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2020

A CyberGIS Approach to Spatiotemporally Explicit Uncertainty and Global Sensitivity Analysis for Agent-Based Modeling of Vector-Borne Disease Transmission

Kang, J. Y., Aldstadt, J., Vandewalle, R., Yin, D. & Wang, S., Jan 1 2020, (Accepted/In press) In : Annals of the American Association of Geographers.

Research output: Contribution to journalArticle

A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level

Jiang, H., Hu, H., Zhong, R., Xu, J., Xu, J., Huang, J., Wang, S., Ying, Y. & Lin, T., Mar 1 2020, In : Global change biology. 26, 3, p. 1754-1766 13 p.

Research output: Contribution to journalArticle

ESCIP: An Expansion-Based Spatial Clustering Method for Inhomogeneous Point Processes

Li, T., Gao, Y. & Wang, S., Jan 2 2020, In : Annals of the American Association of Geographers. 110, 1, p. 259-276 18 p.

Research output: Contribution to journalArticle

OpenCLC: An open-source software tool for similarity assessment of linear hydrographic features

Li, T., Stanislawski, L. V., Brockmeyer, T., Wang, S. & Shavers, E., Jan 1 2020, In : SoftwareX. 11, 100401.

Research output: Contribution to journalArticle

Open Access

Understanding the impact of sub-seasonal meteorological variability on corn yield in the U.S. Corn Belt

Jiang, H., Hu, H., Wang, S., Ying, Y. & Lin, T., Jul 1 2020, In : Science of the Total Environment. 724, 138235.

Research output: Contribution to journalArticle

2019

A cyberGIS-enabled multi-criteria spatial decision support system: A case study on flood emergency management

Zhang, Z., Hu, H., Yin, D., Kashem, S., Li, R., Cai, H., Perkins, D. & Wang, S., Nov 2 2019, In : International Journal of Digital Earth. 12, 11, p. 1364-1381 18 p.

Research output: Contribution to journalArticle

CyberGIS-Jupyter for reproducible and scalable geospatial analytics

Yin, D., Liu, Y., Hu, H., Terstriep, J., Hong, X., Padmanabhan, A. & Wang, S., Jun 10 2019, In : Concurrency Computation. 31, 11, e5040.

Research output: Contribution to journalArticle

Cyber Literacy for GIScience: Toward Formalizing Geospatial Computing Education

Shook, E., Bowlick, F. J., Kemp, K. K., Ahlqvist, O., Carbajeles-Dale, P., DiBiase, D., Kim, E. K., Lathrop, S., Ricker, B., Rickles, P., Rush, J., Swift, J. N. & Wang, S., Apr 3 2019, In : Professional Geographer. 71, 2, p. 221-238 18 p.

Research output: Contribution to journalArticle

Detecting In-Season Crop Nitrogen Stress of Corn for Field Trials Using UAV- and CubeSat-Based Multispectral Sensing

Cai, Y., Guan, K., Nafziger, E., Chowdhary, G., Peng, B., Jin, Z., Wang, S. & Wang, S., Dec 2019, In : IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12, 12, p. 5153-5166 14 p., 8950295.

Research output: Contribution to journalArticle

Open Access

Enabling Collaborative Numerical Modeling in Earth Sciences using Knowledge Infrastructure

Bandaragoda, C., Castronova, A., Istanbulluoglu, E., Strauch, R., Nudurupati, S. S., Phuong, J., Adams, J. M., Gasparini, N. M., Barnhart, K., Hutton, E. W. H., Hobley, D. E. J., Lyons, N. J., Tucker, G. E., Tarboton, D. G., Idaszak, R. & Wang, S., Oct 2019, In : Environmental Modelling and Software. 120, 104424.

Research output: Contribution to journalArticle

Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches

Cai, Y., Guan, K., Lobell, D., Potgieter, A. B., Wang, S., Peng, J., Xu, T., Asseng, S., Zhang, Y., You, L. & Peng, B., Aug 15 2019, In : Agricultural and Forest Meteorology. 274, p. 144-159 16 p.

Research output: Contribution to journalArticle

LaSa: Location Aware Wireless Security Access Control for IoT Systems

Lu, B., Wang, L., Liu, J., Zhou, W., Guo, L., Jeong, M. H., Wang, S. & Han, G., Jun 15 2019, In : Mobile Networks and Applications. 24, 3, p. 748-760 13 p.

Research output: Contribution to journalArticle

Robust abnormality detection methods for spatial search of radioactive materials

Jeong, M. H., Sullivan, C. J., Gao, Y. & Wang, S., Jan 1 2019, In : Transactions in GIS. 23, 4, p. 860-877 18 p.

