Research Article |
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Corresponding author: Kenneth R. Wood ( kwood@ntbg.org ) Academic editor: Avelinah Julius
© 2025 Kenneth R. Wood, Warren L. Wagner, Susan Fawcett, Scott Heintzman.
This is an open access article distributed under the terms of the CC0 Public Domain Dedication.
Citation:
Wood KR, Wagner WL, Fawcett S, Heintzman S (2025) Lysimachia barcae (Primulaceae), a new endemic shrub from Wainiha, Kaua‘i, Hawaiian Islands. PhytoKeys 265: 105-121. https://doi.org/10.3897/phytokeys.265.169710
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A new endemic species of Lysimachia from Kaua‘i, Hawaiian Islands, is described and illustrated with notes on its distribution, ecology, conservation status and phylogenetic relationships. A modification to the existing key for Hawaiian Lysimachia is provided. Lysimachia barcae sp. nov., differs from its Hawaiian congeners by its unique combination of mature stems villous to tomentose, petioles 1–3 mm long, leaves ovate, cordate to subcordate or rounded at base, with primary and secondary veins conspicuous, purple-red, raised on abaxial surface, often densely hirsute to pilose and pedicels 35–70 mm long. Only ten mature individuals are known from a single colony along steep, precipitous slopes of Wainiha Valley, Kaua‘i. Lysimachia barcae represents a new Critically Endangered (CR) single-island endemic species and is the focus of concerted conservation efforts to prevent its extinction.
Discovery, endangered species, Hawaiian flora, plant extinction prevention, primrose family, single-island endemism
Lysimachia L. (Primulaceae) is a diverse cosmopolitan genus that contains ca. 288 accepted species (
In the Hawaiian Islands, Lysimachia is presently represented by 13 endemic, one indigenous and one naturalised introduced species. The endemic species are in subgen. Lysimachiopsis (A.Heller) Handel-Mazzetti and are considered to be a monophyletic group (
Access to the type locality was made by helicopter transport. Botanical voucher collections of Lysimachia barcae are curated at the PTBG Herbarium with duplicates distributed at BISH, NY and US (see Specimens examined). All photo images were made by the authors unless otherwise noted. All morphological measurements were taken from dried herbarium specimens and field notes and are presented in the descriptions as follows: length × width, followed by units of measurements (mm, cm or m). We assessed the extinction risk for L. barcae following the IUCN Red List Categories and Criteria (
Molecular phylogenetic data were generated using the Angiosperms353 probe set (
Lysimachia barcae is morphologically most similar to L. hillebrandii Hook.f. ex A.Gray from which it differs by its combination of mature stems villous to tomentose (vs. glabrate), petioles 1–3 mm long (vs. 4–10 mm), leaves cordate to subcordate or rounded at base, veins conspicuously raised on abaxial surface (vs. leaves cuneate to attenuate at base, veins only slightly raised on abaxial surface) and pedicels pendulous, 35–70 mm long (vs. erect, 12–45 mm).
USA. • Hawaiian Islands, Kaua‘i: Hanalei District, Wainiha, 22.093, -159.533, 1150 m alt., 15 May 2025 (fl. & fr.), K.R. Wood, S. Heintzman & S. Deans 19754 (holotype: PTBG 1000099430!; isotypes: BISH!, US!).
Shrubs , sprawling to 3.5 m long, 5- to 15-branched; diameter of lower stems ca. 1 cm near base, young and old stems terete, reddish-brown villous to tomentose. Leaves well-spaced, alternate, firm-chartaceous, ovate, rarely lanceolate, blade (35–)40–70 × (18–)20–45 mm, leaves abaxially and adaxially sparsely reddish-brown hirsute to pilose, often more densely so on veins, primary and secondary veins prominent on abaxial surface, purple-red, tertiary veins pellucid, margins entire, flat to weakly revolute, apex acuminate to attenuate, occasionally falcate, base cordate to subcordate or rounded, petioles 1–3 mm long, reddish-brown tomentose or pilose. Flowers solitary in leaf axils, 6- to 7-merous, pedicels slender, pendulous, 35–40 mm long, elongating to 60–70 mm long in fruit, with pilose hairs light tan to rusty; calyx 6- to 7-lobed, lobes persistent, lanceolate to broadly lanceolate, 5–6 × 2–3 mm, pilose to strigose; corolla campanulate, lobes obovate, 10–14 × 5–7 mm, purple, tinged yellowish on margins, veins dark purple, outer and inner surface glandular-punctate; filaments connate from base to 1/3 or 1/2 their length, 5–6 mm long, dark purple, anthers 1.2–1.4 mm long; stigma capitate, 1 × 1 mm, yellow-green, style 7–8 mm long, dark purple, ovary superior, glabrous, subglobose, ca. 2 × 2 mm, dark purple. Capsules subglobose, thick and woody, 6–9 mm long, dehiscent. Seeds dark brown, irregularly rhomboid, angled, 1–1.2 mm long.
