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Circuit theory-based cultural heritage corridor network development in Qin River Basin
Open accessAbstract
In the Qin River Basin—a cultural heritage cluster in southeastern Shanxi—existing studies predominantly focus on individual heritage valuation, with limited examination of spatial connectivity patterns. This study examines heritage corridor construction in the Qin River basin using the MCR model’s least-cost path analysis and Circuit model from the Linkage Mapper toolbox. Applying the gravity model, we identified and classified corridors, ultimately selecting high-suitability routes. Key findings include (1) Integration of heritage “source” raster data with resistance surfaces generated 53 potential corridors (total length: 578.48 km); (2) Gravity-based classification yielded 4 primary, 5 secondary, and 12 tertiary corridors; (3) The macro-level network builds a “two vertical-one horizontal” pattern centered on Runcheng Town and Qinyang City, At the micro-level, a multi-dimensional “corridor-station-source” system is constructed to connect heritage nodes through corridors and use key areas as stations.
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Written from the paper’s full text.
TL;DR
This study constructs a cultural heritage corridor network in the Qin River Basin using MCR, circuit theory, and gravity modeling. It identifies 53 potential corridors totaling 578.48 km and classifies them into 4 primary, 5 secondary, and 12 tertiary corridors, proposing a “corridor-station-source” system centered on Runcheng Town and Qinyang City.
Key findings
- Integrating heritage “source” raster data with resistance surfaces generated 53 potential corridors with a total length of 578.48 km; gravity-based classification yielded 4 primary, 5 secondary, and 12 tertiary corridors.
- The macro-level network forms a “two vertical-one horizontal” pattern centered on Runcheng Town and Qinyang City, while the micro-level “corridor-station-source” system connects heritage nodes through corridors and uses key areas as stations.
- Circuit analysis identified 16 obstacle points, of which 10 were located on important corridors; the discussion reports 21 prioritized corridors and 10 critical bottleneck zones.
- From 452 protected cultural units, 177 national/provincial sites were selected (90 national, 87 provincial), and 156 cultural preservation units were ultimately selected as core heritage resources after excluding the lowest-rated “first-level resource points.”
Methods
- The study area is the Qin River Basin across Shanxi and Henan; data included 452 cultural heritage units, 16,781 public-service POIs, and remote-sensing/vector data, with 177 national/provincial units selected for kernel density analysis and 156 core resources retained.
- Kernel density analysis identified heritage “sources”; the MCR model built a comprehensive resistance surface from 14 resistance factors across natural environment, socioeconomic, and public-service dimensions, weighted using AHP/YaaHP.
- Circuit theory via the Linkage Mapper/Circuitscape tools used current threshold 500, voltage difference threshold 10, and connectivity threshold 3; the gravity model then classified corridor importance.
Limitations
- Stated: data accuracy was inconsistent, with high-spatial-resolution remote sensing data (0.5–2 m) alongside ancillary data of coarser granularity (≥30 m), introducing spatial uncertainty in corridor modeling, especially in edge zones.
- Stated: selective sampling was necessary because municipal-level sites (n = 275) were excluded due to documentation gaps (23% coordinate inaccuracies) and lower conservation urgency, while continuous heritage registry updates (average 12% annual increment in Shanxi Province) made complete coverage unfeasible.
- Stated: gravity-model implementation had operator-induced bias from manual exclusion of 9% path segments showing abrupt resistance shifts and classification subjectivity because thresholds relied on expert weighting rather than empirical validation; the text also makes evident that cross-province differences in cultural relics protection norms between Shanxi and Henan hindered unified corridor connectivity.
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Claims the paper makes
0 of 30 cited sources checked · 0 supported · 0 flagged
- Findingown data
Field surveys show that 78.6% of the heritage sites in the Qin River Basin are more than 5 kilometers away from the nearest peer node.
“However, field surveys show that 78.6% of these sites are more than 5 kilometers away from the nearest peer node, and 34% of the ancient villages are at risk of building collapse due to population loss.”
Quote in the paperSubstantial claim - Findingown data
Qinyang City in Henan Province forms a sub-center core area of cultural heritage concentration in the Qin River Basin.
“In addition, with the southeast of Qinyang City, Henan Province as the central point, the core area is mainly concentrated in Qinyang City, forming a sub-center.”
Quote in the paperSubstantial claim - Findingown data
The macro-level heritage corridor network forms a 'two vertical-one horizontal' pattern centered on Runcheng Town and Qinyang City.
“The macro-level network builds a”
Quote in the paperSubstantial claim - Findingcitation
A spatial pattern was formed, centered on Runcheng Town in Yangcheng County and Qinyang City in Henan Province, and spread out to the surrounding areas.
“A spatial pattern was formed, centered on Runcheng Town in Yangcheng County and Qinyang City in Henan Province, and spread out to the surrounding areas 46 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [46] Jin, B., Xie, Z., Ke, S., Geng, J. & Pan, H. Construction and optimization of ecological corridor in Putian city based on MCR and HY models. J. Southwest Forestry Univ. (Nat. Sci.) 44, 79–87 (2024).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingreasoning
A high-vitality area with light intensity higher than 35 nW/cm2·sr could carry supporting functions such as tourist service center and cultural and creative commerce.
“the high-vitality area with light intensity higher than 35nW/cm²•sr could carry supporting functions such as tourist service center and cultural and creative commerce.”
Quote in the paperSubstantial claim- Rests on an assumption: Nighttime light data can measure the level of regional economic development.
- Findingnone given
When the spatial coupling degree between the POI and the catering facilities in the scenic area reaches 0.68, the attenuation rate of the resistance value increases.
“When the spatial coupling degree between the POI and the catering facilities in the scenic area reaches 0.68, the attenuation rate of the resistance value increases (Fig. 6).”
Quote in the paperNot a substantial claim - Findingreasoning
A corridor structure with the Qin River Basin as the main axis was formed in the study area.
“In general, a corridor structure with the Qin River Basin as the main axis was formed in the study area.”
Quote in the paperSubstantial claim - Findingown data
The distribution of tangible cultural heritage in the Qin River Basin has obvious river basin characteristics, generally concentrated in the middle and lower reaches.
“In conclusion, from the distribution of the spatial kernel density of the tangible cultural heritage in the Qin River Basin, it is found that the distribution of the heritage has obvious river basin characteristics, which are generally concentrated in the middle and lower reaches of the Qin River Basin, which is richer in ecological and cultural resources.”
Quote in the paperSubstantial claim - Findingreasoning
After excluding the lowest-rated first-level resource points, 156 cultural preservation units were selected as core heritage resources.
“Following the exclusion of the lowest-rated”
Quote in the paperSubstantial claim - Findingown data
The obstacle points of the heritage corridor are mainly spatially distributed near the cultural preservation units and around the urban land.
“The obstacle points of the heritage corridor are mainly spatially distributed near the cultural preservation units and around the urban land.”
Quote in the paperSubstantial claim - Findingreasoning
The nighttime light index was significantly positively correlated with the suitability of leisure activities (R2 ≥ 0.72).
“the NTL index was significantly positively correlated with the suitability of leisure activities (R² ≥ 0.72)”
Quote in the paperSubstantial claim- Rests on an assumption: Nighttime light data can measure the level of regional economic development.
- Findingown data
Tuwo Township in Qinshui County and the southwest of Jiyuan City in Henan Province form small core areas of cultural heritage concentration.
“With Tuwo Township in Qinshui County and the southwest of Jiyuan City in Henan Province as the central points, a small core area has been formed.”
