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Influence of sample size on line-based positional assessment methods for road data

Author:
Ariza-López, F.J., Mozas-Calvache, A.T., Ureña-Cámara, M.A., Alba-Fernández, V., García-Balboa, J.L., Rodríguez-Avi, J., Ruiz-Lendínez, J.J.
Source:
ISPRS journal of photogrammetry and remote sensing 2011 v.66 no.5 pp. 708-719
ISSN:
0924-2716
Subject:
population distribution, statistical analysis, surveys
Abstract:
Sample size influences considerably the variability of results of estimation processes, but this issue has never previously been analyzed for line-based positional assessment methods. The basis of the analysis is a simulation process which extracts homologous road axes from the product and from the control survey and applies the four methods. Sample sizes of road axes range from 10Km up to 200Km, and for each sample size 1000 simulations were run. Results for each sample size were compared to population parameters or population distribution functions by means of statistical tests. The variability of estimations was reduced in the order of 2.5–4.5 times when sample size increased from 10Km to 200Km.
Agid:
846835