Lysimachia barcae. A. Lower portion of habit; B. Upper portion of habit with flowers and immature capsules; C. Abaxial view of leaf blade with petiole; D. Node with pendulous flower and adaxial view of leaf; E. Flower bud; F. Flower showing petals with sepals removed; G. Flower with several petals removed showing stamens and pistil. Drawn from: A. Wood et al. 19754, holotype (PTBG); B. Field photo, 15 May 2025, Wainiha, Wood et al. 19754; C. Field photo, 19 January 2016, Wainiha, Wood et al. 16725; D. Field photo, 15 May 2025, Wainiha, Wood 19754; E. Field photo, 19 January 2016, Wainiha, Wood et al. 16725; F, G. Nursery photos by Tim Kroessig from plants grown from seed of paratype Wood, Perlman & Kishida 16725 (Illustration by Alice Tangerini).
(paratypes). USA. Hawaiian Islands, Kaua‘i: Hanalei District, • Wainiha, 1158 m alt., 19 Jan 2016 (fl.), Wood, Perlman & Kishida 16724 (BISH, PTBG) • loc. cit., 1158 m alt., 19 Jan 2016 (fr.), Wood, Perlman & Kishida 16725 (BISH, NY, PTBG, US).
Lysimachia barcae. A. Flower with several petals and sepals removed showing pistil and stamens with glands on staminal ring and filaments; B. Flower with petals intact and sepals removed showing pigmentation of petals. A, B. From plants grown from seed of paratype Wood, Perlman & Kishida 16725 (BISH, NY, PTBG, US). Photos by Tim Kroessig.
Due to its extreme isolation, Lysimachia barcae has only been observed and vouchered on two occasions, January 2016 and May 2025 and, during those visits, plants were with both flower and fruit.
Lysimachia barcae. A. Sprawling growth habit; B. Floral buds showing indument on calyx lobes and pedicel; C. Young leaves showing prominent purple-red primary and secondary veins; D. Sprawling habit showing pendent pedicels and immature fruit. A, D. Field photos, 15 May 2025, Wainiha, Wood et al. 19754, holotype (PTBG); B. Field photo, 19 January 2016, Wainiha, Wood et al. 16725; C. Photo by Tim Kroessig from plant grown from seed of paratype Wood, Perlman & Kishida 16725 (BISH, NY, PTBG, US).
Lysimachia is named for Lysimachus (ca. 361–281 BC), King of Thrace and is derived from the Greek lysis (release from) and mache (strife) (
Based on an analysis of the plastome phylogeny, Lysimachia barcae (represented by Wood 16724 and Wood 16725) is most closely related to a Kaua‘i collection of Lysimachia pendens K.L.Marr (100% UFBoot support) and nested within a larger Kaua‘i clade, including L. hillebrandii, L. filifolia C.N.Forbes & Lydgate, L. iniki K.L.Marr and L. venosa (Wawra) H.St.John (Fig.
A. Lysimachia hillebrandii, erect with flower; B. L. pendens, pendent habit on wet cliff; C. L. filifolia, erect habit on stream bank; D. L. iniki, showing leaves cupped acroscopically; E. L. iniki, flowers fallen on moss with white corolla turning pink or purple towards base; F. L. venosa, with sessile leaves, purple corolla, and long calyx lobes; G. L. glutinosa, erect habit with cream corolla; H. L. daphnoides in bog habitat, erect habit and purple corolla; I. L. scopulensis, with purple calyx lobes and immature capsule. A. Field photo, 10 Jun 2010, Pi‘ina‘au, E Maui; B. Field photo, 14 Feb 2022, Blue Hole, Wailua, Kaua‘i; C. Field photo, 12 Jan 2008, Waikoko, Kaua‘i, Wood 12774 (PTBG); D. Field photo, 9 Apr 2024, Blue Hole, Wailua, Kaua‘i, Wood et al. 19481 (PTBG); E. Field photo, 21 Feb 2017, Blue Hole, Wailua, Kaua‘i, Wood et al. 17263 (PTBG); F. Field photo, 11 Jan 2012, Kawaikini, Kaua‘i, Wood 14845 (PTBG); G. Field photo, 30 Mar 2016, Kalalau, Kaua‘i; H. Field photo, 7 Nov 2024, Alaka‘i, Kaua‘i, Wood et al. 19649 (PTBG); I. Field photo, 4 Feb 2016, Kalalau, Kaua‘i, Wood et al. 16734 (PTBG).