Quote in the paperSubstantial claim - Findingown data
Gravity-based classification of the corridors yielded 4 primary, 5 secondary, and 12 tertiary corridors.
“Gravity-based classification yielded 4 primary, 5 secondary, and 12 tertiary corridors;”
- Also stated in: § Construction of the heritage corridor network system in the Qin River Basin · plain
“corridors with force values greater than 3000 are defined as firstclass corridors, a total of 4; G value 1000-3000 is a secondary corridor, a total of 5; G value 300-1000 is a three-level corridor, a total of 12.”
Quote in the paperSubstantial claim- The authors state this as an assumption: The interaction force between heritage sources calculated by the gravity model indicates the importance of the connected heritage corridor.
- Also stated in: § Construction of the heritage corridor network system in the Qin River Basin · plain
- Findingown data
34% of the ancient villages in the Qin River Basin are at risk of building collapse due to population loss.
“However, field surveys show that 78.6% of these sites are more than 5 kilometers away from the nearest peer node, and 34% of the ancient villages are at risk of building collapse due to population loss.”
Quote in the paperSubstantial claim - Findingown data
The investigation identified a total of 452 protected cultural units in the Qin River Basin, including national, provincial, and municipal-level sites.
“Through a systematic analysis of cultural heritage units in the Qin River Basin, our investigation identified a total of 452 protected cultural units, including national, provincial, and municipal-level sites.”
Quote in the paperSubstantial claim - Findingown data
The initial inventory encompassed 452 cultural heritage sites across national, provincial, and municipal protection tiers in the Qinhe River Basin.
“Secondly, the initial inventory encompassed 452 cultural heritage sites across national, provincial, and municipal protection tiers in the Qinhe River Basin.”
Quote in the paperNot a substantial claim - Findingreasoning
By integrating current density mapping, the study achieved closed-loop network design for cultural heritage corridors in the Qin River Basin.
“By integrating current density mapping, we achieved closed-loop network design for cultural heritage corridors in the Qin River Basin.”
Quote in the paperSubstantial claim - Findingreasoning
The resulting hierarchical node-corridor-service station spatial framework anchors 177 national and provincial heritage sites as cultural hubs, leveraging historical trade routes and modern transportation networks as spatial foundations.
“The resulting hierarchical “node-corridor-service station” spatial framework anchors 177 national and provincial heritage sites as cultural hubs, leveraging historical trade routes and modern transportation networks as spatial foundations.”
Quote in the paperSubstantial claim- Rests on an assumption: The 177 nationally protected sites retained are sufficient to represent the cultural heritage network of the Qin River Basin.
- Interpretationreasoning
The design of closed-loop networks plays a strong supporting role in cross-regional protection.
“Firstly, the design of closed-loop networks plays a strong supporting role in cross-regional protection.”
Quote in the paperNot a substantial claim - Premisecitation
Existing research on the evaluation of cultural heritage resource value and the construction of heritage corridors in the Yellow River region is relatively scarce.
“However, existing research on the evaluation of a cultural heritage resource value and the construction of heritage corridors in this region is relatively scarce 5 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5] Sui, Q. Research on the overall protection of the Yellow River Cultural Heritage from The Perspective of Cultural Routes. Int. J. Educ. Humanit. 5, 128–132 (2022). source
- Premisecitation
Over-commercialization has led to the loss of authenticity of some heritage sites, such as the excessive conversion of Douzhuang Castle into a commercial district.
“However, over-commercialization has led to the loss of authenticity of some heritage sites (e.g., the excessive conversion of Douzhuang Castle into a commercial district) 37 .”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [37] Shi, K., Bi, Y. & Ren, C. Protect the overall beauty of historical stacking—Analysis of the spatial pattern of Douzhuang Castle in Qinshui County, Shanxi Province. Beijing Traffic Dly. 34, 128–132 (2010). (In Chinese).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationnone given
These obstacle areas are hampered by anthropogenic activities (e.g., urban sprawl) or natural conditions (e.g., topographical barriers).
“These areas are hampered by anthropogenic activities (e.g., urban sprawl) or natural conditions (e.g., topographical barriers).”
Quote in the paperNot a substantial claim - Interpretationreasoning
The lower the resistance value, the more conducive to the development of heritage recreation activities.
“and the lower the resistance value, the more conducive to the development of heritage recreation activities.”
Quote in the paperSubstantial claim - Premisecitation
The current regional, segmented, and unit-based protection models have resulted in the fragmentation and isolation of heritage conservation efforts.
“The current regional, segmented, and unitbased protection models have resulted in the fragmentation and isolation of heritage conservation efforts 6 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [6] Searns, R. M. The evolution of greenways as an adaptive urban landscape form. Landsc. Urban Plan. 33, 65–80 (1995). source
- Premisereasoning
There is a gap in the application of circuit theory in heritage corridors.
“Secondly, there is a gap in the application of circuit theory in heritage corridors.”
Quote in the paperSubstantial claim - Premisecitation
Existing research has primarily focused on the categorization of ecological corridors while ignoring the classification of heritage corridors.
“Thirdly, the existing research has primarily focused on the categorization of ecological corridors [30][31][32] while ignoring the classification of heritage corridors.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [30] Zhang, Y.-Z. et al. Construction and optimization of an urban ecological security pattern based on habitat quality assessment and the minimum cumulative resistance model in Shenzhen City, China. Forests 12, 847 (2021). source
- cites [31] Feng, M., Zhao, W. & Zhang, T. Construction and optimization strategy of county ecological infrastructure network based on MCR and gravity model—a case study of Langzhong County in Sichuan Province. Sustainability 15, 8478 (2023). source
- cites [32] Tang, F. et al. Linking ecosystem service and MSPA to construct landscape ecological network of the Huaiyang section of the Grand Canal. Land 10, 919 (2021). source
- Premisenone given
Compared to the minimum resistance model that relies on a single optimal path, circuit theory can identify multi-path networks and key 'bottleneck' areas.
“Compared to the minimum resistance model that relies on a single optimal path, circuit theory can identify multi-path networks and key”
Quote in the paperNot a substantial claim - Study design and conductnone given
Manual exclusion of 9% of path segments showing abrupt resistance shifts lacked systematic criteria.
“Operator-induced bias: Manual exclusion of 9% path segments showing abrupt resistance shifts lacked systematic criteria.”
Quote in the paperNot a substantial claim - Study design and conductnone given
The results of the heritage corridor construction method obtained based on the minimum cumulative resistance model, Circuit theory, and kernel density analysis are reliable.
“Although the results of the heritage corridor construction method obtained based on the minimum cumulative resistance model and the Circuit theory and kernel density analysis are reliable, this study still inevitably had some shortcomings:”
Quote in the paperSubstantial claim - Interpretationreasoning
Circuit theory, by simulating the current-conduction characteristics of cultural resources in space, provides a new paradigm for cross-scale network optimization.
“Circuit theory, by simulating the “current conduction” characteristics of cultural resources in space, provides a new paradigm for cross-scale network optimization”
Quote in the paperNot a substantial claim- Rests on an assumption: Cultural resources in geographic space can be modeled as electrical current flowing through a resistance surface.
- Probably not a substantial claim. 10
- It may state two separate claims as one. 46
- The quote only partly states this claim. 1
Probably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
Findingnone givenThree-dimensional terrain factors such as elevation, slope and topographic undulation are positively correlated with spatial resistance, and the suitability of the corresponding area decreases by 15%-20% for every 10% increase in terrain complexity.
