraneanExpansion
ZygopteraEnallagma cyathigerum Charpentier, 1840EurasianExpansion
ZygopteraEpallage fatime Charpentier, 1840MediterraneanExpansion
ZygopteraErythromma lindenii Selys, 1840MediterraneanExpansion
ZygopteraErythromma najas Hansemann, 1823EurasianExpansion
ZygopteraErythromma viridulum Charpentier, 1840MediterraneanExpansion
ZygopteraIschnura elegans Vander Linden, 1820EurasianExpansion
ZygopteraIschnura fountaineae * Morton, 1905MediterraneanExpansion
ZygopteraIschnura genei Rambur, 1842MediterraneanStable
ZygopteraIschnura graellsii Rambur, 1842MediterraneanExpansion
ZygopteraIschnura pumilio Charpentier, 1825MediterraneanExpansion
ZygopteraLestes barbarus Fabricius, 1798MediterraneanExpansion
ZygopteraLestes dryas Kirby, 1890EurasianExpansion
ZygopteraLestes macrostigma Eversmann, 1836MediterraneanContraction
ZygopteraLestes sponsa Hansemann, 1823EurasianExpansion
ZygopteraLestes virens Charpentier, 1825EurasianExpansion
ZygopteraNehalennia speciosa Charpentier, 1840Boreo-alpineContraction
ZygopteraPlatycnemis acutipennis Selys, 1841MediterraneanExpansion
ZygopteraPlatycnemis latipes Rambur, 1842MediterraneanContraction
ZygopteraPlatycnemis pennipes Pallas, 1771EurasianContraction
ZygopteraPyrrhosoma nymphula Sulzer, 1776EurasianExpansion
ZygopteraSympecma fusca Vander Linden, 1820MediterraneanContraction
ZygopteraSympecma paedisca Brauer, 1877Boreo-alpineExpansion
AnisopteraAeshna affinis Vander Linden, 1820MediterraneanExpansion
AnisopteraAeshna caerulea Ström, 1783Boreo-alpineExpansion
AnisopteraAeshna crenata Hagen, 1856Boreo-alpineExpansion
AnisopteraAeshna cyanea Müller, 1764EurasianContraction
AnisopteraAeshna grandis Linnaeus, 1758EurasianExpansion
AnisopteraAeshna isoceles (Müller, 1767)MediterraneanExpansion
AnisopteraAeshna juncea Linnaeus, 1758Boreo-alpineExpansion
AnisopteraAeshna mixta Latreille, 1805MediterraneanExpansion
AnisopteraAeshna serrata Hagen, 1856EurasianExpansion
AnisopteraAeshna subarctica Walker, 1908Boreo-alpineExpansion
AnisopteraAeshna viridis Eversmann, 1836EurasianExpansion
AnisopteraAnax imperator Leach, 1815MediterraneanExpansion
AnisopteraAnax parthenope Selys, 1839MediterraneanExpansion
AnisopteraBoyeria cretensis Peters, 1991MediterraneanExpansion
AnisopteraBoyeria irene Fonscolombe, 1838MediterraneanExpansion
AnisopteraBrachythemis impartita Karsch, 1890TropicalExpansion
AnisopteraBrachytron pratense Müller, 1764EurasianExpansion
AnisopteraCaliaeschna microstigma Schneider, 1845MediterraneanExpansion
AnisopteraCordulegaster bidentata Selys, 1843MediterraneanExpansion
AnisopteraCordulegaster boltonii Donovan, 1807EurasianContraction
AnisopteraCordulegaster helladica Lohmann, 1993MediterraneanExpansion
AnisopteraCordulegaster heros Theischinger, 1979MediterraneanExpansion
AnisopteraCordulegaster insignis Schneider, 1845MediterraneanContraction
AnisopteraCordulegaster picta Selys, 1854MediterraneanExpansion
AnisopteraCordulegaster trinacriae Waterston, 1976MediterraneanExpansion
AnisopteraCordulia aenea Linnaeus, 1758EurasianExpansion
AnisopteraCrocothemis erythraea Brullé, 1832TropicalExpansion
AnisopteraDiplacodes lefebvrii Rambur, 1842TropicalExpansion
AnisopteraEpitheca bimaculata Charpentier, 1825EurasianExpansion
AnisopteraGomphus flavipes Selys, 1837EurasianExpansion
AnisopteraGomphus graslinii Rambur, 1842MediterraneanExpansion
AnisopteraGomphus pulchellus Selys, 1840MediterraneanExpansion
AnisopteraGomphus schneiderii Selys, 1850MediterraneanExpansion
AnisopteraGomphus simillimus Selys, 1840MediterraneanExpansion
