Cited by 74Pleistocene-Era Hominins and ArchaeologyPacific and Southeast Asian StudiesAustralian Indigenous Culture and History

The DOI matches its Crossref record; 91 of the 92 references it cites were found in a registry or an index; 23 of the 79 sources its claims cite were checked for support.

Landscape rules predict optimal superhighways for the first peopling of Sahul

Open access

Abstract

Archaeological data and demographic modelling suggest that the peopling of Sahul required substantial populations, occurred rapidly within a few thousand years and encompassed environments ranging from hyper-arid deserts to temperate uplands and tropical rainforests. How this migration occurred and how humans responded to the physical environments they encountered have, however, remained largely speculative. By constructing a high-resolution digital elevation model for Sahul and coupling it with fine-scale viewshed analysis of landscape prominence, least-cost pedestrian travel modelling and high-performance computing, we create over 125 billion potential migratory pathways, whereby the most parsimonious routes traversed emerge. Our analysis revealed several major pathways—superhighways—transecting the continent, that we evaluated using archaeological data. These results suggest that the earliest Australian ancestors adopted a set of fundamental rules shaped by physiological capacity, attraction to visually prominent landscape features and freshwater distribution to maximize survival, even without previous experience of the landscapes they encountered. The most parsimonious network of routes taken by the first people navigating Sahul emerge from landscape-based rules, which can also be applied to other peopling events, to quantify the likely patterns of the peopling of Earth.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

Using the From Everywhere To Everywhere model, the authors generated >125 billion least-cost pathways across Pleistocene Sahul and identified optimal “super-highways” shaped by visual prominence, freshwater, and caloric cost. These modelled corridors correspond closely with archaeological sites ≥35,000 years old, supporting a rapid, efficient peopling of the continent.

Key findings

  • The model produced several highly ranked super-highways, both around the continental margin (probability of choosing path p = 0.9947) and through the continental interior (p = 0.9729).
  • Visual prominence dominated model performance: the top 16 models were driven by visual prominence, and two models accounted for almost half (0.47) of explanatory power—coast-to-inland movement (wBICa = 0.2644) and interior transecting (wBICa = 0.2122); adding a third water-connecting model (wBICa = 0.0984) brought total explanatory power to 0.575.
  • Modelled corridors aligned with early archaeological sites: a northwest southern-route landfall (p = 0.8496), a central corridor linking the northwest through the centre to Lake Eyre (p = 0.9861), a southern coastal corridor near Devils Lair, Koonalda Cave, and Warratyi (p = 0.9709), and a link to Tasmania (p > 0.9999).
  • From the northern route into New Guinea, the main corridor ran along the southern slopes of the New Guinea highlands (p = 0.9112), linked to southern Sahul via the exposed Torres Strait (p = 0.9171), then bifurcated to Arnhem Land (p > 0.9999) and south-eastern Sahul offshore (p = 0.9827).

Methods

  • The authors built a Sahul digital elevation model linking New Guinea, Australia, and Tasmania, then created weighting layers for visual prominence from an aggregate viewshed (cells ≥3σ above the mean) and for permanent water using Strahler Stream Order 9 streams extended to the palaeocoastline.
  • Travel was modelled with the From Everywhere To Everywhere platform using anisotropic caloric-cost minimisation for a 23-year-old female traveller, 155.8 cm, 45 kg, carrying 10 kg; six origin/destination scenarios were run under three weighting conditions (18 runs total), generating 125,042,250,636 paths.
  • Model performance was evaluated against 40 archaeological sites ≥35,000 years old quality-rated A*, A, or B, using Kolmogorov–Smirnov and Besag’s L tests with 10,000 random permutations, then BICa and wBICa model averaging.

Limitations

  • The paper states that the methods intentionally avoid considering many potential biases, including demographic composition or traveller velocity, the types of ecosystems encountered, and cultural influence.
  • The paper notes that because New Guinea is substantially smaller than Australia, there are more origin/destination points in Australia, creating a higher likelihood of detecting super-highways there; closer examination of New Guinea is left for future study.
  • Evident from the text: the reference archaeological dataset is limited to 40 sites ≥35,000 years old, and the FETE source code is not publicly available due to funding constraints, though the methodology is described and code for analyses is provided.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1038/s41562-021-01106-8

Cites

91 of 91 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

23 of 79 cited sources checked · 6 supported · 1 flagged · accuracy not yet measured

  • Study design and conductcitation

    The From Everywhere To Everywhere approach objectively generates parsimonious corridors of movement over an entire continent without assuming any particular human demographic rates or any other variables for which few data currently exist.

    “We overcome these limitations here by developing an approach that objectively generates parsimonious corridors of movement over an entire continent without assuming any particular human demographic rates or any other variables for which few data currently exist; the From Everywhere To Everywhere approach 20 (see Methods).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [20] Bradshaw, C. J. A. et al. Stochastic models support rapid peopling of Late Pleistocene Sahul. Nat. Commun. https://doi.org/10.1038/s41467-021-21551-3 (20201). source

      The Methods (Global sensitivity analysis; page unavailable) explicitly specify a population-increase rate, and the Results vary assumed entry locations and routes. The paper models movement across Sahul, but its stochastic demographic model is contrary to the claim that the cited approach requires no assumed human demographic rates. (LLM, conf=0.87)

      Checked by a reasoning model — may be wrong.

      Experimental — accuracy not yet measured
  • Interpretationown data

    Our resulting network explicitly identifies vectors of connectivity among regions that have so far only been qualitatively inferred from linguistic, genetic, or archaeological data.

    “Our resulting network explicitly identifies vectors of connectivity among regions that have so far only been qualitatively inferred from linguistic 57,58 , genetic 59,60 , or archaeological 24,27,28 data (although see recent work by Pedro et al. 61 that suggested vectors of connectivity); our findings are complimentary to these studies.”
    Quote in the paperSubstantial claim1 of 7 sources checked
    • cites [57] Bellavia, G. Extracting ‘natural pathways’ from a digital elevation model. In Proc. CAA 2001 (eds. Burenhult, G. & Arvidsson, J.) 5–12 (Archaeopress, 2002).
    • cites [58] Clendon, M. Reassessing Australia’s linguistic prehistory. Curr. Anthropol. 47, 39–61 (2006). source
    • cites [59] McConvell, P. The linguistic prehistory of Australia: opportunities for dialogue with archaeology. Aust. Archaeol. 31, 3–27 (1990). source
    • cites [60] Redd, A. J. & Stoneking, M. Peopling of Sahul: mtDNA variation in aboriginal Australian and Papua New Guinean populations. Am. J. Hum. Genet. 65, 808–828 (1999). source
    • cites [24] Kealy, S., Louys, J. & O’Connor, S. Islands under the sea: a review of early modern human dispersal routes and migration hypotheses through Wallacea. J. Island Coast. Archaeol. 11, 364–384 (2016). source
    • cites [27] Norman, K. et al. An early colonisation pathway into northwest Australia 70-60,000 years ago. Quat. Sci. Rev. 180, 229–239 (2018). source
    • cites [28] Bird, M. I. et al. Early human settlement of Sahul was not an accident. Sci. Rep. 9, 8220 (2019). source

      The Introduction discusses proposed northern and southern routes to Sahul, supporting the point that regional connections had previously been inferred. But Methods (Coastal Lines of Sight; page unavailable) describes quantitative island-connectivity maps with vectors between islands, so this paper does not support characterizing its contribution as only a qualitative inference from archaeological data. (LLM, conf=0.83)

      Experimental — accuracy not yet measured
  • Premisecitation

    Previous research has established that extant hunter-gatherers use space in similar ways to other animals.

