Publications

Langford, Zachary, et al. “Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets”. 2018 IEEE International Conference on Data Mining Workshops (ICDMW), IEEE, 2018, https://doi.org/10.1109/icdmw.2018.00116.

Tang, Jinyun Y., and William J. Riley. “A Total Quasi-Steady-State Formulation of Substrate Uptake Kinetics in Complex Networks and an Example Application to Microbial Litter Decomposition”. Biogeosciences, vol. 10, no. 12, 2013, pp. 8329-51, https://doi.org/10.5194/bg-10-8329-201310.5194/bg-10-8329-2013-supplement.

Skurikhin, Alexei N., et al. “Arctic Tundra Ice-Wedge Landscape Characterization by Active Contours Without Edges and Structural Analysis Using High-Resolution Satellite Imagery”. Remote Sensing Letters, vol. 4, no. 11, 2013, pp. 1077-86, https://doi.org/10.1080/2150704X.2013.840404.

Dafflon, Baptiste, et al. “Electrical Conductivity Imaging of Active Layer and Permafrost in an Arctic Ecosystem, through Advanced Inversion of Electromagnetic Induction Data”. Vadose Zone Journal, vol. 12, no. 4, 2013, https://doi.org/10.2136/vzj2012.0161.

Cunningham, Philip, et al. “Large-Eddy Simulations of Air Flow and Turbulence Within and Around Low-Aspect-Ratio Cylindrical Open-Top Chambers”. Journal of Applied Meteorology and Climatology, vol. 52, no. 8, 2013, pp. 1716-37, https://doi.org/10.1175/JAMC-D-12-041.1.

Painter, Scott L., et al. “Modeling Challenges for Predicting Hydrologic Response to Degrading Permafrost”. Hydrogeology Journal, vol. 21, no. 1, 2013, pp. 221-4, https://doi.org/10.1007/s10040-012-0917-4.

Frampton, Andrew, et al. “Permafrost Degradation and Subsurface-Flow Changes Caused by Surface Warming Trends”. Hydrogeology Journal, vol. 21, no. 1, 2013, pp. 271-80, https://doi.org/10.1007/s10040-012-0938-z.

Hinzman, Larry D., et al. “Preface: Hydrogeology of Cold Regions”. Hydrogeology Journal, vol. 21, no. 1, 2013, pp. 1-4, https://doi.org/10.1007/s10040-012-0943-2.

Hubbard, Susan S., et al. “Quantifying and Relating Land-Surface and Subsurface Variability in Permafrost Environments Using LiDAR and Surface Geophysical Datasets”. Hydrogeology Journal, vol. 21, no. 1, 2013, pp. 149-6, https://doi.org/10.1007/s10040-012-0939-y.

Wu, Yuxin, et al. “Remote Monitoring of freeze–thaw Transitions in Arctic Soils Using the Complex Resistivity Method”. Vadose Zone Journal, vol. 12, no. 1, 2013, https://doi.org/10.2136/vzj2012.0062.

Hoffman, Forrest M., et al. “Representativeness-Based Sampling Network Design for the State of Alaska”. Landscape Ecology, vol. 28, no. 8, 2013, pp. 1567-86, https://doi.org/10.1007/s10980-013-9902-0.

Hinzman, Larry D., et al. “Trajectory of the Arctic As an Integrated System”. Ecological Applications, vol. 23, no. 8, 2013, pp. 1837-68, https://doi.org/10.1890/11-1498.1.

Riley, William J. “Using Model Reduction to Predict the Soil-Surface C<sup>18< sup> Carbon Dioxide Flux: An Example of Representing Complex Biogeochemical Dynamics in a Computationally Efficient Manner”. Geoscientific Model Development, vol. 6, no. 2, 2013, pp. 345-52, https://doi.org/10.5194/gmd-6-345-2013.