AnisopteraGomphus vulgatissimus Linnaeus, 1758EurasianExpansion
AnisopteraLeucorrhinia albifrons Burmeister, 1839Boreo-alpineContraction
AnisopteraLeucorrhinia caudalis Charpentier, 1840Boreo-alpineExpansion
AnisopteraLeucorrhinia dubia Vander Linden, 1825EurasianExpansion
AnisopteraLeucorrhinia pectoralis Charpentier, 1825EurasianExpansion
AnisopteraLeucorrhinia rubicunda Linnaeus, 1758Boreo-alpineExpansion
AnisopteraLibellula depressa Linnaeus, 1758EurasianExpansion
AnisopteraLibellula fulva Müller, 1764EurasianExpansion
AnisopteraLibellula quadrimaculata Linnaeus, 1758EurasianExpansion
AnisopteraLindenia tetraphylla Vander Linden, 1825MediterraneanContraction
AnisopteraMacromia splendens Pictet, 1843MediterraneanExpansion
AnisopteraOnychogomphus costae Selys, 1885MediterraneanExpansion
AnisopteraOnychogomphus forcipatus Linnaeus, 1758MediterraneanExpansion
AnisopteraOnychogomphus uncatus Charpentier, 1840MediterraneanExpansion
AnisopteraOphiogomphus cecilia Fourcroy, 1785EurasianExpansion
AnisopteraOrthetrum albistylum Selys, 1848MediterraneanExpansion
AnisopteraOrthetrum brunneum Fonscolombe, 1837MediterraneanExpansion
AnisopteraOrthetrum cancellatum Linnaeus, 1758MediterraneanExpansion
AnisopteraOrthetrum chrysostigma Burmeister, 1839TropicalExpansion
AnisopteraOrthetrum coerulescens Fabricius, 1798MediterraneanExpansion
AnisopteraOrthetrum nitidinerve Selys, 1841MediterraneanExpansion
AnisopteraOrthetrum sabina * Drury, 1773TropicalExpansion
AnisopteraOrthetrum taeniolatum * Schneider, 1845TropicalExpansion
AnisopteraOrthetrum trinacria Selys, 1841TropicalExpansion
AnisopteraOxygastra curtisii Dale, 1834MediterraneanContraction
AnisopteraPantala flavescens Fabricius, 1798TropicalExpansion
AnisopteraParagomphus genei Selys, 1841TropicalExpansion
AnisopteraSelysiothemis nigra Vander Linden, 1825MediterraneanExpansion
AnisopteraSomatochlora alpestris Selys, 1840Boreo-alpineExpansion
AnisopteraSomatochlora arctica Zetterstedt, 1840Boreo-alpineExpansion
AnisopteraSomatochlora flavomaculata Vander Linden, 1825EurasianExpansion
AnisopteraSomatochlora meridionalis Nielsen, 1935MediterraneanExpansion
AnisopteraSomatochlora metallica Vander Linden, 1825EurasianContraction
AnisopteraSomatochlora sahlbergi Trybom, 1889Boreo-alpineExpansion
AnisopteraSympetrum danae Sulzer, 1776EurasianExpansion
AnisopteraSympetrum depressiusculum Selys, 1841EurasianExpansion
AnisopteraSympetrum flaveolum Linnaeus, 1758EurasianExpansion
AnisopteraSympetrum fonscolombii Selys, 1840TropicalExpansion
AnisopteraSympetrum meridionale Selys, 1841MediterraneanExpansion
AnisopteraSympetrum pedemontanum O.F.Müller, 1766EurasianExpansion
AnisopteraSympetrum sanguineum Müller, 1764EurasianExpansion
AnisopteraSympetrum sinaiticum Dumont, 1977MediterraneanExpansion
AnisopteraSympetrum striolatum Charpentier, 1840EurasianExpansion
AnisopteraSympetrum vulgatum Linnaeus, 1758EurasianExpansion
AnisopteraTrithemis annulate Palisot de Beauvois, 1807TropicalExpansion
AnisopteraTrithemis festiva Rambur, 1842TropicalExpansion
AnisopteraTrithemis kirbyi * Selys, 1891TropicalExpansion
AnisopteraZygonyx torridus Kirby, 1889TropicalExpansion

References

  1. Brown, J.; Lomolino, M. Biogeography; Sinauer Associates: Sunderland, MA, USA, 1998. [Google Scholar]
  2. Lenoir, J.; Svenning, J.C. Climate-Related Range Shifts—A Global Multidimensional Synthesis and New Research Directions. Ecography 2015, 38, 15–28. [Google Scholar] [CrossRef]
