Extreme food-plant specialisation in Megabombus bumblebees as a product of long tongues combined with short nesting seasons

Jiaxing Huang1，Jiandong An1*，Jie Wu1*，Paul H. Williams1，2

1　Key Laboratory for Insect-Pollinator Biology of the Ministry of Agriculture，Institute of Apicultural Research，Chinese Academy of Agricultural Sciences，Beijing 100093，China，

2　Department of Life Sciences，The Natural History Museum，London SW7 5BD，United Kingdom

* anjiandong@caas.cn（JA）；apis@vip.sina.com（JW）

Abstract　Megabombus bumblebees have unusually long tongues and are generally more specialised than other bumblebees in their choice of food plants. The phylogeny of Megabombus bumblebees shows that speciation was concentrated in two periods.Speciation in the first period（ca 4.25-1.5Ma）is associated with the late rise of the Hengduan Mountains at the eastern end of the Qinghai-Tibetan plateau. Speciation in the second period（1.2—0.3Ma）is associated with climatic cooling in the northern forests. The most extreme food-specialist species belong to the second period，which may point to climate as a factor in specialisation. These extreme specialist species occur either in the far north（Bombus consobrinus），or at high elevations（Bombus gerstaeckeri），in situations where long tongues coincide with the shortest nesting seasons. Species with the longest tongues but occurring further south（even at high elevations）use a broader range of food plants.

Key words：food-plant specialisation，Bumblebee， Megabombus，DNA barcoding，long tongues bee

Introduction

Bumblebees are important pollinators for wild plants and crops. Bumblebee species with longer tongues are more specialised in their choice of food plants than with shorter-tongued species for both nectar and pollen [1，2，3，4]. This greater specialisation has even been considered as a factor contributing to the greater susceptibility of some long-tongued bumblebees to population declines [5，6，7]. Narrower dietary breadth is suggested to be associated with longer proboscides，which have a major influence on the adaption of habitat，affect the population decline [8，9]. Therefore，understanding the evolution of longer tongue and dietary breadth among the long tongue bee is key to develop an effective conservation strategies for these food specialization bumblebees. But in order to study the evolution of specialization，we need to recognise species and understand the phylogeny of these long tongue bumblebees.

Among bumblebees，the subgenus Megabombus（in the broad sense of Williams et al. [10]）is a group that includes many of the longest-tongued and most specialised bumblebee species in the world [4，10，11]. It becomes one of the excellent group for exploring the tongue length and food specialization evolution. For species recognizing in Megabombus，Skorikov recognised two subgenera Hortobombus and Diversobombus，in which together he estimated 15 species [12]. While recent survey by Williams suggested that there are 22 species including three subgenus Diverobombus， Megabombus and Senexibombus[13].Within those long tongue bumblebees，there are at least two extreme specialists that visit only one food-plant species for pollen.

Megabombus has been claimed to be more diverse in some of the mountains of China [13，14，15] compared with Europe [13，16]. But is this true? The Megabombus species of China are still poorly understood [11，17]. There is just one previous molecular study of almost all bumblebees [11]，which included an estimate of phylogeny for many Megabombus species（Fig 1）in a well-supported tree.They concluded that mitochondrial 16S was the most useful gene for resolving the most recent groups within subgenera. Unfortunately，their tree has too few samples per species（usually just one）to assess the status of many Asian taxa near the rank of species and many of these Asian taxa were not included in their analysis.

A more recent study [18] includes some of the other Asian taxa and has a slightly larger sample size. This also found that another mitochondrial gene，COI，is useful at this level of analysis，because it mutates even faster than 16S. The study concluded that there are more spe-cies present in Asia，although this sample still covers only a small part of the subgenus Megabombus.

Above all，much of the uncertainty in the number of species in these and other earlier studies comes from using indirect criteria for recognising species：either morphology alone [14]，or crude genetic divergence thresholds [11，18 ]，both of which are now considered inappropriate [19，20，21]. In contrast，the coalescent approach relates directly to species concepts [22]，for example through the application of general mixed Yule/coalescent（GMYC）models [23]. We apply GMYC models here to a much larger sample of Megabombus than that has been studied previously，especially with more samples from China，where these bees are most variable. We include almost all of the species of the subgenus Megabombus that have been accepted in recent publications [10，11，18，24 ，25].