    “Yet, previous research has established that extant hunter-gatherers use space in similar ways to other animals [41][42][43] .”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [41] Bird, M. I., O’Grady, D. & Ulm, S. Humans, water, and the colonization of Australia. Proc. Natl Acad. Sci. USA 113, 11477–11482 (2016). source

      The Abstract describes Indigenous Australians dispersing to water sources after rain and retreating as those sources disappear. Results and Discussion discusses hunter-gatherer foraging ranges and fauna concentrated near water, but it does not establish that extant hunter-gatherers generally use space in similar ways to other animals. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [42] Brown, C. T., Liebovitch, L. S. & Glendon, R. Lévy flights in Dobe Ju/’hoansi foraging patterns. Hum. Ecol. 35, 129–138 (2007). source
    • cites [43] Hamilton, M. J., Milne, B. T., Walker, R. S. & Brown, J. H. Nonlinear scaling of space use in human hunter-gatherers. Proc. Natl Acad. Sci. USA 104, 4765–4769 (2007). source
  • Findingcitation

    Several of the major routes our models identified that traverse central Australia are echoed by well-documented ethnographic trade routes.

    “Several of the major routes our models identified that traverse central Australia are echoed by well-documented ethnographic trade routes, including Cape York to South Australia via Birdsville in the trade of pituri native tobacco (Duboisia hopwoodii), greenstone axes, Flinders Ranges greenstones, and baler shell 62,63 , and Kimberley to Eyre Peninsula via the trade of pearl and baler shell 64,65”
    Quote in the paperSubstantial claim1 of 4 sources checked
    • cites [62] Pedro, N. et al. Papuan mitochondrial genomes and the settlement of Sahul. J. Hum. Genet. 65, 875–887 (2020). source

      The Discussion sections on Sahul settlement and dispersal describe prehistoric migration and genetic interactions, not ethnographic trade routes across central Australia. Searches for Birdsville, Cape York, pituri, greenstone, and shell trade found no passage addressing the claimed routes. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
    • cites [63] McBryde, I. in Australians to 1788 (eds. Mulvaney, D. J. & White, J. P.) 252–273 (Academy of the Societal Sciences in Australia, 1987).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [64] McAdam, L. & Davidson, I. in The Archaeology of Portable Art: Southeast Asian, Pacific, and Australian Perspectives (eds. Langley, M. et al.) 220–240 (Routledge, 2018). source
    • cites [65] Smith, M. A. & Veth, P. M. Radiocarbon dates for baler shell in the Great Sandy Desert. Aust. Archaeol. 58, 37–38 (2004). source
  • Premisecitation

    FETE's anisotropic cost-minimisation function relies on well-established caloric expenditure and travel time equations for pedestrians.

    “FETE's anisotropic costminimisation function relies on well-established caloric expenditure [89][90][91][92][93] and travel time 94 equations for pedestrians (Equations 1-7 below).”
    Quote in the paperSubstantial claim3 of 6 sources checked
    • cites [89] Wood, B. M. & Wood, Z. J. Energetically optimal travel across terrain: visualizations and a new metric of geographic distance with anthropological applications. in Proc. SPIE 6060 Visualization and Data Analysis 2006 (eds. Erbacher, R. F. et al.) 60600F-1–60600F-7 (2006). source

      The Introduction describes well-established methods for calculating pedestrians’ caloric travel costs, and §4 (Implementation) uses metabolic equations and edge travel time to calculate energetic cost. But §2 says the Tobler travel-time equation has not been empirically verified under a range of controlled conditions, so this source does not support calling the travel-time equation well-established. The copy provides no page numbers for these passages. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites [90] Tobler, W. Three Presentations on Geographical Analysis and Modeling (National Center for Geographic Information and Analysis, 1993).
    • cites [91] Mifflin, M. D. et al. A new predictive equation for resting energy expenditure in healthy individuals. Am. J. Clin. Nutr. 51, 241–247 (1990). source
    • cites [92] Frankenfield, D., Roth-Yousey, L. & Compher, C. Comparison of predictive equations for resting metabolic rate in healthy nonobese and obese adults: a systematic review. J. Am. Diet. Assoc. 105, 775–789 (2005). source
    • cites [93] Williams, A. N., Ulm, S., Smith, M. & Reid, J. AustArch: a database of 14C and non-14C ages from archaeological sites in Australia—composition, compilation and review. Internet Archaeol. https://doi.org/10.11141/ia.36.6 (2014). source

      The Dataset Composition section (pp. 4–6) describes archaeological dates and fields for time-series analysis, not pedestrian cost modelling. Searches for FETE, anisotropic cost minimisation, caloric expenditure, and pedestrian travel-time equations found no passage addressing the claim. (LLM, conf=0.77)

      Experimental — accuracy not yet measured
    • cites [94] Rodríguez-Rey, M. et al. Criteria for assessing the quality of Middle Pleistocene to Holocene vertebrate fossil ages. Quat. Geochronol. 30, 69–79 (2015). source
  • Probably not a substantial claim. 75
  • It may state two separate claims as one. 30
  • Probably not a substantial claim.

    Premisecitation

    Explaining how people likely traversed the large and diverse continent of Sahul once they arrived remains largely speculative.

    “explaining how people likely traversed the large and diverse continent of Sahul once they arrived so far remains largely speculative 28 .”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [28] Bird, M. I. et al. Early human settlement of Sahul was not an accident. Sci. Rep. 9, 8220 (2019). source

      The Introduction discusses debated routes from Sunda to Sahul, and the Discussion evaluates the sea crossings needed to reach Sahul. Neither addresses how people traversed the continent after arrival or says that reconstructing those movements remains speculative (searched for post-arrival dispersal and movement across Sahul). (LLM, conf=0.72)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    The lack of pathways approaching the Willandra Lakes system reflects the lack of forcing the model to conform to expectations, and rather allowing the paths to emerge parsimoniously from empirical data.