  3. Thomas, C.D.; Bodsworth, E.J.; Wilson, R.J.; Simmons, A.D.; Davies, Z.G.; Musche, M.; Conradt, L. Ecological and Evolutionary Processes at Expanding Range Margins. Nature 2001, 411, 577–581. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Lancaster, L.T.; Dudaniec, R.Y.; Hansson, B.; Svensson, E.I. Latitudinal Shift in Thermal Niche Breadth Results from Thermal Release during a Climate-Mediated Range Expansion. J. Biogeogr. 2015, 42, 1953–1963. [Google Scholar] [CrossRef]
  5. Channell, R.; Lomollno, M.V. Dynamic Biogeography and Conservation of Endangered Species. Nature 2000, 403, 84–86. [Google Scholar] [CrossRef] [PubMed]
  6. Fahrig, L. Effects of Habitat Fragmentation on Biodiversity. Annu. Rev. Ecol. Evol. Syst. 2003, 34, 59–71. [Google Scholar] [CrossRef] [Green Version]
  7. Wiens, J.J. Climate-Related Local Extinctions Are Already Widespread among Plant and Animal Species. PLoS Biol. 2016, 14, e2001104. [Google Scholar] [CrossRef] [Green Version]
  8. Opdam, P.; Wascher, D. Climate Change Meets Habitat Fragmentation: Linking Landscape and Biogeographical Scale Levels in Research and Conservation. Biol. Conserv. 2004, 117, 285–297. [Google Scholar] [CrossRef]
  9. Chaudhary, C.; Richardson, A.J.; Schoeman, D.S.; Costello, M.J. Global Warming Is Causing a More Pronounced Dip in Marine Species Richness around the Equator. Proc. Natl. Acad. Sci. USA 2021, 118, e2015094118. [Google Scholar] [CrossRef]
  10. Thomas, C.D.; Cameron, A.; Green, R.E.; Bakkenes, M.; Beaumont, L.J.; Collingham, Y.C.; Erasmus, B.F.N.; de Siqueira, M.F.; Grainger, A.; Hannah, L.; et al. Extinction Risk from Climate Change. Nature 2004, 427, 145–148. [Google Scholar] [CrossRef] [Green Version]
  11. Flenner, I.; Sahlén, G. Dragonfly Community Re-Organisation in Boreal Forest Lakes: Rapid Species Turnover Driven by Climate Change? Insect Conserv. Divers. 2008, 1, 169–179. [Google Scholar] [CrossRef]
  12. IPCC. Climate Change 2007: The Physical Science Basis: Contribution of Working Group I to the Fourth Assessment; Report of the Intergovernmental Panel on Climate Change; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2007. [Google Scholar]
  13. Gienapp, P.; Teplitsky, C.; Alho, J.S.; Mills, J.A.; Merilä, J. Climate Change and Evolution: Disentangling Environmental and Genetic Responses. Mol. Ecol. 2008, 17, 167–178. [Google Scholar] [CrossRef]
  14. Davis, M.B.; Shaw, R.G. Range Shifts and Adaptive Responses to Quaternary Climate Change. Science 2001, 292, 673–679. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  15. Johansson, H.; Stoks, R.; Nilsson-Örtman, V.; Ingvarsson, P.K.; Johansson, F. Large-Scale Patterns in Genetic Variation, Gene Flow and Differentiation in Five Species of European Coenagrionid Damselfly Provide Mixed Support for the Central-Marginal Hypothesis. Ecography 2013, 36, 744–755. [Google Scholar] [CrossRef]
  16. Kellermann, V.; Loeschcke, V.; Hoffmann, A.A.; Kristensen, T.N.; Fløjgaard, C.; David, J.R.; Svenning, J.C.; Overgaard, J. Phylogenetic Constraints in Key Functional Traits Behind Species’ Climate Niches: Patterns of Desiccation and Cold Resistance across 95 Drosophila Species. Evolution 2012, 66, 3377–3389. [Google Scholar] [CrossRef] [PubMed]
  17. Bota-Sierra, C.A.; García-Robledo, C.; Escobar, F.; Novelo-Gutiérrez, R.; Londoño, G.A. Environment, Taxonomy and Morphology Constrain Insect Thermal Physiology along Tropical Mountains. Funct. Ecol. 2022, 36, 1924–1935. [Google Scholar] [CrossRef]
  18. Hickling, R.; Roy, D.B.; Hill, J.K.; Fox, R.; Thomas, C.D. The Distributions of a Wide Range of Taxonomic Groups Are Expanding Polewards. Glob. Chang. Biol. 2006, 12, 450–455. [Google Scholar] [CrossRef]