To explore the evolution of long-tongued bumblebees of the subgenus Megabombus，we seek：（1）to recognise species；（2）to estimate dates for major events in their phylogeny；（3）to map their coarse-scale diversity；and（4）to begin to compare food-plant specialisation among the species in China.

Materials and Methods

Sampling bees

Specimens were collected across China between June and September 2005-2013 and deposited in the collection of the Chinese Academy of Agricultural Sciences，Institute of Apicultural Research，Beijing（IARB）.Samples were identified to Megabombus using the keys by Williams，et al.（2008）[10]. Sample-site information was collected with a hand-held GPS（Garmin 60CS，China）and specimens were given individual identifier numbers and databased.

DNA data

We use the single mitochondrial COI gene because earlier studies of the subgenus Megabombus [11，18] confirmed that mitochondrial genes have a fast mutation rate，making them more informative in analyses at the within-subgenus level. In contrast，the slower nuclear genes，such as ArgK，PEPCK，and EF-1α，are relatively uninformative at this level，so that including them would contribute little.

Genomic DNA extraction followed the protocol in our earlier publication [17]. The stan-dard insect COI barcode region was amplified using the primers LepF1 and LepR1 [26]. Posi-tive PCR products were sequenced from both ends by a commercial company（Biomed，Beijing，LTD）to ensure standardisation. Accession numbers for sequence data including sample IDs from the GenBank or BOLD databases（S1 Table）.

Phylogenetic analysis

ClustalX2（version 2.0）was used for multiple alignment of sequences [27] and Collapse（version 1.2）was used to identify unique haplotypes. The best nucleotide substitution model according to jModeltest（version 2.1.3，accessed 2014）Akaike Information Criterion（AIC）[28] was GTR+I+G. Species from the subgenera Subterranneobombus and Thracobombus were used as out-groups，according to the estimate of phylogeny for Bombus by Cameron et al. [11]. Phylogeny was estimated with BEAST（www.beast.bio.ed.a c.uk，accessed 2014）[29]，using a speciation model of a constant-size coalescent process，consistent with the null hypothesis that there is a single species. The clock model was set to lognormal relaxed clock（uncorrelated），and chain length was set to 500 million generations with a sampling frequency of one in 50，000. The consensus tree was built by TreeAnnotator（version 1.7.5，accessed 2014）with a burn-in of 1000 samples.

Recognising species

The general mixed Yule-coalescent（GMYC）method can be used to recognize species from a single locus for insects [30]. It has been demonstrated to be an effective method for recognising even undescribed species [31，32] and has been used previously with bumblebees [33]. GMYC models were fitted with SPLITS R-package（r-forge. r-project.org/R/? group_id = 333，accessed 2013）. The single threshold was used to identify a transition from intraspecific to interspecific species branching.

Dating phylogeny

No fossils of species from this subgenus are available for dating the tree. The only available estimate is from a molecular study [34]. For the species discovered with the GMYC models，we built a tree as the best estimate of species' phylogeny using a birth-death model for the speciation process. Events in this tree were dated with Figtree（version 1.4.2）calibrated with the molecular estimate [35].

Mapping Diversity

For mapping species diversity，we use an equal-area grid（Fig 2），because otherwise diversity measures are strongly affected by the size of the areas being surveyed and compared [35].

Fig.2. Map of sites sampled across China for bumblebees. Grey spots，all bumblebee records；black spots，records of species of the subgenus Megabombus.Map was created using a free computer program DIVA-GIS（http：//www.diva-gis.org/download）and free spatial data（http：//www.diva-gis.org/Data）.

Comparing food-plant specialisation

Data on food plants for the Chinese Megabombus species are available only for Sichuan and for North China [14，36]. Visits to flowers for nectar or pollen are not differentiated. Some plants are identified only to genus，although species-level identification is provided for the larger genera，such as Pedicularis.Plant-visit records are not associated with particular bumblebee records，so we cannot use random resamp- ling of the data to compare food-plant diversity among bumblebee species for standar- dised sample sizes. Therefore we use a simple graphical approach，also based on the idea of species-accumulation plots. In this case we plot the foodplant diversity recorded for a bumblebee species against the total number of records for each bumblebee species，including only those bumblebee species for which we have >30 bumblebee records.