    “As our modelled freshwater comes from the Water Observations from Space dataset 51 , the lack of pathways approaching the Willandra Lakes system reflects the lack of forcing the model to conform to expectations, and rather allowing the paths to emerge parsimoniously from empirical data.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [51] Kemp, J., Pietsch, T., Gontz, A. & Olley, J. Lacustrine–fluvial interactions in Australia’s Riverine Plains. Quat. Sci. Rev. 166, 352–362 (2017). source

      The citation is attached to the Water Observations from Space dataset, but the retrieved passages from the cited paper’s §2.1 discuss aerial photographs and Google Earth imagery, not that dataset. The paper’s §3.1 traces an ancient channel to the Willandra Lakes; it does not address the citing authors’ model, its missing pathways, or whether those pathways emerged without forcing. Searches for the dataset name and the model-forcing claim found no passage supporting either attribution. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Findingown data

    From the 'northern route' entry into the modern western tip of New Guinea, the main movement corridor is along the southern slopes of the New Guinea highlands (p = 0.9112) linking to southern Sahul via the then-exposed Torres Strait region (p = 0.9171).

    “From the 'northern route' entry 27,47 (Fig. 3) into the modern western tip of New Guinea, the main movement corridor is along the southern slopes of the New Guinea highlands (p = 0.9112) linking to southern Sahul via the then-exposed Torres Strait region (p = 0.9171).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [27] Norman, K. et al. An early colonisation pathway into northwest Australia 70-60,000 years ago. Quat. Sci. Rev. 180, 229–239 (2018). source
    • cites [47] Xu, C., Kohler, T. A., Lenton, T. M., Svenning, J.-C. & Scheffer, M. Future of the human climate niche. Proc. Natl Acad. Sci. USA 117, 11350–11355 (2020). source

      The Results section on projected change discusses shifts in the global human climate niche, not prehistoric movement through New Guinea or Sahul. Searches for the northern route, Torres Strait, and the stated probabilities found no passage in our copy addressing the claimed corridor. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim.

    Premisecitation

    Genomic research analyses of movements of people across Eurasia and elsewhere are constrained by the availability of underlying data and the temporal resolution of the genetic process underlying the patterns.

    “Genomic research has shed some light on movements of people across Eurasia and elsewhere 14 ; however, even these analyses are constrained by the availability of underlying data and the temporal resolution of the genetic process underlying the patterns.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites [14] Nielsen, R. et al. Tracing the peopling of the world through genomics. Nature 541, 302–310 (2017). source
  • It may state two separate claims as one.

    Interpretationcitation

    Many of the predicted corridors are now located on the flooded continental shelf, making prospection of these routes challenging, although not impossible with the use of modern technologies.

    “Many of the predicted corridors are now located on the flooded continental shelf, making prospection of these routes challenging, although not impossible with the use of modern technologies 66,72,73 .”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites [66] Robertson, S. Significance of baler shell (Melo) at Olympic Dam, South Australia. J. Anthropol. Soc. South Aust. 36, 1–11 (2012).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [72] Binford, L. R. The archaeology of place. J. Anthropol. Archaeol. 1, 5–31 (1982). source
    • cites [73] Benjamin, J. et al. Aboriginal artefacts on the continental shelf reveal ancient drowned cultural landscapes in northwest Australia. PLoS ONE 15, e0233912 (2020). source

      The Introduction describes formerly exposed continental-shelf landscapes as potential settings for human dispersal, and the Discussion says underwater searches are costly and challenging but feasible with predictive modelling and remote-sensing technologies. The paper does not identify the citing document’s predicted corridors or establish that many of those particular routes lie on the flooded shelf. The indexed passages provide section labels but no page numbers. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim.

    Premisecitation

    Spatio-temporal analysis of radiocarbon dates and agent-based/cellular-automaton models frequently have to make assumptions about demographics and speed of dispersal.

    “While increasingly complex analytical approaches are being adopted to fill the gaps among rare spatial data, such as spatio-temporal analysis of radiocarbon dates 15 and agent-based/cellular-automaton models 5,[16][17][18][19] , such models frequently have to make assumptions about demographics and speed of dispersal.”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites [15] Crema, E. R., Habu, J., Kobayashi, K. & Madella, M. Summed probability distribution of 14C dates suggests regional divergences in the population dynamics of the Jomon Period in eastern Japan. PLoS ONE 11, e0154809 (2016). source
    • cites 5,[16][17][18][19]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • It may state two separate claims as one.

    Premisecitation

    Humans are capable of switching food sources when required, migrating to more favourable environments quickly as the need arises, and adapting to changing environmental conditions.

    “Humans are capable not only of switching food sources when required [2][3][4] , but also of migrating to more favourable environments quickly as the need arises 5 , and adapting to changing environmental conditions 6 .”
    Quote in the paperSubstantial claim2 of 5 sources checked
    • cites [2] Dunne, J. A. et al. The roles and impacts of human hunter-gatherers in North Pacific marine food webs. Sci. Rep. 6, 21179 (2016). source
    • cites [3] Crabtree, S. A., Bird, D. W. & Bird, R. B. Subsistence transitions and the simplification of ecological networks. Nat. Hum. Behav. 47, 165–177 (2019). source
    • cites [4] Crabtree, S. A., Vaughn, L. J. S. & Crabtree, N. T. Reconstructing ancestral Pueblo food webs in the southwestern United States. J. Archaeol. Sci. 81, 116–127 (2017). source
    • cites [5] Romanowska, I., Gamble, C., Bullock, S. & Sturt, F. Dispersal and the Movius line: testing the effect of dispersal on population density through simulation. Quat. Int. 431, 53–63 (2017). source

      The Abstract discusses early hominin dispersal out of Africa and models population movement alongside changing vegetation. It does not establish that humans migrated quickly to more favourable environments as needs arose. Citation 5 is attached to the migration clause, not the separate claims about food sources or adaptation. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
    • cites [6] Grothmann, T. & Patt, A. Adaptive capacity and human cognition: the process of individual adaptation to climate change. Glob. Environ. Change 15, 199–213 (2005). source
  • It may state two separate claims as one.

    Interpretationcitation

    River avulsion after the Last Glacial Maximum led to the irreversible drying of what were permanent waterbodies during the period of early human arrival at Willandra Lakes, which accounts for the lack of pathways revealed by our model in this area.

    “In the case of Willandra Lakes, river avulsion after the Last Glacial Maximum led to the irreversible drying of what were permanent waterbodies during the period of early human arrival, which accounts for the lack of pathways revealed by our model in this area [48][49][50] .”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites [48] Bradshaw, C. J. A. et al. Minimum founding populations for the first peopling of Sahul. Nat. Ecol. Evol. 3, 1057–1063 (2019). source

      Split into 2 atoms — 0 confirmed, 0 partially supported, 0 disputed, 0 misattributed, 2 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
    • cites [49] Bowler, J. M. et al. New ages for human occupation and climatic change at Lake Mungo, Australia. Nature 421, 837–840 (2003). source
    • cites [50] Fitzsimmons, K. E., Stern, N. & Murray-Wallace, C. V. Depositional history and archaeology of the central Lake Mungo lunette, Willandra Lakes, southeast Australia. J. Archaeol. Sci. 41, 349–364 (2014). source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    The aggregate viewshed application applied at a continental scale is the first time such an application has been applied at a continental scale.

