Cláudia Maria de Almeida

Using neural networks and cellular automata for modelling intra‐urban land‐use dynamics

Cláudia Maria de Almeida, José Marinaldo Gleriani, Emiliano Ferreira Castejon et al. · International Journal of Geographical Information Systems · 2008 · 275 citations

Engineering, Urban Modelling, Land Use +21

Stochastic cellular automata modeling of urban land use dynamics: empirical development and estimation

Cláudia Maria de Almeida, Michael Batty, Antônio Miguel Vieira Monteiro et al. · Computers Environment and Urban Systems · 2003 · 222 citations · Full text

Urban Land Use, Urban Geography, Urban Modelling +12

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

Camile Söthe, Cláudia Maria de Almeida, Marcos Benedito Schimalski et al. · GIScience & Remote Sensing · 2020 · 166 citations · Full text

GIS and remote sensing as tools for the simulation of urban land‐use change

Cláudia Maria de Almeida, Antônio Miguel Vieira Monteiro, Gilberto Câmara et al. · International Journal of Remote Sensing · 2005 · 144 citations

Engineering, Urban Modelling, Land Use +21

Evaluating Sentinel-2 and Landsat-8 Data to Map Sucessional Forest Stages in a Subtropical Forest in Southern Brazil

Camile Söthe, Cláudia Maria de Almeida, Veraldo Liesenberg et al. · Remote Sensing · 2017 · 132 citations · Full text

Earth Observation, Environmental Monitoring, Engineering +24