Comparing growing degree days

Plant growth is strongly affected by growing degree days（GDD）. The plants growing in a habitat are most likely to limit the food choices of bumblebees. To explore the effect of GDD on Megabombus species，GDD values for the sites with bee records were downloaded from the Atlas of the Biosphere（http：//sage.wisc. edu/atlas）[37]. Variation in GDD for sites with bumblebee records was explored using analysis of variance（ANOVA）. All analysis was done using the R project（version 3.1.1，http：//www. r-pro ject.org/）.

Results

Recognising species

Our COI data represent most of the Asian taxa that have been accepted recently as species.Exceptions are B.senex，from Sumatra，but unrecorded for more than 10 years，and B. melanopoda，also from Sumatra，but with only one specimen known，and unrecorded for more than a century [13]. No recent material could be sequenced for a taxon close to B.hortorum from Spain that may be a separate species，B.reinigiellus[16]. Our COI sequences lack indels，stop codons，and codon position 3 has a high ％AT，so these sequences do not represent ‘numts'. GMYC model analysis（Fig 3）supports 22 species. We apply the oldest available names from the constituent taxa as the valid names for the species（ICZN，1999）.

Dating phylogeny

For the species recognised in Fig 3，our best estimate for the dated species' phylogeny is shown in Fig 4，with estimated dates and 95％ interval estimates for the divergences.Two phases of Megabombus species radiation are recognised：（1）species in the clade node from number 1 to number 4 of Fig 4（B.montivagus to B.gerstaeckeri）that diverged from their closest relatives in the period ca 4.25-1.5Ma；and（2）species in the clade node number 5 of Fig 4（B. hortorum to B. sushkini and ‘unnamed'）that diverged from their closest relatives'ca 1.2-0.3Ma.

Mapping diversity

For the species recognised in Fig 3，we plot geographical variation in species diversity in Fig 5. Fig 5 shows that there are at least twice as many species per grid cell in cells containing the mountains on the eastern edge of the Qinghai-Tibetan plateau than there are in any more distant cells（e.g. in Europe）. This is not an artefact of higher sampling effort in China，because there has been much greater sampling effort in Europe，as evidenced by the many much larger collections in national institutions in Europe（e.g. NHM，London UK）.

The two phases of Megabombus species' radiation that can be recognised from Fig 4 have different geographical distributions：（1）species in the clade node number 1 to number 3 of Fig 4（B. montivagus to B. securus）are mostly Oriental and concentrated around the mountains at the eastern end of the Qinghai-Tibetan plateau（Fig 6）；and（2）species in the clade node number 5 of Fig 4（B. hortorum to B. sushkini and‘unnamed'）are mostly Palaearctic and concentrated around the northern forests（Fig 7）[38].

Comparing food-plant specialisation

Figs 8 and 9 show that Chinese Megabombus species tend to fall towards the lower end of the range of numbers of plant species visited for particular numbers of bumblebee records compared to the other groups of bumblebees. This provides some support for the idea that Chinese Megabombus species are greater food-plant specialists compared to Chinese shorter-tongued species of the subgenera Pyrobombus， Melanobombus，and Bombus s.str.in the same region.

Furthermore，these data show no support for any Megabombus species in Sichuan or in North China being an extreme specialist that visits just one food-plant species.However，this may have been obscured in these data because the data do not discriminate between nectar-col-lecting and pollen-collecting visits.

Comparing growing degree days

The growing degree days varied not only between species but also within species（Fig 10）. Global ANOVA analysis showed a significant effect of GDD among different species（F=19.9，P<0.01）.The mean value of GDD for B.consobrinus-EU+B.gerstaeckeri was significantly lower than for B.religiosus+B.securus+B.koreanus（P<0.01）. Within species，B.consobrinus-EU was also significantly lower（P<0.01）compared to B. consobrinus-CN. However， B. supremus was not significantly different in GDD value compared to B.consobrinus-EU+B.gerstaeckeri（P>0.05）.It is significantly lower than B.religiosus+B.securus+B.koreanus（P<0.01）.

