Estimating the uncertainty of land-cover extrapolations while constructing a raster map from tabular data. - Robert Gilmore Pontius Jr.; Aditya Agrawal; Diana Huffaker (J. Geogr. Syst., 2003)

Using the Relative Operating Characteristic to Quantify Certainty in Prediction of Location of Land Cover Change in India. - Robert Gilmore Pontius Jr.; Kiran Batchu (Trans. GIS, 2003)

Effect of Category Aggregation on Map Comparison. - Robert Gilmore Pontius Jr.; Nicholas R. Malizia (GIScience, 2004)

Comparison of the structure and accuracy of two land change models. - Robert Gilmore Pontius Jr.; Jeffrey Malanson (Int. J. Geogr. Inf. Sci., 2005)

A generalized cross-tabulation matrix to compare soft-classified maps at multiple resolutions. - Robert Gilmore Pontius Jr.; Mang Lung Cheuk (Int. J. Geogr. Inf. Sci., 2006)

Assessing a predictive model of land change using uncertain data. - Robert Gilmore Pontius Jr.; Silvia H. Petrova (Environ. Model. Softw., 2010)

Map errors that could account for deviations from a uniform intensity of land change. - Safaa Zakaria Aldwaik; Robert Gilmore Pontius Jr. (Int. J. Geogr. Inf. Sci., 2013)

Land change modelling: moving beyond projections. - Martin Paegelow; María Teresa Camacho Olmedo; Jean-François Mas; Thomas Houet; Robert Gilmore Pontius Jr. (Int. J. Geogr. Inf. Sci., 2013)

Measuring the temporal instability of land change using the Flow matrix. - Daniel S. Miller Runfola; Robert Gilmore Pontius Jr. (Int. J. Geogr. Inf. Sci., 2013)

A Suite of Tools for ROC Analysis of Spatial Models. - Jean-François Mas; Britaldo Silveira Soares-Filho; Robert Gilmore Pontius Jr.; Michelle Farfán Gutiérrez; Hermann Rodrigues (ISPRS Int. J. Geo Inf., 2013)

The total operating characteristic to measure diagnostic ability for multiple thresholds. - Robert Gilmore Pontius Jr.; Kangping Si (Int. J. Geogr. Inf. Sci., 2014)

Land Classification and Change Intensity Analysis in a Coastal Watershed of Southeast China. - Pei Zhou 006; Jinliang Huang; Robert Gilmore Pontius Jr.; Huasheng Hong (Sensors, 2014)

Behavior-based aggregation of land categories for temporal change analysis. - Safaa Zakaria Aldwaik; Jeffrey A. Onsted; Robert Gilmore Pontius Jr. (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Comparison of simulation models in terms of quantity and allocation of land change. - María Teresa Camacho Olmedo; Robert Gilmore Pontius Jr.; Martin Paegelow; Jean-François Mas (Environ. Model. Softw., 2015)

SimiVal, a multi-criteria map comparison tool for land-change model projections. - Andrew V. Bradley; Isabel M. D. Rosa; Robert Gilmore Pontius Jr.; Sadia E. Ahmed; Miguel B. Araújo; Daniel G. Brown 002; Amintas Brandão Jr.; Gilberto Câmara; Tiago G. S. Carnerio; Andrew J. Hartley; Matthew J. Smith; Robert M. Ewers (Environ. Model. Softw., 2016)

Component intensities to relate difference by category with difference overall. - Robert Gilmore Pontius Jr. (Int. J. Appl. Earth Obs. Geoinformation, 2019)

GlobeLand30 maps show four times larger gross than net land change from 2000 to 2010 in Asia. - Hossein Shafizadeh-Moghadam; Masoud Minaei; Yongjiu Feng; Robert Gilmore Pontius Jr. (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Accounting for Training Data Error in Machine Learning Applied to Earth Observations. - Arthur Elmes; Seyed Hamed Alemohammad; Ryan Avery; Kelly K. Caylor; J. Ronald Eastman; Lewis Fishgold; Mark A. Friedl; Meha Jain; Divyani Kohli; Juan Carlos Laso Bayas; Dalton D. Lunga; Jessica L. McCarty; et al. (Remote. Sens., 2020)

Effects of Category Aggregation on Land Change Simulation Based on Corine Land Cover Data. - Orsolya Gyöngyi Varga; Robert Gilmore Pontius Jr.; Zsuzsanna Szabó; Szilárd Szabó (Remote. Sens., 2020)

Enhanced Intensity Analysis to Quantify Categorical Change and to Identify Suspicious Land Transitions: A Case Study of Nanchang, China. - Zheyu Xie; Robert Gilmore Pontius Jr.; Jinliang Huang; Vilas Nitivattananon (Remote. Sens., 2020)

Encoding a Categorical Independent Variable for Input to TerrSet's Multi-Layer Perceptron. - Emily Evenden; Robert Gilmore Pontius Jr. (ISPRS Int. J. Geo Inf., 2021)

The Total Operating Characteristic from Stratified Random Sampling with an Application to Flood Mapping. - Zhen Liu; Robert Gilmore Pontius Jr. (Remote. Sens., 2021)

Integrating a Forward Feature Selection algorithm, Random Forest, and Cellular Automata to extrapolate urban growth in the Tehran-Karaj Region of Iran. - Hossein Shafizadeh-Moghadam; Masoud Minaei; Robert Gilmore Pontius Jr.; Ali Asghari; Hashem Dadashpoor (Comput. Environ. Urban Syst., 2021)

Best Practices for Applying and Interpreting the Total Operating Characteristic. - Tanner Honnef; Robert Gilmore Pontius Jr. (ISPRS Int. J. Geo Inf., 2025)

A call to interpret disagreement components during classification assessment. - Robert Gilmore Pontius Jr.; Thomas Francis; Marco Millones (Int. J. Geogr. Inf. Sci., 2025)