Résumé of Forrest M. Hoffman

Konduri, Venkata Shashank, Amy L. Breen, William W. Hargrove, Forrest M. Hoffman, Verity G. Salmon, Colleen M. Iversen, Auroop R. Ganguly, and Jitendra Kumar. 2024. “Scaling from plot to peninsula: High-resolution plant community type mapping in Alaska low Arctic tundra.” AGU Adv., in review. [ORNL #186379]

Nyaupane, Kamal, Umakant Mishra, Feng Tao, Kyongmin Yeo, William J. Riley, Forrest M. Hoffman, and Sagar Gautam. 2024. “Observational Benchmarks Inform Representation of Soil Organic Carbon Dynamics in Land Surface Models.” Biogeosci. Discuss., 2024:1–28, in review. doi:10.5194/bg-2023-50. [ORNL #200768]

Rubin, Hannah J., Cheng-En Yang, Forrest M. Hoffman, and Joshua S. Fu. December 1, 2024. “Projected Global Sulfur Deposition with Climate Intervention.” Glob. Environ. Change Adv., 3, 100011. doi:10.1016/j.gecadv.2024.100011. [BibTeX citation] [ORNL #225029]

Lacinski, Lukasz, Lee Liming, Steven Turoscy, Cameron Harr, Kyle Chard, Eli Dart, Paul Durack, Sasha Ames, Forrest M. Hoffman, and Ian T. Foster. April 30, 2024. “Automated, Reliable, and Efficient Continental-Scale Replication of 7.3 Petabytes of Climate Simulation Data: A Case Study.” arXiv, cs.DC, 2404.19717. doi:10.48550/arXiv.2404.19717. [BibTeX citation] [ORNL #225030]

Shi, Xiaoying, Yaoping Wang, Jiafu Mao, Peter E. Thornton, Daniel M. Riccuito, Forrest M. Hoffman, and Yuefeng Hao. May 1, 2024. “Quantifying the Long-term Changes of Terrestrial Water Storage and Their Driving Factors.” J. Hydrol., 635, 131096. doi:10.1016/j.jhydrol.2024.131096. [BibTeX citation] [ORNL #217036]

Shi, Zheng, Forrest M. Hoffman, Min Xu, Umakant Mishra, Steven D. Allison, Jizhong Zhou, and James T. Randerson. April 1, 2024. “Global-Scale Convergence Obscures Inconsistencies in Soil Carbon Change Predicted by Earth System Models.” AGU Adv., 5(2), e2023AV001068. doi:10.1029/2023AV001068. [BibTeX citation] [ORNL #211797] Highlight: Eos Research Spotlight—Coming to a Consensus on Carbon.

Massoud, Elias C., Forrest M. Hoffman, Zheng Shi, Jinyun Tang, Elie Alhajjar, Mallory Barnes, Renato K. Braghiere, Zoe Cardon, Nathan Collier, Octavia Crompton, P. James Dennedy-Frank, Sagar Gautam, Miquel A. Gonzalez-Meler, Julia K. Green, Charles Koven, Paul Levine, Natasha MacBean, Jiafu Mao, Richard Tran Mills, Umakant Mishra, Maruti Mudunuru, Alexandre A. Renchon, Sarah Scott, Erica R. Siirila-Woodburn, Matthias Sprenger, Christina Tague, Yaoping Wang, Chonggang Xu, and Claire Zarakas. October 1, 2023. “Perspectives on Artificial Intelligence for Predictions in Ecohydrology.” Artificial Intelligence for the Earth Systems, 2(4), e230005. doi:10.1175/AIES-D-23-0005.1. [BibTeX citation] [ORNL #189482]

Li, Yue, Jessica C. A. Baker, Paulo M. Brando, Forrest M. Hoffman, David M. Lawrence, Douglas C. Morton, Abigail L. S. Swann, Maria del Rosario Uribe, and James T. Randerson. September 1, 2023. “Future Increases in Amazonia Water Stress from CO₂ Physiology and Deforestation.” Nat. Water, 1(9):769–777. doi:10.1038/s44221-023-00128-y. [BibTeX citation] [ORNL #202290]

Yang, Xiaojuan, Peter E. Thornton, Daniel Ricciuto, Yilong Wang, and Forrest M. Hoffman. July 17, 2023. “Global Evaluation of Terrestrial Biogeochemistry in the Energy Exascale Earth System Model (E3SM) and the Role of the Phosphorus Cycle in the Historical Terrestrial Carbon Balance.” Biogeosci., 20(14):2813–2836. doi:10.5194/bg-20-2813-2023. [BibTeX citation] [ORNL #138728]

Aboelyazeed, Doaa, Chonggang Xu, Forrest M. Hoffman, Jiangtao Liu, Alex W. Jones, Chris Rackauckas, Kathryn Lawson, and Chaopeng Shen. July 6, 2023. “A Differentiable, Physics-informed Ecosystem Modeling and Learning Framework for Large-scale Inverse Problems: Demonstration with Photosynthesis Simulations.” Biogeosci., 20(13):2671–2692. doi:10.5194/bg-20-2671-2023. [BibTeX citation] [ORNL #200770]

Sharma, Bharat, Jitendra Kumar, Auroop R. Ganguly, and Forrest M. Hoffman. May 22, 2023. “Carbon Cycle Extremes Accelerate Weakening of the Land Carbon Sink in the Late 21st Century.” Biogeosci., 20(10):1829–1841. doi:10.5194/bg-20-1829-2023. See also Supplement. [BibTeX citation] [ORNL #179441]

Sharma, Bharat, Jitendra Kumar, Auroop R. Ganguly, and Forrest M. Hoffman. November 28, 2022. “Using Image Processing Techniques to Identify and Quantify Spatiotemporal Carbon Cycle Extremes.” Proceedings of the 2022 IEEE International Conference on Data Mining Workshops (ICDMW 2022), 1136–1143. Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW58026.2022.00148. [BibTeX citation] [ORNL #191513]

Wang, Yaoping, Jiafu Mao, Forrest M. Hoffman, Céline J. W. Bonfils, Hervé Douville, Mingzhou Jin, Peter E. Thornton, Daniel M. Ricciuto, Xiaoying Shi, Haishan Chen, Stan D. Wullschleger, Shilong Piao, and Yongjiu Dai. November 11, 2022. “Quantification of Human Contribution to Soil Moisture-based Terrestrial Aridity.” Nat. Commun., 13(1), 6848. doi:10.1038/s41467-022-34071-5. [BibTeX citation] [ORNL #188198]

Mishra, Umakant, Kyongmin Yeo, Kabindra Adhikari, William J. Riley, Forrest M. Hoffman, Corey Hudson, and Sagar Gautam. November 1, 2022. “Empirical Relationships Between Environmental Factors and Soil Organic Carbon Produce Comparable Prediction Accuracy as the Machine Learning.” Soil Sci. Soc. Am. J., 86(6):1611–1624. doi:10.1002/saj2.20453. [BibTeX citation] [ORNL #184729]

Fu, Weiwei, J. Keith Moore, François Primeau, Nathan Collier, Olu O. Ogunro, Forrest M. Hoffman, and James T. Randerson. October 1, 2022. “Evaluation of Ocean Biogeochemistry and Carbon Cycling in CMIP Earth System Models with the International Ocean Model Benchmarking (IOMB) Software System.” J. Geophys. Res. Oceans, 127(10), e2022JC018965. doi:10.1029/2022JC018965. [BibTeX citation] [ORNL #184419]

Hardouin, Lucas, Christine Delire, Bertrand Decharme, David M. Lawrence, Julia E. M. S. Nabel, Victor Brovkin, Nathan Collier, Rosie Fisher, Forrest M. Hoffman, Charles D. Koven, Roland Séférian, and Tobias Stacke. September 7, 2022. “Uncertainty in Land Carbon Budget Simulated by Terrestrial Biosphere Models: The Role of Atmospheric Forcing.” Environ. Res. Lett., 17(9), 094033. doi:10.1088/1748-9326/ac888d. [BibTeX citation] [ORNL #184441]