Discussion

Recognising species

Our analysis is not ideal because it uses only a single gene marker（part of the COI gene）and single gene trees may not always map precisely onto trees for species [23，32，39]. However，comparably fast nuclear genes could not be obtained from large samples of many of the rare mountain bees for this study because of limitations of time and budget. The results we have from other genes available from the Cameron et al. [11] study of smaller numbers of specimens and taxa give results that are largely compatible（Fig 1）. We will discuss results for individual species in a more detailed taxonomic paper，but there are a couple of larger differences between our results and their tree.

First，our results show greater resolution with separation of the trifasciatus-and diversus-groups. The separation of these groups is also supported by characters of the morphology of the male genitalia [40].

Second，the relationships of the religiosus-group differs between earlier results（Fig 1）[11]and our results（Fig 4）.We would expect a priori that the Cameron et al.[11] result would be more reliable，because it is based on more genes with its reported stronger support values. But intriguingly，our relationship for the remaining supremus- sushkinigroup is also supported by characters of the morphology of the male genitalia（see photos in [10]）.

Our analysis does have several important advantages over previous studies of this subgenus：（1）GMYC models relate directly to species concepts，in preference to previous use of divergence thresholds，which relate to species concepts only indirectly；（2）COI is a fast-evolving gene and so it is especially well suited to estimating close relationships near the species rank；（3）we have much larger samples available from which to assess population variation，especially from across the most diverse region for this group，China. Cameron et al. used 19 specimens and 19 sequenced samples [11]；Hines &Williams used 50 specimens and 33 sequenced samples [18]；whereas we used 4149 specimens（from China alone）and 294 sequenced samples（world-wide）. Nonetheless，the sampling of North Asia in our study could be improved.

Dating diversification

Table 1 shows that the date estimates for some species' divergences covered in both studies are broadly similar between those obtained previously [34] and those obtained here.

The first phase of diversification among Megabombus species is associated geograp hically with the mountains near the eastern end of the Qinghai-Tibetan plateau（Fig 6）. Temporally this phase of diversification（ca 4.25-1.5Ma）is associated with the late rise of this eastern end of the plateau in the Hengduan mountain system [41]. Presumably the late rise of these mountains created both many new barriers and many new opportunities by fragmenting the mountain forest habitat for Megabombus species.

The second phase of diversification among Megabombus species is associated geographically with the northern（boreal）forests（Fig 7）[38]. Temporally this phase of diversification（1.2-0.3Ma）is associated with the Plio-Pleistocene cooling in global climate and onset of the ice ages [42，43]. Presumably the onset of the glaciations again created both many new barriers and many new opportunities by fragmenting the northern forest habitat for Megabombus species.

Evolution of food-plant specialisation

As far as we can tell from available data，extreme food-plant specialisation has evolved just twice in the subgenus Megabombus：in B.gerstaeckeri[44，45]and in B. consobrinus [46，47，48]. Curiously，the species with the most extreme long tongues，including B.religiosus，B.securus，and B.supremus，have multiple food-plant species in Sichuan and do not appear to be among the most extreme food plant specialists [14]. Extreme specialisation is no doubt related to the abundance of a suitable food-plant species. But it has also been suggested that extreme specialisation is likely to be advantageous for social species like bumblebees only if they have small colonies and live in extreme habitats that have short foraging seasons，so that a long succession of flowering by different food-plant species through the summer is not required for colony reproductive success[49].Both of the extreme specialist species（B.gerstaeckeri and B. consobrinus）occur in habitats with short foraging seasons，in subalpine and subarctic meadows respectively. In both cases their sister species are not extreme food-plant specialists（B.supremus[14，36]；B.koreanus[50]），even though B.supremus also occurs at high elevation with a low GDD value（3529-4464m in Sichuan [14]）. It was reported that the change of food plant of B. supremus was affected heavily by the reductions of flowers in the food plants Hedysarum and Saussurea[51]. This may have led to a temporary increase in the diversity food plants used by the declining B. supremus，a situation that may not be stable in the long term.

In the east，one of the most specialised species（B. consobrinus）may have spread south from Russia into North China，where it has become less specialised in its food-plant choices [36] than in Europe. This remarkable exception might be a response to the longer foraging season further south，demonstrating the importance of this factor. But detailed comparative studies of Megabombus foraging activity are now needed.

