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Journal Papers

2020

  • T. F. Stepinski, A. Dmowska (2020). Complexity in patterns of racial segregation. Chaos, Solitons & Fractals, 140, 110207. paper preprint
  • A. Dmowska, T. F. Stepinski, J. Nowosad (2020) Racial landscapes–a pattern-based, zoneless method for analysis and visualization of racial topography. Applied Geography 122, 102239. paper, preprint, R package raceland.
  • M. Saeedimoghaddam, TF Stepinski, (2020). Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks. International Journal of Geographical Information Science, 34(5), 947-968. paper preprint
  • M. Saeedimoghaddam, TF Stepinski, A. Dmowska (2020) Rényi’s spectra of urban form for different modalities of input data. Chaos, Solitons & Fractals 139, 109995 paper preprint

2019

  • T. F. Stepinski and A. Dmowska (2019) Communicating racial segregation: Abstract versus concrete. Proceedings of the National Academy of Sciences 116 (45), 22435-22436. paper
  • J. Nowosad and T. F. Stepinski (2019). Stochastic, Empirically Informed Model of Landscape Dynamics and Its Application to Deforestation Scenarios. Geophysical Research Letters. https://doi.org/10.1029/2019GL085952 paper, preprint
  • A. Dmowska and T. F. Stepinski (2019) Racial Dot Maps Based on Dasymetrically Modeled Gridded Population Data, Soc. Sci. 8(5), 157  paper (open access) preprint
  • T. F. Stepinski and A. Dmowska (2019) Imperfect melting pot–Analysis of changes in diversity and segregation of US urban census tracts in the period of 1990–2010, Computers, Environment and Urban Systems 76, pp. 101-109 paper, preprint
  • J. Nowosad and T. F. Stepinski (2019). Information-theoretical approach to measuring landscape complexity. Landscape Ecol 34: 2091. https://doi.org/10.1007/s10980-019-00830-x paper (open access),  preprint
  • J. Nowosad, T. F. Stepinski, P. Netzel (2019). Global assessment and mapping of changes in mesoscale landscapes: 1992–2015. International Journal of Applied Earth Observation and Geoinformation 78, pp. 332-340,  paper, preprint, data, news article

2018

  • J. Nowosad and T.F. Stepinski (2018). Spatial association between regionalizations using the information-theoretical V-measure. International Journal of Geographical Information Science 32:12, pp. 2386-2401. paper, preprint
  • J. Jasiewicz, T. F. Stepinski, J. Niesterowicz (2018) Multi-scale segmentation algorithm for pattern-based partitioning of large categorical rasters, Computer & Geosciences 118, pp. 122-130. paper, preprint
  • J. Nowosad and T. F. Stepinski (2018) Towards machine ecoregionalization of Earth's landmass using pattern segmentation method, International Journal of Applied Earth Observation and Geoinformation 69, pp. 110-118. paper, preprint, data
  • P. Netzel and T. F. Stepinski (2018) Climate Similarity Search - GeoWeb Tool for Exploring Climate Variability, Bull. Amer. Meteor. Soc. paper (open access)
  • J. Nowosad and T. F. Stepinski (2018) Global inventory of landscape patterns and latent variables of landscape spatial configuration, Ecological Indicators 89, pp. 159-167. paper , preprint , data
  • A. Dmowska and T. F. Stepinski (2018) Spatial approach to analyzing dynamics of racial diversity in large U.S. cities: 1990–2000–2010, Computers, Environment and Urban Systems 68, pp. 89-96 paper, preprint
  • E. Allender and T.F. Stepinski (2018) Global analysis of gully composition using manual and automated exploration of CRISM imagery. Icarus 302, pp. 319-329. paper, preprint