  19. Hickling, R.; Roy, D.B.; Hill, J.K.; Thomas, C.D. A Northward Shift of Range Margins in British Odonata. Glob. Chang. Biol. 2005, 11, 502–506. [Google Scholar] [CrossRef]
  20. de Knijf, G.; Anselin, A. When South Goes North: Mediterranean Dragonflies (Odonata) Conquer Flanders (North-Belgium). BioRisk 2010, 5, 141–153. [Google Scholar] [CrossRef] [Green Version]
  21. Ott, J. Dragonflies and Climatic Change—Recent Trends in Germany and Europe. BioRisk 2010, 5, 253–286. [Google Scholar] [CrossRef]
  22. Olsen, K.; Svenning, J.-C.; Balslev, H. Niche Breadth Predicts Geographical Range Size and Northern Range Shift in European Dragonfly Species (Odonata). Diversity 2022, 14, 719. [Google Scholar] [CrossRef]
  23. Flenner, I.; Richter, O.; Suhling, F. Rising Temperature and Development in Dragonfly Populations at Different Latitudes. Freshw. Biol. 2010, 55, 397–410. [Google Scholar] [CrossRef]
  24. Johansson, F. Latitudinal Shifts in Body Size of Enallagma Cyathigerum (Odonata). J. Biogeogr. 2003, 30, 29–34. [Google Scholar] [CrossRef]
  25. Dingemanse, N.J.; Kalkman, V.J. Changing Temperature Regimes Have Advanced the Phenology of Odonata in the Netherlands. Ecol. Entomol. 2008, 33, 394–402. [Google Scholar] [CrossRef]
  26. Braune, E.; Richter, O.; Söndgerath, D.; Suhling, F. Voltinism Flexibility of a Riverine Dragonfly along Thermal Gradients. Glob. Chang. Biol. 2008, 14, 470–482. [Google Scholar] [CrossRef]
  27. Hassall, C.; Thompson, D.J.; French, G.C.; Harvey, I.F. Historical Changes in the Phenology of British Odonata Are Related to Climate. Glob. Chang. Biol. 2007, 13, 933–941. [Google Scholar] [CrossRef]
  28. Richter, O.; Suhling, F.; Müller, O.; Kern, D. A Model for Predicting the Emergence of Dragonflies in a Changing Climate. Freshw. Biol. 2008, 53, 1868–1880. [Google Scholar] [CrossRef]
  29. Johansson, F.; Śniegula, S.; Brodin, T. Emergence Patterns and Latitudinal Adaptations in Development Time of Odonata in North Sweden and Poland. Odonatologica 2010, 39, 97–106. [Google Scholar]
  30. Stoks, R.; de Block, M.; McPeek, M.A. Physiological Costs of Compensatory Growth in a Damselfly. Ecology 2006, 87, 1566–1574. [Google Scholar] [CrossRef]
  31. de Block, M.; Stoks, R. Compensatory Growth and Oxidative Stress in a Damselfly. Proc. R. Soc. B Biol. Sci. 2008, 275, 781–785. [Google Scholar] [CrossRef] [Green Version]
  32. Sternberg, K. Colours, Colour Change, Colour Patterns and ‘Cuticular Windows’ as Light Traps. Their Thermoregulatoric and Ecological Significance in Some Aeshna Species (Odonata: Aeshnidae). Zool. Anz. 1996, 235, 77–88. [Google Scholar]
  33. Corbet, P.S. Dragonflies: Behavior and Ecology of Odonata; Harley Books: Colchester, UK, 2004. [Google Scholar]
  34. Kalkman, V.J.; Boudot, J.-P.; Bernard, R.; Conze, K.-J.; de Knijf, G.; Dyatlova, E.; Ferreira, S.; Jović, M.; Ott, J.; Riservato, E.; et al. European Red List of Dragonflies; Publications Office of the European Union: Luxembourg, 2010. [Google Scholar]
  35. Clausnitzer, V.; Kalkman, V.J.; Ram, M.; Collen, B.; Baillie, J.E.M.; Bedjanič, M.; Darwall, W.R.T.; Dijkstra, K.D.B.; Dow, R.; Hawking, J.; et al. Odonata Enter the Biodiversity Crisis Debate: The First Global Assessment of an Insect Group. Biol. Conserv. 2009, 142, 1864–1869. [Google Scholar] [CrossRef]
  36. Graham, C.H.; Hijmans, R.J. A Comparison of Methods for Mapping Species Ranges and Species Richness. Glob. Ecol. Biogeogr. 2006, 15, 578–587. [Google Scholar] [CrossRef]
