Research output: Contribution to journal › Article › peer-review
Road network accounting when estimating settlement field potential. / Kuzmin, P. ; Karpenko, M.; Panidi, E. ; Sebentsov, A.
In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XLVIII-4/W2-2022, 12.01.2023, p. 65-70.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - Road network accounting when estimating settlement field potential
AU - Kuzmin, P.
AU - Karpenko, M.
AU - Panidi, E.
AU - Sebentsov, A.
N1 - Kuzmin, P., Karpenko, M., Panidi, E., and Sebentsov, A.: ROAD NETWORK ACCOUNTING WHEN ESTIMATING SETTLEMENT FIELD POTENTIAL, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4/W2-2022, 65–70, https://doi.org/10.5194/isprs-archives-XLVIII-4-W2-2022-65-2023, 2023.
PY - 2023/1/12
Y1 - 2023/1/12
N2 - Population density is one of valuable factors of economic development and ecological stability in inhabited areas. Classic approach to direct estimation of the population density is the application of gravity model to the settlement. The distance in the model is estimated usually as a straight-line distance between settlements. Our study is devoted to implementation of gravitational model able to account distances in transportation network. This model is demanded when investigating transborder regions, where people migrations through the state border are possible at checkpoint locations only. We use the ArcGIS software to ensure settlement field potential computations and mapping, and Valhalla open source routing engine to build routes and compute distances. Current results of our study incorporates the data conversion and processing methodology, a set of algorithms (program code) that implements these techniques, and a map series produced for the Russia-Kazakhstan transborder region that illustrates performance of elaborated methodology.
AB - Population density is one of valuable factors of economic development and ecological stability in inhabited areas. Classic approach to direct estimation of the population density is the application of gravity model to the settlement. The distance in the model is estimated usually as a straight-line distance between settlements. Our study is devoted to implementation of gravitational model able to account distances in transportation network. This model is demanded when investigating transborder regions, where people migrations through the state border are possible at checkpoint locations only. We use the ArcGIS software to ensure settlement field potential computations and mapping, and Valhalla open source routing engine to build routes and compute distances. Current results of our study incorporates the data conversion and processing methodology, a set of algorithms (program code) that implements these techniques, and a map series produced for the Russia-Kazakhstan transborder region that illustrates performance of elaborated methodology.
KW - Gravity Model of Settlement
KW - population density
KW - GIS-based mapping
KW - Automated Mapping
KW - Road graphs
KW - Road Graph
KW - Population Density
KW - GIS-based Mapping
UR - https://www.mendeley.com/catalogue/580f562a-e129-34b4-9b84-b129c27fdedf/
UR - https://www.mendeley.com/catalogue/580f562a-e129-34b4-9b84-b129c27fdedf/
U2 - 10.5194/isprs-archives-XLVIII-4-W2-2022-65-2023
DO - 10.5194/isprs-archives-XLVIII-4-W2-2022-65-2023
M3 - Article
VL - XLVIII-4/W2-2022
SP - 65
EP - 70
JO - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
JF - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
SN - 1682-1750
Y2 - 15 October 2022 through 18 October 2022
ER -
ID: 101775434