Sharma, Bharat, Jitendra Kumar, Nathan Collier, Auroop R. Ganguly, and Forrest M. Hoffman. June 9, 2022. “Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use & Land Cover Change from 1850 to 2300.” J. Geophys. Res. Biogeosci., 127(6), e2021JG006738. doi:10.1029/2021JG006738. [BibTeX citation] [ORNL #168724]

Yu, Yan, Jiafu Mao, Stan D. Wullschleger, Anping Chen, Xiaoying Shi, Yaoping Wang, Forrest M. Hoffman, Yulong Zhang, and Eric Pierce. March 22, 2022. “Machine Learning–Based Observation-Constrained Projections Reveal Elevated Global Socioeconomic Risks from Wildfire.” Nat. Commun., 13(1), 1250. doi:10.1038/s41467-022-28853-0. [BibTeX citation] [ORNL #165412]

Pallandt, Martijn M. T. A., Jitendra Kumar, Marguerite Mauritz, Edward A. G. Schuur, Anna-Maria Virkkala, Gerardo Celis, Forrest M. Hoffman, and Mathias Göckede. February 2, 2022. “Representativeness Assessment of the Pan-Arctic Eddy Covariance Site Network and Optimized Future Enhancements.” Biogeosci., 19(3):559–583. doi:10.5194/bg-19-559-2022. [BibTeX citation] [ORNL #164062]

Chai, Rongfan, Jiafu Mao, Haishan Chen, Yaoping Wang, Xiaoying Shi, Mingzhou Jin, Tianbao Zhao, Forrest M. Hoffman, Daniel M. Ricciuto, and Stan D. Wullschleger. December 21, 2021. “Human-caused Long-term Changes in Global Aridity.” npj Clim. Atmos. Sci., 4(1). doi:10.1038/s41612-021-00223-5. [BibTeX citation] [ORNL #150509]

Tang, Rongyun, Jiafu Mao, Mingzhou Jin, Anping Chen, Yan Yu, Xiaoying Shi, Yulong Zhang, Forrest M. Hoffman, Min Xu, and Yaoping Wang. October 1, 2021. “Interannual Variability and Climatic Sensitivity of Global Wildfire Activity.” Adv. Clim. Chang. Res., 12(5):686–695. doi:10.1016/j.accre.2021.07.001. [BibTeX citation] [ORNL #151606]

Jiang, Lifen, Junyi Liang, Xingjie Lu, Enqing Hou, Forrest M. Hoffman, and Yiqi Luo. September 14, 2021. “Country-level Land Carbon Sink and Its Causing Components by the Middle of the Twenty-first Century.” Ecol. Process., 10(1), 61. doi:10.1186/s13717-021-00328-y. [BibTeX citation] [ORNL #200771]

Wang, Yaoping, Jiafu Mao, Mingzhou Jin, Forrest M. Hoffman, Xiaoying Shi, Stan D. Wullschleger, and Yongjiu Dai. September 7, 2021. “Development of Observation-based Global Multilayer Soil Moisture Products for 1970 to 2016.” Earth Syst. Sci. Data, 13(9):4385–4405. doi:10.5194/essd-13-4385-2021. [BibTeX citation] [ORNL #153856]

Zarnetske, Phoebe L., Jessica Gurevitch, Janet Franklin, Peter M. Groffman, Cheryl S. Harrison, Jessica J. Hellmann, Forrest M. Hoffman, Shan Kothari, Alan Robock, Simone Tilmes, Daniele Visioni, Jin Wu, Lili Xia, and Cheng-En Yang. April 13, 2021. “Potential Ecological Impacts of Climate Intervention by Reflecting Sunlight to Cool Earth.” Proc. Nat. Acad. Sci., 118(15), e1921854118. doi:10.1073/pnas.1921854118. [BibTeX citation] [ORNL #144312]

Mishra, Umakant, Gustaf Hugelius, Eitan Shelef, Yuanhe Yang, Jens Strauss, Alexey Lupachev, Jennifer W. Harden, Julie D. Jastrow, Chien-Lu Ping, William J. Riley, Edward A. G. Schuur, Roser Matamala, Matthias Siewert, Lucas E. Nave, Charles D. Koven, Matthias Fuchs, Juri Palmtag, Peter Kuhry, Claire C. Treat, Sebastian Zubrzycki, Forrest M. Hoffman, Bo Elberling, Philip Camill, Alexandra Veremeeva, and Andrew Orr. February 24, 2021. “Spatial Heterogeneity and Environmental Predictors of Permafrost Region Soil Organic Carbon Stocks.” Sci. Adv., 7(9), eaaz5236. doi:10.1126/sciadv.aaz5236. [BibTeX citation] [ORNL #144454]

Fer, Istem, Anthony K. Gardella, Alexey N. Shiklomanov, Eleanor E. Campbell, Elizabeth M. Cowdery, Martin G. De Kauwe, Ankur Desai, Matthew J. Duveneck, Joshua B. Fisher, Katherine D. Haynes, Forrest M. Hoffman, Miriam R. Johnston, Rob Kooper, David S. LeBauer, Joshua Mantooth, William Parton, Benjamin Poulter, Tristan Quaife, Ann Raiho, Kevin Schaefer, Shawn P. Serbin, James Simkins, Kevin R. Wilcox, Toni Viskari, and Michael C. Dietze. January 1, 2021. “Beyond Ecosystem Modeling: A Roadmap to Community Cyberinfrastructure for Ecological Data-Model Integration.” Glob. Change Biol., 27(1):13–26. doi:10.1111/gcb.15409. [BibTeX citation] [ORNL #148314]

Durden, David J., Stefan Metzger, Housen Chu, Nathan Collier, Kenneth J. Davis, Ankur R. Desai, Jitendra Kumar, William R. Wieder, Min Xu, and Forrest M. Hoffman. December 18, 2020. “Automated Integration of Continental-scale Observations in Near-Real Time for Simulation and Analysis of Biosphere–Atmosphere Interactions.” In Jeffrey Nichols, Becky Verastegui, Arthur ‘Barney’ Maccabe, Oscar Hernandez, Suzanne Parete-Koon, and Theresa Ahearn, editors, Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data, and AI, pages 204–225. 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC2020 (August 26–28, 2020), Springer International Publishing, Cham. ISBN 978-3-030-63393-6. doi:10.1007/978-3-030-63393-6_14. [BibTeX citation] [ORNL #144308]

Konduri, V. Shashank, Jitendra Kumar, William W. Hargrove, Forrest M. Hoffman, and Auroop R. Ganguly. December 15, 2020. “Mapping Crops Within the Growing Season Across the United States.” Remote Sens. Environ., 251, 112048. doi:10.1016/j.rse.2020.112048. [BibTeX citation] [ORNL #133827]

Beckage, Brian, Katherine Lacasse, Jonathan M. Winter, Louis J. Gross, Nina Fefferman, Forrest M. Hoffman, Sara S. Metcalf, Travis Franck, Eric Carr, Asim Zia, and Ann Kinzig. November 1, 2020. “The Earth Has Humans, So Why Don’t Our Climate Models?” Clim. Change, 163(1):181–188. doi:10.1007/s10584-020-02897-x. [BibTeX citation] [ORNL #148032]

Mishra, Umakant, Sagar Gautam, William J. Riley, and Forrest M. Hoffman. October 28, 2020. “Ensemble Machine Learning Approach Improves Predicted Spatial Variation of Surface Soil Organic Carbon Stocks in Data-Limited Northern Circumpolar Region.” Front. Big Data, 3:40. doi:10.3389/fdata.2020.528441. [BibTeX citation] [ORNL #148315]

Sreepathi, Sarat, Min Xu, Nathan Collier, Jitendra Kumar, Jiafu Mao, and Forrest M. Hoffman. October 19, 2020. “Land Model Testbed: Accelerating Development, Benchmarking and Analysis of Land Surface Models.” Proceedings of the Gateways 2020 Conference. doi:10.17605/OSF.IO/X32A8. [BibTeX citation] [ORNL #145249]

