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2020 – today
- 2022
[c21]Bharat Sharma
, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman:
Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) 2022: 1136-1143- 2020
- [j9]Umakant Mishra, Sagar Gautam, William J. Riley, Forrest M. Hoffman:
Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region. Frontiers Big Data 3: 528441 (2020) - [c20]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:
Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC 2020: 204-225
2010 – 2019
- 2019
- [j8]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen:
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11(1): 69 (2019) - [c19]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops 2019: 262-269 - [c18]Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi:
Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation. ICDM Workshops 2019: 303-310 - 2018
- [c17]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops 2018: 770-778 - [c16]Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops 2018: 787-794 - 2017
- [c15]Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove:
Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER 2017: 267-277 - [c14]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman:
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops 2017: 322-331 - 2016
- [j7]Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen:
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8(9): 733 (2016) - 2015
- [c13]Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb:
Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops 2015: 1478-1485 - 2013
- [j6]Jiafu Mao, Xiaoying Shi, Peter E. Thornton, Forrest M. Hoffman, Zaichun Zhu, Ranga B. Myneni:
Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009. Remote. Sens. 5(3): 1484-1497 (2013) - [c12]Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman:
Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS 2013: 2396-2405 - 2011
- [j5]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:
Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environ. Model. Softw. 26(3): 328-336 (2011) - [c11]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:
Data Mining in Earth System Science (DMESS 2011). ICCS 2011: 1450-1455 - [c10]Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman:
Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans. ICCS 2011: 1582-1591 - [c9]Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove:
Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS 2011: 1602-1611 - [c8]Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove:
Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS 2011: 1612-1621 - 2010
- [c7]Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove:
Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS 2010: 170-173
2000 – 2009
- 2009
- [c6]Yong Xue, Forrest M. Hoffman, Dingsheng Liu:
GeoComputation 2009. ICCS (2) 2009: 345-348 - [c5]C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman:
Querying for Feature Extraction and Visualization in Climate Modeling. ICCS (2) 2009: 416-425 - [c4]David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson:
Data Mining Geophysical Content from Satellites and Global Climate Models. ICDM Workshops 2009: 214-216 - 2008
- [c3]Wesley Kendall, Markus Glatter, Jian Huang, Forrest M. Hoffman, David E. Bernholdt:
Web enabled collaborative climate visualization in the Earth System Grid. CTS 2008: 212-220 - 2006
- [j4]William W. Hargrove, Forrest M. Hoffman, Paul F. Hessburg:
Mapcurves: a quantitative method for comparing categorical maps. J. Geogr. Syst. 8(2): 187-208 (2006) - 2005
- [j3]Forrest M. Hoffman, Mariana Vertenstein, Hideyuki Kitabata, James B. White III:
Vectorizing the Community Land Model. Int. J. High Perform. Comput. Appl. 19(3): 247-260 (2005)
1990 – 1999
- 1999
- [j2]Forrest M. Hoffman, William W. Hargrove:
Parallel computing with Linux. XRDS 6(1): 23-27 (1999) - [j1]William W. Hargrove, Forrest M. Hoffman:
Using multivariate clustering to characterize ecoregion borders. Comput. Sci. Eng. 1(4): 18-25 (1999) - [c2]Forrest M. Hoffman, William W. Hargrove:
Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer. PDPTA 1999: 1292-1298 - [c1]G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis:
Multivariate Geographic Clustering in A Metacomputing Environment Using Globus. SC 1999: 5
Coauthor Index
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