Jitendra Kumar Research Staff Member Contact kumarj@ornl.gov | 865.574.9467 All Publications Alder Distribution and Expansion Across a Tundra Hillslope: Implications for Local N Cycling... Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks Machine Learning and Social Media to Mine and Disseminate Big Scientific Data... Mapping Ecoregions Under Climate Change: A Case Study from the Biological ‘crossroads’ Of Three Continents, Turkey Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets... Parallel k-means Clustering of Geospatial Data Sets Using Manycore CPU Architectures... Detecting outliers in streaming time series data from ARM distributed sensors... Social media based NPL system to find and retrieve ARM data: Concept paper Social media based NPL system to find and retrieve ARM data: Concept paper... Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion Potential impacts of climate change on the built environment: ASHRAE climate zones, building codes and national energy effici... Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers... Significant inconsistency of vegetation carbon density in CMIP5 Earth system models against observational data... Significant inconsistency of vegetation carbon density in CMIP5 Earth system models against observational data... HPC infrastructure to support the next-generation ARM facility data operations... Mapping Arctic plant functional type distributions in the Barrow Environmental Observatory using WorldView-2 and LiDAR datase... Modeling the spatio-temporal variability in subsurface thermal regimes across a low-relief polygonal tundra landscape... Understanding the Representativeness of FLUXNET for Upscaling Carbon Flux from Eddy Covariance Measurements... Estimating heterotrophic respiration at large scales: challenges, approaches, and next steps... Addressing numerical challenges in introducing a reactive transport code into a land surface model: a biogeochemical modeling... Addressing Numerical Challenges in Introducing a Reactive Transport Code into a Land Surface Model: A Biogeochemical Modeling... Coupling a Reactive Transport Code with a Global Land Surface Model for Mechanistic Biogeochemistry Representation: 1. Addres... Characterization and classification of vegetation canopy structure and distribution within the Great Smoky Mountains National... CTFS-ForestGEO: A Worldwide Network Monitoring Forests in an Era of Global Change... Pagination First page « First Previous page ‹‹ Page 1 Current page 2 Page 3 Next page ›› Last page Last » Key Links ORCID Homepage Organizations Biological and Environmental Systems Science Directorate Environmental Sciences Division Earth Systems Science Section Earth System Modeling Group Climate Change Science Institute