Jayasinghe, Amadini, Scott Elliott, Anastasia Piliouras, Jaclyn Clement Kinney, Georgina Gibson, Nicole Jeffery, Forrest M. Hoffman, Jitendra Kumar, and Oliver Wingenter. October 13, 2020. “Modeling Functional Organic Chemistry in Arctic Rivers: An Idealized Siberian System.” Atmos., 11(10), 1090. doi:10.3390/atmos11101090. [BibTeX citation] [ORNL #144903]

Adhikari, Kabindra, Umakant Mishra, Phillip R. Owens, Zamir Libohova, Skye A. Wills, William J. Riley, Forrest M. Hoffman, and Douglas R. Smith. October 1, 2020. “Importance and Strength of Environmental Controllers of Soil Organic Carbon Changes with Scale.” Geoderma, 375, 114472. doi:10.1016/j.geoderma.2020.114472. [BibTeX citation] [ORNL #144314]

Yang, Cheng-En, Forrest M. Hoffman, Daniel M. Ricciuto, Simone Tilmes, Lili Xia, Douglas G. MacMartin, Ben Kravitz, Jadwiga H. Richter, Michael Mills, and Joshua S. Fu. September 28, 2020. “Assessing Terrestrial Biogeochemical Feedbacks in a Strategically Geoengineered Climate.” Environ. Res. Lett., 15(10), 104043. doi:10.1088/1748-9326/abacf7. [BibTeX citation] [ORNL #133745]

Burrows, Susannah M., Mat Maltrud, Xiaojuan Yang, Qing Zhu, Nicole Jeffery, Xioaying Shi, Daniel M. Ricciuto, Shanlin Wang, Gautam Bisht, Jinyun Tang, Jon Wolfe, Bryce E. Harrop, Balwinder Singh, Lee Brent, Sterling Baldwin, Tian Zhou, Philip Cameron-Smith, Noel Keen, Nathan Collier, Min Xu, Elizabeth C. Hunke, Scott M. Elliott, Adrian K. Turner, Hong-Yi Li, Hailong Wang, Jean-Christophe Golaz, Benjamin Bond-Lamberty, Forrest M. Hoffman, William J. Riley, Peter E. Thornton, Katherine Calvin, and L. Ruby Leung. September 1, 2020. “The DOE E3SM v1.1 Biogeochemistry Configuration: Description and Simulated Ecosystem-Climate Responses to Historical Changes in Forcing.” J. Adv. Model. Earth Syst., 12(9), e2019MS001766. doi:10.1029/2019MS001766. [BibTeX citation] [ORNL #126937]

Yu, Yan, Jiafu Mao, Peter E. Thornton, Michael Notaro, Stan D. Wullschleger, Xiaoying Shi, Forrest M. Hoffman, and Yaoping Wang. June 9, 2020. “Quantifying the Drivers and Predictability of Seasonal Changes in African Fire.” Nat. Commun., 11(1), 2893. doi:10.1038/s41467-020-16692-w. [BibTeX citation] [ORNL #135417]

Weijer, Wilbert, Forrest M. Hoffman, Paul A. Ullrich, Michael Wehner, and Jialin Liu. March 1, 2020. “Hackathon Speeds Progress Toward Climate Model Collaboration.” Eos Trans. AGU, 101(3):24–27. doi:10.1029/2019EO137735. [BibTeX citation] [ORNL #136171]

Yan, Binyan, Jiafu Mao, Robert E. Dickinson, Peter E. Thornton, Xiaoying Shi, Daniel M. Ricciuto, Jeffrey M. Warren, and Forrest M. Hoffman. January 1, 2020. “Modeling Tree Stem-water Dynamics over an Amazonian Rainforest.” Ecohydrol., 13(1), e2180. doi:10.1002/eco.2180. [BibTeX citation] [ORNL #117295]

Lawrence, David M., Rosie A. Fisher, Charles D. Koven, Keith W. Oleson, Sean C. Swenson, Gordon B. Bonan, Nathan Collier, Bardan Ghimire, Leo van Kampenhout, Daniel Kennedy, Erik Kluzek, Peter J. Lawrence, Fang Li, Hongyi Li, Danica Lombardozzi, William J. Riley, William J. Sacks, Mingjie Shi, Mariana Vertenstein, William R. Wieder, Chonggang Xu, Ashehad A. Ali, Andrew M. Badger, Gautam Bisht, Michiel van den Broeke, Michael A. Brunke, Sean P. Burns, Jonathan Buzan, Martyn Clark, Anthony Craig, Kyla Dahlin, Beth Drewniak, Joshua B. Fisher, Mark Flanner, Andrew M. Fox, Pierre Gentine, Forrest M. Hoffman, Gretchen Keppel-Aleks, Ryan Knox, Sujay Kumar, Jan Lenaerts, L. Ruby Leung, William H. Lipscomb, Yaqiong Lu, Ashutosh Pandey, Jon D. Pelletier, Justin Perket, James T. Randerson, Daniel M. Ricciuto, Benjamin M. Sanderson, Andrew Slater, Zachary M. Subin, Jinyun Tang, R. Quinn Thomas, Maria V. Martin, and Xubin Zeng. December 1, 2019. “The Community Land Model Version 5: Description of New Features, Benchmarking, and Impact of Forcing Uncertainty.” J. Adv. Model. Earth Syst., 11(12):4245–4287. doi:10.1029/2018MS001583. [BibTeX citation] [ORNL #134784]

Yang, Xiaojuan, Daniel M. Ricciuto, Peter E. Thornton, Xiaoying Shi, Min Xu, Forrest M. Hoffman, and Richard J. Norby. 2019. “The Effects of Phosphorus Cycle Dynamics on Carbon Sources and Sinks in the Amazon Region: A Modeling Study Using ELM v1.” J. Geophys. Res. Biogeosci., 124(12):3686–3698. doi:10.1029/2019JG005082. [BibTeX citation] [ORNL #122453]

Xu, Min, Salil Mahajan, Forrest M. Hoffman, and Xiaoying Shi. November 8, 2019. “Evaluating Carbon Extremes in a Coupled Climate-Carbon Cycle Simulation.” Proceedings of the 2019 IEEE International Conference on Data Mining Workshops (ICDMW 2019), 303–310. Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2019.00052. [BibTeX citation] [ORNL #144572]

Langford, Zachary L., Jitendra Kumar, and Forrest M. Hoffman. November 8, 2019. “Deep Transfer Learning with Field-Based Measurements for Large Area Classification.” Proceedings of the 2019 IEEE International Conference on Data Mining Workshops (ICDMW 2019), 262–269. Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2019.00047. [BibTeX citation] [ORNL #135169]

Bonan, Gordon B., Danica L. Lombardozzi, William R. Wieder, Keith W. Oleson, David M. Lawrence, Forrest M. Hoffman, and Nathan Collier. October 1, 2019. “Model Structure and Climate Data Uncertainty in Historical Simulations of the Terrestrial Carbon Cycle (1850–2014).” Global Biogeochem. Cycles, 33(10):1310–1326. doi:10.1029/2019GB006175. [BibTeX citation] [ORNL #127992]

Forbes, Whitney L., Jiafu Mao, Daniel M. Ricciuto, Shih-Chieh Kao, Xiaoying Shi, Ahmad A. Tavakoly, Mingzhou Jin, Weidong Guo, Tianbao Zhao, Yutao Wang, Peter E. Thornton, and Forrest M. Hoffman. August 1, 2019. “Streamflow in the Columbia River Basin: Quantifying Changes over the Period 1951–2008 and Determining the Drivers of Those Changes.” Water Resour. Res., 55(8):6640–6652. doi:10.1029/2018WR024256. [BibTeX citation] [ORNL #118833]

Zhu, Qing, William J. Riley, Jinyun Tang, Nathan Collier, Forrest M. Hoffman, Xiaojuan Yang, and Gautam Bisht. August 1, 2019. “Representing Nitrogen, Phosphorus, and Carbon Interactions in the E3SM Land Model: Development and Global Benchmarking.” J. Adv. Model. Earth Syst., 11(7):2238–2258. doi:10.1029/2018MS001571. [BibTeX citation] [ORNL #127977]

