Forrest M. Hoffman

35 papers A 1B 3C 2Misc 6Journal 11Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ESGF-Assistant: A Domain-Specific Large Language Model for Navigating Earth System Data. ICDM (Workshops) Daniel Saedi Nia, Elias C. Massoud, Bharat Sharma, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman
2025	J	`jnl`	Mapping wall-to-wall fractional cover of Arctic tundra plant functional types in Alaska using 20-m spatial resolution satellite imagery and harmonized plot observations. Int. J. Appl. Earth Obs. Geoinformation Tianqi Zhang, Morgan R. Steckler, Amy L. Breen, Forrest M. Hoffman, William W. Hargrove, Verity G. Salmon, Colleen M. Iversen, Stan D. Wullschleger, Jitendra Kumar
2024	J	`jnl`	Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study. CoRR Lukasz Lacinski, Lee Liming, Steven Turoscy, Cameron Harr, Kyle Chard, Eli Dart, Paul Durack, Sasha Ames, Forrest M. Hoffman, Ian T. Foster
2024	B	`conf`	Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers. IEEE Big Data Elias C. Massoud, Nathan Collier, Bharat Sharma, Jitendra Kumar, Forrest M. Hoffman
2024	B	`conf`	Forecast of Wildfire Potential Across California USA Using a Transformer. IEEE Big Data Russell Limber, William W. Hargrove, Forrest M. Hoffman, Jitendra Kumar
2022	—	`conf`	Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes. ICDM (Workshops) Bharat Sharma, Jitendra Kumar, Auroop R. Ganguly, Forrest M. Hoffman
2020	B	`conf`	Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and Analysis of Biosphere-Atmosphere Interactions. SMC 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
2020	J	`jnl`	Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region. Frontiers Big Data Umakant Mishra, Sagar Gautam, William J. Riley, Forrest M. Hoffman
2019	J	`jnl`	Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen
2019	—	`conf`	Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2019	—	`conf`	Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation. ICDM Workshops Min Xu, Salil Mahajan, Forrest M. Hoffman, Xiaoying Shi
2018	—	`conf`	Parallel k-Means Clustering of Geospatial Data Sets Using Manycore CPU Architectures. ICDM Workshops Richard Tran Mills, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, William W. Hargrove
2018	—	`conf`	Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2017	—	`conf`	Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
2017	C	`conf`	Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers. CLUSTER Sarat Sreepathi, Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, Vamsi Sripathi, William W. Hargrove
2016	J	`jnl`	Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen
2015	—	`conf`	Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park Using LiDAR. ICDM Workshops Jitendra Kumar, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, Doug Newcomb
2013	J	`jnl`	Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982-2009. Remote. Sens. Jiafu Mao, Xiaoying Shi, Peter E. Thornton, Forrest M. Hoffman, Zaichun Zhu, Ranga B. Myneni
2013	Misc	`conf`	Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis. ICCS Richard Tran Mills, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, Steven P. Norman
2011	Misc	`conf`	Cluster Analysis-Based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats. ICCS Richard Tran Mills, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove
2011	Misc	`conf`	Data Mining in Earth System Science (DMESS 2011). ICCS 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
2011	Misc	`conf`	Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets. ICCS Jitendra Kumar, Richard Tran Mills, Forrest M. Hoffman, William W. Hargrove
2011	J	`jnl`	Technical assessment and evaluation of environmental models and software: Letter to the Editor. Environ. Model. Softw. 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
2011	Misc	`conf`	Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans. ICCS Robert Sisneros, Jian Huang, George Ostrouchov, Forrest M. Hoffman
2010	C	`conf`	Geospatiotemporal data mining in an early warning system for forest threats in the United States. IGARSS Forrest M. Hoffman, Richard Tran Mills, Jitendra Kumar, Srinivasa S. Vulli, William W. Hargrove
2009	—	`conf`	Data Mining Geophysical Content from Satellites and Global Climate Models. ICDM Workshops David Erickson, Jamison Daniel, Melissa R. Allen, Auroop R. Ganguly, Forrest M. Hoffman, Steven Pawson, Lesley Ott, Eric Neilson
2009	—	`conf`	GeoComputation 2009. ICCS (2) Yong Xue, Forrest M. Hoffman, Dingsheng Liu
2009	—	`conf`	Querying for Feature Extraction and Visualization in Climate Modeling. ICCS (2) C. Ryan Johnson, Markus Glatter, Wesley Kendall, Jian Huang, Forrest M. Hoffman
2008	—	`conf`	Web enabled collaborative climate visualization in the Earth System Grid. CTS Wesley Kendall, Markus Glatter, Jian Huang, Forrest M. Hoffman, David E. Bernholdt
2006	J	`jnl`	Mapcurves: a quantitative method for comparing categorical maps. J. Geogr. Syst. William W. Hargrove, Forrest M. Hoffman, Paul F. Hessburg
2005	J	`jnl`	Vectorizing the Community Land Model. Int. J. High Perform. Comput. Appl. Forrest M. Hoffman, Mariana Vertenstein, Hideyuki Kitabata, James B. White III
1999	Misc	`conf`	Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer. PDPTA Forrest M. Hoffman, William W. Hargrove
1999	A	`conf`	Multivariate Geographic Clustering in A Metacomputing Environment Using Globus. SC G. (Kumar) Mahinthakumar, Forrest M. Hoffman, William W. Hargrove, Nicholas T. Karonis
1999	J	`jnl`	Parallel computing with Linux. XRDS Forrest M. Hoffman, William W. Hargrove
1999	J	`jnl`	Using multivariate clustering to characterize ecoregion borders. Comput. Sci. Eng. William W. Hargrove, Forrest M. Hoffman