Supporting Information

S1 File. Detailed results of GMYC species delimitation base on the Concatenated ultrametric tree.

（DOCX）

S2 File. Plot of（y axis）the log likelihood of the single threshold GMYC model for the Bayesian tree of unique COI-barcode haplotypes against（x axis）substitutions per nucleotide site.

（PDF）

S3 File. Threshold from the GMYC model at maximum likelihood was also showed.

（PDF）

S4 File. Letter of Authorization from Institute of Apicultural Reasearch，Chinese Academy of Agricultural Sciences.

（PDF）

S1 Table. Collection localities，sample deposition and GenBank accession numbers for specimens used in molecular analyses. Asterisks for sequence ID are deposited in BOLD.

（DOCX）

Acknowledgments

Our thanks to the people who supplied additional specimens or sequences for non-Chinese taxa：M. Aytekin，F. Burger，A. Byvaltsev，N. Gammans，H. Hines，Xu Huaili，S. Schmidt，D. Sheppard，M. Streinzer；and to D. Notton for help with the NHM collection. We would like to thank Jie Dong for barcoding bees and Zhou Zhiyong for databasing and managing the IARB collection. We also thank to Dr Shudong Luo，Longlong Xu，Zhengying Miao and all of the people who helped in surveying bumblebees.

Author Contributions

Conceived and designed the experiments：JH PHW. Performed the experiments：JH PHW JA. Analyzed the data：JH PHW. Contributed reagents/materials/analysis tools：JW JA JH. Wrote the paper：JH PHW. Organised sample collection and provided specimens：JA JW. Read，reviewed and edited the manuscript：JH PHW JA JW.

References

1. Prys-Jones OE（1982）Ecological studies of foraging and life history in bumblebees. Cambridge：University of Cambridge.462 p.

2. Goulson D，Darvill B（2004）Niche overlap and diet breadth in bumblebees；are rare species more specialized in their choice of flowers? Apidologie 35：55-63.

3. Goulson D，Hanley ME，Darvill B，Ellis JS（2006）Biotope associations and the decline of bumblebees（Bombus spp.）. Journal of Insect Conservation 10：95-103.

4. Kawakita A，Sota T，Ito M，Ascher JS，Tanaka H，Kato M，et al.（2004）Phylogeny，historical biogeography，and character evolution in bumble bees（Bombus：Apidae）based on simultaneous analysis of three nuclear gene sequences. Molecular Phylogenetics and Evolution 31：799-804. PMID：15062814

5. Goulson D，Hanley ME，Darvill B，Ellis JS，Knight ME（2005）Causes of rarity in bumblebees. Biological Conservation 122：1-8.

6. Goulson D，Lye GC，Darvill B（2008）Diet breadth，coexistence and rarity in bumblebees. Biodiversity and Conservation 17：3269-3288.

7. Rasmont P，Pauly A，Terzo M，Patiny S，Michez D，Iserbyt S，et al.（2005）The survey of wild bees（Hymenoptera，Apoidea）in Belgium and France. FAO：Roma，18 p.

8. Williams PH（2005）Does specialization explains rarity and decline among British bumblebees? A response to Goulson et al. Biological Conservation 122：33-43.

9. Williams PH，Osborne JL（2009）Bumblebee vulnerability and conservation world-wide. Apidologie 40：367-387.

10. Williams PH，Cameron SA，Hines HM，Cederberg B，Rasmont P（2008）A simplified subgeneric classification of the bumblebees（genus Bombus）. Apidologie 39：46-74.

11. Cameron SA，Hines HM，Williams PH（2007）A comprehensive phylogeny of the bumble bees（Bombus）. Biological Journal of the Linnean Society 91：161-188.

12. Skorikov AS（1923）Palaearctic bumblebees. Part I. General biology（including zoogeography）. Izvestiya Severnoi Oblastnoi Stantsii Zashchity Rastenii ot Vreditelei 4：1-160.

13. Williams PH（1998）An annotated checklist of bumble bees with an analysis of patterns of description（Hymenoptera：Apidae，Bombini）. Bulletin of the Natural History Museum London（Entomology）67：79-152.

14. Williams PH，Ya T，Jian Y，Cameron S（2009）The bumblebees of Sichuan（Hymenoptera：Apidae，Bombini）. Systematics and Biodiversity 7：101-187.