Shiklomanov, Alexey N., Bethany A. Bradley, Kyla M. Dahlin, Andrew M. Fox, Christopher M. Gough, Forrest M. Hoffman, Elizabeth M. Middleton, Shawn P. Serbin, Luke Smallman, and William K. Smith. May 1, 2019. “Enhancing Global Change Experiments through Integration of Remote-sensing Techniques.” Front. Ecol. Environ., 17(4):215–224. doi:10.1002/fee.2031. [BibTeX citation] [ORNL #124293]

Elliott, Scott, Zachary Menzo, Amadini Jayasinghe, Heather C. Allen, Oluwaseun Ogunro, Georgina Gibson, Forrest M. Hoffman, and Oliver Wingenter. April 30, 2019. “Biogeochemical Equation of State for the Sea-Air Interface.” Atmos., 10(5), 230. doi:10.3390/atmos10050230. [BibTeX citation] [ORNL #127976]

Yan, Binyan, Jiafu Mao, Xiaoying Shi, Forrest M. Hoffman, Michael Notaro, Tianjun Zhou, Nate McDowell, Robert E. Dickinson, Min Xu, Lianhong Gu, and Daniel M. Ricciuto. April 30, 2019. “Predictability of Tropical Vegetation Greenness Using Sea Surface Temperatures.” Environ. Res. Commun., 1(3), 031003. doi:10.1088/2515-7620/ab178a. [BibTeX citation] [ORNL #119290]

Levine, Paul A., James T. Randerson, Yang Chen, Michael S. Pritchard, Min Xu, and Forrest M. Hoffman. February 15, 2019. “Soil Moisture Variability Intensifies and Prolongs Eastern Amazon Temperature and Carbon Cycle Response to El Niño-Southern Oscillation.” J. Clim., 32(4):1273–1292. doi:10.1175/JCLI-D-18-0150.1. [BibTeX citation] [ORNL #121726]

Eyring, Veronika, Peter M. Cox, Gregory M. Flato, Peter J. Gleckler, Gab Abramowitz, Peter Caldwell, William D. Collins, Bettina K. Gier, Alex D. Hall, Forrest M. Hoffman, George C. Hurtt, Alexandra Jahn, Chris D. Jones, Stephen A. Klein, John Krasting, Lester Kwiatkowski, Ruth Lorenz, Eric Maloney, Gerald A. Meehl, Angeline Pendergrass, Robert Pincus, Alex C. Ruane, Joellen L. Russell, Benjamin M. Sanderson, Benjamin D. Santer, Steven C. Sherwood, Isla R. Simpson, Ronald J. Stouffer, and Mark S. Williamson. February 1, 2019. “Taking Climate Model Evaluation to the Next Level.” Nat. Clim. Change, 9(2):102–110. doi:10.1038/s41558-018-0355-y. [BibTeX citation] [ORNL #121597]

Langford, Zachary L., Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, and Colleen M. Iversen. January 2, 2019. “Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks.” Remote Sens., 11(1):69. doi:10.3390/rs11010069. [BibTeX citation] [ORNL #121553]

Ergüner, Yasemin, Jitendra Kumar, Forrest M. Hoffman, H. Nüzhet Dalfes, and William W. Hargrove. January 1, 2019. “Mapping Ecoregions Under Climate Change: A Case Study from the Biological ‘Crossroads’ of Three Continents, Turkey.” Landscape Ecol., 34(1):35–50. doi:10.1007/s10980-018-0743-8. [BibTeX citation] [ORNL #121495]

Le Quéré, C., R. M. Andrew, P. Friedlingstein, S. Sitch, J. Hauck, J. Pongratz, P. A. Pickers, J. I. Korsbakken, G. P. Peters, J. G. Canadell, A. Arneth, V. K. Arora, L. Barbero, A. Bastos, L. Bopp, F. Chevallier, L. P. Chini, P. Ciais, S. C. Doney, T. Gkritzalis, D. S. Goll, I. Harris, V. Haverd, Forrest M. Hoffman, M. Hoppema, R. A. Houghton, G. Hurtt, T. Ilyina, A. K. Jain, T. Johannessen, C. D. Jones, E. Kato, R. F. Keeling, K. K. Goldewijk, P. Landschützer, N. Lefèvre, S. Lienert, Z. Liu, D. Lombardozzi, N. Metzl, D. R. Munro, J. E. M. S. Nabel, S.-I. Nakaoka, C. Neill, A. Olsen, T. Ono, P. Patra, A. Peregon, W. Peters, P. Peylin, B. Pfeil, D. Pierrot, B. Poulter, G. Rehder, L. Resplandy, E. Robertson, M. Rocher, C. Rödenbeck, U. Schuster, J. Schwinger, R. Séférian, I. Skjelvan, T. Steinhoff, A. Sutton, P. P. Tans, H. Tian, B. Tilbrook, F. N. Tubiello, I. T. van der Laan-Luijkx, G. R. van der Werf, N. Viovy, A. P. Walker, A. J. Wiltshire, R. Wright, S. Zaehle, and B. Zheng. December 5, 2018. “Global Carbon Budget 2018.” Earth Syst. Sci. Data, 10(4):2141–2194. doi:10.5194/essd-10-2141-2018. [BibTeX citation] [ORNL #121155]

Kooperman, Gabriel J., Megan D. Fowler, Forrest M. Hoffman, Charles D. Koven, Keith Lindsay, Michael S. Pritchard, Abigail L. S. Swann, and James T. Randerson. November 28, 2018. “Plant‐physiological Responses to Rising CO₂ Modify Simulated Daily Runoff Intensity with Implications for Global‐scale Flood Risk Assessment.” Geophys. Res. Lett., 45(22):12,457–12,466. doi:10.1029/2018GL079901. [BibTeX citation] [ORNL #121727]

Langford, Zachary L., Jitendra Kumar, and Forrest M. Hoffman. November 17, 2018. “Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets.” Proceedings of the 2018 IEEE International Conference on Data Mining Workshops (ICDMW 2018). Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2018.00116. [BibTeX citation] [ORNL #116776]

Mills, Richard Tran, Vamsi Sripathi, Jitendra Kumar, Sarat Sreepathi, Forrest M. Hoffman, and William W. Hargrove. November 17, 2018. “Parallel k-means Clustering of Geospatial Data Sets Using Manycore CPU Architectures.” Proceedings of the 2018 IEEE International Conference on Data Mining Workshops (ICDMW 2018). Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2018.00118. [BibTeX citation] [ORNL #116781]

Collier, Nathan, Forrest M. Hoffman, David M. Lawrence, Gretchen Keppel-Aleks, Charles D. Koven, William J. Riley, Mingquan Mu, and James T. Randerson. November 1, 2018. “The International Land Model Benchmarking (ILAMB) System: Design, Theory, and Implementation.” J. Adv. Model. Earth Syst., 10(11):2731–2754. doi:10.1029/2018MS001354. [BibTeX citation] [ORNL #109333]

Yang, Cheng-En, Jiafu Mao, Forrest M. Hoffman, Daniel M. Ricciuto, Joshua S. Fu, Chris D. Jones, and Martin Thurner. July 19, 2018. “Uncertainty Quantification of Extratropical Forest Biomass in CMIP5 Models over the Northern Hemisphere.” Sci. Rep., 8(1), 10962. doi:10.1038/s41598-018-29227-7. [BibTeX citation] [ORNL #75611]

Elliott, Scott M., Susannah Burrows, Philip Cameron-Smith, Forrest M. Hoffman, Elizabeth Hunke, Nicole Jeffery, Yina Liu, Mathew Maltrud, Zachary Menzo, Oluwaseun Ogunro, Luke Van Roekel, Shanlin Wang, Michael Brunke, Meibing Jin, Robert Letscher, Nicholas Meskhidze, Lynn Russell, Isla Simpson, Dale Stokes, and Oliver Wingenter. June 4, 2018. “Does Marine Surface Tension Have Global Biogeography? Addition for the OCEANFILMS Package.” Atmos., 9(6), 216. doi:10.3390/atmos9060216. [BibTeX citation] [ORNL #116812]

