Forrest M. Hoffman

According to our database, Forrest M. Hoffman authored at least 30 papers between 1999 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes.

Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2020

Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region.

Umakant Mishra, Sagar Gautam, William J. Riley, Forrest M. Hoffman

Frontiers Big Data, 2020

Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions.

David J. Durden, Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, Forrest M. Hoffman

Proceedings of the Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI, 2020

2019

Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks.

Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen

Remote. Sens., 2019

Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation.

Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Deep Transfer Learning With Field-Based Measurements for Large Area Classification.

Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures.

Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets.

Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017

Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion.

Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers.

Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove

Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

2016

Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets.

Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen

Remote. Sens., 2016

2015

Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR.

Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2013

Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009.

Jiafu Mao, Xiaoying Shi, Peter E. Thornton, Forrest M. Hoffman, Zaichun Zhu, Ranga B. Myneni

Remote. Sens., 2013

Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis.

Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman

Proceedings of the International Conference on Computational Science, 2013

2011

Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans.

Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman

Proceedings of the International Conference on Computational Science, 2011

Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats.

Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove

Proceedings of the International Conference on Computational Science, 2011

Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets.

Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove

Proceedings of the International Conference on Computational Science, 2011

Data Mining in Earth System Science (DMESS 2011).

Forrest M. Hoffman, Jay Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai

Proceedings of the International Conference on Computational Science, 2011

Technical assessment and evaluation of environmental models and software: Letter to the Editor.

G. A. Alexandrov, Daniel P. Ames, Gianni Bellocchi, Michael Bruen, Neil Crout, Marina G. Erechtchoukova, Anke Hildebrandt, Forrest M. Hoffman, C. Jackisch, Peter A. Khaiter, Giorgio Mannina, Tsuneo Matsunaga, S. Thomas Purucker, M. Rivington, Luis Samaniego

Environ. Model. Softw., 2011

2010

Geospatiotemporal data mining in an early warning system for forest threats in the United States.

Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009

Data Mining Geophysical Content from Satellites and Global Climate Models.

David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson

Proceedings of the ICDM Workshops 2009, 2009

GeoComputation 2009.

Yong Xue, Forrest M. Hoffman, Dingsheng Liu

Proceedings of the Computational Science, 2009

Querying for Feature Extraction and Visualization in Climate Modeling.

C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman

Proceedings of the Computational Science, 2009

2008

Web enabled collaborative climate visualization in the Earth System Grid.

Wesley Kendall, Markus Glatter, Jian Huang, Forrest M. Hoffman, David E. Bernholdt

Proceedings of the 2008 International Symposium on Collaborative Technologies and Systems, 2008

2006

Mapcurves: a quantitative method for comparing categorical maps.

William W. Hargrove, Forrest M. Hoffman, Paul F. Hessburg

J. Geogr. Syst., 2006

2005

Vectorizing the Community Land Model.

Forrest M. Hoffman, Mariana Vertenstein, Hideyuki Kitabata, James B. White III

Int. J. High Perform. Comput. Appl., 2005

1999

Using multivariate clustering to characterize ecoregion borders.

William W. Hargrove, Forrest M. Hoffman

Comput. Sci. Eng., 1999

Parallel computing with Linux.

Forrest M. Hoffman, William W. Hargrove

XRDS, 1999

Multivariate Geographic Clustering in A Metacomputing Environment Using Globus.

G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis

Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer.

Forrest M. Hoffman, William W. Hargrove

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999