“Three-dimensional terrain factors such as elevation, slope and topographic undulation are positively correlated with spatial resistance, and the suitability of the corresponding area decreases by 15%-20% for every 10% increase in terrain complexity.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingnone givenThe terrain of the first-class corridor area is flat, belonging to the river valley plain landform, the ecological environment is superior, and the spatial resistance is low.
“In addition, the terrain of this area is flat, belonging to the river valley plain landform, the ecological environment is superior, and the spatial resistance is low.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningThe middle and lower reaches of the Qin River Basin are more adaptable to the construction of heritage corridors than Anze County, mainly including Jiafeng Town, Runcheng Town, Beiliu Town, Fengcheng Town, Jiyuan City, and Qinyang City.
“The middle and lower reaches of the Qin River Basin are more adaptable to the construction of heritage corridors than those in Anze County, mainly including: Jiafeng Town, Runcheng Town, Beiliu Town, Fengcheng Town, Jiyuan City, and Qinyang City.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingcitationThis study constructed a two-vertical-and-one-horizontal networked corridor by coupling the natural hydrological system of the Qin River Basin with cultural heritage nodes, breaking away from the traditional reliance on artificial linear heritage.
“This study couples the natural hydrological system of the Qin River Basin with cultural heritage nodes to construct a “two vertical and one horizontal” networked corridor, breaking away from the traditional reliance on artificial linear heritage [13][14][15][16] .”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [13] García-Mayor, C., Martí, P., Castaño, M. & Bernabeu-Bautista, Á. The unexploited potential of converting rail tracks to Greenways: The Spanish Vías Verdes. Sustainability 12, 881 (2002). source
- cites [14] Li, H. et al. Identifying cultural heritage corridors for preservation through multi dimension alnet work connectivity analysis—a case study of the ancient Tea-Horse Road in Simao, China. Landsc. Res. 46, 20 (2024).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [15] Éndez, M. L., Lmo, R. M., Ruiz, R. & Yala, D. P. An interdisciplinary methodology for the characterization and visualization of the heritage of roadway corridors. Geogr. Rev. 106, 489–515 (2016). source
- cites [16] Lin, F., Zhang, X., Ma, Z. & Zhang, Y. Spatial structure and corridor construction of intangible cultural heritage: a case study of the Ming Great Wall. Land 11, 24 (2020).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Rests on an assumption: The natural hydrological system of the Qin River Basin is a suitable spatial template for cultural heritage corridors.
It may state two separate claims as one.
Findingnone givenThe source of the Jiyuan-Qinyang section of Henan Province has a high-grade corridor and maintains a single east-west direction.
“The “source” of the Jiyuan-Qinyang section of Henan Province has a high-grade corridor and maintains a single east-west direction (Fig. 11).”
Quote in the paperNot a substantial claimProbably not a substantial claim. It may state two separate claims as one.
FindingreasoningAreas with high agglomeration degree of cultural heritage were designated as first-class sources, and medium and medium-high density areas as second-level sources.
“Finally, due to the polycentric agglomeration of cultural heritage sites in the region, the scale of cultural heritage monomers is too small, and the areas with high agglomeration degree are designated as first-class sources, and medium-and medium high density are second-level sources (Fig. 3).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningAn area with a kernel density value of >5.2/km2 forms a composite service core, and the spatial constraint coefficient is reduced to 0.25-0.45.
“the area with a density value of >5.2/km² forms a composite service core, and the spatial constraint coefficient is reduced to 0.25-0.45”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe 'post stations' are mainly concentrated in Jiafeng Town, Runcheng Town, Fengcheng Town, Beiliu Town and Qinyang City, but there are obvious differences in the distribution of their hierarchical characteristics, and most of the first-class 'post stations' are located in the middle reaches of the Qin River.
“It can be seen from the chart that the”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningThe higher the kernel density value, the stronger the agglomeration of public services, the better the related service capacity, and the smaller the resistance value.
“By analyzing the spatial distribution characteristics of service facilities such as accommodation, catering and scenic spots in the study area, the higher the kernel density value, the stronger the agglomeration of public services, the better the related service capacity, and the smaller the resistance value.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningThe study selected 177 cultural heritage units for analysis, comprising 90 nationally protected heritage sites and 87 provincially protected sites.
“Consequently, this study selected 177 cultural heritage units for analysis, comprising 90 nationally protected heritage sites and 87 provincially protected sites (Table 2).”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe first-class corridor is mainly concentrated between Jiafeng Town and Runcheng Town, and belongs to the valley corridor area in the middle reaches of the Qin River.
“As can be seen from the figure, the first-class corridor is mainly concentrated between Jiafeng Town and Runcheng Town, and belongs to the valley corridor area in the middle reaches of the Qin River.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
Findingnone givenWithin 500 m of the national/provincial highway, the accessibility of the leisure node is increased by 40%, and the resistance coefficient is attenuated by an exponential function.
“within 5 ≤ 00 m of the national/provincial highway, the accessibility of the leisure node is increased by 40%, and the resistance coefficient is attenuated by an exponential function.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingnone givenThe cultural heritage in the first-class corridor area is densely distributed, including Xiangyu Castle, Douzhuang Castle, Guobi Ancient Village, etc., and the heritage sites are relatively small and easy to connect.
“The cultural heritage in this area is densely distributed, including Xiangyu Castle, Douzhuang Castle, Guobi Ancient Village, etc., and the heritage sites are relatively small and easy to connect.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe comprehensive resistance value in the study area ranges from 1.7 to 7.5, with an average resistance of about 4.6, indicating that the formation of the heritage corridor as a whole faced a moderate degree of resistance.
“the range of the comprehensive resistance value in the study area was 1.7-7.5, and the average resistance was about 4.6, indicating that the formation of the heritage corridor as a whole faced a moderate degree of resistance.”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataIntegration of heritage 'source' raster data with resistance surfaces generated 53 potential corridors with a total length of 578.48 km in the Qin River Basin.
“Integration of heritage”
- Also stated in: § Construction of the heritage corridor network system in the Qin River Basin · plain
“The result is a potential 53 heritage corridors with a total length of 578.48 km.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Spatial barriers between cultural heritage nodes can be treated as electrical resistance, and cultural flow between heritage elements can be simulated as current, so that high current areas represent key corridors or protection priority areas.
- Also stated in: § Construction of the heritage corridor network system in the Qin River Basin · plain
It may state two separate claims as one.
Findingown dataThe valley corridor in the middle reaches of the Qin River takes the first-class source as the core, forming a clear network, and the cultural heritage there is dense with small distribution spacing, which is easy to connect.
“Among them, the valley corridor in the middle reaches of the Qin River takes the first-class source as the core, forming a clear network, and at the same time, the cultural heritage here is dense, and the distribution spacing is small, which is easy to connect.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataWith Circuitscape in GIS, a total of 16 obstacles were identified, among which 10 were located on important corridors and were key obstacles.
“With the Circuitscape in GIS, a total of 16 obstacles were identified, among which 10 were located on important corridors and were key obstacles that needed to be accurately identified and solved later (Fig. 10).”
Quote in the paperSubstantial claim- The authors state this as an assumption: Spatial barriers between cultural heritage nodes can be treated as electrical resistance, and cultural flow between heritage elements can be simulated as current, so that high current areas represent key corridors or protection priority areas.
It may state two separate claims as one.
Findingown dataIn the south, a cultural-ecological corridor in the lower reaches of the Qin River is formed along the main road from east to west, and the two cores are connected by multiple branch lines, strengthening the north-south connectivity.