Ogunro, Oluwaseun, Scott M. Elliott, Oliver Wingenter, Clara Deal, Weiwei Fu, Nathan Collier, and Forrest M. Hoffman. May 12, 2018. “Evaluating Uncertainties in Marine Biogeochemical Models: Benchmarking Aerosol Precursors.” Atmos., 9(5), 184. doi:10.3390/atmos9050184. [BibTeX citation] [ORNL #108825]

Forbes, Whitney L., Jiafu Mao, Mingzhou Jin, Shih-Chieh Kao, Wenting Fu, Xiaoying Shi, Daniel M. Ricciuto, Peter E. Thornton, Aurélien Ribes, Yutao Wang, Shilong Piao, Tianbao Zhao, Christopher R. Schwalm, Forrest M. Hoffman, Joshua B. Fisher, Akihiko Ito, Ben Poulter, Yuanyuan Fang, Hanqin Tian, Atul K. Jain, and Daniel J. Hayes. May 4, 2018. “Contribution of Environmental Forcings to US Runoff Changes for the Period 1950–2010.” Environ. Res. Lett., 13(5):054023. doi:10.1088/1748-9326/aabb41. [BibTeX citation] [ORNL #111498]

Menzo, Zachary, Scott M. Elliott, Corinne Hartin, Forrest M. Hoffman, and Shanlin Wang. May 1, 2018. “Climate Change Impacts on Natural Sulfur Production: Ocean Acidification and Community Shifts.” Atmos., 9(5), 167. doi:10.3390/atmos9050167. [BibTeX citation] [ORNL #116809]

Kooperman, Gabriel J., Yang Chen, Forrest M. Hoffman, Charles D. Koven, Keith Lindsay, Michael S. Pritchard, Abigail L. S. Swann, and James T. Randerson. May 1, 2018. “Forest Response to Rising CO₂ Drives Zonally Asymmetric Rainfall Change over Tropical Land.” Nat. Clim. Change, 8(5):434–440. doi:10.1038/s41558-018-0144-7. [BibTeX citation] [ORNL #111082]

Keppel-Aleks, Gretchen, Samantha J. Basile, and Forrest M. Hoffman. April 23, 2018. “A Functional Response Metric for the Temperature Sensitivity of Tropical Ecosystems.” Earth Interact., 22(7):1–20. doi:10.1175/EI-D-17-0017.1. [BibTeX citation] [ORNL #111083]

Moore, J. Keith, Weiwei Fu, François Primeau, Gregory L. Britten, Keith Lindsay, Matthew Long, Scott C. Doney, Natalie Mahowald, Forrest M. Hoffman, and James T. Randerson. March 9, 2018. “Sustained Climate Warming Drives Declining Marine Biological Productivity.” Science, 359(6380):1139–1143. doi:10.1126/science.aao6379. [BibTeX citation] [ORNL #108701]

Beckage, Brian, Louis J. Gross, Katherine Lacasse, Eric Carr, Sara S. Metcalf, Jonathan M. Winter, Peter D. Howe, Nina Fefferman, Travis Franck, Asim Zia, Ann Kinzig, and Forrest M. Hoffman. January 1, 2018. “Linking Models of Human Behaviour and Climate Alters Projected Climate Change.” Nat. Clim. Change, 8(1):79–84. doi:10.1038/s41558-017-0031-7. [BibTeX citation] [ORNL #106821]

Langford, Zachary L., Jitendra Kumar, and Forrest M. Hoffman. November 18, 2017. “Convolutional Neural Network Approach for Mapping Arctic Vegetation using Multi-Sensor Remote Sensing Fusion.” Proceedings of the 2017 IEEE International Conference on Data Mining Workshops (ICDMW 2017). Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2017.48. Data doi:10.5440/1418854. [BibTeX citation] [ORNL #116799]

New, Joshua R., Jitendra Kumar, and Forrest M. Hoffman. October 16, 2017. “Potential Impacts of Climate Change on the Built Environment: ASHRAE Climate Zones, Building Codes and National Energy Efficiency.” Trends in Green Chem., 3(3):51. doi:10.21767/2471-9889-C1-005. [BibTeX citation] [ORNL #110704]

Song, Xia, Forrest M. Hoffman, Colleen M. Iversen, Yunhe Yin, Jitendra Kumar, Chun Ma, Xiaofeng Xu. September 9, 2017. “Significant Inconsistency of Vegetation Carbon Density in CMIP5 Earth System Models against Observational Data.” J. Geophys. Res. Biogeosci., 122(9):2282–2297. doi:10.1002/2017JG003914. [BibTeX citation]

Sreepathi, Sarat, Jitendra Kumar, Richard T. Mills, Forrest M. Hoffman, Vamsi Sripathi, and William W. Hargrove. September 5, 2017. “Parallel Multivariate Spatio-Temporal Clustering of Large Ecological Datasets on Hybrid Supercomputers.” Proceedings of the 19^th IEEE International Conference on Cluster Computing (Cluster 2017), 267–277, Honolulu, Hawai‘i, USA. doi:10.1109/CLUSTER.2017.88. [BibTeX citation]

Mahowald, Natalie M., James T. Randerson, Keith Lindsay, Ernesto Muñoz, Scott C. Doney, Peter Lawrence, Sarah Schlunegger, Daniel S. Ward, David M. Lawrence, and Forrest M. Hoffman. January 23, 2017. “Interactions Between Land Use Change and Carbon Cycle Feedbacks.” Global Biogeochem. Cycles, 31(1):96–113. doi:10.1002/2016GB005374. [BibTeX citation]

Luo, Yiqi, Zheng Shi, Xingjie Lu, Jianyang Xia, Junyi Liang, Jiang Jiang, Ying Wang, Matthew J. Smith, Lifen Jiang, Anders Ahlström, Benito Chen, Oleksandra Hararuk, Alan Hastings, Forrest M. Hoffman, Belinda Medlyn, Shuli Niu, Martin Rasmussen, Katherine Todd-Brown, and Ying-Ping Wang. January 12, 2017. “Transient Dynamics of Terrestrial Carbon Storage: Mathematical Foundation and Its Applications.” Biogeosci., 14(1):145–161. doi:10.5194/bg-14-145-2017. [BibTeX citation]

Rasmussen, Martin, Alan Hastings, Matthew J. Smith, Folashade B. Agusto, Benito M. Chen-Charpentier, Forrest M. Hoffman, Jiang Jiang, Katherine E. O. Todd-Brown, Ying Wang, Ying-Ping Wang, and Yiqi Luo. December 1, 2016. “Transit Times and Mean Ages for Nonautonomous and Autonomous Compartmental Systems.” J. Math. Biol., 73(6):1379–1398. doi:10.1007/s00285-016-0990-8. [BibTeX citation]

Mao, Jiafu, Aurélien Ribes, Binyan Yan, Xiaoying Shi, Peter E. Thornton, Roland Séférian, Philippe Ciais, Ranga B. Myneni, Hervé Douville, Shilong Piao, Zaichun Zhu, Robert E. Dickinson, Yongjiu Dai, Daniel M. Ricciuto, Mingzhou Jin, Forrest M. Hoffman, Bin Wang, Mengtian Huang, and Xu Lian. October 1, 2016. “Human-induced greening of the northern extratropical land surface.” Nat. Clim. Change, 6(10):959–963. doi:10.1038/nclimate3056. [BibTeX citation]

Langford, Zachary, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, and Colleen M. Iversen. September 6, 2016. “Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets.” Remote Sens., 8(9):733. doi:10.3390/rs8090733. [BibTeX citation]

Swann, Abigail L. S., Forrest M. Hoffman, Charles D. Koven, and James T. Randerson. September 6, 2016. “Plant Responses to Increasing CO₂ Reduce Estimates of Climate Impacts on Drought Severity.” Proc. Nat. Acad. Sci., 113(36):10019–10024. doi:10.1073/pnas.1604581113. [BibTeX citation]