15. An J，Williams PH，Zhou B，Miao Z，Qi W（2011）The bumblebees of Gansu，Northwest China（Hymenoptera，Apidae）. Zootaxa 2865：1-36.

16. Rasmont P（1983）Catalogue commenté des bourdons de la région ouest-paléarctique（Hymenoptera，Apoidea，Apidae）. Notes Fauniques de Gembloux：1-72.

17. Huang J，Wu J，An J，Williams PH（2015）Newly discovered colour-pattern polymorphism of Bombus koreanus females（Hymenoptera：Apidae）demonstrated by DNA barcoding. Apidologie. Apidologie 46：250-261.

18. Hines HM，Williams PH（2012）Mimetic colour pattern evolution in the highly polymorphic Bombus trifasciatus（Hymenoptera：Apidae）species complex and its comimics. Zoological Journal of the Linnean Society 166：805-826.

19. Camargo A，Avila LJ，Morando M，Sites JW（2012）Accuracy and Precision of Species Trees：Effects of Locus，Individual，and Base Pair Sampling on Inference of Species Trees in Lizards of the Liolaemus darwinii Group（Squamata，Liolaemidae）. Systematic Biology 61：272-288. doi：10.1093/sysbio/syr105 PMID：22076301

20. De Queiroz K（2007）Species Concepts and Species Delimitation. Systematic Biology 56：879-886. PMID：18027281

21. Carstens BC，Dewey TA（2010）Species Delimitation Using a Combined Coalescent and Information-Theoretic Approach：An Example from North American Myotis Bats. Systematic Biology 59：400-414. doi：10.1093/sysbio/syq024 PMID：20547777

22. Fujita MK，Leaché AD，Burbrink FT，McGuire JA，Moritz C（2012）Coalescent-based species delimita-tion in an integrative taxonomy. Trends in Ecology &Evolution 27：480-488.

23. Fujisawa T，Barraclough TG（2013）Delimiting species using single-locus data and the Generalized Mixed Yule Coalescent approach：a revised method and evaluation on simulated data sets. Systematics and Biodiversity 62：707-724.

24. Ito M（1985）Additional notes on the bumblebee fauna of North Korea（Hymenoptera，Apidae）. Folia Entomologica Hungarica XLVI：5-22.

25. Aytekum AM，Auatay N（2003）Systematical Studies on Megabombus（Apidae：Hymenoptera）Species in Central Anatolia. Turkish Journal Zoology 27：195-204.

26. Hebert PDN，Penton EH，Burns JM，Janzen DH，Hallwachs W（2004）Ten species in one：DNA barcoding reveals cryptic species in the neotropical skipper butterfly Astraptes fulgerator. Proceedings of the National Academy of Sciences of the United States of America 101：14812-14817. PMID：15465915

27. Larkin MA，Blackshields G，Brown NP，Chenna R，McGettigan PA，McWilliam H，et al.（2007）Clustal W and Clustal X version 2.0. Bioinformatics 23：2947-2948. PMID：17846036

28. Darriba D，Taboada GL，Doallo R，Posada D（2012）jModelTest 2：more models，new heuristics and parallel computing. Nature Methods 9：772.

29. Drummond AJ，Suchard MA，Xie D，Rambaut A（2012）Bayesian phylogenetics with BEAUti and the BEAST 1.7. Molecular Biology and Evolution 29：1969-1973. doi：10.1093/molbev/mss075 PMID：22367748

30. Pons J，Barraclough TG，Gomez-Zurita J，Cardoso A，Duran DP，Hazell S，et al.（2006）Sequencebased species delimitation for the DNA taxonomy of undescribed insects. Systematics and Biodiversity 55：595-609.

31. Papadopoulou A，Monaghan MT，Barraclough TG，Vogler AP（2009）Sampling Error Does Not Invalidate the YuleCoalescent Model for Species Delimitation. A Response to Lohse（2009）. Systematic Biology 58：442-444.

32. Talavera G，Dinc V，Vila R（2013）Factors affecting species delimitations with the GMYC model：insights from a butterfly survey. Methods in Ecology and Evolution 4（12）：1101-1110.

33. Williams PH，Brown MJF，Carolan JC，An J，Goulson D，Aytekin AM，et al.（2012）Unveiling cryptic species of the bumblebee subgenus Bombus s. str. worldwide with COI barcodes（Hymenoptera：Apidae）. Systematics and Biodiversity 10：1-36.

34. Hines HM（2008）Historical biogeography，divergence times，and diversification patterns of bumble bees（Hymenoptera：Apidae：Bombus）. Systematics and Biodiversity 57：58-75.

35. Williams P，Gibbons D，Margules C，Rebelo A，Humphries C，Robert P（1996）A Comparison of Richness Hotspots，Rarity Hotspots，and Complementary Areas for Conserving Diversity of British Birds. Conservation Biology 10：155-174.

36. An J，Huang J，Shao Y，Zhang S，Wang B，Liu X，et al.（2014）The bumblebees of North China（Apidae，Bombus Latreille）. Zootaxa 3830：1-89. doi：10.11646/zootaxa.3830.1.1 PMID：25081273

37. New M，Hulme M，Jones P（1999）Representing Twentieth-Century Space-Time Climate Variability. Part I：Development of a 1961-90 Mean Monthly Terrestrial Climatology. Journal of Climate 12：829-856.

38. Potapov P，Hansen MC，Stehman SV，Loveland TR，Pittman K（2008）Combining MODIS and Landsat imagery to estimate and map boreal forest cover loss. Remote Sensing of Environment 112：3708-3719.

39. Esselstyn JA，Evans BJ，Sedlock JL，Anwarali Khan FA，Heaney LR（2012）Single-locus species delimitation：a test of the mixed Yule-coalescent model，with an empirical application to Philippine round-leaf bats. Proceedings of the Royal Society B：Biological Sciences 279：3678-3686. doi：10.1098/rspb. 2012.0705 PMID：22764163

40. Williams PH（1991）The bumble bees of the Kashmir Himalaya（Hymenoptera：Apidae，Bombini）. Bulletin of the British Museum（Natural History）Entomology 60：1-204.

41. Harris N（2006）The elevation history of the Tibetan Plateau and its implications for the Asian monsoon. Palaeogeography，Palaeoclimatology，Palaeoecology 241：4-15.

42. Zachos J，Pagani M，Sloan L，Thomas E，Billups K（2001）Trends，rhythms，and aberrations in global climate 65 Ma to present. Science 292：686-693. PMID：11326091

43. Sithaldeen R，Bishop JM，Ackermann RR（2009）Mitochondrial DNA analysis reveals Plio-Pleistocene diversification within the chacma baboon. Molecular Phylogenetics and Evolution 53：1042-1048. doi：10.1016/j.ympev.2009.07.038 PMID：19665055

44. Delmas R（1976）Contribution à l'etude de la faune francaise des Bombinae.（Hymenoptera，Apoidea，Bombidae）. Annales de la Societe Ento-mologique de France（n.s.）12：247-290.

45. Rasmont P，Mersch P（1988）Première estimation de la dérive faunique chez les bourdons de la Belgique（Hymenoptera，Apidae）. Belgian Journal of Zoology 118：141-147.

46. Løken A（1961）Bombus consobrinus Dahlb.，an oligolectic bumble bee（Hymenoptera，Apidae）. Proceedings of the XIth International Congress Entomology 1：598-603.

47. Løken A（1973）Studies on Scandinavian bumble bees（Hymenoptera，Apidae）. Norsk entomologisk Tidsskrift 20：1-218.

48. Mjelde A（1983）The foraging strategy of Bombus consobrinus（Hyemnoptera，Apidae）. Acta Entomologica Fennica 42：51-56.

49. Williams PH（1989）Why are there so many species of bumble bees at Dungeness? Botanical Journal of the Linnean Society 101：31-44.

50. Lee S，Dumouchel L（1999）Taxonomic Review of Genus Bombus（Hymenoptera，Apidae）from Korea. Ins. Koreana 16：77-101.

51. Xie Z，Williams PH，Tang Y（2008）The effect of grazing on bumblebees in the high rangelands of the eastern Tibetan Plateau of Sichuan. Journal of Insect Conservation 12：695-703.

［发表于：Plos One，2015，10（8），eo132358］