“In the south, a cultural-ecological corridor in the lower reaches of the Qin River is formed along the main road from east to west, and the two cores are connected by multiple branch lines, strengthening the north-south connectivity.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingnone givenThe source and corridors of the divergent heritage network centered on Runcheng Town in the middle reaches of the Qin River are of high grade and concentrated distribution, forming a cultural heritage network with a high degree of integration.
“In general, the “source” and corridors of the divergent heritage network centered on Runcheng Town in the middle reaches of the Qin River are of high grade and concentrated distribution, forming a cultural heritage network with a high degree of integration.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
Findingown dataMunicipal-level sites (n = 275) were excluded due to documentation gaps (23% coordinate inaccuracies per validation sampling) and relatively lower conservation urgency.
“Municipal-level sites (n = 275) were excluded due to documentation gaps (23% coordinate inaccuracies per validation sampling) and relatively lower conservation urgency.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
FindingreasoningIn the construction of the heritage corridor, a closed loop was generated by using Circuit theory, and the corridor generated by Circuit theory shows obvious networking characteristics, forming a complete closed-loop structure that accurately meets the needs of ring line design.
“the construction of heritage corridor, a closed loop was generated by using Circuit theory, it can be seen intuitively that the corridor generated by the Circuit theory shows obvious networking characteristics, forming a complete closedloop structure, which accurately meets the needs of ring line design.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingreasoning177 nationally protected sites were retained for analysis, yielding 22 heritage source areas through optimized bandwidth parameterization using Silverman's rule.
“Consequently, 177 nationally protected sites were retained for analysis, yielding 22 heritage source areas through optimized bandwidth parameterization (Silverman's rule).”
Quote in the paperSubstantial claim- Rests on an assumption: The 177 nationally protected sites retained are sufficient to represent the cultural heritage network of the Qin River Basin.
It may state two separate claims as one.
Findingown dataKey outcomes include the identification of 21 prioritized corridors and 10 critical bottleneck zones, alongside gravity model-based corridor classification.
“Key outcomes include the identification of 21 prioritized corridors and 10 critical bottleneck zones, alongside gravity model-based corridor classification.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Findingown dataThe Qin River Basin contains 452 material cultural heritage sites, including 90 national, 87 provincial, and 275 municipal sites.
“| Total | 90 | 87 | 275 | 452 | 100 |”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
FindingreasoningThe application of circuit theory results in a closed loop structure for the corridor network, better aligning with the natural connectivity of the basin's ecology and culture.
“The application of circuit theory results in a closed loop structure for the corridor network, better aligning with the natural connectivity of the basin's ecology and culture, echoing the need for an “organic growth corridor” mentioned in the introduction”
Quote in the paperNot a substantial claimProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
Interpretationnone givenThe poor connectivity of the two corridors is mainly due to differences in cultural relics protection norms between Shanxi and Henan provinces, lack of attention from relevant cultural protection departments, and failure to form a unified cultural heritage corridor.
“However, the poor connectivity of the two corridors is mainly due to the differences in the cultural relics protection norms between Shanxi and Henan provinces, and the failure to receive the attention of the relevant cultural protection departments, and the failure to form a unified cultural heritage corridor.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
InterpretationreasoningThe distribution of low-grade corridors is relatively scattered, indicating that the construction of heritage corridors in these areas faces greater resistance, further highlighting the necessity of high-grade corridor construction.
“In contrast, the distribution of low-grade corridors is relatively scattered, indicating that the construction of heritage corridors in these areas faces greater resistance, further highlighting the necessity of high-grade corridor construction.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Interpretationnone givenAt the micro-level, the study constructs a multi-dimensional 'corridor-station-source' system to connect heritage nodes through corridors and use key areas as stations.
“At the micro-level, a multi-dimensional”
Quote in the paperSubstantial claimIt may state two separate claims as one.
Interpretationown dataThe resulting corridor network is a network structure that diverges outward from Runcheng Town and Qinyang City as the core areas, and this structure enhances the overall connectivity and resilience of the corridor network.
“As can be seen from Fig. 8, the resulting corridor network is a network structure that diverges outward from Runcheng Town and Qinyang City as the core areas (such as the Jiafeng section, the middle and lower reaches of the Qin River), and this structure enhances the overall connectivity and resilience of the corridor network.”
Quote in the paperSubstantial claim- The authors state this as an assumption: Spatial barriers between cultural heritage nodes can be treated as electrical resistance, and cultural flow between heritage elements can be simulated as current, so that high current areas represent key corridors or protection priority areas.
It may state two separate claims as one.
PremisecitationThe Qin River Basin contains 43 military heritages, 27 traditional villages, and ancient water conservancy engineering systems such as Fangkou Weir and Guangli Canal.
“There are 43 military heritages such as the ruins of the Great Wall of the Ming Dynasty and the ancient castles of Douzhuang, 27 traditional villages such as Guobi and Xiangyu, and ancient water conservancy engineering systems such as Fangkou Weir and Guangli Canal, which together constitute the testimony of the composite function of”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [4] Liu, C. & Xu, M. Characteristics and influencing factors on the hollowing of traditional villages-taking 2645 villages from the Chinese Traditional Village Catalogue (Batch 5) as an Example. Int. J. Environ. Res. Public Health 18, 12759 (2021). source
It may state two separate claims as one.
InterpretationreasoningCompared to traditional methods, the constructed corridor-station-source system enhances the connectivity of the heritage network and achieves a dynamic balance between protection intensity and utilization intensity through hierarchical strategies, providing a replicable approach for the construction of a cultural-ecological community in the Yellow River Basin.
“Compared to traditional methods, the constructed“ corridor-station-source”; system not only enhances the connectivity of the heritage network but also achieves a dynamic balance between protection intensity and utilization intensity through hierarchical strategies, providing a replicable approach for the construction of a “cultural-ecological community” in the Yellow River Basin.”
Quote in the paperSubstantial claimProbably not a substantial claim. It may state two separate claims as one.
Interpretationnone givenThere are significant differences in the spatial accessibility of different levels of roads, and optimizing the structure and quality of roads is the key to improving regional spatial accessibility.
“In addition, there are significant differences in the spatial accessibility of different levels of roads, and optimizing the structure and quality of roads is the key to improving regional spatial accessibility.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
PremisecitationStudies on the Qinling Mountains highlight that administrative divisions disrupt ecological and cultural continuity, with localized policies often prioritizing economic development over holistic heritage integration.
“For instance, studies on the Qinling Mountains highlight how administrative divisions disrupt ecological and cultural continuity, with localized policies often prioritizing economic development over holistic heritage integration 7,8 .”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [7] Ren, L. & Lei, W. Research on the evaluation of ecotourism resources: based on the AHP model. Math. Probl. Eng. 7398537, 10 (2022).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [8] Yu, K. H., Gong, J., Jing, Y., Liu, S. Q. & Liang, S. H. Theory to measure growth boundaries, planning, and regulation in the Qinling and Bashan mountain regions. Appl. Fractal 42, 116–119 (2017).
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.
PremisecitationYu and Zhu have critiqued the siloed approach, emphasizing that the lack of cross-regional coordination weakens the systemic protection of linear heritage networks and fails to address ecological-cultural interdependencies.