  37. Suhling, F.; Sahlén, G.; Gorb, S.; Kalkman, V.; Dijkstra, K.-D.; van Tol, J. Order Odonata. In Ecology and General Biology: Thorp and Covich’s Freshwater Invertebrates; Thorp, J., Rogers, D., Eds.; Academic Press: San Diego, CA, USA, 2015; pp. 893–932. [Google Scholar]
  38. Kalkman, V.J.; Clausnitzer, V.; Dijkstra, K.-D.B.; Orr, A.G.; Paulson, D.R.; van Tol, J. Global Diversity of Dragonflies (Odonata) in Freshwater. In Freshwater Animal Diversity Assessment; Balian, E., Lévêque, C., Segers, H., Martens, K., Eds.; Springer: Dordrecht, The Netherlands, 2007; pp. 351–363. [Google Scholar]
  39. de Lattin, G. Grundriss Der Zoogeographie; Fischer: Stuttgart, Germany, 1967. [Google Scholar]
  40. Husemann, M.; Schmitt, T.; Zachos, F.E.; Ulrich, W.; Habel, J.C. Palaearctic Biogeography Revisited: Evidence for the Existence of a North African Refugium for Western Palaearctic Biota. J. Biogeogr. 2014, 41, 81–94. [Google Scholar] [CrossRef]
  41. Simonsen, T.J.; Huemer, P. Phylogeography of Hepialus Humuli (L.) (Lepidoptera: Hepialidae) in Europe: Short Distance vs. Large Scale Postglacial Expansions from Multiple Alpine Refugia and Taxonomic Implications. Insect Syst. Evol. 2014, 45, 209–250. [Google Scholar] [CrossRef]
  42. Ursenbacher, S.; Carlsson, M.; Helfer, V.; Tegelström, H.; Fumagalli, L. Phylogeography and Pleistocene Refugia of the Adder (Vipera Berus) as Inferred from Mitochondrial DNA Sequence Data. Mol. Ecol. 2006, 15, 3425–3437. [Google Scholar] [CrossRef]
  43. Brochmann, C.; Gabrielsen, T.M.; Nordal, I.; Landvik, J.Y.; Elven, R. Glacial Survival or Tabula Rasa? The History of North Atlantic Biota Revisited. Taxon 2003, 52, 417–450. [Google Scholar] [CrossRef]
  44. Schmitt, T.; Rákosy, L.; Abadjiev, S.; Müller, P. Multiple Differentiation Centres of a Non-Mediterranean Butterfly Species in South-Eastern Europe. J. Biogeogr. 2007, 34, 939–950. [Google Scholar] [CrossRef]
  45. Baselga, A.; Lobo, J.M.; Svenning, J.C.; Aragón, P.; Araújo, M.B. Dispersal Ability Modulates the Strength of the Latitudinal Richness Gradient in European Beetles. Glob. Ecol. Biogeogr. 2012, 21, 1106–1113. [Google Scholar] [CrossRef]
  46. Castillo-Pérez, E.U.; Suárez-Tovar, C.M.; González-Tokman, D.; Schondube, J.E.; Córdoba-Aguilar, A. Insect Thermal Limits in Warm and Perturbed Habitats: Dragonflies and Damselflies as Study Cases. J. Therm. Biol. 2022, 103, 103164. [Google Scholar] [CrossRef]
  47. Dumont, H.J.; Desmet, K. Trans-Sahara and Trans-Mediterranean Migratory Activity of Hemianax Ephippiger (Burmeister) in 1988 and 1989 (Anisoptera: Aeshnidae). Odonatologica 1990, 19, 181–185. [Google Scholar]
  48. Hassall, C.; Thompson, D.J. The Effects of Environmental Warming on Odonata: A Review. Int. J. Odonatol. 2008, 11, 131–153. [Google Scholar] [CrossRef]
  49. Askew, R.R. The Dragonflies of Europe; Harley Books (BH & A Harley Ltd.): Colchester, UK, 1988. [Google Scholar]
  50. Dijkstra, K.-D.; Lewington, R. Field Guide to the Dragonflies of Britain and Europe; British Wildlife Publishing: Dorset, UK, 2006. [Google Scholar]
  51. ESRI. ArcGIS Desktop [GIS Software], version 10.2; Environmental Systems Research Institute: Redlands, CA, USA, 2010. [Google Scholar]
  52. Sternberg, K. Die Postglaziale Besiedlung Mitteleuropas Durch Libellen, Mit Besonderer Berucksichtigung Sudwestdeutschlands (Insecta, Odonata). The Postglacial Colonization of Central Europe by Dragonflies, with Special Reference to Southwestern Germany (Insecta, Odonata). J. Biogeogr. 1998, 25, 319–337. [Google Scholar] [CrossRef]
