@article{randall_inglis_smart_vukomanovic_2022, title={From Meadow to Map: Integrating Field Surveys and Interactive Visualizations for Invasive Species Management in a National Park}, volume={11}, ISSN={["2220-9964"]}, DOI={10.3390/ijgi11100525}, abstractNote={Invasive species are an important and growing issue of concern for land managers, and the ability to collect and visualize species coverage data is vital to the management of invasive and native species. This is particularly true of spatial data, which provides invaluable information on location, establishment rates, and spread rates necessary for managing habitats. However, current methods of collection are rarely integrated into a full management tool, making it difficult to quickly collect and visualize multiple years of data for multiple species. We created the Geospatial Meadow Management Tool (GMMT) to provide a complete framework from geospatial data collection to web visualization. We demonstrate the utility of our approach using Valley Forge National Historical Park meadow survey data. The GMMT was created through the ArcGIS suite of software, taking advantage of the modularity of multiple processes, and incorporating an online visualization dashboard that allows for quick and efficient data analysis. Using Valley Forge National Historical Park as a case study, the GMMT provides a wide range of useful species coverage data and visualizations that provide simple yet insightful ways to understand species distribution. This tool highlights the ability of a web-based visualization tool to be modified to incorporate the needs of users, providing powerful visuals for non-GIS experts. Future avenues for this work include highlighted open-data and community engagement, such as citizen science, to address the increasing threat of invasive species both on and off public lands.}, number={10}, journal={ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION}, author={Randall, Joshua and Inglis, Nicole C. and Smart, Lindsey and Vukomanovic, Jelena}, year={2022}, month={Oct} }
 @book{tazewell_townley_horne_langham_pate_james_randall_slocumb_griffin_ferguson_et al._2021, title={POWERING ENERGY EFFICIENCY AND IMPACTS, Mapping a Comprehensive Regional Energy Strategy for Upper Coastal Plain Council of Government Region}, url={http://dx.doi.org/10.2172/1788457}, DOI={10.2172/1788457}, abstractNote={The Powering Energy Efficiency and Impacts Framework (PEEIF) project, a two-year U.S. Department of Energy (DOE) sponsored initiative, seeks to develop a data-driven framework to increase energy-related program effectiveness in low-income households. As part of this project, a diverse, multi-sector partnership developed a database and a geospatial-mapping tool of homes located in five eastern North Carolina counties served by the Upper Coastal Plain Council of Governments (UCPCOG), the lead administrator for the effort. This report outlines the needs, challenges, and solutions identified through the project and presents opportunities for state agencies, utilities, and organizations that are currently providing, or interested in supporting, low income energy-efficiency services. It details the project's methods and results and identifies strategies for future iterations of the mapping tool}, journal={[]}, institution={Office of Scientific and Technical Information (OSTI)}, author={Tazewell, Anne and Townley, Ron and Horne, Tirence and Langham, Laura and Pate, Daniel and James, Mark and Randall, Joshua and Slocumb, William and Griffin, Mark and Ferguson, Scott and et al.}, year={2021}, month={Jun} }
 @article{vukomanovic_randall_2021, title={Research trends in US national parks, the world's "living laboratories"}, volume={3}, ISSN={["2578-4854"]}, url={https://doi.org/10.1111/csp2.414}, DOI={10.1111/csp2.414}, abstractNote={Abstract}, number={6}, journal={CONSERVATION SCIENCE AND PRACTICE}, publisher={Wiley}, author={Vukomanovic, Jelena and Randall, Joshua}, year={2021}, month={Jun} }
 @phdthesis{understanding water use in phoenix, az_2014, url={https://rucore.libraries.rutgers.edu/rutgers-lib/44211/}, DOI={10.7282/T3XW4H4Z}, abstractNote={............................................................................................................................ ii Acknowledgements ............................................................................................................ iv List of Tables ..................................................................................................................... vii List of Figures .................................................................................................................. viii}, journal={No Publisher Supplied}, year={2014} }
 @inproceedings{kuss_brandt_randall_floyd_bourai_newcomer_schmidt_skiles_2012, title={Comparison of changes in groundwater storage using grace data and a hydrological model in California's Central Valley}, booktitle={American Society for Photogrammetry and Remote Sensing Annual Conference 2012, ASPRS 2012}, author={Kuss, A. and Brandt, W.T. and Randall, J. and Floyd, B. and Bourai, A. and Newcomer, M. and Schmidt, C. and Skiles, J.W.}, year={2012} }