ART‐P‐MAP Neural Networks Modeling of Land‐Use Change: Accounting for Spatial Heterogeneity and Uncertainty

作者: Zhaoya Gong , Jean-Claude Thill , Weiguo Liu

DOI: 10.1111/GEAN.12077

关键词: PredictabilityContext (language use)Probabilistic logicCalibration (statistics)Computer scienceSpatial heterogeneitySensitivity analysisMeasurement uncertaintyData miningPosterior probability

摘要: Spatial land‐use models over large geographic areas and at fine spatial resolutions face the challenges of spatial heterogeneity, model predictability, data quality, and of the ensuing …

参考文章(56)
Frank Canters, Evaluating the uncertainty of area estimates derived from fuzzy land-cover classification Photogrammetric Engineering and Remote Sensing. ,vol. 63, pp. 403- 414 ,(1997)
Raghuprasad Sidharthan, Chandra R. Bhat, Incorporating Spatial Dynamics and Temporal Dependency in Land Use Change Models Geographical Analysis. ,vol. 44, pp. 321- 349 ,(2012) , 10.1111/J.1538-4632.2012.00854.X
James R. Anderson, Ernest E. Hardy, John T. Roach, Richard E. Witmer, A land use and land cover classification system for use with remote sensor data Professional Paper. ,(1976) , 10.3133/PP964
M. Wegener, R.L. Mackett, D.C. Simmonds, ONE CITY, THREE MODELS : COMPARISON OF LAND USE TRANSPORT POLICY SIMULATION MODELS FOR DORTMUND Transport Reviews. ,vol. 11, pp. 107- 129 ,(1991) , 10.1080/01441649108716778
Paul Waddell, UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning Journal of The American Planning Association. ,vol. 68, pp. 297- 314 ,(2002) , 10.1080/01944360208976274
Helen Briassoulis, Land-Use Policy and Planning, Theorizing, and Modeling: Lost in Translation, Found in Complexity? Environment and Planning B-planning & Design. ,vol. 35, pp. 16- 33 ,(2008) , 10.1068/B32166
BART KOSKO, Fuzziness vs. probability International Journal of General Systems. ,vol. 17, pp. 211- 240 ,(1990) , 10.1080/03081079008935108
Robert Gilmore Pontius Jr., Aditya Agrawal, Diana Huffaker, Estimating the uncertainty of land-cover extrapolations while constructing a raster map from tabular data Journal of Geographical Systems. ,vol. 5, pp. 253- 273 ,(2003) , 10.1007/S10109-003-0109-9