Jones, C. D., V. Arora, P. Friedlingstein, L. Bopp, V. Brovkin, J. Dunne, H. Graven, Forrest M. Hoffman, T. Ilyina, J. G. John, M. Jung, M. Kawamiya, C. Koven, J. Pongratz, T. Raddatz, J. Randerson, and S. Zaehle. August 25, 2016. “C4MIP – The Coupled Climate–Carbon Cycle Model Intercomparison Project: Experimental Protocol for CMIP6.” Geosci. Model Dev., 9(8):2853–2880. doi:10.5194/gmd-9-2853-2016. [BibTeX citation]

Kumar, J., Forrest M. Hoffman, W. W. Hargrove, and N. Collier. August 23, 2016. “Understanding the Representativeness of FLUXNET for Upscaling Carbon Flux from Eddy Covariance Measurements.” Earth Syst. Sci. Data Discuss., 1–25. doi:10.5194/essd-2016-36. [BibTeX citation]

Yang, Xiaojuan, Peter E. Thornton, Daniel M. Ricciuto, and Forrest M. Hoffman. July 16, 2016. “Phosphorus Feedbacks May Constrain Tropical Ecosystem Responses to Changes in Atmospheric CO₂ and Climate.” Geophys. Res. Lett., 43(13):7205–7214. doi:10.1002/2016GL069241. [BibTeX citation]

Bond-Lamberty, Ben, Daniel Epron, Jennifer Harden, Mark E. Harmon, Forrest M. Hoffman, Jitendra Kumar, Anthony David McGuire, and Rodrigo Vargas. June 27, 2016. “Estimating Heterotrophic Respiration at Large Scales: Challenges, Approaches, and Next Steps.” Ecosphere, 7(6). doi:10.1002/ecs2.1380. [BibTeX citation]

Tang, Guoping, Fengming Yuan, Gautum Bisht, Glenn E. Hammond, Peter C. Lichtner, Jitendra Kumar, Richard T. Mills, Xiaofeng Xu, Benjamin Andre, Forrest M. Hoffman, Scott L. Painter, and Peter E. Thornton. March 4, 2016. “Addressing Numerical Challenges in Introducing a Reactive Transport Code into a Land Surface Model: A Biogeochemical Modeling Proof-of-concept with CLM–PFLOTRAN 1.0.” Geosci. Model Dev., 9(3):927–946. doi:10.5194/gmd-9-927-2016. [BibTeX citation]

Wang, Y. P., J. Jiang, B. Chen-Charpentier, F. B. Agusto, A. Hastings, Forrest M. Hoffman, M. Rasmussen, M. J. Smith, K. Todd-Brown, Y. Wang, X. Xu, and Y. Q. Luo. February 18, 2016. “Responses of Two Nonlinear Microbial Models to Warming and Increased Carbon Input.” Biogeosci., 13(4):887–902. doi:10.5194/bg-13-887-2016. [BibTeX citation]

Kumar, Jitendra, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, and Doug Newcomb. November 17, 2015. “Characterization and Classification of Vegetation Canopy Structure and Distribution within the Great Smoky Mountains National Park using LiDAR.” In Peng Cui, Jennifer Dy, Charu Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, and Xindong Wu, editors, Proceedings of the 15^th IEEE International Conference on Data Mining Workshops (ICDMW 2015), pages 1478–1485. Institute of Electrical and Electronics Engineers (IEEE), Conference Publishing Services (CPS). doi:10.1109/ICDMW.2015.178. [BibTeX citation]

Ogunro, Oluwaseun O., Susannah M. Burrows, Scott Elliott, Amanda A. Frossard, Forrest M. Hoffman, Robert T. Letscher, J. Keith Moore, Lynn M. Russell, Shanlin Wang, and Oliver W. Wingenter. November 1, 2015. “Global Distribution and Surface Activity of Macromolecules in Offline Simulations of Marine Organic Chemistry.” Biogeochemistry, 126(1–2):25–56. doi:10.1007/s10533-015-0136-x. [BibTeX citation]

Mao, Jiafu, Wenting Fu, Xiaoying Shi, Daniel M. Ricciuto, Joshua B. Fisher, Robert E. Dickinson, Yaxing Wei, Willis Shem, Shilong Piao, Kaicun Wang, Christopher R. Schwalm, Hanqin Tian, Mingquan Mu, Altaf Arain, Philippe Ciais, Robert Cook, Yongjiu Dai, Daniel Hayes, Forrest M. Hoffman, Maoyi Huang, Suo Huang, Deborah N. Huntzinger, Akihiko Ito, Atul Jain, Anthony W. King, Huimin Lei, Chaoqun Lu, Anna M. Michalak, Nicholas Parazoo, Changhui Peng, Shushi Peng, Benjamin Poulter, Kevin Schaefer, Elchin Jafarov, Peter E. Thornton, Weile Wang, Ning Zeng, Zhenzhong Zeng, Fang Zhao, Qiuan Zhu, and Zaichun Zhu. September 8, 2015. “Disentangling Climatic and Anthropogenic Controls on Global Terrestrial Evapotranspiration Trends.” Environ. Res. Lett., 10(9):094008. doi:10.1088/1748-9326/10/9/094008. [BibTeX citation]

Xu, Min, and Forrest M. Hoffman. September 4, 2015. “Evaluations of CMIP5 Simulations over Cropland.” Proc. SPIE, 9610:961003–961003-15. doi:10.1117/12.2192586. [BibTeX citation]

Randerson, James T., Keith Lindsay, Ernesto Muñoz, Weiwei Fu, J. Keith Moore, Forrest M. Hoffman, Natalie M. Mahowald, and Scott C. Doney. June 1, 2015. “Multicentury Changes in Ocean and Land Contributions to the Climate–Carbon Feedback.” Global Biogeochem. Cycles, 29(6):744–759. doi:10.1002/2014GB005079. [BibTeX citation]

Anderson-Teixeira, Kristina J., Stuart J. Davies, Amy C. Bennett, Erika B. Gonzalez-Akre, Helene C. Muller-Landau, S. Joseph Wright, Kamariah Abu Salim, Angélica M. Almeyda Zambrano, Alfonso Alonso, Jennifer L. Baltzer, Yves Basset, Norman A. Bourg, Eben N. Broadbent, Warren Y. Brockelman, Sarayudh Bunyavejchewin, David F. R. P. Burslem, Nathalie Butt, Min Cao, Dairon Cardenas, George B. Chuyong, Keith Clay, Susan Cordell, Handanakere S. Dattaraja, Xiaobao Deng, Matteo Detto, Xiaojun Du, Alvaro Duque, David L. Erikson, Corneille E. N. Ewango, Gunter A. Fischer, Christine Fletcher, Robin B. Foster, Christian P. Giardina, Gregory S. Gilbert, Nimal Gunatilleke, Savitri Gunatilleke, Zhanqing Hao, William W. Hargrove, Terese B. Hart, Billy C. H. Hau, Fangliang He, Forrest M. Hoffman, Robert W. Howe, Stephen P. Hubbell, Faith M. Inman-Narahari, Patrick A. Jansen, Mingxi Jiang, Daniel J. Johnson, Mamoru Kanzaki, Abdul Rahman Kassim, David Kenfack, Staline Kibet, Margaret F. Kinnaird, Lisa Korte, Kamil Kral, Jitendra Kumar, Andrew J. Larson, Yide Li, Xiankun Li, Shirong Liu, Shawn K. Y. Lum, James A. Lutz, Keping Ma, Damian M. Maddalena, Jean-Remy Makana, Yadvinder Malhi, Toby Marthews, Rafizah Mat Serudin, Sean M. McMahon, William J. McShea, Hervé R. Memiaghe, Xiangcheng Mi, Takashi Mizuno, Michael Morecroft, Jonathan A. Myers, Vojtech Novotny, Alexandre A. de Oliveira, Perry S. Ong, David A. Orwig, Rebecca Ostertag, Jan den Ouden, Geoffrey G. Parker, Richard P. Phillips, Lawren Sack, Moses N. Sainge, Weiguo Sang, Kriangsak Sri-ngernyuang, Raman Sukumar, I-Fang Sun, Witchaphart Sungpalee, Hebbalalu Sathyanarayana Suresh, Sylvester Tan, Sean C. Thomas, Duncan W. Thomas, Jill Thompson, Benjamin L. Turner, Maria Uriarte, Renato Valencia, Marta I. Vallejo, Alberto Vicentini, Tomáš Vrška, Xihua Wang, Xugao Wang, George Weiblen, Amy Wolf, Han Xu, Sandra Yap, Jess Zimmerman. Feburary 1, 2015. “CTFS-ForestGEO: A Worldwide Network Monitoring Forests in an Era of Global Change.” Glob. Change Biol., 21(2):528–549. doi:10.1111/gcb.12712. [BibTeX citation]