Morphologically, Lysimachia barcae is quite distinctive in comparison to all other currently described Lysimachia with its unique combination of mature stems villous to tomentose, petioles 1–3 mm long, leaves ovate, cordate to subcordate or rounded at base, with primary and secondary veins conspicuously prominent, purple-red, raised on abaxial surface, often densely hirsute to pilose and pedicels 35–70 mm long. It has some minor similarities to L. hillebrandii (Fig.
Comparison of morphological characters for endemic Hawaiian Lysimachia on Kaua‘i (from
| Species | L. barcae | L. daphnoides | L. filifolia | L. glutinosa | L. hillebrandii | L. iniki | L. kalalauensis | L. pendens | L. scopulensis | L. venosa |
|---|---|---|---|---|---|---|---|---|---|---|
| Habit | sprawling shrub | erect shrub | erect shrub | erect shrub | sprawling shrub | pendulous shrub | sprawling shrub | pendulous shrub | erect shrub | erect shrub |
| Older stem pubescence | villous | glabrate | glabrous | glabrous | glabrate | hirsute | glabrate | glabrate | glabrate | glabrous |
| Stem tip pubescence | tomentose | viscid-hirtellous | glabrous to sparsely pubescent | viscid-glabrous | tomentose | viscid-hirsute | tomentose | tomentose | pulverulent | glabrate |
| Leaf shape | ovate, rarely lanceolate | oblanceolate | linear-filiform | oblanceolate to elliptic | elliptic-ovate to elliptic-lanceolate | obovate, cupped upwards | elliptic | narrowly lanceolate | oblanceolate to obovate | oblanceolate |
| Leaf length (mm) | (35–)40–70 | 20–53 | 15–54 | 60–150 | (22–)25–90 | (35–)37–45(–54) | 48–95 | (20–) 25–30(–45) | (33–)55–65(–86) | 60–90(–110) |
| Leaf width (mm) | (18–)20–45 | 6–14(–21) | 0.3–1.8 | 15–45 | (8–)10–45 | (25–)35–38)(–42) | 16–34 | 2–4 | (5–)8–11(–23) | 10–30 |
| Leaf base | cordate to subcordate or rounded | attenuate | bluntly acute |
attenuate | cuneate to attenuate | cordate | cuneate | attenuate | acute | truncate to attenuate |
| Secondary leaf venation | prominent | obscure | obscure | prominent to obscure | prominent to obscure | prominent | prominent to obscure | obscure | prominent | obscure |
| Abaxial leaf pubescence | hirsute to pilose | parts rusty viscid-hirtellous | glabrous | viscid-glabrous | pilose to glabrate | viscid-hirtellous to glabrate | pilose to glabrate | pilose | glabrous | glabrous |
| Petiole length | 1–3 mm | sessile | sessile | sessile | 4–10 mm | sessile | 5–10 mm | 1–2 mm | 2–5 mm | sessile |
| Pedicel length (mm) | 35–70 | 15–35(–110) | 18–30(–60) | 25–56(–75) | 12–37(–45) | 15–25 | 25–30(–45) | (6–)9–12(–14) | 20–45 | 15–30 |
| Pedicel pubescence | pilose | viscid-hirtellous | sparsely puberulent | viscid-glabrous | pilose | viscid-hirtellous | pilose | tomentose | glabrate | glabrate |
| Pedicels erect or pendulous | pendulous | erect | pendulous | erect | erect | erect | pendulous | erect | erect | erect |
| Calyx length | 5–6 mm | 7–9 mm | 4–5.3(–6) mm | 10–15 mm | 4–8(–9) mm | 8–10 mm | (9–)11–16 mm | 4–6 mm | (2.5–)4–5 mm | 13–19 mm |
| Calyx colour | green | green | green | green | green | green | green | green | green w/ purple-red base | green |
| Calyx pubescence | pilose to strigose | sparsely viscid-hirtellous | glabrous to glabrate | viscid-glabrous | pilose to tomentose | viscid-hirtellous | strigose | pilose to strigose | glabrate | glabrous, w/glabrate base |
| Corolla lobe length | 10–14 mm | 15–20 mm | 6–10 mm | 18–25 mm | 10–20 mm | 15–16 mm | 16–18 mm | 7–8.5 mm | 7–11 mm | 15–22 mm |