  53. Beschovski, V.; Marinov, M. Fauna, Ecology, and Zoogeography of Dragonflies (Insecta: Odonata) of Bulgaria. In Biogeography and Ecology of Bulgaria; Fet, V., Popov, A., Eds.; Springer: Dordrecht, The Netherlands, 2007; pp. 199–231. [Google Scholar]
  54. R Core Team. R: A Language and Environment for Statistical Computing; R Core Team: Vienna, Austria, 2022. [Google Scholar]
  55. Lemon, J. Plotrix: A Package in the Red Light District of R. R-News 2006, 6, 8–12. [Google Scholar]
  56. Pulliam, H.R. On the Relationship between Niche and Distribution. Ecol. Lett. 2000, 3, 349–361. [Google Scholar] [CrossRef]
  57. Rondinini, C.; Wilson, K.A.; Boitani, L.; Grantham, H.; Possingham, H.P. Tradeoffs of Different Types of Species Occurrence Data for Use in Systematic Conservation Planning. Ecol. Lett. 2006, 9, 1136–1145. [Google Scholar] [CrossRef]
  58. Gaston, K.J. The Structure and Dynamics of Geographic Ranges; Oxford University Press: Oxford, UK, 2003. [Google Scholar]
  59. Jetz, W.; Sekercioglu, C.H.; Watson, J.E.M. Ecological Correlates and Conservation Implications of Overestimating Species Geographic Ranges. Conserv. Biol. 2008, 22, 110–119. [Google Scholar] [CrossRef]
  60. Hurlbert, A.H.; White, E.P. Disparity between Range Map- and Survey-Based Analyses of Species Richness: Patterns, Processes and Implications. Ecol. Lett. 2005, 8, 319–327. [Google Scholar] [CrossRef]
  61. Hawkins, B.A.; Field, R.; Cornell, H.V.; Currie, D.J.; Guégan, J.F.; Kaufman, D.M.; Kerr, J.T.; Mittelbach, G.G.; Oberdorff, T.; O’Brien, E.M.; et al. Energy, Water, and Broad-Scale Geographic Patterns of Species Richness. Ecology 2003, 84, 3105–3117. [Google Scholar] [CrossRef] [Green Version]
  62. Grewe, Y.; Hof, C.; Dehling, D.M.; Brandl, R.; Brändle, M. Recent Range Shifts of European Dragonflies Provide Support for an Inverse Relationship between Habitat Predictability and Dispersal. Glob. Ecol. Biogeogr. 2013, 22, 403–409. [Google Scholar] [CrossRef]
  63. Hof, C.; Brändle, M.; Dehling, D.M.; Munguía, M.; Brandl, R.; Araújo, M.B.; Rahbek, C. Habitat Stability Affects Dispersal and the Ability to Track Climate Change. Biol. Lett. 2012, 8, 639–643. [Google Scholar] [CrossRef] [Green Version]
  64. Hof, C.; Brändle, M.; Brandl, R. Lentic Odonates Have Larger and More Northern Ranges than Lotic Species. J. Biogeogr. 2006, 33, 63–77. [Google Scholar] [CrossRef]
  65. Kalkman, V.J.; Boudot, J.-P.; Futahashi, R.; Abbott, J.C.; Bota-Sierra, C.A.; Guralnick, R.; Bybee, S.M.; Ware, J.; Belitz, M.W. Diversity of Palaearctic Dragonflies and Damselflies (Odonata). Diversity 2022, 14, 966. [Google Scholar] [CrossRef]
  66. Hurlbert, A.H.; Jetz, W. Species Richness, Hotspots, and the Scale Dependence of Range Maps in Ecology and Conservation. Proc. Natl. Acad. Sci. USA 2007, 104, 13384–13389. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  67. Boudot, J.-P.; Kalkman, V.J. Atlas of the European Dragonflies and Damselflies; KNNV-Publishing: Utrecht, The Netherlands, 2015. [Google Scholar]
  68. Riservato, E.; Boudot, J.; Ferreira, S.; Jović, M.; Kalkman, V.; Schneider, W.; Samraoui, B.; Cuttelod, A. The Status and Distribution of Dragonflies of the Mediterranean Basin; IUCN: Gland, Switzerland; Malaga, Spain, 2009. [Google Scholar]
  69. Termaat, T.; Kalkman, V.; Bouwman, J. Changes in the Range of Dragonflies in the Netherlands and the Possible Role of Temperature Change. BioRisk 2010, 5, 155–173. [Google Scholar] [CrossRef]
