Cited by 29Archaeological Research and ProtectionAncient and Medieval Archaeology StudiesViking Age and Medieval Scandinavia

The DOI matches its Crossref record, with a small difference in title or year; 69 of the 72 references it cites were found in a registry or an index; 1 of the 61 sources its claims cite were checked for support.

Calculating connectivity patterns in delta landscapes: Modelling Roman and early-medieval route networks and their stability in dynamic lowlands

Open access
van Lanen, Rowin J., Pierik, Harm Jan·2019·Quaternary International

Abstract

River landscapes can be regarded as amongst the most densely populated regions in the world. Despite their dynamic nature and their susceptibility to natural hazards, pull factors such as fertile soils and trade connections always have attracted people to these regions. During the Roman (12 BCE – 450 CE) and early-medieval periods (450 CE–1050) the Rhine-Meuse delta in the Netherlands underwent significant simultaneous cultural and environmental changes such as changing settlement patterns, the collapse of the Roman limes, changing flooding regimes and river avulsions. Past route networks are influenced by both cultural and natural dynamics and are therefore a useful tool to better understand the complex interaction between these dynamics. By applying and enhancing recently-developed methods of modelling route networks in dynamic lowlands, this study reconstructs connectivity patterns in the Rhine-Meuse delta. Based on newly-available high-resolution geoscientific and archaeological data, network-friction maps and route networks were calculated for three time slices: 100 CE, 500 and 900. These modelled networks were validated using archaeologically-excavated infrastructural and isolated finds. Additionally the amount of network stability between these networks was calculated. Results show that for each of the route zones a clear correlation exist between the modelled network and the occurrence of infrastructural and isolated finds. Although clear periodic differences between these correlations percentages are visible. Despite the dynamic nature of the research area the routes show clear signs of network stability, with 80% of the 500 CE network being persistent with their 100 CE counterparts. Between 500 CE and 900 CE the persistence percentage slightly rises to 81% indicating a similar level of network stability. This shows that large parts of the Rhine-Meuse delta were persistently used during the Roman period and Early Middle Ages despite local settlement dynamics and changing natural settings.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

This paper applies and enhances network-friction modelling to reconstruct Roman and early-medieval route networks in the Rhine-Meuse delta for 100, 500, and 900 CE, validating them against archaeological infrastructural and isolated finds. It finds high route-network persistence despite the dynamic delta landscape, with about 80% persistence between successive networks and 70.9% long-term persistence in the 900 CE network.

Key findings

  • Modelled route networks correlate with archaeological finds: infrastructural finds within 500 m route zones were 89.6% (100 CE), 95.2% (500 CE), and 90.9% (900 CE); isolated finds within 500 m zones were 79.5%, 75.1%, and 66.9%, respectively. Gain values were mostly above 0.5, e.g. infrastructural 100 m gains 0.87–0.92 and isolated-find 100 m gains 0.82–0.86.
  • Persistence was high: 79.8% of the 500 CE network persisted from the 100 CE network, and 80.5% of the 900 CE network persisted from the 500 CE network. Long-term persistence within the 900 CE network was 70.9% of the complete network, and 88.1% of the 900 CE persistent-route network was in use during all three periods.
  • Route-zone surface area decreased over time: 100 m zones covered 211.9 km² (6.4%) at 100 CE, 173.3 km² (5.2%) at 500 CE, and 167.1 km² (5.1%) at 900 CE; 500 m zones covered 906.5 km² (27.4%), 779.7 km² (23.6%), and 762.8 km² (23.1%), respectively.
  • Accessibility was highest in the eastern and central delta; the western delta was less accessible and more affected by avulsions, especially of the Waal, Maas, and Lek. The southwest showed low route-network persistence, while most other movement corridors remained persistently used.

Methods

  • The authors created a network-friction model (NFM) using high-resolution geoscientific data: geomorphological reconstructions and a palaeoDEM at 100 × 100 m grid-cell resolution, with 331,800 grid cells and 21 data fields. Five network-friction classes were used, and land and water routes were calculated separately.
  • Archaeological data came from ARCHIS, DCCD, EASY, regional overviews, and the LGL World Heritage Database, covering settlements, burial sites, shipping, and isolated finds. Data were converted to three time slices—100 CE, 500 CE, and 900 CE—and land routes were modelled as shortest paths between nearest neighbouring settlements or burial sites, while water routes were modelled between water-adjacent settlements and shipwrecks along reconstructed active rivers.
  • Persistence was calculated by converting networks into unique line sections no longer than 200 m and comparing 100 m-wide route-zone sections across periods. Validation used infrastructural and isolated finds within 100 m, 250 m, and 500 m route zones, with gain values calculated following Kvamme (1988).