“Yu and Zhu have critiqued this siloed approach, emphasizing that the lack of cross-regional coordination weakens the systemic protection of linear heritage networks (e.g., ancient trade routes, hydrological systems) and fails to address ecological-cultural interdependencies 9,10 .”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [9] Yu, K. J., Xi, X. S., Li, D. H., Li, H. L. & Liu, K. On the construction of the national linear culture heritage network in China. Hum. Geogr. 4, 11–16+116 (2009).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [10] Zhu, H., Zhao, R. & Xi, T. D. The protection research on lineal cultural heritages of Chinese Canal from cultural routes: a case of Anhui Section of Chinese Canal of Sui and Tang Dynasty. Hum. Geogr. 28, 70–73 (2013).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
InterpretationreasoningThe area where high-grade corridors are located is not only the core area of culture and economy, but also has a smooth transportation network with the surrounding areas, close cultural relations and frequent exchanges, which has laid an important foundation for the construction of regional heritage corridors in the future.
“The area where these high-grade corridors are located is not only the core area of culture and economy, but also has a smooth transportation network with the surrounding areas, close cultural relations and frequent exchanges, which has laid an important foundation for the construction of regional heritage corridors in the future.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
InterpretationreasoningThe high, medium and high suitable areas have obvious linear characteristics in spatial distribution, highly consistent with the direction of traffic arteries, indicating that traffic conditions have an important impact on the layout of heritage corridors.
“It is worth noting that the high, medium and high suitable areas have obvious linear characteristics in terms of spatial distribution, which are highly consistent with the direction of traffic arteries, indicating that traffic conditions have an important impact on the layout of heritage corridors and constitute the core components of the potential heritage corridor network.”
Quote in the paperSubstantial claimIt may state two separate claims as one.
InterpretationreasoningA high nighttime light index indicates that the economic vitality of the region is high, which is conducive to the development of rest and entertainment-related services.
“Therefore, a high nighttime light index indicates that the economic vitality of the region is high, which is conducive to the development of rest and entertainment-related services.”
Quote in the paperSubstantial claim- Rests on an assumption: Nighttime light data can measure the level of regional economic development.
It may state two separate claims as one.
PremisecitationThe research method of heritage corridor construction takes MCR (minimum cumulative resistance) as the mainstream, but the coupling consideration of circuit theory is insufficient.
“The research method of heritage corridor construction takes MCR (minimum cumulative resistance) as the mainstream, but the coupling consideration of circuit theory is insufficient 26 .”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [26] Wang, Q., Yang, C., Wang, J. & Tan, L. Tourism in Historic Urban Areas: construction of cultural heritage corridor based on minimum cumulative resistance and gravity model—a case study of Tianjin. China Build. 14, 2144 (2024). source
Probably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
PremisecitationAcademic contributions have emphasized the significant role of cultural corridor construction in promoting regional development.
“Academic contributions have emphasized the significant role of cultural corridor construction in promoting regional development 50 .”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [50] Xu, H., Plieninger, T. & Primdahl, J. A systematic comparison of cultural and ecological landscape corridors in Europe. Land 8, 41 (2019). source
It may state two separate claims as one.
InterpretationreasoningThe economy of the towns along the first-class corridor route is active, the infrastructure is perfect, and the feasibility of corridor construction is high.
“The economy of the towns along the route is active, the infrastructure is perfect, and the feasibility of corridor construction is high.”
Quote in the paperSubstantial claimProbably not a substantial claim. The paper’s conclusions may not depend on it.
InterpretationcitationThis approach aligns with Li et al.'s emphasis on the coupling of humanistic and natural elements.
“This aligns with Li et al.'s 25 emphasis on “the coupling of humanistic and natural elements.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [25] Li, X., Zhu, R., Shi, C., Chen, J. & Wei, K. Research on the construction of intangible cultural heritage corridors in the Yellow River Basin based on geographic information system (GIS) technology and the minimum cumulative resistance (MCR) model. Herit. Sci. 12, 271 (2024). source
It may state two separate claims as one.
PremisecitationExisting studies often use the Minimum Cumulative Resistance (MCR) model for corridor generation, but this method has limitations in addressing network closure design and multi-path optimization.
“Secondly, existing studies often use the Minimum Cumulative Resistance (MCR) model for corridor generation 25,31 , but this method has limitations in addressing network closure design and multi-path optimization 42,47 .”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [25] Li, X., Zhu, R., Shi, C., Chen, J. & Wei, K. Research on the construction of intangible cultural heritage corridors in the Yellow River Basin based on geographic information system (GIS) technology and the minimum cumulative resistance (MCR) model. Herit. Sci. 12, 271 (2024). source
- cites [31] Feng, M., Zhao, W. & Zhang, T. Construction and optimization strategy of county ecological infrastructure network based on MCR and gravity model—a case study of Langzhong County in Sichuan Province. Sustainability 15, 8478 (2023). source
- cites [42] Zhang, L. X., Chai, B. & Zhang, Y. A comparative study on ecological networks based on MCR-Gravity model and circuit theory: a case study of Jining City. Ecol. Sin. 1, 13 (2025).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [47] Ma, W. Research on line selection of Ganquan Long March Cultural Heritage Corridor based on MCR model (Xi’ an University of Architecture and Technology). Master’s Dissertation (2024) (In Chinese).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
Interpretationnone givenThis study innovatively applied circuit theory to simulate the spatial transmission dynamics of cultural resources, overcoming the linear path limitations of traditional minimum cumulative resistance (MCR) models.
“This study innovatively applied circuit theory to simulate the spatial transmission dynamics of cultural resources, overcoming the linear path limitations of traditional minimum cumulative resistance (MCR) models.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural resources in geographic space can be modeled as electrical current flowing through a resistance surface.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
Study design and conductreasoningThe corridor importance matrix categorized levels based on resistance quintiles, yet threshold determination relied disproportionately on expert weighting versus empirical validation.
“Classification subjectivity: The corridor importance matrix categorized levels based on resistance quintiles, yet threshold determination relied disproportionately on expert weighting versus empirical validation.”
Quote in the paperNot a substantial claimIt may state two separate claims as one.
InterpretationreasoningThe advantage of Circuit theory lies in its path optimization capability; by simulating the flow process of cultural resources in geographic space and considering resistance and current density, a highly optimized spatial network is generated.
“The advantage of the Circuit theory lies in its path optimization capability based on the Circuit theory.By simulating the flow process of cultural resources in geographic space and comprehensively considering factors such as resistance and current density, a highly optimized spatial network is generated.”
Quote in the paperSubstantial claim- Rests on an assumption: Cultural resources in geographic space can be modeled as electrical current flowing through a resistance surface.
Probably not a substantial claim. It may state two separate claims as one.
InterpretationcitationThe multi-dimensional hierarchical system proposed in this paper makes up for the lack of cultural value stratification in the double-main-ring-and-multiple-branches structure of the Taihu heritage network and provides a scientific basis for differentiated protection strategies.
“The multi-dimensional hierarchical system proposed in this paper makes up for the lack of cultural value stratification in the “double main ring and multiple branches” structure of Taihu heritage network 35,36 , and provides a scientific basis for differentiated protection strategies.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [35] Mazzanti, M. Cultural heritage as multi-dimensional, multi-value and multi-attribute economic good: toward a new framework for economic analysis and valuation. J. Socio-Econ. 31, 529–558 (2002). source
- cites [36] Wu, Y. et al. The research on the construction of Traditional Village Heritage Corridors in the Taihu Lake region based on the current effective conductance (CEC) theory. Buildings 15, 472 (2025). source
It may state two separate claims as one.
Interpretationown dataUnlike corridors constructed by Ten et al. based solely on natural factors such as terrain and slope, this study is the first to integrate socio-economic elements such as nighttime light index and dining and accommodation POIs, making the resistance surface more closely aligned with the actual needs of heritage tourism.
“Unlike the corridors constructed by Ten et al. in the introduction [53][54][55] , which were based solely on natural factors such as terrain and slope, this study is the first to integrate socio-economic elements such as nighttime light index and dining and accommodation POIs (Figs. 56), making the resistance surface more closely aligned with the actual needs of”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [53] Ten, Y. Xiaohe ancient road heritage corridor construction based on minimum cumulative resistance model. Planners 36, 66–70 (2020).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [54] Yuan, Y., Xu, J. & Zhang, X. Construction of heritage corridor network based on suitability analysis: a case study of the ancient capital of Luoyang. Remote Sens. Inf. 29, 117–124 (2014).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [55] Marques, L. F., Tenedório, J. A., Burns, M. & Romão, T. Cultural heritage 3D modelling and visualisation within and augmented reality environment, based on geographic information technologies and mobile platforms. Arch. Archit. City Environ. 11, 117–136 (2017).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
InterpretationcitationThis approach integrates the Qin River Basin into a corridor system interconnected through cultural heritage, emphasizing the spatial relationship between heritage distribution and corridor networks, aligning with the principle of trans-regional conservation and utilization of heritage corridors.
“This approach integrates the Qin River Basin into a corridor system interconnected through cultural heritage 51 , emphasizing the spatial relationship between heritage distribution and corridor networks, which aligns with the principle of “trans-regional conservation and utilization of heritage corridors 52”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [51] Cheng, S. & Zhang, Y. The key to high-quality development of national cultural parks. J. Tour. 37, 8–10 (2022).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [52] Wu, Q. & Wen, Y. A Dutch heritage policy for spatial planning in the 21st century. Famous Cities 36, 46–52 (2022).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
It may state two separate claims as one.
Interpretationnone givenThis study validates heritage corridors as a viable solution to administrative fragmentation and advances quantitative modeling tools for spatial governance of cultural-ecological communities.
“This study not only validates heritage corridors as a viable solution to administrative fragmentation but also advances quantitative modeling tools for spatial governance of “cultural-ecological communities.”
Quote in the paperNot a substantial claim
The authors state this as an assumption.
Spatial barriers between cultural heritage nodes can be treated as electrical resistance, and cultural flow between heritage elements can be simulated as current, so that high current areas represent key corridors or protection priority areas.
“This study uses circuit theory to construct heritage corridors, treating spatial barriers between cultural heritage nodes (such as terrain, urbanization, and transportation networks) as”
“Simulate the”
The paper relies on this without support.
Nighttime light data can measure the level of regional economic development.
“nighttime light data can measure the level of economic development of a region”
“the nighttime light index (NTL) was used to quantify the level of regional economic development”
The authors state this as an assumption.
The interaction force between heritage sources calculated by the gravity model indicates the importance of the connected heritage corridor.
“the stronger the interaction between the sources and the more important the connected heritage corridors were”
“Corridors are graded according to their G-values, with higher G-values indicating greater interaction and greater importance of connectivity between the two sites.”
The paper relies on this without support.
The lack of effective spatial connections between heritage sites breaks historical context, limits interpretation of cultural values, and leaves heritage protection and development under potential threats.
“Due to the lack of effective spatial connections between heritage sites, the historical context is broken, and the interpretation of cultural values is limited, and the protection and development of heritage are still under potential threats.”
The paper relies on this without support.
The Qin River Basin is one of the basins with the highest density of Chinese heritage in the first-class tributaries of the Yellow River.
“As one of the basins with the highest density of Chinese heritage in the first-class tributaries of the Yellow River”
The paper relies on this without support.
Cultural resources in geographic space can be modeled as electrical current flowing through a resistance surface.
“Circuit theory, by simulating the “current conduction” characteristics of cultural resources in space, provides a new paradigm for cross-scale network optimization”
The paper relies on this without support.
The natural hydrological system of the Qin River Basin is a suitable spatial template for cultural heritage corridors.
“This study couples the natural hydrological system of the Qin River Basin with cultural heritage nodes to construct a “two vertical and one horizontal” networked corridor, breaking away from the traditional reliance on artificial linear heritage [13][14][15][16] .”
The paper relies on this without support.
The 177 nationally protected sites retained are sufficient to represent the cultural heritage network of the Qin River Basin.
“Consequently, 177 nationally protected sites were retained for analysis, yielding 22 heritage source areas through optimized bandwidth parameterization (Silverman's rule).”
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.
Historic-building row does not add up
MinorThe national, provincial, and municipal counts sum to 234, not the reported 244.
Reported 244 · recomputed 234
“| Historic building | 28 | 42 | 164 | 244 | 51.55 |”
The interaction matrix has 14 rather than 15 source indices
MinorThe results say the top 15 sources were selected for pairwise gravity calculations, but Table 4's interaction matrix has indices only from 1 through 14.
“The top 15 heritage "sources" with high agglomeration were selected as the research objects, and these "source" sites had higher heritage value and more concentrated distribution.Based on a gravity model, the G-values between each pair of sites are calculated, quantifying the intensity of the interaction between them.”
“| | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 |”
Historic-building percentage does not match its reported total
MinorThe reported 244 historic buildings would be 53.98% of 452 units, not 51.55%.
Reported 51.55 · recomputed 53.982301
“| Historic building | 28 | 42 | 164 | 244 | 51.55 |”
Grottoes percentage does not match its count
MinorSeventeen of 452 units is 3.76%, not the reported 3.98%.
Reported 3.98 · recomputed 3.761062
“| Grottoes temple and stone carvings | 4 | 2 | 11 | 17 | 3.98 |”
The 177 retained sites are described as national-only
MinorThe discussion says all 177 retained sites were nationally protected, whereas the results say they comprised 90 national and 87 provincial sites.
“Consequently, 177 nationally protected sites were retained for analysis, yielding 22 heritage source areas through optimized bandwidth parameterization (Silverman's rule).”
“Consequently, this study selected 177 cultural heritage units for analysis, comprising 90 nationally protected heritage sites and 87 provincially protected sites (Table 2).”