Lindsay, Keith, Gordon B. Bonan, Scott C. Doney, Forrest M. Hoffman, David M. Lawrence, Matthew C. Long, Natalie M. Mahowald, J. Keith Moore, James T. Randerson, and Peter E. Thornton. December 1, 2014. “Preindustrial-Control and Twentieth-Century Carbon Cycle Experiments with the Earth System Model CESM1(BGC).” J. Clim., 27(24):8981–9005. doi:10.1175/JCLI-D-12-00565.1. [BibTeX citation]

Sun, Ying, Lianhong Gu, Robert E. Dickinson, Richard J. Norby, Stephen G. Pallardy, and Forrest M. Hoffman. November 4, 2014. “Impact of Mesophyll Diffusion on Estimated Global Land CO₂ Fertilization.” Proc. Nat. Acad. Sci., 111(44):15774–15779. doi:10.1073/pnas.1418075111. [BibTeX citation]

Wang, Y. P., B. C. Chen, W. R. Wieder, M. Leite, B. E. Medlyn, M. Rasmussen, M. J. Smith, F. B. Agusto, F. M. Hoffman, and Y. Q. Luo. April 7, 2014. “Oscillatory Behavior of Two Nonlinear Microbial Models of Soil Carbon Decomposition.” Biogeosci., 11(7):1817–1831. doi:10.5194/bg-11-1817-2014. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, Vivek K. Arora, Qing Bao, Patricia Cadule, Duoying Ji, Chris D. Jones, Michio Kawamiya, Samar Khatiwala, Keith Lindsay, Atsushi Obata, Elena Shevliakova, Katharina D. Six, Jerry F. Tjiputra, Evgeny M. Volodin, and Tongwen Wu. February 2014. “Causes and Implications of Persistent Atmospheric Carbon Dioxide Biases in Earth System Models.” J. Geophys. Res. Biogeosci., 119(2):141–162. doi:10.1002/2013JG002381. [BibTeX citation]

Christie, William M., William W. Hargrove, Steven P. Norman, Joseph P. Spruce, Jitendra Kumar, Forrest Hoffman, and Sean W. Schroeder. December 10, 2013. “ForWarn Forest Change Detection System Provides a Weekly Snapshot of US Forest Contributions to Aid Forest Managers.” In Proceedings of the 9^th Southern Forestry and Natural Resource Management GIS Conference (December 8–10, 2013), Athens, Georgia, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, Richard T. Mills, and William W. Hargrove. October 1, 2013. “Representativeness-based Sampling Network Design for the State of Alaska.” Landscape Ecol., 28(8):1567–1586. doi:10.1007/s10980-013-9902-0. [BibTeX citation] Data doi:10.5440/1108686. [BibTeX citation]

Keppel-Aleks, Gretchen, James T. Randerson, Keith Lindsay, Britton B. Stephens, J. Keith Moore, Scott C. Doney, Peter E. Thornton, Natalie M. Mahowald, Forrest M. Hoffman, Colm Sweeney, Pieter P. Tans, Paul O. Wennberg, and Steven C. Wofsy. July 1, 2013. “Atmospheric Carbon Dioxide Variability in the Community Earth System Model: Evaluation and Transient Dynamics During the Twentieth and Twenty-First Centuries.” J. Clim., 26(13):4447–4475. doi:10.1175/JCLI-D-12-00589.1. [BibTeX citation]

Mills, Richard Tran, Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph P. Spruce, and Steven P. Norman. June 1, 2013. “Identification and Visualization of Dominant Patterns and Anomalies in Remotely Sensed Vegetation Phenology Using a Parallel Tool for Principal Components Analysis.” Procedia Comput. Sci., 18(0):2396–2405. doi:10.1016/j.procs.2013.05.411. [BibTeX citation]

Mao, Jiafu, Xiaoying Shi, Peter E. Thornton, Forrest M. Hoffman, Zaichun Zhu, and Ranga B. Myneni. March 21, 2013. “Global Latitudinal-Asymmetric Vegetation Growth Trends and Their Driving Mechanisms: 1982–2009.” Remote Sens., 5(3):1484–1497. doi:10.3390/rs5031484. [BibTeX citation]

Todd-Brown, K. E. O., J. T. Randerson, W. M. Post, F. M. Hoffman, C. Tarnocai, E. A. G. Schuur, and S. D. Allison. March 13, 2013. “Causes of Variation in Soil Carbon Simulations from CMIP5 Earth System Models and Comparison with Observations.” Biogeosci., 10(3):1717–1736. doi:10.5194/bg-10-1717-2013. [BibTeX citation]

Luo, Y. Q., J. T. Randerson, G. Abramowitz, C. Bacour, E. Blyth, N. Carvalhais, P. Ciais, D. Dalmonech, J. B. Fisher, R. Fisher, P. Friedlingstein, K. Hibbard, F. Hoffman, D. Huntzinger, C. D. Jones, C. Koven, D. Lawrence, D. J. Li, M. Mahecha, S. L. Niu, R. Norby, S. L. Piao, X. Qi, P. Peylin, I. C. Prentice, W. Riley, M. Reichstein, C. Schwalm, Y. P. Wang, J. Y. Xia, S. Zaehle, and X. H. Zhou. October 9, 2012. “A Framework for Benchmarking Land Models.” Biogeosci., 9(10):3857–3874. doi:10.5194/bg-9-3857-2012. [BibTeX citation]

Bauerle, William L., Ram Oren, Danielle A. Way, Song S. Qian, Paul C. Stoy, Peter E. Thornton, Joseph D. Bowden, Forrest M. Hoffman, and Robert F. Reynolds. May 29, 2012. “Photoperiodic Regulation of the Seasonal Pattern of Photosynthetic Capacity and the Implications for Carbon Cycling.” Proc. Nat. Acad. Sci., 109(22):8612–8617. doi:10.1073/pnas.1119131109. See also Supporting Information. [BibTeX citation]

Huntzinger, D. N., W. M. Post, Y. Wei, A. M. Michalak, T. O. West, A. R. Jacobson, I. T. Baker, J. M. Chen, K. J. Davis, D. J. Hayes, F. M. Hoffman, A. K. Jain, S. Liu, A. D. McGuire, R. P. Neilson, Chris Potter, B. Poulter, David Price, B. M. Raczka, H. Q. Tian, P. Thornton, E. Tomelleri, N. Viovy, J. Xiao, W. Yuan, N. Zeng, M. Zhao, R. Cook. May 10, 2012. “North American Carbon Program (NACP) Regional Interim Synthesis: Terrestrial Biospheric Model Intercomparison.” Ecol. Model., 232:144–157. doi:10.1016/j.ecolmodel.2012.02.004. [BibTeX citation]

Hoffman, Forrest M., J. Walter Larson, Richard Tran Mills, Bjørn-Gustaf J. Brooks, Auroop R. Ganguly, William W. Hargrove, Jian Huang, Jitendra Kumar, and Ranga R. Vatsavai. June 1, 2011. “Data Mining in Earth System Science (DMESS 2011).” In Mitsuhisa Sato, Satoshi Matsuoka, Peter M. Sloot, G. Dick van Albada, and Jack Dongarra, editors, Proceedings of the International Conference on Computational Science (ICCS 2011), volume 4 of Procedia Comput. Sci., pages 1450–1455, Elsevier, Amsterdam. ISSN 1877-0509. doi:10.1016/j.procs.2011.04.157. [BibTeX citation]

