Michael Knapp’s research while affiliated with University of Otago and other places

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Publications (97)


Plio-Pleistocene Environmental Changes Drove the Settlement of Aotearoa New Zealand by Australian Open-Habitat Bird Lineages
  • Article

January 2025

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29 Reads

Molecular Ecology

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Michael Knapp

In a changing environment, vacant niches can be filled either by adaptation of local taxa or range‐expanding invading species. The relative tempo of these patterns is of key interest in the modern age of climate change. Aotearoa New Zealand has been a hotspot of biogeographic research for decades due to its long‐term isolation and dramatic geological history. An island with high levels of faunal endemicity, it is a system well suited to studying the relative effects of in situ evolution versus dispersal in determining faunal assemblages, while its turbulent climate and geological history provide valuable insights into the evolutionary impacts of environmental changes. Such investigations are of urgent importance given predicted climate change and human impacts rapidly affecting environments globally. Here, we analyse the divergence dates of nearly all endemic Aotearoa New Zealand bird species from their overseas relatives to assess the role of environmental changes in driving speciation and colonisation, with special regard to cooling climate during the Pliocene and Pleistocene. We uncover a wave of colonisation events by Australian open‐habitat adapted species since the Pliocene that peaked at the beginning of the Pleistocene. Furthermore, we highlight an even distribution of divergence dates in forest‐adapted taxa through time, consistent with millions of years of extensive forest cover. Finally, we note parallels to the modern‐day establishment of new bird populations from Australia and suggest this is largely influenced by anthropogenic land‐use patterns. This research contributes to the growing body of work recognising the long‐lasting impacts of Pleistocene climate change on Aotearoa New Zealand's avifauna, and reinforces biological invasions as a key evolutionary response to changing environmental conditions.


Known locations of origin of all modern (1970s onwards) and historical (pre-1950s) stilt samples used in this study in Aotearoa New Zealand. All circles represent single individuals except for those within the kakī modern breeding distribution, from which 29 individuals were sampled
BEAST maximum clade credibility tree (MCC tree, left) and maximum likelihood tree (ML tree, right) constructed with IQ-Tree v1.6.6 for the Order Charadriiformes based on a region of 14,239 bp of the aligned mitogenomes. Bayesian posterior probability (BPP) values > 0.95 indicate strong node support in the MCC tree, while maximum likelihood bootstrap node support (MLBS) values > 70% indicate strong node support in the ML tree. Trees are visualised with FigTree v1.4.3. The domestic chicken (Order Galliformes, Gallus gallus) and Australasian grebe (Order Podicipediformes, Tachybaptus novaehollandiae) are included as outgroups. The representative kakī (Himantopus novaezelandiae) included here is individual H01384, and the representative Australian pied stilt (H. leucocephalus) is individual B60480. Species are coloured by family within the Order Charadriiformes. The scale bar on the left represents time since the present in million years for the MCC tree, and the scale bar on the right represents the number of substitutions per site for the ML tree
BEAST maximum clade credibility tree produced from the truncated mitogenome alignment for the Order Charadriiformes, visualised with FigTree v1.4.3. Estimated divergence times (million years ago, Mya) are displayed at branch nodes, with 95% highest posterior density intervals around these estimated times visualised as horizontal grey bars. Species are coloured by family within the Order Charadriiformes. The scale bar represents time since the present (Mya). The calibrated nodes (indicated by asterisks) were divergence of Stercorariidae from Alcidae, and the divergence of the clade comprising Charadriidae, Haematopodidae, and Recurvirostridae from all other Charadriiformes
BEAST maximum clade credibility tree produced from congeneric analysis of the mitogenome region 1–14,239 bp of pre-defined kakī, pied stilts, poaka, and interspecific hybrids, visualised with FigTree v1.4.3. Circle colour represents the posterior probability (PP) associated with that node for nodes with PP > = 0.95 (black) and < 0.95 (grey). Numbers at nodes and branch lengths represent estimated time since divergence (TMRCA; Mya). Letter codes correspond to haplotypes identified in network analysis (see Fig. 5). Individuals are coloured according to morphological species identity. Scale bar represents time (Mya)
Visual representation of the mitochondrial haplotype diversity among all kakī (n = 34), poaka (n = 8), Australian pied stilts (n = 2), and kakī-poaka hybrids (n = 5) for the mitogenome region 1–14,239 bp, visualised in two different ways. (a) A median-joining network produced with PopArt shows two distinct haplogroups: kakī-type haplotypes A–D, and pied stilt-type haplotypes E–L. Haplotypes are coloured according to morphological species identification of individuals within that haplotype. Cross-hatched lines represent the number of variant sites differentiating haplotypes. Circle size represents the number of individuals sharing haplotypes. (b) The same data was visualised with TempNet to compare diversity of modern and historical populations. Note, the networks differ between (a) and (b) as TempNet does not infer the presence of ancestral/missing haplotypes. Kakī-type haplotypes are highlighted in the blue box. Samples of interest for further discussion are highlighted (MS11001, MS11002, MS11006). Samples collected prior to 1960 were categorised as ‘Historical’, while those collected from the 1970s onwards were classed as ‘Modern’. Dark shading distinguishes the presence of modern haplotypes from the light shaded historical haplotypes. White circles represent haplotypes that were absent among a specific time period. Numbers within circles indicate the number of individuals with that haplotype. Hatch-marks represent the number of variant sites differentiating haplotypes
Maintenance of mitogenomic diversity despite recent population decline in a critically endangered Aotearoa New Zealand bird
  • Article
  • Publisher preview available