    “this is the first time such an application has been applied at a continental scale 86 .”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [86] Looney, D. P. et al. Metabolic costs of military load carriage over complex terrain. Mil. Med. 183, e357–e362 (2018). source

      The Complex Terrain Course section describes a 2.5-km military load-carriage course in Natick, MA, not a continental-scale viewshed analysis. Searches for “aggregate viewshed” and “viewshed application at a continental scale” found no passage addressing the claimed first-of-its-kind application. Page numbers were not provided in our copy. (LLM, conf=0.78)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    Ages were quality-rated largely following the protocol developed by Rodríguez-Rey et al. for evaluation of ages associated with Sahul megafauna deposits.

    “We quality-rated ages largely following the protocol developed by Rodríguez-Rey et al. 98 for evaluation of ages associated with Sahul megafauna deposits.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [98] Wood, R. et al. Towards an accurate and precise chronology for the colonization of Australia: the example of Riwi, Kimberley, Western Australia. PLoS ONE 11, e0160123 (2016). source

      Sections 2.1–2.2 describe radiocarbon pretreatment and checks on the Riwi ages, while section 3.5 reports OSL age estimates; no page numbers are available in our copy. Searches for Rodríguez-Rey, quality-rating protocols, and Sahul megafauna deposits found no passage addressing the attributed protocol. (LLM, conf=0.75)

      Experimental — accuracy not yet measured
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Riwi Rockshelter has an OSL age on quartz of 51,300 ± 2,300 years.

    “Riwi Rockshelter Riwi-36 51300 2300 Quartz grains Quartz (180-212 microns) Sq. 1, wall East, SU12 OSL m C Wood et al. 2016”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Wood et al. 2016 source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    The authors deviated from the Rodríguez-Rey et al. approach in accepting charcoal ages pretreated with acid-base oxidation (ABOx) as 'm*' (rather than 'm') and acid-base-acid (ABA) or acid-alkali-acid (AAA) as 'm' (rather than 'B').

    “We deviated from the Rodríguez-Rey et al. 98 approach in accepting charcoal ages pretreated with acid-base oxidation (ABOx) as 'm*' (rather than 'm') and acid-base-acid (ABA) or acid-alkali-acid (AAA) as 'm' (rather than 'B').”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [98] Wood, R. et al. Towards an accurate and precise chronology for the colonization of Australia: the example of Riwi, Kimberley, Western Australia. PLoS ONE 11, e0160123 (2016). source

      Section 2.1 describes ABOx-SC and ABA charcoal pretreatments, and Section 2.2 compares the resulting ages, but neither passage assigns ages the labels ‘m*’, ‘m’, or ‘B’. Searches for those labels and for Rodríguez-Rey found no passage establishing the classification approach or the stated deviation from it. The indexed passages provide no page numbers. (LLM, conf=0.76)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Premisecitation

    Estimates of kcalt at slow speeds on downhill slopes sometimes under-predict actual expenditure, so a sex-specific alternative estimate, kcala, is calculated.

    “Estimates of kcalt at slow speeds on downhill slopes sometimes under-predict actual expenditure 93 , so a sex-specific alternative estimate, kcala, is calculated using the Mifflin St. Jeor basal metabolic rate equation 95,96 and a scale factor:”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites [93] Williams, A. N., Ulm, S., Smith, M. & Reid, J. AustArch: a database of 14C and non-14C ages from archaeological sites in Australia—composition, compilation and review. Internet Archaeol. https://doi.org/10.11141/ia.36.6 (2014). source

      The Scope and Background sections (p. 2) describe a database of archaeological ages, not estimates of energy expenditure. Searches for downhill walking, kcalt, kcala, and the Mifflin St. Jeor equation found no passage in our copy addressing the claim. (LLM, conf=0.77)

      Experimental — accuracy not yet measured
  • It may state two separate claims as one.

    Findingown data

    This super-highway runs east-west toward the south-eastern highlands through the northern Murray-Darling River system, close to well-documented early sites near Menindee Lakes.

    “This super-highway runs east-west toward the south-eastern highlands through the northern Murray-Darling River system, close to well-documented early sites near Menindee Lakes (ML, Fig. 3).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    From the southern Torres Strait region this corridor bifurcates, one corridor linking to Arnhem Land (p > 0.9999) around the northern shore of Lake Carpentaria, the other linking to south-eastern Sahul offshore of the modern eastern coastline (p = 0.9827).

    “From the southern Torres Strait region this corridor bifurcates, one corridor linking to Arnhem Land (p > 0.9999) around the northern shore of Lake Carpentaria, the other linking to south-eastern Sahul offshore of the modern eastern coastline (p = 0.9827).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    A corridor through southern Sahul passes close (20-50 km, a long day of walking) to known ≥ 35,000 year-old archaeological sites, including Devils Lair (Margaret River), Koonalda Cave (Nullarbor) and Warratyi rock shelter (Flinders Range), linking the southwest and southeast of the continent along the southern coast (p = 0.9709), close to the modern coastline.

    “A corridor through southern Sahul also passes close (20-50 km, a long day of walking) to known ≥ 35,000 year-old archaeological sites, including Devils Lair (Margaret River), Koonalda Cave (Nullarbor) and Warratyi rock shelter (Flinders Range), linking the southwest and southeast of the continent along the southern coast (p = 0.9709), close to the modern coastline.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    A more diffuse network of lower-ranked corridors crosses north-eastern Sahul (p = 0.5061) and south-western (p = 0.5274) Sahul and its northernmost coast (p = 0.5484).

    “A more diffuse network of lower-ranked corridors crosses north-eastern Sahul (p = 0.5061)-aligning with ecological refuges centred on Lawn Hill and Gregory River systems-and south-western (p = 0.5274) Sahul and its northernmost coast (p = 0.5484).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    The super-highways that emerge from our models are both the least-calorically costly and most 'attractive' paths, while also corresponding most closely to known early archaeological sites.

    “The super-highways that emerge from our models (Fig. 3) are both the least-calorically costly and most 'attractive' paths, while also corresponding most closely to known early archaeological sites.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The first model (wBICa=0.2644) corresponds to a scenario of moving from the coasts inland, while the second model (wBICa=0.2122) focuses on transecting the interior.

    “The first model (wBICa=0.2644)corresponds to a scenario of moving from the coasts inland, while the second model (wBICa=0.2122)focuses on transecting the interior.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Including the model with the third-most explanatory power (wBICa=0.0984), which has routes connecting known water sources and brings total explanatory power up to 0.575, our models suggest a strategy of first moving inland, then discovering water sources in the interior, then travelling among them, all while navigating by prominent landscape features.

    “Including the model with the third-most explanatory power (wBICa=0.0984),which has routes connecting known water sources and brings total explanatory power up to 0.575, our models suggest a strategy of first moving inland, then discovering water sources in the interior, then travelling among them, all while navigating by prominent landscape features.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Several highly ranked 'super-highways' are clearly visible, both around the continental margin (p = 0.9947) and through the continental interior (p = 0.9729).

    “Several highly ranked 'super-highways' are clearly visible (Fig. 3, Supplementary Figures 567, Table 1; see Methods), both around the continental margin (probability of choosing path p = 0.9947) and, perhaps more unexpectedly, through the continental interior (p = 0.9729).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Findingown data

    Foraging decisions would be highly local and provide fewer constraints to a continent-wide model than search for fresh water would.

