[32]	Chandana Gangodagamage, Joel Rowland, A N Skurikhin, C J Wilson, S P Brumby, S L Painter, C W Gable, Q Bui, L S Short, A K Liljedahl, S S Hubbard, H M aWainwright, B Dafflon, C E Tweedie, J Kumar, and S D Wullschleger. Spatial and spectral characterization, mapping, and 3d reconstructing of ice-wedge polygons using high resolution lidar data. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract B51H-0402, December 9-13 2013. [ bib | .html ]
[31]	William Walter Hargrove, Forrest M. Hoffman, Jitendra Kumar, Joseph Spruce, and Steve Norman. Empirical mining of large data sets already helps to solve practical ecological problems; a panoply of working examples. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract IN52A-05 (Invited), December 9-13 2013. [ bib | .html ]
[30]	William Walter Hargrove, Jitendra Kumar, Kevin M. Potter, and Forrest M. Hoffman. Global tree range shifts under forecasts from two alternative gcms using two future scenarios. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract B32D-06, December 9-13 2013. [ bib | .html ]
[29]	Forrest M. Hoffman, Jitendra Kumar, and William W. Hargrove. Integrating statistical and expert knowledge to develop phenoregions for the continental united states. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract B43C-0490, December 9-13 2013. [ bib | .html ]
[28]	Jitendra Kumar, Gautam Bisht, Anna K. Liljedahl, Richard Mills, Satish Karra, Scott Painter, and Peter Thornton. Modeling active layer and permafrost dynamics of ice wedge polygon dominated arctic ecosystems. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract C53A-0535, December 9-13 2013. [ bib | .html ]
[27]	Damian M. Maddalena, Forrest M. Hoffman, and Jitendra Kumar. Landscape characterization for the identification of environmental gradients in the tropics. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract B11G-0431, December 9-13 2013. [ bib | .html ]
[26]	Richard T. Mills, Gautam Bisht, Glenn E. Hammond, Benjamin J. Andre, Jitendra Kumar, Satish Karra, Scott L. Painter, Peter C. Lichtner, Guoping Tang, Fengming Yuan, Xiaofeng Xu, Forrest M. Hoffman, William J. Riley, and Peter E. Thornton. Development of a process-rich modeling framework for arctic ecohydrology using the open-source pflotran and clm models. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract DI31A-2195, December 9-13 2013. [ bib | .html ]
[25]	Peter Thornton, Jitendra Kumar, Scott Painter, Gautam Bisht, Glenn E Hammond, Richard Mills, and Guoping Tang. A multi-scale approach to representing tundra permafrost dynamics in a coupled climate system model. American Geophysical Union (AGU) Fall Meeting, San Francisco, California, USA Abstract B31H-05, December 9-13 2013. [ bib | .html ]
[24]	Forrest Hoffman, Jitendra Kumar, and William Hargrove. Integrating unsupervised classification and expert knowledge to develop phenoregion maps using remotely sensed imagery. 4th Supercomputing Workshop on Petascale (Big) Data Analytics: Challenges and Opportunities (November 17, 2013) (Invited), November 2013. [ bib | http ]
[23]	Jitendra Kumar, Richard T. Mills, Guoping Tang, Xiaofeng Xu, Fengming Yuan, Forrest M. Hoffman, and Peter E. Thornton. Multi-scale modeling of eco-hydrologic processes in Arctic ecosystems. Oak Ridge Climate Change Science Institute (CCSI) Lunchtime Seminar, September 30 2013. [ bib ]
[22]	Forrest Hoffman, Jitendra Kumar, and William Hargrove. Big data in the geosciences: Data mining methods for characterizing ecoregions, designing sampling networks, detecting forest threats, and understanding climate change predictions. Smoky Mountains Computational Sciences and Engineering Conference, September 3-5 2013. [ bib ]
[21]	Jitendra Kumar, Forrest Hoffman, and William Hargrove. Classification and delineation of large earth science data. Smoky Mountains Computational Sciences and Engineering Conference, September 3-5 2013. [ bib ]
[20]	Forrest Hoffman, Jitendra Kumar, and William Hargrove. Representativeness-based sampling network design for the arctic. 98th Annual Ecological Society of America (ESA) Meeting (August 4-9, 2013), August 2013. [ bib ]
[19]	Forrest Hoffman, Jitendra Kumar, and William Hargrove. Data mining for climate change model intercomparison and phenoregions. National Phenology Network (NPN) Seasonal Timing Working Group Meeting (August 12-13, 2013), University of Wisconsin, Milwaukee, Milwaukee, Wisconsin, USA. (Invited), August 2013. [ bib ]
[18]	Jitendra Kumar, William Hargrove, Forrest Hoffman, and Kevin Potter. Imputation of continuous tree suitability over the continental united states from sparse measurements. 98th Annual Ecological Society of America (ESA) Meeting (August 4-9, 2013), August 2013. [ bib ]
[17]	Forrest Hoffman, Jitendra Kumar, and William Hargrove. Data mining for climate change model intercomparison and sampling domain representativeness and threat detection for forest health. Next Generation Climate Data Products Workshop (July 15-19, 2013), National Center for Atmospheric Research (NCAR), Boulder, Colorado, USA (Invited), July 2013. [ bib ]
[16]	William Hargrove, Forrest Hoffman, Jitendra Kumar, Joe Spruce, and Steve P. Norman. ForWarn: A cross-cutting forest resource management & decision-support system. USDA Forest Service Landscape Science Webinar, June 25, June 2013. [ bib ]
[15]	Jitendra Kumar, Gautam Bisht, Glenn Hammond, Forrest M. Hoffman, Richard T. Mills, Scott Painter, Guoping Tang, and Peter E. Thornton. Multi-scale modeling of eco-hydrologic processes in Arctic ecosystems. TES/SBR Joint Investigators Meeting, May 2013. [ bib ]
[14]	Scott Painter, Jitendra Kumar, Gautam Bisht, and Richard T. Mills. Overview of NGEE Arctic fine and intermediate scale model development. TES/SBR Joint Investigators Meeting, May 2013. [ bib ]
[13]	William Hargrove, Joe Spruce, Steve P. Norman, Jitendra Kumar, and Forrest Hoffman. Using land surface phenology for national mapping of the occurrence and health of evergreen and deciduous forests. In US International Association of Landscape Ecology (US-IALE) Annual Symposium, Austin, TX, April 14-18, April 2013. [ bib ]
[12]	Forrest Hoffman, Jitendra Kumar, William Hargrove, Joe Spruce, and Richard Mills. Developing phenoregion maps using remotely sensed imagery. In US International Association of Landscape Ecology (US-IALE) Annual Symposium, Austin, TX, April 14-18, April 2013. [ bib ]
[11]	Jitendra Kumar, William Hargrove, and Forrest Hoffman. Imputation of continuous tree suitability over the continental united states from sparse measurements. In US International Association of Landscape Ecology (US-IALE) Annual Symposium, Austin, TX, April 14-18, April 2013. [ bib ]
[10]	Jitendra Kumar, Forrest Hoffman, Eva Sinha, and William Hargrove. Data mining for climate change model intercomparison. Climate 2013, The next-generation of climate models and knowledge discoveries through the extreme high-performance simulations and big data, Lawrence Berkeley National Laboratory (Invited), March 20-22 2013. [ bib ]
[9]	Marcia L. Branstetter, Jitendra Kumar, Peter E. Thornton, Benjamin Mayer, Robert Cook, and Michele M. Thornton. Update on development of a high resolution surface weather forcing dataset for clm using nexrad and daymet. Oak Ridge National Laboratory (ORNL) Climate Change Science Institute (CCSI) Scientific Advisory Board Poster Session, Oak Ridge, Tennessee, USA, March 6 2013. [ bib ]
[8]	Forrest M. Hoffman, Richard Norby, Xiaojuan Yang, Lianhong Gu, Anna M. Jensen, Jitendra Kumar, Ying Sun, Anthony P. Walker, Jeffrey M. Warren, and Daid Weston. Model-inspired science priorities for evaluating tropical ecosystem response to climate change. Oak Ridge National Laboratory (ORNL) Climate Change Science Institute (CCSI) Scientific Advisory Board Poster Session, Oak Ridge, Tennessee, USA, March 6 2013. [ bib ]
[7]	Jitendra Kumar, Gautam Bisht, Satish Karra, Forrest Hoffman, Richard Mills, and Peter Thornton. Multi-scale modeling of eco-hydrologic processes in arctic ecosystems. Oak Ridge National Laboratory (ORNL) Climate Change Science Institute (CCSI) Scientific Advisory Board Poster Session, Oak Ridge, Tennessee, USA, March 2013. [ bib ]
[6]	Marcia L. Branstetter, Jitendra Kumar, Peter E. Thornton, Benjamin Mayer, Robert Cook, and Michele M. Thornton. Update on development of a high resolution surface weather forcing dataset for clm using nexrad and daymet. CESM Land Model Working Group Meeting, Boulder, CO, February 20-22 2013. [ bib ]
[5]	Peter Thornton, Gautam Bisht, Bob Bolton, Marcia Branstetter, Dipankar Dwivedi, Eugenie Euskirchen, Chandana Gangodagamage, Santonu Goswami, Glenn Hammond, Dan Hayes, Larry Hinzman, Forrest Hoffman, Eunmo Koo, Charlie Koven, Jitendra Kumar, Anna Liljedahl, Dave McGuire, Richard Mills, Scott Painter, Bill Riley, Linn Rodman, Joel Rowland, Guoping Tang, Jinyun Tang, Bryan Travis, Haruko Wainwright, Cathy Wilson, Stan Wullschleger, Chonggang Xu, Xiaofeng Xu, and Fengming Yuan. Next-generation ecosystem experiments (NGEE Arctic): Connections to CLM. CESM Land Model Working Group Meeting, Boulder, CO, February 20-22 2013. [ bib ]
[4]	Forrest Hoffman, Jitendra Kumar, Richard Mills, and William Hargrove. Data mining for climate change model intercomparison and a data mining methology for detecting forest threats and mapping representativeness. SAMSI/NCAR Workshop on Massive Datasets in Environment and Climate (February 15-17, 2013), National Center for Atmospheric Research (NCAR), Boulder, Colorado, USA. (Invited), February 2013. [ bib ]
[3]	Jitendra Kumar, Gautam Bisht, Satish Karra, Forrest Hoffman, Richard Mills, and Peter Thornton. Multi-scale modeling of eco-hydrologic processes in arctic ecosystems. CESM Land Model Working Group Meeting, Boulder, CO, February 2013. [ bib ]
[2]	Forrest M. Hoffman, Jitendra Kumar, and William W. Hargrove. Data mining for climate change model intercomparison. DataONE Exploration, Visualization, and Analysis (EVA) Workshop, Polytechnic Institute of New York University (NYU-Poly), Brooklyn, NY, USA (Invited), January 22 - 23 2013. [ bib ]
[1]	Doug Newcomb, William Hargrove, Forrest Hoffman, and Jitendra Kumar. Forest structure and bird nesting habitat derived from lidar data. 2013 North Carolina Geographic Information System (NCGIS) Conference (February 7-8, 2013), Raleigh Convention Center, Raleigh, North Carolina, USA, 2013. [ bib ]