Limitations

  • The paper states that the current approach is best suited for supra-regional analyses and would benefit from combination with other route-network modelling techniques for regional or micro-regional reconstructions. It also states that archaeological data originate from supraregional overviews and ARCHIS was not developed for this level of detail, creating a disbalance with the high-resolution geomorphological data.
  • The paper states that detailed flooding-frequency data per NFM grid cell and the general influence of flooding on the cultural landscape are still unknown, and that settlement data constraints—demographic decline and later settlement clustering—hamper route-network modelling for post-Roman periods, mainly reconstructing primary connections and missing local secondary paths. It also states that 100 m route-zone accuracy is relatively low, 250 m is probably most suited, and the data can accurately reconstruct route location within 500 m but are less suitable for 100 m accuracy.
  • Evident in the reported results, though not framed as limitations by the authors: validation for isolated finds is generally lower than for infrastructural finds, and 33.1% of isolated finds in the 900 CE network fall outside the 500 m route zone; for 100 CE, only 48.8% of infrastructural finds fall within the 100 m route zone. The model also assumes lower areas were wetter and more flood-prone without incorporating per-cell flood-frequency data.

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

Integrity signals

Registry

Crossref · 10.1016/j.quaint.2017.03.009

Cites

69 of 69 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Verification

Claims the paper makes

1 of 61 cited sources checked · 0 supported · 0 flagged · accuracy not yet measured

  • Findingown data

    Between 500 CE and 900 CE the persistence percentage is 81%.

    “Between 500 CE and 900 CE the persistence percentage slightly rises to 81% indicating a similar level of network stability.”
    Quote in the paperSubstantial claim
  • Findingown data

    80% of the 500 CE network is persistent with the 100 CE network.

    “Despite the dynamic nature of the research area the routes show clear signs of network stability, with 80% of the 500 CE network being persistent with their 100 CE counterparts.”
    Quote in the paperSubstantial claim
  • Findingown data

    For each of the route zones, a clear correlation exists between the modelled network and the occurrence of infrastructural and isolated finds.

    “Results show that for each of the route zones a clear correlation exist between the modelled network and the occurrence of infrastructural and isolated finds.”
    Quote in the paperSubstantial claim
  • Findingown data

    The NFM for the Rhine-Meuse delta shows a clear intra-regional variability between the eastern and western parts.

    “The NFM for the Rhine-Meuse delta shows a clear intra-regional variability between the eastern and western parts (Fig. 6).”
    Quote in the paperSubstantial claim
  • Findingnone given

    Towards the west, in the central part of the delta, land routes mainly ran towards the northwest and the southwest.

    “Towards the west, in the central part of the delta, land routes mainly ran towards the northwest and the southwest.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one. 53
  • Probably not a substantial claim. 25
  • It may state two separate claims as one.

    Premisecitation

    After the collapse of the Roman limes around 275 CE, large-scale depopulation and settlement relocation took place.

    “After the collapse of the Roman limes around 275 CE large-scale depopulation and settlementrelocation took place (e.g.Alf€ oldi, 1967;Willems, 1986;Van Dinter, 2013;Heeren, 2015).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Alf€ oldi, 1967

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

    • cites Willems, 1986
    • cites Van Dinter, 2013 source

      The Roman occupation section (page not provided) says that occupation of most Old Rhine forts and their associated settlements is generally assumed to have ended in the third century CE. It does not specify a collapse around 275 CE or report large-scale depopulation and settlement relocation. (LLM, conf=0.84)

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

    Findingnone given

    Clear periodic differences between the correlation percentages are visible.

    “Although clear periodic differences between these correlations percentages are visible.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Most graphs show a slight flattening-out between rz250 and rz500 and reach good results for the latter.

    “Most graphs show a slight flattening-out between rz250 and rz500 and reach good results for the latter.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingcitation

    In the south-western part of the study area, route-network persistence is low and settlement density after the Roman period is decreasing.

    “Here we see route-network persistence is low and settlement density after the Roman period decreasing (Pierik and Van Lanen, this issue).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pierik and Van Lanen, this issue

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

  • It may state two separate claims as one.

    Findingown data

    None of the gain values are lower than 0.5 and most are relatively close to 1, meaning that the modelled route zones are a good representation of human activity in the landscape.