    “From our ethnographic work we determined that foraging decisions would be highly local and provide fewer constraints to a continent-wide model than search for fresh water would.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingown data

    The study generated more than 125 billion paths to examine the peopling of Sahul.

    “Combined, we generated more than 125 billion paths to examine peopling of Sahul.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Findingown data

    Model-averaged pathway probability was calculated from ~125 billion paths across the continent of Sahul.

    “Model-averaged pathway probability calculated from ~ 125 billion paths across the continent of Sahul.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingown data

    Test runs with spacings from 10 to 100 showed that normalised outputs at densities greater than 50 did not contain enough new information to justify the substantial computational resources required to create them.

    “We did test runs with spacings that ranged from 10 to 100, with the resulting normalised outputs not containing enough new information at densities > 50 to justify the substantial computational resources required to create them (38,380 points total).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    The top-ranked model was coastline-to-grid with prominence weighting at the 1% threshold, with BICa 4.2330, wBICa 0.2644, and p = 0.9913.

    “1 coastline grid prominence 1 0.0012 4.2330 0.2644 0.9913”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    This ecological versatility has enabled our rapid global expansion without requiring expensive evolutionary adaptation to micro-environments or even extensive technological modifications.

    “This ecological versatility 7 has enabled our rapid global expansion without requiring expensive evolutionary adaptation to micro-environments or even extensive technological modifications.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [7] Potts, R. Variability selection in hominid evolution. Evol. Anthropol. 7, 81–96 (1998). source
  • Probably not a substantial claim.

    Interpretationcitation

    The routes we identified suggest potential target areas for archaeological prospection by pinpointing the regions that humans would have frequently traversed and where archaeological material would have likely accumulated.

    “The routes we identified also suggest potential target areas for archaeological prospection by pinpointing the regions that humans would have frequently traversed and where archaeological material would have likely accumulated 71 .”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [71] Klein, H. S. The first Americans: the current debate. J. Interdiscip. Hist. 46, 543–561 (2016). source
  • Probably not a substantial claim.

    Study design and conductreasoning

    This then gives relative probabilities of likelihood that paths were traversed.

    “This then gives relative probabilities of likelihood that paths were traversed.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    Our results suggest fundamental rules for migration, highlighting the important routes and pathways that populations used to survive arid conditions and climatic disruption in the past.

    “since our results suggest fundamental rules for migration, highlighting the important routes and pathways that populations used to survive arid conditions and climatic disruption in the past”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Study design and conductnone given

    Strahler Order 9 streams represent the most probable permanent bodies of water.

    “a layer that calculate streams with Strahler Order 9 (representing the most probable permanent bodies of water) extended to the coastline (Supplementary Figure 3).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.

    Premisenone given

    Few of the previously published studies identified the importance of a major corridor through the arid centre, nor for many of the lesser, but still probable, routes running through the semi-arid and channel country of inner south-western Queensland.

    “Few of the previously published studies identified the importance of a major corridor through the arid centre, nor for many of the lesser, but still probable, routes running through the semi-arid and channel country of inner south-western Queensland.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The main edaphic features dictating the network of optimal pathways would have remained largely intact even over tens of millennia, suggesting extraordinary persistence of these routes as primary corridors of movement.

    “While these ethnographic trade routes are considerably younger than the period we modelled, the main edaphic features dictating the network of optimal pathways would have remained largely intact even over tens of millennia, suggesting extraordinary persistence of these routes as primary corridors of movement.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The facilitation of movement that these super-highways provided would have enabled efficient spatial use of the continent.

    “The facilitation of movement that these super-highways provided would have enabled efficient spatial use of the continent.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.

    Premisenone given

    Our understanding of human movements is often only conceptual, the result of interpolation or inference among points across landscapes where sparse archaeological investigations have occurred.

    “Yet our understanding of such movements is often only conceptual, the result of interpolation or inference among points across landscapes where sparse archaeological investigations have occurred.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    A limitation of this study is that our methods intentionally avoid considering many types of potential biases, including concerns of demographic composition or traveller velocity, the types of ecosystems encountered, and cultural influence.

    “A limitation of this study is that our methods intentionally avoid considering many types of potential biases, including concerns of demographic composition or traveller velocity, the types of ecosystems encountered, and perhaps most controversially, cultural influence.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    Our results emphasise the extraordinary cultural plasticity of humans to adapt to novel and challenging environments rapidly and efficiently.

    “Our results emphasise the extraordinary cultural plasticity of humans to adapt to novel and challenging environments rapidly and efficiently.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    The deeply established connections across these physical networks would have facilitated the movement of people, objects, and stories that led to the rich and highly interconnected Aboriginal, Torres Strait Islander, and Melanesian cultures encountered at European contact.

    “As people expanded across the continent and distinct cultural and linguistic groups formed, the deeply established connections across these physical networks would have facilitated the movement of people, objects, and stories that led to the rich and highly interconnected Aboriginal, Torres Strait Islander, and Melanesian cultures encountered at European contact.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    These same rules could be used to highlight important routes and pathways that populations may employ in the future in other regions, according to certain climate scenarios.

    “these same rules could be used to highlight important routes and pathways that populations may employ in the future in other regions, according to certain climate scenarios 45,46 .”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [45] Lock, G. & Pouncett, J. Walking the Ridgeway revisited: the methodological and theoretical implications of scale dependency for the derivation of slope and the calculation of least-cost pathways. In Proc. 37th International Conference (eds. Frischer, B. et al.) 192–203 (Archaeopress, 2010).

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites [46] Thomas, Z. A. et al. Tipping elements and amplified polar warming during the Last Interglacial. Quat. Sci. Rev. 233, 106222 (2020). source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationreasoning

    Our methods are applicable to other migratory events beyond Sahul, such as the peopling of the Americas or the waves of Out-of-Africa migration.

    “Our methods also are applicable to other migratory events beyond Sahul, such as the peopling of the Americas or the waves of Out-of-Africa migration.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    These suggest fundamental rules guiding human movement: people orient themselves using visual cues, they search for freshwater, and they minimise caloric expenditure as much as possible as they enter new regions.

    “These suggest fundamental rules guiding human movement-people orient themselves using visual cues, they search for freshwater, and they minimise caloric expenditure as much as possible as they enter new regions.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    This concordance demonstrates that while there were a range of routes available to facilitate the rapid and efficient movement of people throughout the continent, people likely chose the most optimal visually, calorically, and hydrologically most frequently.

    “This concordance demonstrates that while there were a range of routes available to facilitate the rapid and efficient movement of people throughout the continent, people likely chose the most optimal visually, calorically, and hydrologically most frequently.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationown data

    Our results move the debate beyond conceptual models to identify empirically the optimal corridors of movement throughout the continent.

    “Our results move this debate beyond conceptual models to identify empirically the optimal corridors of movement throughout the continent.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    Basic behavioural and landscape features enable the calculation of 'cost' of movement, which provide a foundation for understanding how different demographic processes or dispersal capabilities would have influenced these early humans' relationship with the landscape.

    “Basic behavioural and landscape features enable the calculation of 'cost' of movement, which provide a foundation for understanding how different demographic processes or dispersal capabilities would have influenced these early humans' relationship with the landscape.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    The similar pathways between the period of first peopling of the continent and late Holocene trade networks suggest the underlying environmental variables structuring pathway persistence likely influenced socio-economic and ritual practices.

    “However, it is telling that the similar pathways between the period of first peopling of the continent and late Holocene trade networks suggest the underlying environmental variables structuring pathway persistence likely influenced socio-economic and ritual practices.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    Because female travellers travel with different efficiencies than male travellers, the models are downscaled to those that would accommodate women and families, on average.

    “Since female travellers will travel with different efficiencies than male travellers, this downscales our models to those that would accommodate women and families, on average.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Warratyi Rockshelter has a radiocarbon age on putative Genyornis eggshell of 46,300 ± 2,500 years.

    “Warratyi Rockshelter Wk-37373 46300 2500 Egg Shell Putative Genyornis egg shell Sq. 2C, Spit 17 Radiocarbon AMS, ABA m B Hamm et al. 2016”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hamm et al. 2016

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    The grid spacing of one point every 50 surface cells was empirically determined to represent a reasonable balance between point density and computational cost.

    “For the general sets of points, we created a regularly spaced grid with spacing selected as one point every 50 surface cells in each direction, which was empirically determined to represent a reasonable balance between point density and computational cost.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Watura Jurnti has an OSL age on quartz of 60,600 ± 2,400 years.

    “Watura Jurnti Rockshelter Ad-12081 60600 2400 Quartz Grains Quartz Phase 2, Group 2, SU58 OSL C C Marsh et al. 2018”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Marsh et al. 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationreasoning

    The methods we employ can be used to examine these issues, both within Australia and other landmasses across the globe.

    “The methods we employ can be used to examine these issues, both within Australia and other landmasses across the globe.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Ngarrabullgan Cave has a radiocarbon age on charcoal of 35,500 ± 600 years.

    “Ngarrabullgan Cave Rockshelter OZC-733 35500 600 Charcoal Charcoal Radiocarbon ABOx m* A* Bird et al. 1999”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bird et al. 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Warreen Cave has a radiocarbon age on charcoal of greater than 32,500 years.

    “Warreen Cave Rockshelter Beta-42122A/ETH-7665A >32500 Charcoal Charcoal Sq.A, XU19, SU7 Radiocarbon AMS m C Allen 1996a”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Allen 1996a

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductreasoning

    Using empirically ranked streams removes researcher bias in deciding which streams are 'important', allowing for the most parsimonious model to emerge.

    “Using empirically ranked streams also removes researcher bias in deciding which streams are 'important', allowing for the most parsimonious model to emerge.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Study design and conductnone given

    The resampling techniques used preserved critical information from the original model.

    “The resampling techniques used preserved critical information from the original model that we discuss in more detail below.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    Because the New Guinea portion of Sahul is substantially smaller than the Australia portion, there are many more points in Australia that can be used as origins and destinations, meaning there is a higher likelihood of creating super-highways in that region.

    “Given that the New Guinea portion of the Sahul landmass is substantially smaller than the Australia portion, there are many more points in the latter that can be used as origins and destinations for travel.This means that there is a higher likelihood of creating the kinds of 'super-highways' in that region that are the focus of this study.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Premisecitation

    Recent studies have shown that ABA- and hypy-treated pairs produce comparable results to each other and to ABOx-pretreated samples.

    “recent studies have shown that ABA-and hypy-treated pairs produce comparable results to each other and to ABOx-pretreated samples 100,101”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [100] Kolmogorov, A. Sulla determinazione empirica di una legge di distribuzione. Giornale dell’Istituto Italiano degli Attuari 4, 83–91 (1933).
    • cites [101] Smirnov, N. Table for estimating the goodness of fit of empirical distributions. Ann. Math. Stat. 19, 279–281 (1948). source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    For marine shells, samples subject to either x-ray diffraction or Feigl staining were rated as 'm*' rather than 'm'.

    “For marine shells, we rated samples subject to either x-ray diffraction or Feigl staining as 'm*' rather than 'm'.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Premisecitation

    The original protocol only accepted charcoal ages pretreated with ABOx.

    “The original protocol only accepted charcoal ages pretreated with ABOx.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Rodríguez-Rey et al. [98]

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Yurlu Kankala has a radiocarbon age on charcoal of 40,752 ± 957 years.

    “Yurlu Kankala Rockshelter Wk-40356 40752 957 Charcoal Charcoal from hearth Sq. 4, XU31, SUF Radiocarbon AMS, ABBA m A* Reynen et al. 2018”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Reynen et al. 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The cognitive capacity of these early explorers and their behavioural plasticity enabled the rapid expansion across a diverse range of arid, tropical and temperate environments.

    “The cognitive capacity of these early explorers and their behavioural plasticity enabled the rapid expansion across a diverse range of arid, tropical and temperate environments.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    Where a sample is reported as directly associated with a stratigraphic unit containing cultural deposits, it was accepted as 'associated'.

    “Where a sample is reported as directly associated with a stratigraphic unit containing cultural deposits, we have accepted it as 'associated'.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Study design and conductnone given

    The dating quality of any infinite age or any age without a reported error was reduced to C.

    “We reduced the dating quality of any infinite age or any age without a reported error to C.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.

    Interpretationreasoning

    The consistency of these abilities and behaviours have implications for predicting future migrations.

    “The consistency of these abilities and behaviours have implications for predicting future migrations.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The Sahul digital elevation model provides the best resolution DEM possible that can then be used for future products.

    “This provides the best resolution DEM possible that can then be used for future products.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Lake Mungo WLH3 has an ESR age on tooth enamel of 78,000 ± 7,000 years.

    “Mungo WLH3 Open site Not given 78000 7000 Bone Tooth enamel WLH3 ESR Linear uptake B C Thorne et al. 1999”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thorne et al. 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Murubun Shelter has an OSL age on quartz of 39,400 ± 2,100 years.

    “Murubun Shelter Rockshelter GLO-5031 39400 2100 Quartz Grains Quartz Sq.A1 SA OSL Single Aliquot Regenerative (SAR) m C Cosgrove et al. 2007”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Cosgrove et al. 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The first quality-rating step evaluated the dating technique itself, resulting in assignment of the age to one of four categories (best to worst: m*, m, B, C).

    “The first step evaluated the dating technique itself resulting in assignment of the age to one of four categories (best to worst: m*, m, B, C).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationnone given

    Female travellers would likely be leading families into new territories and holding groups together.

    “We assigned all our travellers as female and mid-way through their reproductive years, suggesting that, while male travellers might make longer forays, female travellers would likely be leading families into new territories and holding groups together.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Upper Swan has a radiocarbon age on charcoal of 39,500 +2,300/-1,800 years.