Research output: Contribution to journalArticle

The Internet of Things and fast data streams: prospects for geospatial data science in emerging information ecosystems

Armstrong, M. P., Wang, S. & Zhang, Z., Jan 2 2019, In : Cartography and Geographic Information Science. 46, 1, p. 39-56 18 p.

Research output: Contribution to journalArticle

TopoLens: Building a CyberGIS community data service for enhancing the usability of high-resolution national topographic datasets

Hu, H., Yin, D., Liu, Y. Y., Terstriep, J., Hong, X., Wendel, J. & Wang, S., Aug 25 2019, In : Concurrency Computation. 31, 16, e4682.

Research output: Contribution to journalArticle

2018

A 3D convolutional neural network method for land cover classification using LiDAR and multi-temporal Landsat imagery

Xu, Z., Guan, K., Casler, N., Peng, B. & Wang, S., Oct 2018, In : ISPRS Journal of Photogrammetry and Remote Sensing. 144, p. 423-434 12 p.

Research output: Contribution to journalArticle

A CyberGIS Integration and Computation Framework for High-Resolution Continental-Scale Flood Inundation Mapping

Liu, Y. Y., Maidment, D. R., Tarboton, D. G., Zheng, X. & Wang, S., Aug 2018, In : Journal of the American Water Resources Association. 54, 4, p. 770-784 15 p.

Research output: Contribution to journalArticle

A high-performance and in-season classification system of field-level crop types using time-series Landsat data and a machine learning approach

Cai, Y., Guan, K., Peng, J., Wang, S., Seifert, C., Wardlow, B. & Li, Z., Jun 1 2018, In : Remote Sensing of Environment. 210, p. 35-47 13 p.

Research output: Contribution to journalArticle

A multidimensional spatial scan statistics approach to movement pattern comparison

Gao, Y., Li, T., Wang, S., Jeong, M. H. & Soltani, K., Jul 3 2018, In : International Journal of Geographical Information Science. 32, 7, p. 1304-1325 22 p.

Research output: Contribution to journalArticle

GeoBurst+: Effective and real-time local event detection in geo-tagged tweet streams

Zhang, C., Lei, D., Yuan, Q., Zhuang, H., Kaplan, L., Wang, S. & Han, J., Feb 2018, In : ACM Transactions on Intelligent Systems and Technology. 9, 3, 34.

Research output: Contribution to journalArticle

Geoexpression: A Petri network framework for representing geographic process concurrency

Davis, A. V. & Wang, S., Dec 2018, In : Transactions in GIS. 22, 6, p. 1390-1405 16 p.

Research output: Contribution to journalArticle

Mapping spatiotemporal patterns of events using social media: a case study of influenza trends

Gao, Y., Wang, S., Padmanabhan, A., Yin, J. & Cao, G., Mar 4 2018, In : International Journal of Geographical Information Science. 32, 3, p. 425-449 25 p.

Research output: Contribution to journalArticle

2017

A cyberGIS approach to uncertainty and sensitivity analysis in biomass supply chain optimization

Hu, H., Lin, T., Wang, S. & Rodriguez, L. F., Jan 1 2017, In : Applied Energy. 203, p. 26-40 15 p.

Research output: Contribution to journalArticle

A spatial fuzzy influence diagram for modeling spatial objects’ dependencies: A case study on tree-related electric outages

Zhang, Z., Demšar, U., Wang, S. & Virrantaus, K., Oct 11 2017, In : International Journal of Geographical Information Science. 32, 2, p. 349-366 18 p.

Research output: Contribution to journalArticle

Predicting demand for 311 non-emergency municipal services: An adaptive space-time kernel approach

Xu, L., Kwan, M. P., McLafferty, S. & Wang, S., Dec 2017, In : Applied Geography. 89, p. 133-141 9 p.

Research output: Contribution to journalArticle

Social sensing of urban land use based on analysis of Twitter users’ mobility patterns

Soliman, A., Soltani, K., Yin, J., Padmanabhan, A. & Wang, S., Jul 2017, In : PloS one. 12, 7, e0181657.

Research output: Contribution to journalArticle

CyberGIS and spatial data science

Wang, S., Dec 1 2016, In : GeoJournal. 81, 6, p. 965-968 4 p.

Research output: Contribution to journalArticle

Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns with a Visual-Analytics Approach

Yin, J., Gao, Y., Du, Z. & Wang, S., 2016, In : ISPRS International Journal of Geo-Information. 5, 10, 19 p.

Research output: Contribution to journalArticle

Open Access

Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data

Zhi, Y., Li, H., Wang, D., Deng, M., Wang, S., Gao, J., Duan, Z. & Liu, Y., Apr 2 2016, In : Geo-Spatial Information Science. 19, 2, p. 94-105 12 p.