November 2024

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33 Reads

Conservation Genetics

Mitochondrial genomes (mitogenomes) represent a relatively cost-effective tool for comparing diversity between contemporary and historical populations to assess impacts of past population processes, or the outcomes of conservation management. The Aotearoa New Zealand endemic kakī| black stilt (Himantopus novaezelandiae) is a critically endangered wading bird. Anthropogenic impacts contributed to kakī declining to ~ 23 individuals in 1981 and promoted interspecific hybridisation with their more common congener, the poaka| pied stilt (H. leucocephalus). Conservation management of kakī has resulted in the population increasing to 169 wild adults at the end of the 2023–2024 breeding season. Here we use mitogenomes to enable comparisons of diversity between contemporary and historical (pre-1960s) stilts, and to understand the impacts of past interspecific hybridisation. We assemble a mitogenome for kakī and use this as a reference to facilitate downstream comparisons of mitochondrial diversity among kakī and poaka across a period of population decline and subsequent conservation management for kakī. Mitogenome haplotype data provides no evidence of introgression from poaka into kakī despite past hybridisation. This contributes to the behavioural, ecological, morphological and genetic evidence that conservation action has maintained the species integrity of this Critically Endangered bird. Furthermore, these results indicate that mitochondrial diversity has been maintained in kakī across a period of species decline and subsequent conservation management.

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Postglacial recolonization of the Southern Ocean by elephant seals occurred from multiple glacial refugia

November 2024

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113 Reads

The Southern Ocean is warming more rapidly than other parts of our planet. How this region’s endemic biodiversity will respond to such changes can be illuminated by studying past events, through genetic analyses of time-series data sets including historic and fossil remains. Archaeological and subfossil remains show that the southern elephant seal ( Mirounga leonina ) was common along the coasts of Australia and New Zealand in the recent past. This species is now mostly confined to sub-Antarctic islands and the southern tip of South America. We analysed ancient seal samples from Australia (Tasmania), New Zealand, and the Antarctic mainland to examine how southern elephant seals have responded to a changing climate and anthropogenic pressures during the Holocene. Our analyses show that these seals formed part of a broader Australasian lineage, comprising seals from all sampled locations from the south Pacific sector of the Southern Ocean. Our study demonstrates that southern elephant seal populations have dynamically altered both range and population sizes under climatic and human pressures, over surprisingly short evolutionary timeframes for such a large, long-lived mammal. Significance Statement Genetic data, alongside historic, archaeological, and subfossil remains show that Australasian populations of the southern elephant seal have been shaped by range expansions and contractions following the Last Glacial Maximum, with subsequent contractions during the late Holocene. These expansion and contraction events are likely to have been a direct result of climate change-induced habitat expansion and contraction, along with Indigenous and European sealing. Prehistoric climate change and more recent human pressures have substantially altered the geographic distribution and population size of southern elephant seals over short evolutionary timescales.


The hybridisation capture of population-level mitochondrial genomes from environmental DNA

August 2024

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35 Reads

Population genetic data is often essential to inform conservation management. Understanding the distribution of genetic variants within and between populations can reveal novel insights into genetic connectivity and evolutionary processes. However, obtaining such data using invasive approaches such as tissue sampling may negatively affect the very species we are seeking to protect. Thus, interest in using non-invasive environmental DNA (eDNA) techniques for identifying genetic variation within target species populations has grown. Along with this interest comes the desire to expand the amount of population genetic information that can be obtained from eDNA to increasingly large fragments of the genome, such as entire mitogenomes. Here, we introduce an eDNA hybridisation capture approach to sequencing complete mitochondrial genomes of New Zealand fur seals (Arctocephalus forsteri) (Māori: kekeno) from marine water samples. We show that our approach can recover up to 99% of the fur seal mitogenome. Furthermore, we present a pipeline to extract haplotype diversity from such eDNA population genetic data. Haplotypic variation identified using this approach matches previously identified patterns of intraspecific genetic variation from fur seal tissue samples, suggesting that eDNA methods can accurately identify mitochondrial variation. Our study demonstrates that whole mitogenomes can be recovered using hybridisation capture enrichment of eDNA and indicates that eDNA may be a promising tool for population genetics. Within this context, we discuss some of the key challenges that must be overcome before the promise of eDNA can be fully realized.