  70. Hill, J.K.; Thomas, C.D.; Huntley, B. Climate and Habitat Availability Determine 20th Century Changes in a Butterfly’s Range Margin. Proc. R. Soc. B Biol. Sci. 1999, 266, 1197–1206. [Google Scholar] [CrossRef] [Green Version]
  71. Boudot, J.-P.; Kalkman, V.J.; Azpilicueta Amorin, M.; Bogdanović, T.; Cordero Rivera, A.; Degabriele, G.; Dommanget, J.-L.; Ferreira, S.; Garrigos, B.; Jović, M.; et al. Atlas of the Odonata of the Mediterranean and North Africa. Libellula Suppl. 2009, 9, 1–256. [Google Scholar]
  72. de Knijf, G.; Flenker, U.; Vanappelghem, C.; Manci, C.O.; Kalkman, V.J.; Demolder, H. The Status of Two Boreo-Alpine Species, Somatochlora Alpestris and S. Arctica, in Romania and Their Vulnerability to the Impact of Climate Change (Odonata: Corduliidae). Int. J. Odonatol. 2011, 14, 111–126. [Google Scholar] [CrossRef]
  73. Bernard, R.; Wildermuth, H. Nehalennia Speciosa (Charpentier, 1840) in Europe: A Case of a Vanishing Relict (Zygoptera: Coenagrionidae). Odonatologica 2005, 34, 335–378. [Google Scholar]
  74. Hampe, A.; Petit, R.J. Conserving Biodiversity under Climate Change: The Rear Edge Matters. Ecol. Lett. 2005, 8, 461–467. [Google Scholar] [CrossRef] [Green Version]
  75. Simonsen, T.J.; Olsen, K.; Djernæs, M. The African-Iberian Connection in Odonata: MtDNA and NcDNA Based Phylogeography of Aeshna Cyanea (MüLler, 1764) (Odonata: Aeshnidae) in Western Palaearctic. Arthropod Syst. Phylogeny 2020, 78, 309–320. [Google Scholar] [CrossRef]
  76. Boudot, J.-P.; Clausnitzer, V.; Samraoui, B.; Suhling, F.; Dijkstra, K.-D.B.; Schneider, W. Paragomphus genei. The IUCN Red List of Threatened Species 2016: E.T59976A83861834. Available online: https://www.iucnredlist.org/species/59976/83861834 (accessed on 26 August 2022).
  77. Jiménez-Alfaro, B.; Girardello, M.; Chytrý, M.; Svenning, J.-C.; Willner, W.; Gégout, J.-C.; Agrillo, E.; Campos, J.A.; Jandt, U.; Kącki, Z.; et al. History and Environment Shape Species Pools and Community Diversity in European Beech Forests. Nat. Ecol. Evol. 2018, 2, 483–490. [Google Scholar] [CrossRef] [PubMed]
  78. Aguesse, P. Les Odonates de l’Europe Occidentale, Du Nord de l’Afrique et Des Îles Atlantiques. In Faune de l’Europe et du Bassin Méditerranéen; Masson et Cie: Paris, France, 1968; Volume 4, pp. 1–258. [Google Scholar]
  79. Pilgrim, E.M.; von Dohlen, C.D. Molecular and Morphological Study of Species-Level Questions within the Dragonfly Genus Sympetrum (Odonata: Libellulidae). Ann. Entomol. Soc. Am. 2007, 100, 688–702. [Google Scholar] [CrossRef]
  80. IUCN The IUCN Red List of Threatened Species. Version 2015-3. Available online: www.iucnredlist.org (accessed on 22 August 2016).
Figure 1. Range shifts in European dragonfly (Odonata) species from 1988 to 2010. (A) Relative change in range (percent change in number of occupied 100 × 100 km grid cells). (B) Distance shift of range centroid. (C) Latitudinal shift of northern range margin. (D) Latitudinal shift of southern range margin. (E) Longitudinal shift of eastern range margin. (F) Longitudinal shift of western range margin. Data separated by biogeographical groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine) for damselflies (Zygoptera, yellow) and true dragonflies (Anisoptera, orange). The box-and-whisker plots illustrate the spread and skewness of the data through their quartiles and the median (thick black middle line). The whiskers extending from the box show data variability outside the upper and lower quartiles. Outlier points that differed significantly from the rest of the dataset are plotted as individual points (empty circles) beyond the whiskers.