| Corolla colour | purple w/ margins yellowish | purple | purple | white | purple | white w/ pink or purple base | greenish w/purple-red base | red | red | purple w/ pale purple margins |
| Capsule length | 6–9 mm | 9–10 mm | 5–6 mm | 8–15 mm | 8–9 mm | 6–7 mm | 8–10 mm | 5–7 mm | 6.5–7.5(–9) mm | 9–11 mm |
Distribution and ecology. Lysimachia barcae is narrowly endemic to the volcanic island of Kaua‘i where it has been documented around the north-central Alaka‘i plateau along a precipitously steep, moss-covered, talus-strewn ridge that descends into Wainiha Valley (Figs
Montane wet forest habitat of Lysimachia barcae, showing steep slopes and ridges around the valley rim of Wainiha, Kaua‘i. Field photos: A. View NW from Wainiha rim with vertical cliffs of Pali‘ele‘ele in far distance, 30 July 2014; B. View NE from Wainiha rim with crescent bay of Hanalei in far distance, 30 July 2014; C. View ENE from Wainiha rim with Mahinakēhau Ridge in centre and Nāmolokama Plateau in far right distance, 19 Jan 2016.
The following key to Hawaiian Lysimachia has been modified from
Note: HI = Hawaiian Islands; H = Hawai‘i (Big Island); K = Kaua‘i; L = Lāna‘i; M = Maui; Mo = Moloka‘i; Ni = Ni‘ihau; O = O‘ahu.
| 1 | Capsules irregularly dehiscent; somewhat fleshy perennial herbs; leaves spatulate to elliptic; flowers in racemes; Ni, K, Mo, M, H (and scattered localities outside HI) | L. mauritiana |
| – | Capsules regularly dehiscent, 5–10-valved; shrubs; leaves linear, obovate, oblanceolate, elliptic or broadly ovate; flowers solitary or rarely up to 3 in the leaf axils | 2 |
| 2 | Leaves narrowly lanceolate or linear-filiform 0.3–5 mm wide | 3 |
| – | Leaves linear-elliptic to broadly elliptic, oblanceolate or ovate, 5–100 mm wide | 5 |
| 3 | Leaves narrowly lanceolate, pubescent; pedicels 9–12 mm long; K | L. pendens |
| – | Leaves linear-filiform, glabrous to glabrate; pedicels 15–35(–60) | 4 |
| 4 | Young stems rusty pilose to tomentose; leaves 1–5 mm wide, petioles 3–8(–15); pedicels erect; corolla 9–11 mm long; Mo, M | L. remyi Hillebr. |
| – | Young stems glabrous to sparsely pubescent; leaves 0.3–1.8 mm wide, sessile; pedicels pendulous; corolla 6–10 mm long; K, O | L. filifolia |
| 5 | Calyx 20–28(–31) mm long; corolla lobes erose; plants pubescent with purple hairs; leaf venation sharply contrasting purple to purplish-brown on lower surface; O | L. forbesii |
| – | Calyx 4–19 mm long; corolla lobes entire; plants pubescent with rusty brown hairs or glabrous; leaf venation not sharply contrasting in colour on lower surface | 6 |
| 6 | Corolla cream or white turning pink or purple towards base, 15–25 mm long | 7 |
| – | Corolla dark purple to reddish-purple, burgundy, or green with purplish-red base, 9–20 mm long | 8 |
| 7 | Stems glabrous; corolla cream, 18–25 mm long; K | L. glutinosa |
| – | Stems densely hirsute; corolla white turning pink or purple towards base, 15–16 mm long; K | L. iniki |
| 8 | Mature leaves densely rusty tomentose on lower surface, upper surface appressed rusty pilose; M | L. lydgatei Hillebr. |
| – | Mature leaves glabrous, glabrate, hirsute, or pilose, but not tomentose | 9 |
| 9 | Leaves broadest above middle, oblong-oblanceolate, oblanceolate to obovate or elliptic-obovate, sessile or in L. scopulensis with petioles 3–4.5 mm long and leaves pulverulent | 10 |
| – | Leaves broadest at or below middle, oblong-linear, linear-elliptic, narrowly to broadly elliptic, elliptic-lanceolate to broadly elliptic-ovate, petioles (1–)3–10 mm long; leaves not pulverulent | 13 |
| 10 | Leaves ternate; Mo | L. maxima |
| – | Leaves alternate | 11 |