The radiation of Austral teals (Aves: Anseriformes) and the evolution of flightlessness

August 2024

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29 Reads

Zoological Journal of the Linnean Society

The origin and evolution in the Southern Hemisphere of the Austral teals, consisting of the grey-teal and brown-teal species complexes, remains poorly understood owing to limited molecular data. With the group containing multiple independent examples of flight loss, understanding the evolutionary history of the group is of significant interest for functional genomic studies into the evolution of flightlessness. Here, we present the first whole-mitogenome-based phylogeny of the Austral teals. We show that the group diverged from a common ancestor with mallards in the late Miocene and soon after radiated into the brown-teal and grey-teal lineages, in addition to the widely distributed pintails and green-winged teals. The brown-teal species complex, which includes the volant brown teal, the flight-impaired, sub-Antarctic Auckland Island teal, and the flightless, Chatham Island and sub-Antarctic Campbell Island teals, radiated within the past 0.9–1.8 Myr. The divergence of the extinct Chatham Island teal and the colonization of the Auckland and Campbell Islands occurred from mainland New Zealand. Morphological changes towards flightlessness are also present in the volant brown teal on mainland New Zealand, suggesting that this group was on the pathway to flightlessness, a trend that accelerated in some insular island lineages.


Unlocking Antarctic molecular time‐capsules – Recovering historical environmental DNA from museum‐preserved sponges

July 2024

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84 Reads

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1 Citation

Molecular Ecology Resources

Marine sponges have recently emerged as efficient natural environmental DNA (eDNA) samplers. The ability of sponges to accumulate eDNA provides an exciting opportunity to reconstruct contemporary communities and ecosystems with high temporal and spatial precision. However, the use of historical eDNA, trapped within the vast number of specimens stored in scientific collections, opens up the opportunity to begin to reconstruct the communities and ecosystems of the past. Here, we define the term ‘heDNA’ to denote the historical environmental DNA that can be obtained from the recent past with high spatial and temporal accuracy. Using a variety of Antarctic sponge specimens stored in an extensive marine invertebrate collection, we were able to recover information on Antarctic fish biodiversity from specimens up to 20 years old. We successfully recovered 64 fish heDNA signals from 27 sponge specimens. Alpha diversity measures did not differ among preservation methods, but sponges stored frozen had a significantly different fish community composition compared to those stored dry or in ethanol. Our results show that we were consistently and reliably able to extract the heDNA trapped within marine sponge specimens, thereby enabling the reconstruction and investigation of communities and ecosystems of the recent past with a spatial and temporal resolution previously unattainable. Future research into heDNA extraction from other preservation methods, as well as the impact of specimen age and collection method, will strengthen and expand the opportunities for this novel resource to access new knowledge on ecological change during the last century.


Figure 4
Figure 5
Maintenance of mitogenomic diversity despite recent population decline in a critically endangered Aotearoa New Zealand bird

May 2024

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60 Reads

Mitochondrial genomes (mitogenomes) represent a relatively cost-effective tool for comparing diversity between contemporary and historical populations to assess impacts of past population processes, or the outcomes of conservation management. The Aotearoa New Zealand endemic kakī | black stilt ( Himantopus novaezelandiae ) is a critically endangered wading bird. Anthropogenic impacts contributed to kakī declining to ~ 23 individuals in 1981 and promoted interspecific hybridisation with their more common congener, the poaka | pied stilt ( H. himantopus leucocephalus ). Conservation management of kakī has resulted in the population increasing to 169 wild adults today. Here we use mitogenomes to enable comparisons of diversity between contemporary and historical (pre-1970s) stilts, and to understand the impacts of past interspecific hybridisation. We assemble a mitogenome for kakī and use this as a reference to facilitate downstream comparisons of mitochondrial diversity among kakī and poaka through time. Mitogenome haplotypes clearly differentiate kakī from poaka, and thus contribute to the behavioural, ecological, morphological and genetic evidence that conservation action has maintained the species integrity of this critically endangered bird. Furthermore, these results indicate conservation management aiming to maintain genetic diversity has been successful.


Unlocking Antarctic molecular time-capsules – recovering historical environmental DNA from museum-preserved sponges

April 2024

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97 Reads

Marine sponges have recently emerged as efficient natural environmental DNA (eDNA) samplers. The ability of sponges to accumulate eDNA provides an exciting opportunity to reconstruct contemporary communities and ecosystems with high temporal and spatial precision. However, the use of historical eDNA (heDNA), trapped within the vast number of specimens stored in scientific collections, opens up the opportunity to begin to reconstruct the communities and ecosystems of the past. Here, using a variety of Antarctic sponge specimens stored in an extensive marine invertebrate collection, we were able to recover information on Antarctic fish biodiversity from specimens up to 20 years old. We successfully recovered 64 fish heDNA signals from 27 sponge specimens. Alpha diversity measures did not differ among preservation methods, but sponges stored frozen had a significantly different fish community composition compared to those stored dry or in ethanol. Our results show that we were consistently and reliably able to extract the heDNA trapped within marine sponge specimens, thereby enabling the reconstruction and investigation of communities and ecosystems of the recent past with a spatial and temporal resolution previously unattainable. Future research into heDNA extraction from other preservation methods, as well as the impact of specimen age and collection method will strengthen and expand the opportunities for this novel resource to access new knowledge on ecological change during the last century.


Comparison of traditional and molecular surveys of fish biodiversity in southern Te Wāhipounamu/Fiordland (Aotearoa/New Zealand)

February 2024

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89 Reads

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1 Citation

Effective management of biodiversity requires regular surveillance of multiple species. Analysis of environmental DNA (eDNA) by metabarcoding holds promise to achieve this relatively easily. However, taxonomy‐focused eDNA surveys need suitable molecular reference data, which are often lacking, particularly at the species level and for remote locations. To evaluate the comparability of environmental DNA surveys and traditional surveys in a real‐life case study in a marine area of high conservation value, we conducted a biodiversity survey of the fish in remote and pristine Te Wāhipounamu/Fiordland (Aotearoa/New Zealand), incorporating multiple data sources. We compared eDNA‐derived species identifications against Baited Remote Underwater Video (BRUV) data collected at the same time and locations as eDNA. We also cross‐referenced both eDNA and BRUV data against literature and the Ocean Biodiversity Information System (OBIS), with literature and OBIS data representing a summary of multiple traditional surveying approaches. In total, we found 116 fish species in our study area. Environmental DNA detected 43 species; however, only three of those species overlap with species known from the literature, OBIS, or our BRUV analyses. A total of 61 fish species were known from the region from the literature, while OBIS listed 28 species, and our BRUV analyses picked up 26 species. BRUV data coincided more strongly than eDNA data with literature and OBIS data. Twenty of the 26 species detected by BRUV were known from literature and OBIS. We argue that limitated DNA reference databases are the main cause of this discrepancy, and our results indicate that eDNA of rare and endangered species can be detected if matching reference data were available. Environmental DNA analyses can only identify species present among reference data and with relaxed taxonomic assignment parameters may converge on relatives of detected species if the actually existing species themselves are missing among reference data. However, the high number of species detected by our eDNA analyses confirms that eDNA could be a powerful tool for biodiversity surveys if suitable investments in local reference databases were made.


Citations (51)


... Additionally, biological factors, including nutrient enrichment, competition, predation, reproduction, and species movement further influence eDNA detection and can change over space and time. By incorporating knowledge of spatiotemporal environmental and biological conditions with indicator species analysis, it may be possible to identify drivers of spatiotemporal changes in community composition (Adams et al. 2023), which can help guide effective sampling strategies. ...

Reference:

Ebbs and Flows of Marine Biodiversity: Navigating Spatiotemporal Patterns of Environmental DNA in a Coastal Tidal Ecosystem
Environmental DNA metabarcoding describes biodiversity across marine gradients

ICES Journal of Marine Science

... Over the past centuries, many species around the world have come close to extinction. 1 Although some of these species have made partial recoveries in population size, [2][3][4][5] it is unlikely that they will fully recover due to ongoing habitat losses. From a genetic standpoint, it is therefore important to understand how severe bottlenecks followed by partial demographic recoveries will affect future extinction risks. ...

Genomic trajectories of a near-extinction event in the Chatham Island black robin

BMC Genomics

... Meanwhile, comparisons with Gondwanan sister lineages can improve dating estimates. Studies have applied highthroughput sequencing, environmental DNA (eDNA) and genomic datasets to assess a range of soil biodiversity, including nematodes, rotifers and tardigrades from VL and maritime islands (Zawierucha et al. 2021, Czechowski et al. 2022) and from diverse oribatid mite assemblages in Australia (Ross et al. 2020). Divergences within C. cisantarcticus, which has low levels of cryptic speciation (relative to other Antarctic taxa) but higher mutation rates compared to other Cryptopygus spp., could help us to define OTU delimitation thresholds and levels of genetic drift. ...

Antarctic biodiversity predictions through substrate qualities and environmental DNA

... Most primers developed for eDNA can be divided into two categories: single-species targeting primers, in some cases also designed for capturing interspecific variability (Adams et al., 2022;Klymus et al., 2020;Zanovello et al., 2023), and multi-species primers for metabarcoding studies (e.g., Hu et al., 2022;Zhang et al., 2020). However, as argued by Vences et al. (2012), single markers might have a significant failure rate (5-50%) when targeting wide taxonomic ranges. ...

Environmental DNA reflects common haplotypic variation

... The control region and nearby duplicates were trimmed from the alignment. We partitioned the dataset for each taxonomic group into four to account for variation in mutation rate between the partitions: first and second codon positions of protein-coding genes, third codon positions, tRNA and rRNA following Lubbe et al. (2022). Preliminary analyses showed that further partitioning into separate first and second codon positions did not result in significant variation in mutation rate estimates between the two positions in any analyses. ...

Mitogenomes resolve the phylogeography and divergence times within the endemic New Zealand Callaeidae (Aves: Passerida)

Zoological Journal of the Linnean Society

... Additionally, these oligos for western tiger salamanders lack specificity against other sympatric Ambystoma species found in the eastern U.S. (Table S6). These observations reemphasize recent work highlighting the importance of careful validation of assays with voucher specimens from within the study area (Langlois et al. 2020;Czechowski et al. 2021;Kaganer et al. 2022) and point out geographic limits of single-species assays. ...

Environmental DNA analysis needs local reference data to inform taxonomy-based conservation policy:A case study from Aotearoa / New Zealand

... This includes anthrodependents, i.e., free-living organisms generally dependent on a human environment [1][2][3][4][5]. Alongside written history, material artifacts, and human genetics, archeological and genetic studies on such anthrodependents can inform on the movement history of both the anthrodependents and the humans that transported them [6][7][8][9][10][11][12]. ...

Ancient Invaders: How Paleogenetic Tools Help to Identify and Understand Biological Invasions of the Past
  • Citing Article
  • November 2021

Annual Review of Ecology Evolution and Systematics

... Early conservation efforts included a small number of dark hybrids. In contrast, contemporary management utilises only black kakī, aimed at maintaining species integrity (Reed et al. 1993 Genetic and genomic resources have been used in the management of kakī to assess the extent and impacts of inbreeding (Hagen et al. 2011), hybridisation (Steeves et al. 2010;Forsdick et al. 2021), and to inform captive pairing decisions (Galla et al. 2020). Speci cally, a 291 bp fragment of the mitochondrial cytochrome b gene and nuclear microsatellite markers have been used to assess the presence introgression resulting from hybridisation between kakī and poaka (Steeves et al. 2010). ...

Genomic sequencing confirms absence of introgression despite past hybridisation between a critically endangered bird and its common congener

Global Ecology and Conservation

... Despite the putative arrival of invaders, many speciation events occurred between endemic NZ groups starting ~2.5 Mya, mainly giving rise to coastal and generalist species (Figure 4). The climatic changes associated with the Pleistocene have been implicated in many of diversification events, such as in shearwaters (Tennyson and Shepherd 2017), kiwi (Weir et al. 2016) and kākā/kea (Martini et al. 2021). Many of these diversification events are thought to be a response to the opening of new habitats, such as the radiation in moa (Bunce et al. 2009). ...

Evolution of the "world's only alpine parrot": Genomic adaptation or phenotypic plasticity, behaviour and ecology?
  • Citing Article
  • May 2021

Molecular Ecology

... A common theme in the conservation and specimen literature is that conserving ecosystems and organisms can use specimens to inform and direct conservation actions because the specimens provide a baseline for conservation decision-making. Some variety of this claim is often present explicitly or implicitly in discussing specimens and conservation (Drew 2011;Schmitt et al. 2019;Meineke et al. 2019;Ferguson 2020;Miller et al. 2020b;Rawlence et al. 2021;Nakahama 2021). The arguments employed are varied, but they express something like this: assessing biodiversity loss or change is a complicated project that includes reviewing published articles, discussions with scientists and experts, on-the-ground surveys, and interdisciplinary integration (Kühl et al. 2020). ...

Editorial: Applied Uses of Ancient DNA