Figure 1. Range shifts in European dragonfly (Odonata) species from 1988 to 2010. (A) Relative change in range (percent change in number of occupied 100 × 100 km grid cells). (B) Distance shift of range centroid. (C) Latitudinal shift of northern range margin. (D) Latitudinal shift of southern range margin. (E) Longitudinal shift of eastern range margin. (F) Longitudinal shift of western range margin. Data separated by biogeographical groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine) for damselflies (Zygoptera, yellow) and true dragonflies (Anisoptera, orange). The box-and-whisker plots illustrate the spread and skewness of the data through their quartiles and the median (thick black middle line). The whiskers extending from the box show data variability outside the upper and lower quartiles. Outlier points that differed significantly from the rest of the dataset are plotted as individual points (empty circles) beyond the whiskers.
Diversity 14 01066 g001
Figure 2. Plots showing shifts (1988–2010) in the range centroids of European (Odonata) dragonflies. Distance (km) and compass direction (°) of range shifts in range centroids in species from 1988 to 2010. Data separated by taxonomic suborder (damselflies [Zygoptera] and true dragonflies [Anisoptera]) and biogeographical groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine).
Figure 2. Plots showing shifts (1988–2010) in the range centroids of European (Odonata) dragonflies. Distance (km) and compass direction (°) of range shifts in range centroids in species from 1988 to 2010. Data separated by taxonomic suborder (damselflies [Zygoptera] and true dragonflies [Anisoptera]) and biogeographical groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine).
Diversity 14 01066 g002
Figure 3. Shift in latitudinal species richness of European dragonfly (Odonata) species, plotted against latitude. Species richness presented as number of species in 100-km latitudinal intervals in species from 1988 to 2010. Data separated by biogeographical groups (Tropical—red, Mediterranean—yellow, Eurasian—green, and Boreo-alpine—blue) for damselflies (Zygoptera, left) and true dragonflies (Anisoptera, right).
Figure 3. Shift in latitudinal species richness of European dragonfly (Odonata) species, plotted against latitude. Species richness presented as number of species in 100-km latitudinal intervals in species from 1988 to 2010. Data separated by biogeographical groups (Tropical—red, Mediterranean—yellow, Eurasian—green, and Boreo-alpine—blue) for damselflies (Zygoptera, left) and true dragonflies (Anisoptera, right).
Diversity 14 01066 g003
Figure 4. Geographical patterns of European dragonfly (Odonata) species richness and changes by taxonomic suborder. Observed species richness in 1988 according to Askew [49] (left column), observed species richness in 2010 according to Kalkman et al. [34] (middle column), and difference in observed species richness between 1988 and 2010 (negative value = decrease, positive value = increase) (right column). European data presented for all species (upper row), damselfly (Zygoptera) species (middle row), and true dragonfly (Anisoptera) species (lower row) at 10 km × 10 km grid resolution.
Figure 4. Geographical patterns of European dragonfly (Odonata) species richness and changes by taxonomic suborder. Observed species richness in 1988 according to Askew [49] (left column), observed species richness in 2010 according to Kalkman et al. [34] (middle column), and difference in observed species richness between 1988 and 2010 (negative value = decrease, positive value = increase) (right column). European data presented for all species (upper row), damselfly (Zygoptera) species (middle row), and true dragonfly (Anisoptera) species (lower row) at 10 km × 10 km grid resolution.
Diversity 14 01066 g004
Figure 5. Percentages of 10 × 10 km grid cells (total 67.374 grid cells) where the number of European dragonfly (Odonata) species increased, decreased, or remained unchanged from 1988 to 2010, separated into biogeographic groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine).
Figure 5. Percentages of 10 × 10 km grid cells (total 67.374 grid cells) where the number of European dragonfly (Odonata) species increased, decreased, or remained unchanged from 1988 to 2010, separated into biogeographic groups (Tropical, Mediterranean, Eurasian, and Boreo-alpine).
Diversity 14 01066 g005
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Olsen, K.; Svenning, J.-C.; Balslev, H. Climate Change Is Driving Shifts in Dragonfly Species Richness across Europe via Differential Dynamics of Taxonomic and Biogeographic Groups. Diversity 2022, 14, 1066. https://doi.org/10.3390/d14121066

AMA Style

Olsen K, Svenning J-C, Balslev H. Climate Change Is Driving Shifts in Dragonfly Species Richness across Europe via Differential Dynamics of Taxonomic and Biogeographic Groups. Diversity. 2022; 14(12):1066. https://doi.org/10.3390/d14121066

Chicago/Turabian Style

Olsen, Kent, Jens-Christian Svenning, and Henrik Balslev. 2022. "Climate Change Is Driving Shifts in Dragonfly Species Richness across Europe via Differential Dynamics of Taxonomic and Biogeographic Groups" Diversity 14, no. 12: 1066. https://doi.org/10.3390/d14121066

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop