Producción Científica Profesorado

Urban driving forces and megacity expansion threats. Study case in the Mexico City periphery

González Ramírez, César Abelardo


M. de la Luz Hernández-Flores, Elena M. Otazo-Sánchez , Mauricio Galeana-Pizaña, Edgar I. Roldán-Cruz, Ramón Razo-Záratea, César A. González-Ramírez, Eric Galindo-Castillo, Habitat International, 2017, 64, 109?122.


The megacity proximity produces significant stress in the surrounding areas with fast changes in land conversion, mainly in the urban sprawl growth. The swiftness facilitates studies about land use changes to urban in short-term. The principal boosting urbanization factors, either socioeconomic or physical geographical, are usually identified as the driving forces (DF) to be considered in the regional planning programs and prospective urbanization modeling.The land-use-change-to-urban (LUCU) phenomenon was studied by Landsat images along the 2000?2014 period in the Northern periphery of Mexico Megacity. The study case was delimited in the Pachuca-Tizayuca Valley, Hidalgo State. Municipalities and the whole area showed high annual urbanization growth rates (2.89%?4.14%) and 3.39%, respectively. The urban area's increase in each unit allowed calculation of three dependent variables as LUCU quantitative descriptors, which were further applied in three statistical approaches. In the first one, multivariate Ordinary Least Squares (OLS) was performed to evaluate the correlation coefficient (R) and the sensitivity factor (?) for the urbanization rate (?14) vs. each socioeconomic or physical factor. In the second one, the urbanization ratio (UR14) vs. independent variables mean values were used in spatial OLS and Geographically Weighted Regression (GWR) analysis. Finally, the third approach applied Cramer's V test based on the number of pixels converted to urban (PUc14) as LUCU descriptor and all independent variables. Cramer test allowed the best factors' analyses, while not all fitted the OLS and GWR requirements. The whole process leads to a methodologic pathway to identify land change DFs to urban use.The study case acknowledged the following main DF to urbanization: the welfare; the population growth rate; the population proportions of immigrants, scholar age, workers in second and third economic sector; and the distances to quarry stones, schools, urban areas and roads. Cramer's V reach 70.5 accuracy values in the urbanization modeling with the mentioned DFs by the Multi-Layer Perceptron of the Land Change Modeler (Idrisi). The spatial urban area increase in the 2029 year was predicted based on these DFs.Graphical abstract

Producto de Investigación

Artículos relacionados

Degradación física del almidón de cebada (Hordeum sativun Jess). Correlación entre la gelatinización...

Inocula from activated sludge for ready biodegradability testing: Homogenization by preconditioning

3D reconstruction of Artificially Structured Microbial Consortia (ASMC) by image analysis

Toward a standardization of the microbial inoculum for ready biodegradability testing of chemicals

Mathematical modeling of diffusion regulated Quorum sensing in Artificially Structured Microbial Con...


Modélisation de la cinétique de biodégradation de phénol par granules aérobies

Manganese accumulation in plants of the mining zone of Hidalgo, Mexico

Model-based design of different fedbatch strategies for phenol degradation in acclimatized activated...

Procedures in Ready Biodegradability Testing: Effects of the Inoculation and the Monitored Parameter