| 11 | Young stems and leaves pulverulent, calyx lobes green with purple-red base, widely ovate; K | L. scopulensis |
| – | Young stems and leaves not pulverulent, calyx lobes green, narrowly lanceolate to narrowly ovate | 12 |
| 12 | Leaves 20–53 mm long, 6–14(–21) mm wide; calyx lobes 7–9 mm long; K | L. daphnoides (A.Gray) Hillebr. |
| – | Leaves 60–110 mm long, 10–30 mm wide; calyx lobes 12–19 mm long; K | L. venosa |
| 13 | Leaves oblong-linear or linear-elliptic to narrowly elliptic, often somewhat falcate, 5–8 mm wide, occasionally some of the main stem leaves ovate, up to 15 mm wide; corolla 9–11 mm long; Mo, M | L. remyi |
| – | Leaves ovate, broadly elliptic-ovate to elliptic-lanceolate or narrowly to broadly elliptic, (8–)10–45 mm wide; corolla 10–20 mm long | 14 |
| 14 | Older stems villous to tomentose; petioles 1–3 mm long, leaf base cordate to subcordate or rounded; pedicels 35–70 mm long; K | L. barcae sp. nov. |
| – | Older stems glabrate; petioles 4–10 mm long, leaf base cuneate to attenuate; pedicels 12–45 mm long | 15 |
| 15 | Calyx lobes broadly ovate to lanceolate, 4–8(–9) mm long; corolla reddish-purple to burgundy; K, O, Mo, L, M | L. hillebrandii |
| – | Calyx lobes narrowly lanceolate, (9–)11–16 mm long; corolla greenish with purple-red base; K | L. kalalauensis Skottsb. |
| 1 | Leaves narrowly lanceolate or linear-filiform 0.3–4 mm wide | 2 |
| – | Leaves linear-elliptic to broadly elliptic, oblanceolate or ovate, 5–45 mm wide | 3 |
| 2 | Leaves narrowly lanceolate, 2–4 mm wide; calyx lobes narrowly ovate | L. pendens |
| – | Leaves linear-filiform 0.3–1.8 mm wide; calyx lobes narrowly lanceolate | L. filifolia |
| 3 | Corolla cream or white turning pink or purple towards base; young parts viscid | 4 |
| – | Corolla purple, dark red or green with purple base; young parts not viscid, except in L. daphnoides | 5 |
| 4 | Pendulous shrubs; stems densely hirsute; leaves cupped acroscopically, obovate to orbicular, base cordate; corolla white turning pink or purple towards base, 15–16 mm long | L. iniki |
| – | Erect shrubs; stems glabrous; leaves not cupped, oblanceolate to elliptic, base attenuate; corolla cream, 18–25 mm long | L. glutinosa |
| 5 | Young stems pulverulent; calyx lobes purple, sometimes green with purple-red base, widely ovate; K | L. scopulensis |
| – | Young stems not pulverulent; calyx lobes green, narrow to broadly lanceolate or narrowly ovate | 6 |
| 6 | Older stems villous; leaf base cordate to subcordate or rounded | L. barcae |
| – | Older stems glabrous to glabrate; leaf base cuneate, attenuate or truncate | 7 |
| 7 | Erect shrubs; leaves sessile, oblanceolate | 8 |
| – | Sprawling shrubs; petioles 4–10 mm, leaves not oblanceolate | 9 |
| 8 | Young stems viscid, hirtellous; leaves 20–53 mm long, hirtellous; pedicels hirtellous; calyx 7–9 mm long, hirtellous | L. daphnoides |
| – | Young stems not viscid, glabrate; leaves 60–110 mm long, glabrous; pedicels glabrate; calyx 13–19 mm long, glabrous to glabrate | L. venosa |
| 9 | Calyx lobes broadly ovate to lanceolate, 4–8(–9) mm long; capsules 8–9 mm long; corolla reddish-purple to burgundy | L. hillebrandii |
| – | Calyx lobes narrowly lanceolate, (9–)11–16 mm long; capsules 9–10 mm long; corolla greenish with purple-red base | L. kalalauensis |
