A Framework for Sensitivity Analysis in Spatial Multiple Criteria Evaluation. - Arika Ligmann-Zielinska; Piotr Jankowski 001 (GIScience, 2008)

Spatial optimization as a generative technique for sustainable multiobjective land-use allocation. - Arika Ligmann-Zielinska; Richard L. Church; Piotr Jankowski 001 (Int. J. Geogr. Inf. Sci., 2008)

Choice Modeler: A Web-based Spatial Multiple Criteria Evaluation Tool. - Piotr Jankowski 001; Arika Ligmann-Zielinska; Martin Swobodzinski (Trans. GIS, 2008)

Applying time-dependent variance-based global sensitivity analysis to represent the dynamics of an agent-based model of land use change. - Arika Ligmann-Zielinska; Libo Sun (Int. J. Geogr. Inf. Sci., 2010)

Exploring normative scenarios of land use development decisions with an agent-based simulation laboratory. - Arika Ligmann-Zielinska; Piotr Jankowski 001 (Comput. Environ. Urban Syst., 2010)

Comparing two approaches to land use/cover change modeling and their implications for the assessment of biodiversity loss in a deciduous tropical forest. - Azucena Pérez-Vega; Jean-François Mas; Arika Ligmann-Zielinska (Environ. Model. Softw., 2012)

Impact of proximity-adjusted preferences on rank-order stability in geographical multicriteria decision analysis. - Arika Ligmann-Zielinska; Piotr Jankowski 001 (J. Geogr. Syst., 2012)

Spatially-explicit sensitivity analysis of an agent-based model of land use change. - Arika Ligmann-Zielinska (Int. J. Geogr. Inf. Sci., 2013)

Comparative performance of logistic regression and survival analysis for detecting spatial predictors of land-use change. - Ninghua Wang; Daniel G. Brown 002; Li An; Shuang Yang; Arika Ligmann-Zielinska (Int. J. Geogr. Inf. Sci., 2013)

Spatially-explicit integrated uncertainty and sensitivity analysis of criteria weights in multicriteria land suitability evaluation. - Arika Ligmann-Zielinska; Piotr Jankowski 001 (Environ. Model. Softw., 2014)

Visually-driven parallel solving of multi-objective land-use allocation problems: a case study in Chelan, Washington. - Tong Zhang 009; Gaofeng Hua; Arika Ligmann-Zielinska (Earth Sci. Informatics, 2015)

The Complexities of Agent-Based Modeling Output Analysis. - Ju-Sung Lee; Tatiana Filatova; Arika Ligmann-Zielinska; Behrooz Hassani-Mahmooei; Forrest Stonedahl; Iris Lorscheid; Alexey A. Voinov; J. Gary Polhill; Zhanli Sun; Dawn Cassandra Parker (J. Artif. Soc. Soc. Simul., 2015)

Methods for translating narrative scenarios into quantitative assessments of land use change. - Varun Rao Mallampalli; Georgia Mavrommati; Jonathan R. Thompson; Matthew J. Duveneck; Spencer Meyer; Arika Ligmann-Zielinska; Caroline Gottschalk Druschke; Kristen Hychka; Melissa A. Kenney; Kasper Kok; Mark E. Borsuk (Environ. Model. Softw., 2016)

Improved Global Sensitivity Analysis for Critical Factor Analysis with Intercorrelated Inputs: Power Plant Cost Example. - Jingjie Zhang; Jing Du 001; Ying Fung Yiu; Arika Ligmann-Zielinska (J. Comput. Civ. Eng., 2019)

'One Size Does Not Fit All': A Roadmap of Purpose-Driven Mixed-Method Pathways for Sensitivity Analysis of Agent-Based Models. - Arika Ligmann-Zielinska; Peer-Olaf Siebers; Nicholas R. Magliocca; Dawn Cassandra Parker; Volker Grimm; Eric Jing Du; Martin Cenek; Viktoriia Radchuk; Nazia N. Arbab; Sheng Li; Uta Berger; Rajiv Paudel; et al. (J. Artif. Soc. Soc. Simul., 2020)

An Integrated Uncertainty and Sensitivity Analysis for Spatial Multicriteria Models (Short Paper). - Piotr Jankowski 001; Arika Ligmann-Zielinska; Zbigniew Zwolinski; Alicja Najwer (GIScience, 2023)

A Largely Unsupervised Domain-Independent Qualitative Data Extraction Approach for Empirical Agent-Based Model Development. - Rajiv Paudel; Arika Ligmann-Zielinska (Algorithms, 2023)

Effectiveness of Adjacent and Bivariate Maps in Communicating Global Sensitivity Analysis for Geodiversity Assessment. - Piotr Jankowski 001; Seda Salap-Ayça; Alicja Najwer; Arika Ligmann-Zielinska; Zbigniew Zwolinski (ISPRS Int. J. Geo Inf., 2024)

A streamlined approach to uncertainty and sensitivity analysis for models with spatial outputs with an example from geodiversity assessment. - Arika Ligmann-Zielinska; Piotr Jankowski 001; Alicja Najwer; Zbigniew Zwolinski (Int. J. Geogr. Inf. Sci., 2024)