Citations
Cites
Smart sustainable cities of the future: An extensive interdisciplinary literature review
Bibri, S. E., & Krogstie, J. (2017) · Sustainable Cities and Society · doi:10.1016/j.scs.2017.02.016 · Cited by 1,599
Network and Psychological Effects in Urban Movement
Hillier, B., & Iida, S. (2005) · Lecture notes in computer science · doi:10.1007/11556114_30 · Cited by 657
Estimating habitat isolation in landscape planning
Knaapen, J. P., Scheffer, M., & Harms, B. (1992) · Landscape and Urban Planning · doi:10.1016/0169-2046(92)90060-d · Cited by 532
Zhang, L., Peng, J., Liu, Y., & Wu, J. (2016) · Urban Ecosystems · doi:10.1007/s11252-016-0629-y · Cited by 320
The evolution of greenways as an adaptive urban landscape form
Searns, R. M. (1995) · Landscape and Urban Planning · doi:10.1016/0169-2046(94)02014-7 · Cited by 145
Morandi, D. T., França, L. C. D. J., Menezes, E. S., Machado, E. L. M., da Silva, M. D., & Mucida, D. P. (2020) · Ecological Indicators · doi:10.1016/j.ecolind.2020.106440 · Cited by 94
Liu, C., & Xu, M. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182312759 · Cited by 89
Mazzanti, M. (2002) · The Journal of Socio-Economics · doi:10.1016/s1053-5357(02)00133-6 · Cited by 87
Zhang, Y.-Z., Jiang, Z.-Y., Li, Y.-Y., Yang, Z.-G., Wang, X.-H., & Li, X.-B. (2021) · Forests · doi:10.3390/f12070847 · Cited by 75
Lin, F., Zhang, X., Ma, Z., & Zhang, Y. (2022) · Land · doi:10.3390/land11091478 · Cited by 73
Ding, G., Yi, D., Yi, J., Guo, J., Ou, M., Ou, W., Tao, Y., & Pueppke, S. G. (2023) · Applied Geography · doi:10.1016/j.apgeog.2023.103098 · Cited by 73
Li, X., Zhu, R., Shi, C., Yang, X., Chen, J., & Wei, K. (2024) · Heritage Science · doi:10.1186/s40494-024-01387-y · Cited by 58
Tang, F., Zhou, X., Wang, L., Zhang, Y., Fu, M., & Zhang, P. (2021) · Land · doi:10.3390/land10090919 · Cited by 54
Yue, F., Xiao-qin, L., Huang, Q. E., & Li, D. (2023) · Remote Sensing · doi:10.3390/rs15194650 · Cited by 51
Lin, H., Wang, J.-B., Zhang, X., Hu, F., Liu, J., & Hong, X. C. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-03251-7 · Cited by 38
Wang, Q., Yang, C., Wang, J., & Tan, L. (2024) · Buildings · doi:10.3390/buildings14072144 · Cited by 38
A Systematic Comparison of Cultural and Ecological Landscape Corridors in Europe
Xu, H., Plieninger, T., & Primdahl, J. (2019) · Land · doi:10.3390/land8030041 · Cited by 35
Zhang, J., Jiang, L., Wang, X., Chen, Z., & Xu, S. (2024) · Buildings · doi:10.3390/buildings14010121 · Cited by 35
Li, H., Jing, J., Fan, H., Li, Y., Liu, Y., & Ren, J. (2020) · Landscape Research · doi:10.1080/01426397.2020.1833850 · Cited by 33
Delineating an Integrated Ecological and Cultural Corridor Network: A Case Study in Beijing, China
Li, Y., Wang, X., & Dong, X. (2021) · Sustainability · doi:10.3390/su13010412 · Cited by 29
Zhang, T., Yang, Y., Fan, X., & Ou, S. (2023) · Sustainability · doi:10.3390/su151813449 · Cited by 28
Zhang, H., Wang, Y., Qi, Y., Chen, S., & Zhang, Z. (2024) · Sustainability · doi:10.3390/su16031004 · Cited by 26
Feng, M., Zhao, W., & Zhang, T. (2023) · Sustainability · doi:10.3390/su15118478 · Cited by 25
Suitability analysis of heritage corridor in rapidly urbanizing region:a case study of Taizhou City
Liu, H. (2005) · Geographical Research · Cited by 24
Loren‐méndez, M., Mata‐olmo, R., Ruiz, R., & Pinzón‐ayala, D. (2016) · Geographical Review · doi:10.1111/j.1931-0846.2016.12203.x · Cited by 20
The Unexploited Potential of Converting Rail Tracks to Greenways: The Spanish Vías Verdes
García-Mayor, C., Martí, P., Castaño, M., & Bernabeu-Bautista, Á. (2020) · Sustainability · doi:10.3390/su12030881 · Cited by 12
Wu, Y., Miao, M., Wu, Y., Zhu, H., Li, X., & Candeias, A. (2025) · Buildings · doi:10.3390/buildings15030472 · Cited by 12
Chen, H., Dong, C., Zou, Y., & Sicheng, M. (2019) · IOP Conference Series Materials Science and Engineering · doi:10.1088/1757-899x/471/8/082024 · Cited by 9
FOREST URBANISMS: URBAN AND ECOLOGICAL STRATEGIES AND TOOLS FOR THE SONIAN FOREST IN BELGIUM
MEULDER, B. D., Shannon, K., & Nguyen, M. Q. (2019) · Landscape Architecture Frontiers · doi:10.15302/j-laf-20190103 · Cited by 8
Li, H., Duan, Q., Zeng, Z., Tan, X., & Li, G. (2016) · Communications in computer and information science · doi:10.1007/978-3-662-49155-3_75 · Cited by 6
Sui, Q. (2022) · International Journal of Education and Humanities · doi:10.54097/ijeh.v5i2.2123 · Cited by 5
Hongda, W. A. N. G., & Xiao, F. E. N. G. (2019) · Landscape Architecture Frontiers · doi:10.15302/j-laf-1-040009 · Cited by 4
Marques, L. F., Tenedório, J. A., Burns, M., Romão, T., Birra, F., Marques, J., & Pires, A. (2017) · ACE: Architecture, City and Environment · doi:10.5821/ace.11.33.4686
Research on the Evaluation of Ecotourism Resources: Based on the AHP Model
Ren, L., & Lei, W. (2022) · Mathematical Problems in Engineering · doi:10.1155/2022/7398537
Discussion on Construction of the Weihe River System Heritage Corridor in Xi’an Metropolitan Area
Zhang, D. Q., Shao, W. W., & Feng, T. Q. (2014) · Applied Mechanics and Materials · doi:10.4028/www.scientific.net/amm.641-642.531
Flagged first, then by citations
Research works printed but not linked: 21
- Yu, K. H., Gong, J., Jing, Y., Liu, S. Q. & Liang, S. H. Theory to measure growth boundaries, planning, and regulation in the Qinling and Bashan mountain regions. Appl. Fractal 42, 116–119 (2017).
- Yu, K. J., Xi, X. S., Li, D. H., Li, H. L. & Liu, K. On the construction of the national linear culture heritage network in China. Hum. Geogr. 4, 11–16+116 (2009).
- Zhu, H., Zhao, R. & Xi, T. D. The protection research on lineal cultural heritages of Chinese Canal from cultural routes: a case of Anhui Section of Chinese Canal of Sui and Tang Dynasty. Hum. Geogr. 28, 70–73 (2013).
- Wang, Z. F. & Sun, P. Heritage corridors—a newer approach to heritage conservation. Chin. Gard. 5, 86–89 (1992).
- Li, H. et al. Identifying cultural heritage corridors for preservation through multi dimension alnet work connectivity analysis—a case study of the ancient Tea-Horse Road in Simao, China. Landsc. Res. 46, 20 (2024).
- Lin, F., Zhang, X., Ma, Z. & Zhang, Y. Spatial structure and corridor construction of intangible cultural heritage: a case study of the Ming Great Wall. Land 11, 24 (2020).
- Kashid, M., Ghosh, S. & Narkhede, P. A Conceptual Model for Heritage Tourism Corridors in the Marathwada Region. MrinalIn,K. Proceedings of the National Online Conference on Planning, Design and Management, Pune, India. 6–7 (Khaladkar Decorators & Events, 2022).
- Wei, B. et al. Study on the comprehensive identification of ecological corridors and ecological nodes based on “HY-LM”. J. Ecol. 42, 2995–3009 (2022). (In Chinese).
- Shi, K., Bi, Y. & Ren, C. Protect the overall beauty of historical stacking—Analysis of the spatial pattern of Douzhuang Castle in Qinshui County, Shanxi Province. Beijing Traffic Dly. 34, 128–132 (2010). (In Chinese).