Research output: Contribution to journalArticle

Parallel cartographic modeling: a methodology for parallelizing spatial data processing

Shook, E., Hodgson, M. E., Wang, S., Behzad, B., Soltani, K., Hiscox, A. & Ajayakumar, J., Dec 1 2016, In : International Journal of Geographical Information Science. 30, 12, p. 2355-2376 22 p.

Research output: Contribution to journalArticle

2015

Analyzing spatiotemporal trends in social media data via smoothing spline analysis of variance

Helwig, N. E., Gao, Y., Wang, S. & Ma, P., Nov 1 2015, In : Spatial Statistics. 14, p. 491-504 14 p.

Research output: Contribution to journalArticle

An analysis of ozone damage to historical maize and soybean yields in the United States

McGrath, J. M., Betzelberger, A. M., Wang, S., Shook, E., Zhu, X. G., Long, S. P. & Ainsworth, E. A., Nov 17 2015, In : Proceedings of the National Academy of Sciences of the United States of America. 112, 46, p. 14390-14395 6 p.

Research output: Contribution to journalArticle

A scalable framework for spatiotemporal analysis of location-based social media data

Cao, G., Wang, S., Hwang, M., Padmanabhan, A., Zhang, Z. & Soltani, K., May 1 2015, In : Computers, Environment and Urban Systems. 51, p. 70-82 13 p.

Research output: Contribution to journalArticle

A scalable parallel genetic algorithm for the Generalized Assignment Problem

Liu, Y. Y. & Wang, S., Jun 16 2015, In : Parallel Computing. 46, p. 98-119 22 p., 2184.

Research output: Contribution to journalArticle

Computational and data sciences for health-GIS

Shi, X. & Wang, S., Apr 3 2015, In : Annals of GIS. 21, 2, p. 111-118 8 p.

Research output: Contribution to journalArticle

CyberGIS-BioScope: A cyberinfrastructure-based spatial decision-making environment for biomass-to-biofuel supply chain optimization

Hu, H., Lin, T., Liu, Y. Y., Wang, S. & Rodriguez, L. F., Nov 2015, In : Concurrency Computation. 27, 16, p. 4437-4450 14 p.

Research output: Contribution to journalArticle

CyberGIS-enabled decision support platform for biomass supply chain optimization

Lin, T., Wang, S., Rodríguez, L. F., Hu, H. & Liu, Y., Jan 1 2015, In : Environmental Modelling and Software. 70, p. 138-148 11 p.

Research output: Contribution to journalArticle

CyberGIS Gateway for enabling data-rich geospatial research and education

Liu, Y., Padmanabhan, A. & Wang, S., Feb 1 2015, In : Concurrency Computation. 27, 2, p. 395-407 13 p.

Research output: Contribution to journalArticle

Investigating the Influence of Spatial and Temporal Granularities on Agent-Based Modeling

Shook, E. & Wang, S., Oct 2015, In : Geographical Analysis. 47, 4, p. 321-348 28 p.

Research output: Contribution to journalArticle

Open cyberGIS software for geospatial research and education in the big data era

Wang, S., Liu, Y. & Padmanabhan, A., Mar 16 2015, In : SoftwareX. 5, p. 1-5 5 p.

Research output: Contribution to journalArticle

2014

A statistical framework of data fusion for spatial prediction of categorical variables

Cao, G., Yoo, E. H. & Wang, S., Jan 1 2014, In : Stochastic Environmental Research and Risk Assessment. 28, 7, p. 1785-1799 15 p.

Research output: Contribution to journalArticle

FluMapper: A cyberGIS application for interactive analysis of massive location-based social media

Padmanabhan, A., Wang, S., Cao, G., Hwang, M., Zhang, Z., Gao, Y., Soltani, K. & Liu, Y., Sep 10 2014, In : Concurrency Computation Practice and Experience. 26, 13, p. 2253-2265 13 p.

Research output: Contribution to journalArticle

Regionalization of subsurface stormflow parameters of hydrologic models: Derivation from regional analysis of streamflow recession curves

Ye, S., Li, H. Y., Huang, M., Ali, M., Leng, G., Leung, L. R., Wang, S. W. & Sivapalan, M., Nov 7 2014, In : Journal of Hydrology. 519, PA, p. 670-682 13 p.

Research output: Contribution to journalArticle

2013

A communication-aware framework for parallel spatially explicit agent-based models

Shook, E., Wang, S. & Tang, W., Nov 1 2013, In : International Journal of Geographical Information Science. 27, 11, p. 2160-2181 22 p.

Research output: Contribution to journalArticle