Thesis: Citizen Science Land Cover Classification Based on Ground and Aerial Imagery B.Sc. in Geography The Pennsylvania State University
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1 Kevin Sparks kevinsparks.io summer, 2017 Education M.S. in Geography The Pennsylvania State University Thesis: Citizen Science Land Cover Classification Based on Ground and Aerial Imagery B.Sc. in Geography The Pennsylvania State University Emphasis in geographic information science (GIS), with a minor in Climatology Work Experience 2015 Present Research Associate Oak Ridge National Laboratory Analysis of open source and social media data for population dynamics, and development of scalable big data infrastructure Computational Sciences and Engineering Division in the Geographic Information Science and Technology group Research Assistant The Pennsylvania State University - Dr. Alexander Klippel: Research projects relating to spatial information theory and environmental cognition - Dr. Cynthia Brewer: Research project for cartographically redesigning The National Map (USGS) entailing land cover representation and processing of remotely sensed data Teaching Assistant The Pennsylvania State University Geog 464: Advanced Spatial Analysis Geog 364: Spatial Analysis Geog 363: Geographic Information Systems Geog 362: Image Analysis *Programming Spatial Statistics to Evaluate Data (Instructor) *Summer class for statewide high school students Summer 2011 Research Intern NASA Langley Research Center Used hyperspectral remote sensing data to create agricultural monitoring methods for tillage practices
2 Publications 2017 Sparks, K.A., G.S. Thakur, M.L. Urban, R.N. Stewart (2017) "Temporal Signatures of Shops and Restaurants Opening and Closing Times at Global, Country, and City Scales", In GeoComputation Leeds, United Kingdom Mao, H., G.S. Thakur, K.A. Sparks, J. Sanyal, B. Bhaduri (2017) "Mapping Real-time Power Outage from Social Media", In International Symposium on Location-based Social Media Data and Tracking Data. Washington DC, USA Sparks, K.A., R.G. Li, G.S. Thakur, R.N. Stewart, M.L. Urban (2016) "Facility Detection and Popularity Assessment from Text Classification of Social Media and Crowdsourced Data", In GIR 16 Proceedings of the 10 th Workshop on Geographic Information Retrieval Raposo, P., C.A. Brewer, K.A. Sparks (2016) "An Impressionistic Cartographic Solution for Base Map LandCover with Coarse Pixel Data", In Cartographic Perspectives, 83, "PlanetSense: Gathering Geo-spatial Intelligence from Crowd-sourced and Socialmedia Data", In Demo, ACM SIGSPATIAL 16: Proceedings of the 24 th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems. San Francisco, USA. "Curating Transient Population in Urban Dynamics Systems", In Extended Abstract Proceedings of the GIScience Montreal, Canada. "Landuse Classification and Occupancy Estimation form Fine Grained Social Media Analysis", In GeoSocial: Social Media & GIScience workshop. Montreal, Canada Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark (2015) "Citizen Science Land Cover Classification Based on Ground and Aerial Imagery", In S. I. Fabrikant, M. Raubal, M. Bertolotto, C. Davies, S. M. Freundschuh, & S. Bell (Eds.), Proceedings, Conference on Spatial Information Theory (COSIT 2015), Santa Fe, NM, USA, Oct , Berlin: Springer Klippel, A., K.A. Sparks, J.O. Wallgrün (2015) Pitfalls and potentials of crowd science: A meta analysis of contextual influences, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences.
3 2015 Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark (2015) "Crowdsourcing landscape perceptions to validate land cover classifications", In O. Ahlqvist, K. Janowicz, D. Varanka, S. Fritz (Eds.), Land Use and Land Cover Semantics - Principles, Best Practices and Prospects, CRC Press / Taylor & Francis Klippel, A., J. Yang, J.O. Wallgrün, K.A. Sparks (2015) Intuitive direction concepts, The Baltic International Yearbook of Cognition, Logic and Communication Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark, (2014). Crowdsourcing landscape perceptions to validate land cover classifications. In K. Stewart, E. Pebesma, G. Navratil, P. Fogliaroni, & M. Duckham (Eds.), Extended Abstract Proceedings of the GIScience 2014 (pp ). Vienna: Hochschülerschaft, TU Vienna Brewer, C.A., L.V. Stanislawski, B.P. Buttenfield, P. Raposo, K.A. Sparks, J. McGilloway, and M. Howard (2013) Automated thinning of road networks and road labels for multiscale design of The National Map of the United States, Cartography and Geographic Information Science, Vol. 40, No. 4, pp Brewer, C.A., L.V. Stanislawski, B.P. Buttenfield, P. Raposo, K.A. Sparks, and M. Howard (2012) Multiscale Design for The National Map of the United States: Road Thinning for Topographic Mapping, Proceedings, AutoCarto 2012, Columbus OH, September. Monitoring Agricultural Tillage Practices with NASA Hyperspectral Satellite Imagery, IEEE s Earthzine.org. Presentations 2017 Sparks, K.A., G.S. Thakur, R.N. Stewart, M.L. Urban (2017) Comparing Social-media Users Facility Visitations Patterns AAG Annual Meeting, Boston, Massachusetts, April Thakur, G.S., K.A. Sparks, R.N. Stewart, M.L. Urban, B. Bhaduri (2016) "The Efficacy of Applying Open and Crowd Source Data in Urban Dynamics Research", In Conference on Data Analysis CoDA, Klippel, A., K.A. Sparks, J.O. Wallgrün (2015) Pitfalls and Potentials of Crowd Science: A Meta-Analysis of Contextual Influences ISSDQ 2015, La Grande Motte, France, September.
4 2015 Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark (2015) Assessing Environmental Information Channels for Citizen Science Land Cover Classification AAG Annual Meeting, Chicago, Illinois, April Klippel, A., J.O. Wallgrün, D. Mark, R. Purves, K.A. Sparks (2015) Cognition of the Top of the World: Investigating Humans' Conceptions and Linguistic Expressions of Mountain Peaks AAG Annual Meeting, Chicago, Illinois, April Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark (2015) Ground and Aerial Based Land Cover Classification for Citizen Science 2 nd Pennsylvania Spatial Cognition Symposium, State College, PA, May Klippel, A., A. Robinson, K.A. Sparks (2014) Sketch-based Geospatial Learning Objects, COIL Research Symposium, The Pennsylvania State University, October Sparks, K.A., A. Klippel, J.O. Wallgrün, D. Mark (2014) Crowdsourcing landscape perceptions to validate land cover classifications Pennsylvania Spatial Cognition Symposium, State College, PA, May Klippel, A., A. Robinson, K.A. Sparks (2014) Enhancing Online Geospatial Education with Sketch-based Geospatial Learning Objects, Symposium for Teaching and Learning with Technology, The Pennsylvania State University, March Sparks, K.A., J. Yang, A. Klippel (2013) Day and night: Analyzing cultural differences through perceived similarities of lighting patterns Conference on Spatial Information Theory (COSIT), Scarborough UK, September Raposo, P., K.A. Sparks, and C.A. Brewer (2012) Techniques for Cartographic Presentation of Upsampled Raster Land Cover Data North American Cartographic Information Society (NACIS) annual meeting, Portland OR, October Brewer, C.A., L.V. Stanislawski, B.P. Buttenfield, P. Raposo, K.A. Sparks, and M. Howard (2012) Multiscale design for The National Map of the United States: Road Thinning for Topographic Mapping, AutoCarto 2010, Columbus OH, September Three invited presentations Center of Excellence for Geospatial Information Science (CEGIS) meeting, U.S. Geological Survey (USGS), Rolla MO, June 2012: Brewer, C.A., K.A. Sparks and P. Raposo (2012), Multiscale Design for The National Map. Sparks, K.A., P. Raposo, and C.A. Brewer (2012) Multiscale Land Cover Design for The National Map. (presenter). Raposo, P., K.A. Sparks, and C.A. Brewer (2012) Multiscale Land Cover Processing for The National Map.
5 2012 Raposo, P., and K.A. Sparks (2012) A Feathered-Edge Technique for Cartographic Presentation of Upsampled Raster Land Cover Data, no)boundaries Interdisciplinary Conference, The Pennsylvania State University, March. Midwest Climate and Agriculture - Monitoring Tillage Practices with NASA Remote Sensors American Geophysical Union, Fall Meeting 2011, San Francisco, December. Monitoring Agricultural Tillage Practices with NASA Hyperspectral Satellite Imagery, NASA Applied Sciences DEVELOP National Program Headquarters Annual Close Out Meeting, Washington D.C., August. Honors 2012 Jeff Gockley Memorial Award - given to the top rising senior in the Pennsylvania State Geography program in the Geographic Information Science Option
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