Lysimachia barcae falls into the Critically Endangered (CR) category according to the IUCN criteria (B1ab(iii)+2ab(iii)+D) which reflects an EOO 1 km2 and AOO of 1 km2, a continuing decline in the quality of habitat and a population size estimated to number fewer than 50 mature individuals. It is well known that invasive plant and animal species threaten nearly all native flora throughout the Hawaiian Islands and Lysimachia barcae is no exception. The continued decline in quality of surrounding habitat where L. barcae occurs is evidenced by degradation from invasive non-native mammals such as pigs (Sus scrofa L.), rats (Rattus spp.) and black-tailed deer (Odocoileus hemionus columbianus Richardson), in addition to the dense infestations of non-native plant species such as Erigeron karvinskianus DC. (Asteraceae) and Hedychium gardnerianum Sheph. ex Ker Gawl. (Zingiberaceae) which outcompete and suppress native bryophytes, seedlings and sporophytes through aggressive colonisation and shading. Additionally, Hedychium gardnerianum has established extensive rhizomatous networks that form dense, monotypic stands, to the extent that native habitats are unable to establish or persist. Lysimachia barcae is also highly susceptible to stochastic events such as landslides, which could result in significant habitat loss or population extirpation.
The lack of biotic regional data has become a serious barrier to sound management of the Earth’s remaining natural ecosystems and we hope that this formal description will stimulate future conservation and exploratory efforts to locate more colonies of Lysimachia barcae. There is still a large expanse of suitable, unexplored habitat around Wainiha’s rugged and highly variable physical geography (Fig.
Seeds and cuttings of Lysimachia barcae have been collected by the Plant Extinction Prevention Program (PEPP) and the National Tropical Botanical Garden (NTBG) Science staff and plants are currently being cultivated by the Hawaii State Division of Forestry and Wildlife (DOFAW) nursery, Kaua‘i, Hawai‘i.
We now estimate that over 130 Hawaiian vascular plant taxa have become extinct to date (
For assistance in forest research, we are grateful to Susan Deans, Wendy Kishida and Steve Perlman. For phylogenetic research, we thank Gabriel Johnson, Isaac Lichter-Marck, Michael Landis and Felipe Zapata. For conservation research and support, we acknowledge the National Tropical Botanical Garden; the Hawai‘i State Department of Land and Natural Resources, Division of Forestry and Wildlife; the Plant Extinction Prevention Program of Hawai‘i; The Nature Conservancy of Hawai‘i, Kaua‘i Program; and the Department of Botany, Smithsonian Institution. Gratitude to Barbara Kennedy (BISH), Tim Flynn (PTBG) and Nancy Khan (US) for collections’ support. Much gratitude to Avelinah Julius, Dave Lorence, Michael Kiehn, along with two anonymous reviewers for improving this manuscript. We thank Alice Tangerini for contributing her superb illustration; and mahalo to Tim Kroessig for contributing photo images for Figs
The authors have declared that no competing interests exist.
No ethical statement was reported.
No use of AI was reported.
This work was supported by National Science Foundation grants DEB-2040347, DEB-2040081, DEB-2040097: Collaborative Research: Modeling the Origin and Evolution of Hawaiian Plants (PIs: M. Landis, F. Zapata, and W. Wagner).
Kenneth R. Wood / lead author and field research; Warren L. Wagner / co-author; Susan Fawcett / co-author; Scott Heintzman / co-author and field research
Kenneth R. Wood https://orcid.org/0000-0001-6446-1154
Warren L. Wagner https://orcid.org/0000-0001-5012-8422
Susan Fawcett https://orcid.org/0000-0001-5021-1779
Scott Heintzman https://orcid.org/0009-0002-8580-7630
Scripts used for data analyses are available on GitHub github.com/susanfawcett/Hawaii.