    “Upper Swan Open site SUA-1500 39500 +2300/-1800 Charcoal Scattered charcoal Sq. 8 Radiocarbon ABA m A Pearce & Barbetti 1981”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pearce & Barbetti 1981

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may state two separate claims as one.

    Premiseown data

    FETE is specifically designed to address computational challenges efficiently, enabling the calculation of tens of billions of routes for the entire continent of Sahul each time it is run, compared to tens or perhaps hundreds generally created for smaller areas.

    “FETE is specifically designed to address those challenges efficiently, enabling the calculation of tens of billions of routes for the entire continent of Sahul each time it is run, compared to tens or perhaps hundreds that are generally created for smaller areas (Supplemental Table 9).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Supplemental Table 9

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    Quality ratings for other dating techniques such as optically stimulated luminescence follow the criteria outlined in Rodríguez-Rey et al.

    “Quality ratings for other dating techniques such as optically stimulated luminescence follow the criteria outlined in detail in Rodríguez-Rey et al. 98 .”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [98] Wood, R. et al. Towards an accurate and precise chronology for the colonization of Australia: the example of Riwi, Kimberley, Western Australia. PLoS ONE 11, e0160123 (2016). source

      Checked before — its earlier verdict is held back until a new check runs.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Newman Rock Shelter has a radiocarbon age on charcoal of 35,250 ± 310 years.

    “Newman Rock Shelter Rockshelter Beta-364049 35250 310 Charcoal Charcoal Sq.B, Spit PS 23 Radiocarbon AMS, AAA m A Slack et al. 2018”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Slack et al. 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Interpretationcitation

    As climate disruption impacts the liveability of many parts of the globe, we will be confronted with large-scale migration events as people escape drowning coastlines, wildfires, violence, or drought.

    “As climate disruption impacts the liveability of many parts of the globe 46 , we will be confronted with large-scale migration events as people escape drowning coastlines, wildfires, violence, or drought.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [46] Thomas, Z. A. et al. Tipping elements and amplified polar warming during the Last Interglacial. Quat. Sci. Rev. 233, 106222 (2020). source
  • Probably not a substantial claim.

    Study design and conductreasoning

    The overall quality rating of any age greater than 75 ka was reduced to a C, because this is beyond the accepted age of initial peopling of Sahul.

    “We reduced the overall quality rating of any age > 75 ka to a C, because this is beyond the accepted age of initial peopling of Sahul.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The accepted age of initial peopling of Sahul is less than 75 ka.
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    Quality rating comprised a two-step process resulting in allocation of ages to one of four categories of reliability.

    “Quality rating comprised a two-step process resulting in allocation of ages to one of four categories of reliability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Nawarla Gabarnmang has a radiocarbon age on charcoal of 45,072 ± 2,149 years.

    “Nawarla Gabarnmang Rockshelter Wk-34546 45072 2149 Charcoal Charcoal single fragment Sq.F, SU4, XU33 Radiocarbon AMS, ABA m A David et al. 2019”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites David et al. 2019 source
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductnone given

    Sites younger than 35,000 years old and sites with ages more than 35,000 years old that are documented as not directly related to human occupation were removed from the reference dataset.

    “We removed sites younger than 35,000 years old and sites with ages more than 35,000 years old that are documented as not directly related to human occupation (e.g., ages taken on samples below archaeological deposits).”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Study design and conductown data

    We selected the 3σ threshold after generating location maps at multiple thresholds and empirically evaluating the results.

    “We selected the 3σ threshold after generating location maps at multiple thresholds (from 1σ to 6σ) and empirically evaluating the results.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Nauwalabila 1 has an OSL age on quartz of 53,400 ± 5,400 years.

    “Nauwalabila 1 Rockshelter OXODK168 53400 5400 Quartz Grains Quartz Sq.L29, XU67-69 OSL Additive dose method m A Roberts et al. 1990, 1993”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Roberts et al. 1990, 1993

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Lake Mungo WLH4 has an OSL age on quartz of 40,900 ± 4,500 years.

    “Mungo WLH4 Open site MG-1 40900 4500 Quartz Grains Quartz (180-212 microns) WLH3 grave infill SG OSL m A Olley et al. 2006”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Olley et al. 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Nauwalabila 1 has an OSL age on quartz of 58,300 ± 5,800 years.

    “Nauwalabila 1 Rockshelter OXODK170 58300 5800 Quartz Grains Quartz Auger hole OSL Additive dose method m B Roberts et al, 1990, 1993”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Roberts et al, 1990, 1993

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Watura Jurnti has an OSL age on quartz of 68,100 ± 4,600 years.

    “Watura Jurnti Rockshelter Ad-12082 68100 4600 Quartz Grains Quartz Phase 2, Group 2, SU61 OSL C C Marsh et al. 2018”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Marsh et al. 2018

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Sandy Hollow has an OSL age on quartz of 61,000 ± 3,000 years.

    “Sandy Hollow Open site ANUOD-1581 (SG-OSL_2013) 61000 3000 Quartz Grains Quartz (90-125 microns) Pit 7, backhoe trench SG OSL Single Aliquot Regenerative (SAR).Central Age Model (CAM).m C Hughes et al. 2003”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hughes et al. 2003

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Lake Mungo WLH3 has a U-series age on bone of 69,800 ± 2,100 years.

    “Mungo WLH3 Open site BA 69800 2100 Bone Bone WLH3 U-series TI MS B B Thorne et al. 1999”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Thorne et al. 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim.

    Study design and conductown data

    Archaeological sites on islands that have never formed part of the Sahul landmass were not included in the dataset.

    “We did not include archaeological sites on islands that have never formed part of the Sahul landmass (e.g., the Bismarck and Solomon Archipelagos) in the dataset.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Study design and conductreasoning

    To avoid spatial bias, two landscapes with closely spaced clusters of sites were collapsed into single sites.

    “To avoid spatial bias, we collapsed two landscapes with closely spaced clusters of sites into single sites.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.

    Interpretationreasoning

    The modern coastline is visually prominent at the lower sea level around much of the continent, likely due to the modern coastline creating strong erosional features.

    “The modern coastline is visually prominent at the lower sea level around much of the continent, likely due to the modern coastline creating strong erosional features.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Interpretationnone given

    The ways that people migrate have not changed in the hundreds of generations since the first people entered Sahul.

    “The ways that people migrate have not changed in the hundreds of generations since the first people entered Sahul.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Study design and conductnone given

    The overall quality rating of any age was reduced to a C where the authors reporting the age state that it is unreliable, or where the authors note that it is not associated with cultural material.

    “We reduced the overall quality rating of any age to a C where the authors reporting the age state that it is unreliable, or where the authors note that it is not associated with cultural material.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    Relaxing the ABOx pretreatment requirement permits a much broader consideration of the available data.

    “so this permits a much broader consideration of the available data”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    The second quality-rating step evaluates the strength of association of ages rated m* and m with the dating target, in this case the association of the sample with cultural deposits, resulting in a final reliability rating (best to worst: A*, A, B and C).