    “None of the gains are lower than 0.5 and most values relatively close to 1, meaning that the modelled route zones are a good representation of human activity in the landscape.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Between 500 CE and 900 accessibility changes were less severe, with the largest changes restricted to the north-western, south-western and north-eastern part of the Rhine-Meuse delta.

    “Between 500 CE and 900 accessibility changes appear to have been less severe, with the largest changes being restricted to the north-western, southwestern and north-eastern part of the Rhine-Meuse delta.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingcitation

    Dorestad and Tiel were characterized by well-connected land routes running north-south and east-west and by abundant water-transport possibilities because they were located on important river bifurcations.

    “These two locations were characterized not only by well-connected land routes running north-south and east-west, but also by abundant water-transport possibilities as they were located on important river bifurcations (Kosian et al., 2016;Oudhof et al., 2013).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Kosian et al., 2016

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

    • cites Oudhof et al., 2013
  • It may state two separate claims as one.

    Findingcitation

    In the Rhine-Meuse delta settlement patterns thinned out but remained situated on movement corridors, i.e. the higher and accessible alluvial ridges.

    “In the Rhine-Meuse delta settlement patterns thinned out but remained situated on movement corridors, i.e. the higher and accessible alluvial ridges (Pierik and Van Lanen, this issue).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pierik and Van Lanen, this issue

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

  • It may state two separate claims as one.

    Findingreasoning

    During periods with strong demographic decline (LRP, EMPA and EMPB), habitation clustered within these parts of the movement corridors and route-zone orientation remained relatively stable.

    “During periods with strong demographic decline, i.e. the LRP, EMPA and EMPB periods, habitation appears to have clustered within these parts of the movement corridors and route-zone orientation remained relatively stable.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingreasoning

    The results show that route location can be accurately reconstructed within 500 m, but the data is less suitable for modelling route zones with 100 m accuracy.

    “Furthermore the results show that we can accurately reconstruct the route location within 500 m, but the data is less suitable for modelling route zones with 100 m accuracy.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Most parts of the modelled route networks in the study area show clear signs of long-term persistence, with the exception of the southwest of the study area.

    “Most parts of the modelled route networks in the study area show clear signs of long-term persistence, with the exception of the southwest of the study area (Fig. 10: red arrows).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The most notable accessibility changes occurred between 100 CE and 500, especially in the south-western and north-western parts of the study area.

    “The most notable changes occurred between 100 CE and 500, especially in the south-western and north-western parts of the study area.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingnone given

    Land routes were mainly east-west oriented and located on the alluvial ridges.

    “Land routes were mainly east-west oriented and located on the alluvial ridges.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The highest percentages of isolated finds within the route zones occur in the Roman period, whereas infrastructural finds in this period show the lowest correlation.

    “Additionally, the highest percentages of isolated find within the route zones occur in the Roman period, whereas the infrastructural finds in this period show the lowest correlation (Table 6; Fig. 11A).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    The test results increase drastically between the 100 m and 250 m route zone validations, with the best results for the 900 CE network.

    “The test results increase drastically between the 100 m and 250 m route zone validations, with the best results for the 900 CE network.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    The majority of route sections in the first millennium AD were persistent and located in movement corridors that form core regions within the study area.

    “Results show that the majority of the route sections in the first millennium AD were persistent and located in movement corridors that appear to form core regions within the study area.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The NFM located regions where accessibility changed between 100 CE, 500 and 900 and calculated the severity of these changes.

    “Through the NFM we were able to locate regions where accessibility changed between 100 CE, 500 and 900 and calculate the severity of these changes (Fig. 7).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingreasoning

    Almost all movement corridors contain one or more route zones, suggesting that the delta landscape was used to its full potential.

    “Almost all movement corridors contain one or more route zones, which suggests that the delta landscape was used to its full potential.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The western parts generally were less accessible and appear to have been much more susceptible to landscape dynamics, mainly avulsion, most notably between 100 CE and 500.

    “The western parts generally were less accessible and appear to have been much more susceptible to landscape dynamics, mainly avulsion, most notably between 100 CE and 500 (Figs.6 and 7).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    These cultural and natural changes affected settlement patterns and must have had a significant impact on the geographical position and functioning of route networks and on resulting cultural connectivity patterns.

    “These cultural and natural changes clearly affected settlement patterns (Pierik and Van Lanen, this issue) and also must have had a significant impact on the geographical position and functioning of route networks in the landscape and on resulting cultural connectivity patterns.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pierik and Van Lanen, this issue

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

  • It may state two separate claims as one.

    Premisecitation

    These cultural and natural changes corresponded with large-scale landscape changes such as the avulsion of the Rhine to its southern course, the river Waal, and increasing flooding frequency and intensity.

    “These developments corresponded with large-scale landscape changes such as the avulsion of the Rhine to its southern course, the river Waal (Weerts and Berendsen, 1995), and increasing flooding frequency and intensity (Toonen et al., 2013;Cohen et al., 2016;Van Dinter et al., 2017).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Weerts and Berendsen, 1995

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

    • cites Toonen et al., 2013

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

    • cites Cohen et al., 2016

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

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

    Premisecitation

    A network-friction model (NFM) calculates local accessibility based on a combination of high-resolution geoscientific datasets and shows the potential movement corridors in the past.

    “A network-friction model (NFM) calculates local accessibility based on a combination of highresolution geoscientific datasets (e.g.palaeogeography, geomorphology, soil map, elevation model) and shows the potential movement corridors in the past.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Van Lanen et al. (2015a)

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

    • The authors state this as an assumption: More elevated areas had lower groundwater levels and were less prone to floods.
  • It may state two separate claims as one.

    Study design and conductreasoning

    Although the high-resolution geomorphological data used in the NFM were specifically designed for the study area, the archaeological data in the model originate from supraregional overviews and as such create a disbalance.

    “Although the high-resolution geomorphological data used in the NFM were specifically designed for the study area, the archaeological data in the model originate from supraregional overviews and as such create a disbalance.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Interpretationreasoning

    As environmental conditions changed, the accessibility of alluvial ridges may be expected to have changed, and in this manner the movement corridors and settlements situated there.

    “As environmental conditions changed, the accessibility of these alluvial ridges also may be expected to have changed and in this manner the movement corridors and settlements situated there.”
    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

    This especially holds true for past delta landscapes due to the relatively large number of settlements and because the dynamic-fluvial environment forced people to adapt to rapidly changing environmental conditions.

    “This especially holds true for past delta landscapes due to the relatively large number of settlements and because the dynamic-fluvial environment forced people to adapt to rapidly changing environmental conditions.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    Strong population decline following the Roman period led to decreasing demographic pressure on the landscape, but settlements shifted locally rather than disappearing completely.

    “although strong population decline following the Roman period must have led to decreasing demographic pressure on the landscape, in the study region settlements shifted locally rather than disappearing completely as was also shown by Verhagen et al. (2016) and Pierik and Van Lanen (this issue);”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Verhagen et al. (2016) source

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

    • cites Pierik and Van Lanen (this issue)

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

  • It may state two separate claims as one.

    Interpretationreasoning

    The central and upper Rhine-Meuse delta can be regarded as a transport hub characterized by east-west corridors as well as several north-south connections.

    “Therefore this region can be regarded as a transport hub characterized by east-west corridors as well as several north-south connections (Fig. 10).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    As a result, many parts of the route networks remained in use and the impact of increased flooding frequencies on the development of the route networks appears to have been limited.

    “As a result, many parts of the route networks remained in use and the impact of increased flooding frequencies on the development of the route networks appears to have been limited.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Premisecitation

    Van Lanen et al. (2015b) found that their supra-regional approach is unsuitable for application to the Rhine-Meuse delta due to high settlement density in this region during the first millennium AD.

    “One of the findings was that this approach is unsuitable for application to the Rhine-Meuse delta, due to high settlement density in this region during the first millennium AD.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Van Lanen et al., 2015b

      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.

    Interpretationown data

    The presented results contributed to refining route-network modelling in delta landscapes.

    “The presented results contributed to refining route-network modelling in delta landscapes (Section 3.1; Fig. 3).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    Since Roman and early-medieval burial sites always were located near settlements (at a minimum distance of 300 m), in case of missing settlement data burial sites were used as an indication of nearby habitation.

    “Since Roman and early-medieval burial sites always were located near settlements (i.e. at a minimum distance of 300 m from the settlement; Van Es, 1981;Verlinde, 1987;Verwers, 1998;Hiddink, 2003;Heeren, 2009;Van Beek, 2009), in case of missing settlement data we used burial sites as an indication of nearby habitation.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Van Es, 1981

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

    • cites Verlinde, 1987

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

    • cites Verwers, 1998

      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.

    Interpretationreasoning

    In order to study connectivity patterns, which are defined by cultural and natural processes, models combining multiple proxies are required.

    “In order to study connectivity patterns, which are defined by cultural and natural processes, such models combining multiple proxies are required.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Study design and conductreasoning

    The modelled network shows a minimum amount of probable connections to settlements, since only settlements dating to specific subperiods were included in route calculations.

    “In this respect the modelled network shows a minimum amount of probable connections to settlements, since only settlements dating to specific subperiods were included in route calculations.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    Data stored in ARCHIS have not been developed for studies with this level of detail, and should be improved upon when applying a regional or smaller approach to route-network modelling.

    “Data stored in ARCHIS have not been developed for studies with this level of detail, and should be improved upon when applying a regional or smaller approach to route-network modelling.”
    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.

    Interpretationcitation

    Such an approach would probably more accurately reconstruct the multi-scale variability within route networks, i.e. thoroughfares versus more local secondary routes.

    “Such an approach would also probably more accurately reconstruct the multi-scale variability within route networks, i.e. thoroughfares versus more local secondary routes (cf.Vletter and Van Lanen, in review).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Vletter and Van Lanen, in review

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

  • It may state two separate claims as one.

    Premisecitation

    Almost all Roman and early-medieval routes were unpaved and hence not rigidly anchored in space.

    “Almost all Roman and early-medieval routes were unpaved and hence not rigidly anchored in space (e.g.Bell and Lock, 2000;Horsten, 2005).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Bell and Lock, 2000

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

    • cites Horsten, 2005
  • It may state two separate claims as one.

    Interpretationcitation

    The current lack of detailed flooding data is not a problem for the reconstruction of connectivity patterns, since network persistence will probably only slightly decrease as archaeological data are key and settlement dynamics occur on local scales only.

    “However the current lack of these data is not a problem for the reconstruction of connectivity patterns, since network persistence will probably only slightly decrease as the archaeological data, i.e. mainly settlements, are key for these analyses and settlement dynamics occur on local scales only (Pierik and Van Lanen, this issue).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Pierik and Van Lanen, this issue

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

    • The authors state this as an assumption: Lower areas are generally wetter and more prone to inundation during floods.
  • It may state two separate claims as one.

    Interpretationreasoning

    New river courses cut off older routes but provided new opportunities for water routes and eventually for land routes when natural levees matured.

    “The new river courses must have cut off older routes, but at the same time must have provided new opportunities for water routes and, when the natural levees matured, eventually for land routes.”
    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.

    Study design and conductnone given

    The maps have a higher spatial resolution than previous reconstructions, representing a higher level of accuracy and include more landscape elements.

    “The maps have a higher spatial resolution than previous reconstructions, representing a higher level of accuracy and include more landscape elements.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    Regions with abandoned routes or settlements appear to have been prone to be reused for similar functions in later periods, showing a degree of path dependency.

    “Regions with abandoned routes or settlements appear to have been prone to be reused for similar functions in later periods (functioning as pull factor), showing a degree of path dependency to one another.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    For post-Roman periods, route-network modelling based on the NFM will mainly reconstruct primary connections and have an increased chance of missing more local, secondary paths or tracks.

    “For these post-Roman periods route-network modelling based on the NFM will mainly reconstruct primary connections and have an increased chance of missing more local, secondary paths or tracks.”
    Quote in the paperSubstantial claim
  • 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.

    Interpretationreasoning

    The current NMF successfully models changing connectivity patterns in the form of (persistent) movement corridors and connectivity patterns, but it would benefit from a more extensive analysis using traditional GIS-based route or path-modelling techniques.

    “Although the current NMF successfully models changing connectivity patterns in the form of (persistent) movement corridors and connectivity patterns, it would benefit from a more extensive analysis using traditional GIS-based route or path-modelling”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may state two separate claims as one.

    Premisecitation

    Vletter and Van Lanen (in review) concluded that the network-friction method is most suited for the reconstruction of supra-regional connections, but less successful in the modelling of secondary paths or tracks.

    “Vletter and Van Lanen (in review) already concluded that the network-friction method is most suited for the reconstruction of supra-regional connections, but less successful in the modelling of secondary paths or tracks, i.e. connections functioning on a finer scale then reconstructed in this study.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Vletter and Van Lanen (in review)

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

  • It may state two separate claims as one.

    Premisenone given

    Many studies modelling historical route networks using GIS focus on regions characterized by large elevation differences, i.e. mountainous areas, and focus mainly on slope calculations, limiting the usefulness of the developed techniques for application in delta landscapes.

    “Many of these studies focus on regions characterized by large elevation differences, i.e. mountainous areas, and focus mainly on slope calculations, in this manner limiting the usefulness of the developed techniques for application in delta landscapes.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Premisecitation

    In the study area the higher and relatively dry alluvial ridges provided the best places to live and also functioned as the movement corridors in the landscape.

    “In our study area the higher and relatively dry alluvial ridges provided the best places to live (e.g., Willems, 1986;Pierik and Van Lanen, this issue) and also functioned as the movement corridors in the landscape.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Willems, 1986
    • cites Pierik and Van Lanen, this issue

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

  • It may state two separate claims as one.

    Interpretationown data

    The results of this integrated view, combining high-resolution archaeological and geoscientific data, are promising for route-network modelling since they show that local accessibility in the first millennium AD can considerably vary in space and time in this dynamic landscape.

    “The results of this integrated view, combining high-resolution archaeological and geoscientific data, are promising for route-network modelling since they clearly show that local accessibility in the first millennium AD can considerately vary in space and in time in this dynamic landscape.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    These continuously-inhabited regions cross the archaeologically defined chronological boundaries and can be useful to study long-term route-network development.

    “As such these continuously-inhabited regions even cross the archaeologically defined chronological boundaries and can be useful to study long-term route-network development.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    Despite landscape dynamics and floods, the area's pull factors continuously drew people to settle, resulting in all parts of the delta being well connected and isolated areas being non-existent.

    “Despite the dynamic nature of the landscape and the likelihood of floods, the areas' pull factors (Section 1) appears to have continuously drawn people to settle in this area, resulting in all parts of the delta to be well connected and isolated areas to be non-existent.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The avulsion of the river Rhine to its southern course, the river Waal, initially limited accessible land routes in the south-western part of the study area but facilitated new water-route connections towards the southwest.

    “Major events such as the avulsion of the river Rhine to its southern course, the river Waal, initially will have limited the number of accessible land routes in the south-western part of the study area, but equally facilitated new water-route connections towards the southwest.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    In this area existing land and water routes were cut off, affecting the stability of route networks, but the river provided new long-distance water-based connections.

    “In this area existing land and water routes will have been cut off, effecting the stability of route networks (Section 4.1; Figs.7 and 10), but at same time this river provided new (long-distance) water-based connections.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationown data

    The network-friction method has proven very helpful in better understanding dynamics between these factors on varying spatial and chronological scales.

    “The network-friction method has proven itself very helpful in better understanding dynamics between these factors on these varying spatial and chronological scales.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationcitation

    Lower demographic pressure after the Roman period allowed delta inhabitants to locate to the ideal (safest) settlement locations, probably partially forced by increased flooding between 270 CE and 850.

    “and (3) the lower demographic pressure after the Roman period on the landscape allowed the delta inhabitants to locate to the ideal (i.e.safest) settlement locations, probably partially forced by increased flooding between 270 CEe850 (Toonen et al., 2013;Cohen et al., 2016).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Toonen et al., 2013

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

    • cites Cohen et al., 2016

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

  • Probably not a substantial claim.

    Premisereasoning

    The spatial layout of movement corridors through time has been influenced by both environmental and cultural factors.

    “The spatial layout of these movement corridors through time has been influenced by both environmental as well as cultural factors and therefore their chronological development is key to understand the complex interaction between these dynamics.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The abundance and orientation of the ridges determined the connectivity in the central and upper Rhine-Meuse delta and facilitated transport from and towards multiple directions.

    “The abundance and orientation of the ridges determined the connectivity in the central and upper Rhine-Meuse delta and facilitated transport from and towards multiple directions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Premisecitation

    The network-friction method introduced by Van Lanen et al. (2015a) was specifically designed to model suitable areas for potential route networks, i.e. movement corridors, in dynamic lowland areas.

    “This method was specifically designed to model suitable areas for potential route networks, i.e. movement corridors, in dynamic lowland areas.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Van Lanen et al. (2015a)

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

  • Probably not a substantial claim.

    Premisecitation

    It is generally accepted that the (micro-)regional level is the optimal spatial entity to study the interaction between settlement and landscape dynamics from a long-term perspective using a landscape-archaeological approach.

    “It is generally accepted that the (micro-)regional level is the optimal spatial entity to study the interaction between settlement and landscape dynamics from a long-term perspective using a landscape-archaeological approach (e.g.Spek, 2004;Kluiving et al., 2012;Kluiving and Guttmann-Bond, 2012;Van Beek and Groenewoudt, 2013).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Spek, 2004
    • cites Kluiving et al., 2012 source
    • cites Kluiving and Guttmann-Bond, 2012 source

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

  • It may state two separate claims as one.

    Interpretationreasoning

    The validation using infrastructural finds shows better results compared to the isolated-find validation, because infrastructural finds are a direct representation of active route networks.

    “The validation using infrastructural finds show better results compared to the isolated-find validation, which is understandable since infrastructural finds are a direct representation of active route networks.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationown data

    This trend probably shows the deviating development of infrastructural works during the Roman period, i.e. infrastructural works located on less predictable locations because of Roman centralized governing.

    “This trend probably shows the deviating development of infrastructural works during the Roman period, i.e. infrastructural works located on less predictable locations because of Roman centralized governing.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The authors may not put it forward as true.

    Premisecitation

    Recently, it has been suggested that especially in delta landscapes other environmental and non-environmental formative processes are of influence on the spatial layout of past route networks.

    “Recently, it has been suggested that especially in these landscapes other environmental (e.g.soil type, groundwater levels) and non-environmental (e.g.political, socioeconomic, religious) formative processes are of influence on the spatial layout of past route networks (e.g.Bell and Lock, 2000;Llobera, 2000;Herzog, 2013a;Van Lanen et al., 2015b;Vletter and Van Lanen, in review).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Bell and Lock, 2000

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

    • cites Llobera, 2000

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

    • cites Herzog, 2013a

      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.

    Interpretationreasoning

    The model is an important first step towards reconstructing overarching connectivity patterns within the study area.

    “The model is an important first step towards reconstructing overarching connectivity patterns within the study area.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    Connectivity patterns encompass more than route networks only.

    “However, connectivity patterns encompass more than route networks only (Fig. 2).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim.

    Interpretationreasoning

    The current NFM showed the need for a quality balance between datasets.

    “The current NFM was developed on a regional scale and showed the need for a quality balance between datasets, since the least accurate data determines the level of detail that can be obtained.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The least accurate data determines the level of detail that can be obtained.
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    The current approach appears to be best suited for supra-regional analyses and would benefit from a combination with other route-network modelling techniques to also allow regional or micro-regional reconstructions.

    “However, the current approach appears to be best suited for supra-regional analyses and would benefit from a combination with other route-network modelling techniques in order to also allow regional or micro-regional reconstructions.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence. It may state two separate claims as one.

    Interpretationreasoning

    The NFM showed the added value of, and need for, more evidence-based and multi-proxy approaches when researching connectivity patterns or solely route networks in the past.

    “The NFM did however show the added value of, and need for, more evidence-based and multi-proxy approaches when researching connectivity patterns or solely route networks in the past.”
    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. It may state two separate claims as one.

    Interpretationreasoning

    Although floods appear to have been of limited influence on route-network evolution in the study area, the developed NFM could benefit from a more detailed analysis of the impact of severe floods on the landscape.

    “Although floods appear to have been of limited influence on the route-network evolution in the study area, the developed NFM could benefit from a more detailed analysis of the impact of severe floods on the landscape.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. It may be too vague to check against evidence.

    Interpretationown data

    Studying connectivity patterns increases understanding of the complex interplay between processes of change and persistence on varying scales.

    “Our research shows that studying these patterns increases our understanding of the complex interplay between processes of change and persistence on varying scales.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The development of settlement patterns and route networks between the Roman period and Early Middle Ages shows possibly more continuity and at least a degree of path dependency.

    “This points towards possibly more continuity and at least a degree of path dependency in the development of settlement patterns and route networks between the Roman period and Early Middle Ages.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Pierik and Van Lanen (this issue) showed that settlement patterns, another factor within connectivity patterns, on the local scale show much less persistence than route networks.

    “Pierik and Van Lanen (this issue) already showed that settlements patterns, another factor within connectivity patterns, on the local scale show much less persistence then route networks.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pierik and Van Lanen (this issue)

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

68 of 68
  • The paper relies on this without support.

    Large-scale spatial patterns (e.g. settlement patterns, route networks, land-use systems) and their dynamics through time on delta-covering scale have not been studied in detail.

    “However, large-scale spatial patterns (e.g.settlement patterns, route networks, land-use systems) and their dynamics through time on delta-covering scale have not been studied in detail.”
  • The authors state this as an assumption.

    More elevated areas had lower groundwater levels and were less prone to floods.

    “We assumed that more elevated areas had lower-groundwater levels and were less prone to floods.”
  • The paper relies on this without support.