- Qin, X. Research on the overall structure and architectural characteristics of traditional villages in Qin River Basin under the influence of water environment (master’s thesis, China University of Mining and Technology) https://doi.org/10.27623/d.cnki.gzkyu.2022.001103 (In Chinese) (2022). · DOI
- Liu, X., Shu, J. & Zhang, L. Research on applying minimal cumulative resistance model in urban land ecological suitability assessment: As an example of Xiamen City. Acta Ecol. Sin. 30, 421–428 (2010).
- Zhang, L. X., Chai, B. & Zhang, Y. A comparative study on ecological networks based on MCR-Gravity model and circuit theory: a case study of Jining City. Ecol. Sin. 1, 13 (2025).
- Xu, F., Yin, H., Kong, H. & Xu, J. Construction of new town ecological network in central and western Brazil based on MSPA and minimum path method. J. Ecol. 35, 6425–6434 (2015).
- Du, Y. F., Shi, C. Y., Tang, Y. & Chen, C. Research on the spatial construction of heritage corridors in the Yellow River Basin from a watershed perspective. Relics Museolgy 4, 103–112 (2024).
- Jin, B., Xie, Z., Ke, S., Geng, J. & Pan, H. Construction and optimization of ecological corridor in Putian city based on MCR and HY models. J. Southwest Forestry Univ. (Nat. Sci.) 44, 79–87 (2024).
- Ma, W. Research on line selection of Ganquan Long March Cultural Heritage Corridor based on MCR model (Xi’ an University of Architecture and Technology). Master’s Dissertation (2024) (In Chinese).
- Jiao, J. Research on spatial-temporal differentiation and influencing Factors of Cultural Heritage in the Yellow River Basin. Master’s Thesis, Northwest Normal University, Master of Arts (2023).
- Cheng, S. & Zhang, Y. The key to high-quality development of national cultural parks. J. Tour. 37, 8–10 (2022).
- Wu, Q. & Wen, Y. A Dutch heritage policy for spatial planning in the 21st century. Famous Cities 36, 46–52 (2022).
- Ten, Y. Xiaohe ancient road heritage corridor construction based on minimum cumulative resistance model. Planners 36, 66–70 (2020).
- Yuan, Y., Xu, J. & Zhang, X. Construction of heritage corridor network based on suitability analysis: a case study of the ancient capital of Luoyang. Remote Sens. Inf. 29, 117–124 (2014).
Cited by
Sorted by citations
Deng, Y., Ma, Q., & Zhang, Y. (2025) · npj Heritage Science · doi:10.1038/s40494-025-02207-7 · Cited by 12
Li, X. N., & Xia, H. (2025) · Land · doi:10.3390/land14112139 · Cited by 8
Hao, O., Mu, X., & Xie, Z. (2026) · Buildings · doi:10.3390/buildings16071311 · Cited by 4
Wu, Y., Jiao, S., Liu, W., Yu, Y., & Xiao, K. (2026) · Land · doi:10.3390/land15060914 · Cited by 2
He, D., & Liu, Y. (2026) · npj Heritage Science · doi:10.1038/s40494-026-02542-3 · Cited by 2
Han, R., & Wang, Z. (2025) · Sustainability · doi:10.3390/su17219398 · Cited by 2
Bai, X., Jiao, X., & Sakai, T. (2025) · Planning Perspectives · doi:10.1080/02665433.2025.2591044 · Cited by 1
Heritage tourism integration patterns: MaxEnt analysis of China’s Yellow River Basin
Tian, C., Wang, P., Yao, L., & Lyu, K. (2026) · npj Heritage Science · doi:10.1038/s40494-026-02457-z · Cited by 1
Exploring the inherent affordability for movement in past landscapes
Parcero-Oubiña, C., & Solana-Muñoz, A. (2027) · Journal of Archaeological Method and Theory · doi:10.1007/s10816-026-09813-0
Liu, H., Gong, Z., Yu, Z., Wang, X., Wang, Z., Xu, Z., Chen, Y., & Zhu, D. (2025) · Preprints.org · doi:10.20944/preprints202510.2236.v1
Hu, W., Zhang, H., & Cui, Y. (2026) · Open Geosciences · doi:10.1515/geo-2025-0923
Wu, Y., Mao, H., & Cheng, Y. (2026) · Heritage · doi:10.3390/heritage9030110
Alsubeh, M. A., & Alhubashi, H. H. (2026) · Frontiers in Built Environment · doi:10.3389/fbuil.2026.1820702
Wang, Z., Zheng, H., Huang, S., Deng, Y., Wu, W., & Peng, D. (2026) · Sustainability · doi:10.3390/su18147117
Tao, L., Zheng, X., Geng, J., Qiuyue, Z., Lin, Y., Dong, R., Yu, K., & Liu, J. (2026) · Sustainable Cities and Society · doi:10.1016/j.scs.2026.107810
Liu, R., Shi, X., Han, K., Xi, Z., Yang, Y., & Tian, X. (2026) · Research Square · doi:10.21203/rs.3.rs-10745850/v1
Liu, N., Zhang, X., Wu, Y., Fu, W., Wang, J., Pan, Y., Fan, Z., Wang, S., Tang, Q., & Yin, H. (2026) · Ecosystem Services · doi:10.1016/j.ecoser.2026.101916
Zhao, J., Jing, W., Cui, D., & 陈雅男 (2026) · Sustainability · doi:10.3390/su182010328
Tang, Y., Zhang, C., Tang, Y., Ying, X., Cheng, S., & Shi, C. (2026) · Ecological Indicators · doi:10.1016/j.ecolind.2026.115642
Canals in Transition: Long-Term Co-Evolution of Heritage Irrigation Networks and Rural Land Use
Zhong, Y., Yu, J., Yu, Y., Zhao, T., & Wang, Y. (2026) · Land · doi:10.3390/land15101980
Qiu, B., Liu, W., Luan, H., Song, P., Qian, H., & Zhang, F. (2026) · Humanities and Social Sciences Communications · doi:10.1057/s41599-026-08396-1
Deng, G., 袁志成, 伍, 雨., Zhang, X., Li, J., & Zheng, C. (2026) · Journal of Urban Management · doi:10.1016/j.jum.2026.100588
Spatial Patterns and Heritage Corridor Construction of Red Cultural Heritage in Ganzhou
Zhang, Z. (2026) · Open Journal of Applied Sciences · doi:10.4236/ojapps.2026.1610219
Metadata
- Authors
- Lin, Z., & Li, B.
- Venue
- npj Heritage Science
- Published
- 2025-08-05
- Volume
- 13
- Issue
- 1
- ISSN
- 3059-3220 (ISSN-L)
- OpenAlex
- W4412991154
- Cited by
- 24
- References
- 31
- Citations by year
- 2026: 19 · 2025: 5
- FWCI
- 61.85
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- npj Heritage Science (publishedVersion, cc-by-nc-nd)
- Funders
- National Natural Science Foundation of China (51778610)
- Topics
- Social Sciences › Arts and Humanities › Archeology (arts and humanities) › Cultural Heritage Management and Preservation
- Social Sciences › Cultural Studies › Urbanism, Landscape, and Tourism Studies
- Social Sciences › Arts and Humanities › Archeology (arts and humanities) › Archaeology and Cultural Heritage
- Keywords
- heritage networks, circuit theory, least-cost path analysis, gravity model, spatial connectivity, heritage valuation, resistance surfaces
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).
A second model labelled each claim on 2026-11-10 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
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.
What counts as a claim ›How we measure confidence ›How we check this ›
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