2017

  • J. Niesterowicz and T. F. Stepinski (2017) Pattern-based, multi-scale segmentation and regionalization of EOSD land cover. Int. J. Appl. Earth Obs. Geoinformation 62, pp. 192-200. paper, preprint
  • A. Dmowska, T. F. Stepinski, P. Netzel (2017) Comprehensive framework for visualizing and analyzing spatio-temporal dynamics of racial diversity in the entire United States, PLoS ONE 12 (3): e0174993. paper (open access), data
  • E. Allender and T.F.  Stepinski (2017) Automatic, exploratory mineralogical mapping of CRISM imagery using summary product signatures. Icarus 281, pp. 151-161. paper, preprint
  • A. Dmowska and T. F. Stepinski (2017) A high resolution population grid for the conterminous United States: The 2010 edition. Computers, Environment and Urban Systems 61, pp. 13-23. paper, preprint, data

2016

  • P. Netzel and T. F. Stepinski (2016) On using a clustering approach for global climate classification. J. Climate 29(9), pp. 3387–3401. paper, preprint
  • A. Dmowska and T. F. Stepinski (2016) Mapping changes in spatial patterns of racial diversity across the entire United States with application to a 1990–2000 period. Applied Geography 68, pp. 1-8. paper, preprint
  • Luo, W., J. Jasiewicz, T. Stepinski, J. Wang, C. Xu, and X. Cang (2016) Spatial association between dissection density and environmental factors over the entire conterminous United States. Geophys. Res. Lett. 43(2), pp. 692-700. paper
  • J. Niesterowicz and T.F. Stepinski (2016) On using landscape metrics for landscape similarity search. Ecological Indicators 64, pp. 20-30. paper, preprint
  • J. Niesterowicz, T.F. Stepinski, J. Jasiewicz (2016) Unsupervised regionalization of the United States into landscape pattern types. International Journal of Geographical Information Science 30(7), pp. 1450-1468.  paper, preprint

2015

  • J.Jasiewicz, P. Netzel, T.F. Stepinski (2015) GeoPAT: A toolbox for pattern-based information retrieval from large geospatial databases. Computers & Geosciences 80, pp. 62-73. paper, preprint
  • P. Netzel and T.F. Stepinski (2015) Pattern-based assessment of land cover change on continental scale with application to NLCD 2001-2006. IEEE Transactions on Geoscience and Remote Sensing 53(4), pp. 1773-1781. paper, preprint, data
  • TF Stepinski, J Niesterowicz, J Jasiewicz (2015) Pattern-based regionalization of large geospatial datasets using complex object-based image analysis. Procedia Computer Science 51, pp. 2168–2177. paper

2014

  • T.F. Stepinski and J.P. Cohen (2014) Comparing semantically-blind and semantically-aware landscape similarity measures with application to query-by-content and regionalization. Ecological Informatics 24, pp. 69-77. paper, preprint
  • A. Dmowska and T.F. Stepinski (2014) High resolution dasymetric model of U.S demographics with application to spatial distribution of racial diversity. Applied Geography 53, pp. 417-426. paper, preprint, data
  • J. Jasiewicz, P. Netzel, T.F. Stepinski (2014) Landscape similarity, retrieval, and machine mapping of physiographic units. Geomorphology 221, pp. 104-112. paper, preprint
  • T.F. Stepinski, P. Netzel, J. Jasiewicz (2014) LandEx - A GeoWeb tool for query and retrieval of spatial patterns in land cover datasets. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 7(1), pp. 257-266. paper, preprint

2013

  • J. Niesterowicz and T.F. Stepinski (2013) Regionalization of multi-categorical landscapes using machine vision methods. Applied Geography 45, pp. 250-258. paper, preprint, data
  • P. Netzel and T.F. Stepinski (2013) Connected Components Labeling for Giga-Cell Multi-Categorical Rasters. Computers and Geosciences 59, pp. 24-30. paper, preprint.
  • J. Jasiewicz and T.F Stepinski (2013) Geomorphons - a pattern recognition approach to classification and mapping of lanforms. Geomorphology 182, pp. 147-156. paper, preprint
  • J. Jasiewicz and T.F. Stepinski (2013) Example-Based Retrieval of Alike Land-Cover Scenes From NLCD2006 Database. IEEE Geoscience and Remote Sensing Letters 10(1), pp. 155-159. paper, preprint

Published on  October 4th, 2020