Forrest M. Hoffman

发表

Systematic Evaluation of Land Surface Models Using the International Land Model Benchmarking (ILAMB) Package` (Invited Presentation)

Forrest M. Hoffman, F. Hoffman, 2017 .

Multivariate Geographic Clustering in A Metacomputing Environment Using Globus

Nicholas T. Karonis, William W. Hargrove, G. Mahinthakumar, 2006 .

GeoComputation 2009

Yong Xue, Dingsheng Liu, Forrest M. Hoffman, 2009, ICCS.

Querying for Feature Extraction and Visualization in Climate Modeling

Jian Huang, C. Ryan Johnson, Wesley Kendall, 2009, ICCS.

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2013, ICCS.

Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans

Jian Huang, Robert Sisneros, George Ostrouchov, 2011, ICCS.

INVITED The International Land Model Benchmarking Project (ILAMB)

Forrest M. Hoffman, F. Hoffman, 2013 .

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2017, 2017 IEEE International Conference on Cluster Computing (CLUSTER).

EarthInsights: Parallel Clustering of Large Earth Science Datasets on the Summit Supercomputer

Jitendra Kumar, William W. Hargrove, Sarat Sreepathi, 2018 .

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

Umakant Mishra, Forrest M. Hoffman, Sagar Gautam, 2020, Frontiers in Big Data.

Model evaluation using a community benchmarking system for land surface models

W. J. Riley, Forrest M. Hoffman, M. Mu, 2014 .

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

Jitendra Kumar, Forrest M. Hoffman, Zachary L. Langford, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

The C4MIP experimental protocol for CMIP6

Martin Jung, Forrest M. Hoffman, Victor Brovkin, 2016 .

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2011, ICCS.

Porting and Performance of the Community Climate System Model (CCSM3) on the Cray X1

John B. Drake, Forrest M. Hoffman, George R Carr, 2005 .

Using multivariate clustering to characterize ecoregion borders

William W. Hargrove, Forrest M. Hoffman, W. Hargrove, 1999, Comput. Sci. Eng..

A framework for benchmarking land models

Philippe Ciais, Christopher R. Schwalm, Shilong Piao, 2012 .

Overview of NLCF FY 2006 Allocations

Arnold N. Tharrington, Forrest M. Hoffman, Otis Messer, 2006 .

Innovation and Exploration of Observations and Earth System Models Using Machine Learning and Big Data Analysis I

Pierre Gentine, Forrest M. Hoffman, Maike Sonnewald, 2019 .

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

Jitendra Kumar, William W. Hargrove, Forrest M. Hoffman, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Vectorizing the Community Land Model

Mariana Vertenstein, Forrest M. Hoffman, James B. White, 2005, Int. J. High Perform. Comput. Appl..

Data Mining Geophysical Content from Satellites and Global Climate Models

David Erickson, Auroop R. Ganguly, Forrest M. Hoffman, 2009, 2009 IEEE International Conference on Data Mining Workshops.

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

Jitendra Kumar, Forrest M. Hoffman, Zachary L. Langford, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Multivariate Spatio-Temporal Clustering (MSTC) as a Data Mining Tool for Environmental Applications

Richard T. Mills, Salil Mahajan, William W. Hargrove, 2008 .

Scalable Algorithms for Clustering Large Geospatiotemporal Data Sets on Manycore Architectures

Jitendra Kumar, Sarat Sreepathi, Richard T. Mills, 2016 .

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

Peter E. Thornton, Ranga B. Myneni, Xiaoying Shi, 2013, Remote. Sens..

Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks

Jitendra Kumar, Forrest M. Hoffman, Colleen M. Iversen, 2019, Remote. Sens..

Data Mining in Earth System Science (DMESS 2011)

Jian Huang, Jitendra Kumar, Ranga Raju Vatsavai, 2011, ICCS.

Representativeness-based sampling network design for the State of Alaska

Richard T. Mills, William W. Hargrove, Forrest M. Hoffman, 2013, Landscape Ecology.

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Integrating Statistical and Expert Knowledge to Develop Phenoregions for the Continental United States

William W. Hargrove, Jitendra Kumar, Bjørn-Gustaf J. Brooks, 2013 .

Empirical Mining of Large Data Sets Already Helps to Solve Practical Ecological Problems; A Panoply of Working Examples (Invited)

Jitendra Kumar, William W. Hargrove, Forrest M. Hoffman, 2013 .

Preface to the International Workshop on Spatial and Spatio-Temporal Data Mining

Dimitrios Gunopulos, Eamonn J. Keogh, Alfredo Cuzzocrea, 2011, IEEE ICDM 2011.

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

Jitendra Kumar, Forrest M. Hoffman, Colleen M. Iversen, 2016, Remote. Sens..

The International Land Model Benchmarking (ILAMB) System: Design, Theory, and Implementation

Forrest M. Hoffman, David M. Lawrence, William J. Riley, 2018, Journal of Advances in Modeling Earth Systems.

Scalable Algorithms for Unsupervised Classification and Anomaly Detection in Large Geospatiotemporal Data Sets

Jitendra Kumar, Forrest M. Hoffman, R. T. Mills, 2015 .

Enhancing global change experiments through integration of remote‐sensing techniques

Andrew Fox, Elizabeth M. Middleton, Luke Smallman, 2019, Frontiers in Ecology and the Environment.

Advances in Cross-Cutting Ideas for Computational Climate Science

Stefan M. Wild, Esmond G. Ng, George Ostrouchov, 2017 .