    “The second step evaluates the strength of association of ages rated m* and m with the dating target, in this case the association of the sample with cultural deposits, resulting in a final reliability rating (best to worst: A*, A, B and C).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Study design and conductcitation

    The reference archaeological site dataset for Sahul was constructed by building on the AustArch compilation.

    “We constructed the reference archaeological site dataset for Sahul (Supplemental Table 8) by building on the AustArch compilation 97 ; for more information on age reliability we recommend reviewing that publication, although we detail our process below.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [97] David, B. et al. 45,610–52,160 years of site and landscape occupation at Nawarla Gabarnmang, Arnhem Land plateau (northern Australia). Quat. Sci. Rev. 215, 64–85 (2019). source
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisenone given

    35,000 years ago was selected as a threshold to encompass ages representing the earliest phases of human occupation of the continent, and before significant societal change from the Last Glacial Maximum.

    “We selected 35,000 years ago as a threshold to encompass ages representing the earliest phases of human occupation of the continent, and before significant societal change from the Last Glacial Maximum.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    ABOx remains the standard for pretreatment of older charcoal samples (>30 ka).

    “Although ABOx remains the standard for pretreatment of older charcoal samples (> 30 ka)99”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [99] Kiskowski, M. A., Hancock, J. F. & Kenworthy, A. K. On the use of Ripley’s K-function and its derivatives to analyze domain size. Biophys. J. 97, 1095–1103 (2009). source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Sandy Hollow has an OSL age on quartz of 52,900 ± 3,000 years.

    “Sandy Hollow Open site ANUOD-1582 (SG-OSL_2013) 52900 3000 Quartz Grains Quartz (90-125 microns) Pit 9, XU12-13 SG OSL Single Aliquot Regenerative (SAR).Central Age Model (CAM).m B Hughes et al. 2014”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hughes et al. 2014

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

95 of 95
  • The paper relies on this without support.

    Female travellers would likely be leading families into new territories and holding groups together, so a typical 25-year-old woman's movement characteristics are appropriate for modelling travellers.

    “To model the travellers, we applied ethnographic data on the movement characteristics of a typical 25-year-old woman, suggesting that, while male travellers might make longer forays, female travellers would likely be leading families into new territories and holding groups together.”
  • The paper relies on this without support.

    The archaeological database of sites ≥35,000 years old is sufficiently complete and representative to serve as a concordance dataset for evaluating modelled paths.

    “We compiled a database of sites of ≥ 35,000 years old to create a concordance dataset.”
  • The paper relies on this without support.

    The Water Observations from Space dataset accurately reflects freshwater availability across Sahul during the period of initial peopling.

    “As our modelled freshwater comes from the Water Observations from Space dataset 51 , the lack of pathways approaching the Willandra Lakes system reflects the lack of forcing the model to conform to expectations, and rather allowing the paths to emerge parsimoniously from empirical data.”
  • The authors state this as an assumption.

    No single network can explain all site locations, and each network i has some value.

    “We assumed that no single network can explain all site locations, and that each network i has some value, so we calculated the network weights as the relative weight of its BICa (wBICa):”
  • The paper relies on this without support.

    The accepted age of initial peopling of Sahul is less than 75 ka.

    “We reduced the overall quality rating of any age > 75 ka to a C, because this is beyond the accepted age of initial peopling of Sahul.”
  • The paper relies on this without support.

    First human arrival in Sahul occurred around <50,000 years ago.

    “Inset map: modern country boundaries superimposed on the coastlines of Sahul <50,000 years ago (during the approximate time of first human arrival).”
6 of 6

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Traveller age differs between methods sections

    Minor

    The Summary of Methods describes the modelled traveller as a typical 25-year-old woman, but the detailed traveller parameters specify a 23-year-old woman.

  • Archaeological age threshold is stated in incompatible units

    Minor

    The stated threshold is 35,000 years, but the description of the resulting dataset gives it as 35,000 ka-35 million years. These cannot describe the same age cutoff.

  • Figure 3 places first arrival on the opposite side of 50,000 years

    Minor

    The methods place entry into Sahul more than 50,000 years ago, whereas the Figure 3 inset describes less than 50,000 years ago as the approximate time of first arrival.

3 of 3

Citations

Cites

Flagged first, then by citations

1 of the 92 references couldn’t be matched to a known paper.

Research works printed but not linked: 4

  1. Bowdler, S. in Sunda and Sahul: Prehistoric Studies in Southeast Asia Melanesia and Australia (eds. Allen, J.et al.) 205–246 (Academic Press, 1977).
  2. Horton, D. R. Water and woodland: the peopling of Australia. Aust. Inst. Aborig. Stud. Newsl. 16, 21–27 (1981).
  3. Bellavia, G. Extracting ‘natural pathways’ from a digital elevation model. In Proc. CAA 2001 (eds. Burenhult, G. & Arvidsson, J.) 5–12 (Archaeopress, 2002).
  4. Robertson, S. Significance of baler shell (Melo) at Olympic Dam, South Australia. J. Anthropol. Soc. South Aust. 36, 1–11 (2012).

Cited by

Sorted by citations

Metadata

Authors
Crabtree, S. A., White, D. A., Bradshaw, C. J. A., Saltré, F., Williams, A. N., Beaman, R. J., Bird, M. I., & Ulm, S.
Affiliations
  • Utah State University (US)
  • Sandia National Laboratories (US)
  • Flinders University (AU)
  • UNSW Sydney (AU)
  • James Cook University (AU)
Corresponding author
Crabtree, Stefani A.
Venue
Nature Human Behaviour
Published
2021-04-29
Volume
5
Issue
10
Pages
1303-1313
ISSN
2397-3374 (ISSN-L)
OpenAlex
W3157539978
Cited by
74
References
92
Citations by year
2026: 12 · 2025: 14 · 2024: 13 · 2023: 15 · 2022: 13 · 2021: 7
FWCI
23.73
Type
journal article
Language
en
Open access
Locations
  • Nature Human Behaviour (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • ResearchOnline at James Cook University (James Cook University) (acceptedVersion)
  • OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) (submittedVersion)
  • RePEc: Research Papers in Economics (submittedVersion)
Funders
  • Department of Education and Training | Australian Research Council (FL140100044)
  • Australian Research Council Laureate Fellowship
  • Australian Research Council Centre of Excellence for Australian Biodiversity and Heritage
Topics
  • Social Sciences › Anthropology › Pleistocene-Era Hominins and Archaeology
  • Social Sciences › Anthropology › Pacific and Southeast Asian Studies
  • Social Sciences › Anthropology › Australian Indigenous Culture and History
Keywords
human migration routes, superhighways, visibility analysis, digital elevation model, freshwater distribution, physiological capacity, early human dispersal, Aboriginal Australians, prehistoric migration
MeSH terms
Environmental Indicators, Anthropology, Physical, Archaeology, Australia, Geography, Humans, Population Dynamics, Sociobiology, Human Migration

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

A language model drew the claims from the paper on 2026-11-08, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

A second model labelled each claim on 2026-11-08 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).

Cited sources are checked with a language model’s help (gpt-6-sol).

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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