    The study area reflects a region where settlement-density differences are minimal, i.e. settlements equally divided in the landscape.

    “3) the study area reflects a region where settlement-density differences are minimal, i.e. settlements equally divided in the landscape.”
  • The authors state this as an assumption.

    Lower areas are generally wetter and more prone to inundation during floods.

    “We assumed that lower areas are generally wetter and also more prone to inundation during floods.”
  • The paper relies on this without support.

    Many shipwrecks have been accurately dated through dendrochronology, making them a high-resolution record of active transport routes.

    “Through dendrochronology many shipwrecks have been dated accurately, and therefore this find category was used as a high-resolution record of active transport routes.”
  • The paper relies on this without support.

    Route zones or movement corridors, even if abandoned, are expected to survive in collective memory.

    “Even if these route zones or movement corridors were at some point abandoned they are expected to survive in the collective memory.”
  • The paper relies on this without support.

    Infrastructural finds are indicative for the presence of past-route networks.

    “Infrastructural finds, e.g.remnants of roads, tracks, jetties and harbours, are indicative for the presence of past-route networks.”
  • The paper relies on this without support.

    The least accurate data determines the level of detail that can be obtained.

    “since the least accurate data determines the level of detail that can be obtained.”
8 of 8

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.

  • Accessibility value 3 is given the wrong class name

    Minor

    The methods call value 3 "reasonably accessible," whereas Table 2 assigns that name to value 4 and calls value 3 "moderately accessible."

  • Figure caption mislabels the 250 m and 500 m route zones

    Minor

    The Figure 11 caption pairs route-zone widths of 100 m, 250 m and 500 m with Rz100, Rz500 and Rz900, respectively. The methods instead define the corresponding labels as rz100, rz250 and rz500.

2 of 2

Citations

Cites

Flagged first, then by citations

3 of the 72 references couldn’t be matched to a known paper.

Research works printed but not linked: 7

  1. Groenhuijzen, 2015, Exploring the dynamics of transport in the Dutch limes. eTopoi journal for ancient studies, Spec. Vol., 4, 15
  2. Jansma, 2014, The Dark Age of the Lowlands in an interdisciplinary light: people, landscape and climate in The Netherlands between AD 300 and 1000, Eur. J. Post. - Cl. Archaeol., 4, 473
  3. Van Es, 2010, Early medieval settlements along the rhine: precursors and contemporaries of Dorestad, J. Archaeol. Low Ctries., 2–1, 5
  4. Van Lanen, 2016, Historische routes in Nederland. Een multidisciplinaire zoektocht naar verdwenen en langdurig gebruikte routetrajecten, Tijdschr. Hist. Geogr. (THG), 1, 12
  5. Van Lanen, 2016, Route persistence. Modelling and quantifying historical route-network stability during the last two millennia: a case study from The Netherlands, Archaeol. Anthropol. Sciences, 1
  6. Verhagen, 2012, A roman puzzle. Trying to find the via belgica with GIS. Thinking beyond the tool: archaeological computing & the interpretive process, BAR Int. Ser., 2344, 123
  7. Weerts, 1995, Late Weichselian and Holocene fluvial palaeogeography of the southern Rhine-Meuse delta (The Netherlands), Geol. Mijnb, 74, 199

Cited by

Sorted by citations

Metadata

Authors
van Lanen, R. J., & Pierik, H. J.
Venue
Quaternary International
Publisher
Elsevier BV
Published
2019-01
Volume
501
Pages
393-412
ISSN
1040-6182 (ISSN-L)
OpenAlex
W2599753102
Cited by
29
References
72
Citations by year
2026: 2 · 2025: 1 · 2023: 12 · 2022: 1 · 2021: 1 · 2020: 2 · 2019: 1
FWCI
6.92
Type
journal article
Language
en
Open access
Locations
  • Quaternary International (publishedVersion)
  • Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
  • Utrecht University Repository (Utrecht University) (submittedVersion)
Funders
NWO (360-60-110)
Topics
  • Social Sciences › Archeology › Archaeological Research and Protection
  • Social Sciences › Arts and Humanities › Archeology (arts and humanities) › Ancient and Medieval Archaeology Studies
  • Social Sciences › Arts and Humanities › History › Viking Age and Medieval Scandinavia
Keywords
route network, connectivity patterns, Rhine-Meuse delta, Roman period, early Middle Ages, network stability, river landscape, Roman Limes, river avulsion, flood regime, settlement dynamics, trade routes

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 2026-11-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).

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

Statistics and arithmetic are recomputed, not judged.

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