Development and application of a benchmarking system for land models (Invited)

W. J. Riley, Forrest M. Hoffman, M. Mu, 2013 .

A geochemical expert system prototype using object-oriented knowledge representation and a production rule system

Forrest M. Hoffman, Vijay S. Tripathi, 1993 .

Mapcurves: a quantitative method for comparing categorical maps

Paul F. Hessburg, William W. Hargrove, Forrest M. Hoffman, 2006, J. Geogr. Syst..

Scoring Methods in the International Land Benchmarking (ILAMB) Package

Nathan Collier, W. J. Riley, Forrest M. Hoffman, 2017 .

Using reactive transport codes to provide mechanistic biogeochemistry representations in global land surface models: CLM-PFLOTRAN 1.0

Gautam Bisht, Xiaofeng Xu, Peter E. Thornton, 2015 .

Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation

Forrest M. Hoffman, Min Xu, Xiaoying Shi, 2019, 2019 International Conference on Data Mining Workshops (ICDMW).

Multivariate Spatio-Temporal Clustering: A Framework for Integrating Disparate Data to Understand Network Representativeness and Scaling Up Sparse Ecosystem Measurements

Jitendra Kumar, William W. Hargrove, Forrest M. Hoffman, 2014 .

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

Jitendra Kumar, William W. Hargrove, Richard Tran Mills, 2011, ICCS.

Multivariate Geographic Cluster Using a Beowulf-style Parallel Computer

William W. Hargrove, Forrest M. Hoffman, W. Hargrove, 1999, PDPTA.

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

Jitendra Kumar, Forrest M. Hoffman, Zachary L. Langford, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

A continental strategy for the National Ecological Observatory Network

William W. Hargrove, Forrest M. Hoffman, David S. Schimel, 2008 .

Use of the Köppen–Trewartha climate classification to evaluate climatic refugia in statistically derived ecoregions for the People’s Republic of China

William W. Hargrove, Forrest M. Hoffman, Henry F. Diaz, 2009 .

MECHANISTIC-BASED GENETIC ALGORITHM SEARCH ON A BEOWULF CLUSTER OF LINUX PCS

William W. Hargrove, Forrest M. Hoffman, Jin-Ping Gwo, 2000 .

Preindustrial-Control and Twentieth-Century Carbon Cycle Experiments with the Earth System Model CESM1(BGC)

Peter E. Thornton, Scott C. Doney, Forrest M. Hoffman, 2014 .

Fire dynamics during the 20th century simulated by the Community Land Model

Peter E. Thornton, Keith W. Oleson, Forrest M. Hoffman, 2010 .

Systematic assessment of terrestrial biogeochemistry in coupled climate–carbon models

Peter E. Thornton, Steven W. Running, Scott C. Doney, 2009 .

A Fractal Landscape Realizer for Generating Synthetic Maps

William W. Hargrove, Forrest M. Hoffman, W. Hargrove, 2002 .

A Practical Map-Analysis Tool for Detecting Potential Dispersal Corridors

Rebecca A. Efroymson, William W. Hargrove, Forrest M. Hoffman, 2004, Landscape Ecology.

2016 International Land Model Benchmarking (ILAMB) Workshop Report

Atul K. Jain, George Shu Heng Pau, Veronika Eyring, 2016 .

Understanding the representativeness of FLUXNET for upscaling carbon flux from eddy covariance measurements

Nathan Collier, Jitendra Kumar, William W. Hargrove, 2016 .

North American Carbon Program (NACP) regional interim synthesis: Terrestrial biospheric model intercomparison

Atul K. Jain, Yaxing Wei, Peter E. Thornton, 2012 .

NEON: a hierarchically designed national ecological network

William W. Hargrove, Forrest M. Hoffman, W. Hargrove, 2007 .

HBGC123D: a high-performance computer model of coupled hydrogeological and biogeochemical processes

Eduardo F. D'Azevedo, Forrest M. Hoffman, Gour-Tsyh Yeh, 2001 .

Progress Towards Coupled Simulation of Surface/Subsurface Hydrologic Processes and Terrestrial Ecosystem Dynamics Using the Community Models PFLOTRAN and CLM

Satish Karra, Gautam Bisht, Jitendra Kumar, 2012 .

The impact of climate, CO2, nitrogen deposition and land use change on simulated contemporary global river flow

Peter E. Thornton, Forrest M. Hoffman, Wilfred M. Post, 2011 .

Human-induced greening of the northern extratropical land surface

Peter E. Thornton, Ranga B. Myneni, Philippe Ciais, 2016 .

Adventures in Vectorizing the Community Land Model

Forrest M. Hoffman, 2004 .

Technical Description of the Community Land Model (CLM)

Peter E. Thornton, Zong-Liang Yang, Mariana Vertenstein, 2004 .

Results from the Carbon-Land Model Intercomparison Project (C-LAMP)

Peter E. Thornton, Inez Y. Fung, Forrest M. Hoffman, 2007 .

A global framework for monitoring phenological responses to climate change

Ramakrishna R. Nemani, William W. Hargrove, Forrest M. Hoffman, 2005 .

Time-varying multivariate visualization for understanding terrestrial biogeochemistry

Forrest M. Hoffman, David J. Erickson, Jian Huang, 2008 .

Transit times and mean ages for nonautonomous and autonomous compartmental systems

Ying Wang, Alan Hastings, Benito M. Chen-Charpentier, 2016, Journal of Mathematical Biology.

Disentangling climatic and anthropogenic controls on global terrestrial evapotranspiration trends

Atul K. Jain, Yaxing Wei, Peter E. Thornton, 2015, Environmental Research Letters.

New analysis reveals representativeness of the AmeriFlux network

William W. Hargrove, Forrest M. Hoffman, Beverly E. Law, 2003 .