Sisneros, Robert, Jian Huang, George Ostrouchov, and Forrest M. Hoffman. June 1, 2011. “Visualizing Life Zone Boundary Sensitivities Across Climate Models and Temporal Spans.” In Mitsuhisa Sato, Satoshi Matsuoka, Peter M. Sloot, G. Dick van Albada, and Jack Dongarra, editors, Proceedings of the International Conference on Computational Science (ICCS 2011), volume 4 of Procedia Comput. Sci., pages 1582–1591, Elsevier, Amsterdam. ISSN 1877-0509. doi:10.1016/j.procs.2011.04.171. [BibTeX citation]

Kumar, Jitendra, Richard Tran Mills, Forrest M. Hoffman, and William W. Hargrove. June 1, 2011. “Parallel k-Means Clustering for Quantitative Ecoregion Delineation Using Large Data Sets.” In Mitsuhisa Sato, Satoshi Matsuoka, Peter M. Sloot, G. Dick van Albada, and Jack Dongarra, editors, Proceedings of the International Conference on Computational Science (ICCS 2011), volume 4 of Procedia Comput. Sci., pages 1602–1611, Elsevier, Amsterdam. ISSN 1877-0509. doi:10.1016/j.procs.2011.04.173. [BibTeX citation]

Mills, Richard Tran, Forrest M. Hoffman, Jitendra Kumar, and William W. Hargrove. June 1, 2011. “Cluster Analysis-based Approaches for Geospatiotemporal Data Mining of Massive Data Sets for Identification of Forest Threats.” In Mitsuhisa Sato, Satoshi Matsuoka, Peter M. Sloot, G. Dick van Albada, and Jack Dongarra, editors, Proceedings of the International Conference on Computational Science (ICCS 2011), volume 4 of Procedia Comput. Sci., pages 1612–1621, Elsevier, Amsterdam. ISSN 1877-0509. doi:10.1016/j.procs.2011.04.174. [BibTeX citation]

Shi, Xiaoying, Jiafu Mao, Peter E. Thornton, Forrest M. Hoffman, Wilfred M. Post. April 2011. “The Impact of Climate, CO₂, Nitrogen Deposition, and Land Use Change on Simulated Contemporary Global River Flow.” Geophys. Res. Lett., 38(8):L08704. doi:10.1029/2011GL046773. [BibTeX citation]

Alexandrov, G. A., D. Ames, G. Bellocchi, M. Bruen, N. Crout, M. Erechtchoukova, A. Hildebrandt, F. Hoffman, C. Jackisch, P. Khaiter, G. Mannina, T. Matsunaga, S. T. Purucker, M. Rivington, and L. Samaniego. March 2011. “Technical Assessment and Evaluation of Environmental Models and Software: Letter to the Editor.” Environ. Modell. Softw., 26(3):328–336. doi:10.1016/j.envsoft.2010.08.004. Thematic issue on the assessment and evaluation of environmental models and software. [BibTeX citation]

Mahowald, N. M., S. Kloster, S. Engelstaedter, J. K. Moore, S. Mukhopadhyay, J. R. McConnell, S. Albani, S. C. Doney, A. Bhattacharya, M. A. J. Curran, M. G. Flanner, F. M. Hoffman, D. M. Lawrence, K. Lindsay, P. A. Mayewski, J. Neff, D. Rothenberg, E. Thomas, P. E. Thornton, and C. S. Zender. November 19, 2010. “Observed 20th Century Desert Dust Variability: Impact on Climate and Biogeochemistry.” Atmos. Chem. Phys., 10(22):10875–10893. doi:10.5194/acp-10-10875-2010. [BibTeX citation]

Hoffman, Forrest M., Richard T. Mills, Jitendra Kumar, Srinivasa S. Vulli, and William W. Hargrove. July 25, 2010. “Geospatiotemporal Data Mining in an Early Warning System for Forest Threats in the United States.” In Proceedings of the 2010 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2010), pages 170–173. ISBN 978-1-4244-9566-5. doi:10.1109/IGARSS.2010.5653935. Invited. [BibTeX citation]

Kloster, Silvia, Natalie M. Mahowald, James T. Randerson, Peter E. Thornton, Forrest M. Hoffman, Samuel Levis, Peter J. Lawrence, Johan J. Feddema, Keith W. Oleson, and David M. Lawrence. June 11, 2010. “Fire Dynamics During the 20th Century Simulated by the Community Land Model.” Biogeosci., 7(6):1877–1902. doi:10.5194/bg-7-1877-2010. [BibTeX citation]

Baker, Barry, Henry Diaz, William Hargrove, and Forrest Hoffman. January 2010. “Use of the Köppen-Trewartha Climate Classification to Evaluate Climatic Refugia in Statistically Derived Ecoregions for the People's Republic of China.” Clim. Change, 98(1):113–131. doi:10.1007/s10584-009-9622-2. [BibTeX citation]

Hargrove, William W., Joseph P. Spruce, Gerald E. Gasser, and Forrest M. Hoffman. October 2009. “Toward a National Early Warning System for Forest Disturbances Using Remotely Sensed Canopy Phenology.” Photogramm. Eng. Remote Sens., 75(10):1150–1156. Cover article. [BibTeX citation]

Randerson, James T., Forrest M. Hoffman, Peter E. Thornton, Natalie M. Mahowald, Keith Lindsay, Yen-Huei Lee, Cynthia D. Nevison, Scott C. Doney, Gordon Bonan, Reto Stöckli, Curtis Covey, Steven W. Running, and Inez Y. Fung. October 2009. “Systematic Assessment of Terrestrial Biogeochemistry in Coupled Climate-Carbon Models.” Glob. Change Biol., 15(10):2462–2484. doi:10.1111/j.1365-2486.2009.01912.x. See also Supporting Information. [BibTeX citation]

Johnson, C. Ryan, Markus Glatter, Wesley Kendall, Jian Huang, and Forrest M. Hoffman. May 27, 2009. “Querying for Feature Extraction and Visualization in Climate Modeling.” In Gabrielle Allen, Jarosław Nabrzyski, Edward Seidel, Geert Dick van Albada, Jack Dongarra, and Peter M. A. Sloot, editors, Proceedings of the 9th International Conference on Computational Science (ICCS 2009), volume 5545 of Lecture Notes in Computer Science (LNCS), pages 416–425. Springer, Heidelberg. ISBN 978-3-642-01972-2. doi:10.1007/978-3-642-01973-9_46. [BibTeX citation]

Xue, Yong, Forrest M. Hoffman, and Dingsheng Liu. May 26, 2009. “GeoComputation 2009.” In Gabrielle Allen, Jarosław Nabrzyski, Edward Seidel, Geert Dick van Albada, Jack Dongarra, and Peter M. A. Sloot, editors, Proceedings of the 9th International Conference on Computational Science (ICCS 2009), volume 5545 of Lecture Notes in Computer Science (LNCS), pages 345–348. Springer, Heidelberg. ISBN 978-3-642-01972-2. doi:10.1007/978-3-642-01973-9_38. [BibTeX citation]

Mills, Richard T., Forrest M. Hoffman, Patrick H. Worley, Kalyan S. Perumalla, Art Mirin, Glenn E. Hammond, and Barry F. Smith. May 6, 2009. “Coping at the User-Level with Resource Limitations in the Cray Message Passing Toolkit MPI at Scale: How Not to Spend Your Summer Vacation.” In Proceedings of the 2009 Cray User Group (CUG) Conference. [BibTeX citation]

Sisneros, Robert, Markus Glatter, Brandon Langley, Jian Huang, Forrest Hoffman, and David J. Erickson III. December 2008. “Time-Varying Multivariate Visualization for Understanding Terrestrial Biogeochemistry.” J. Phys.: Conf. Ser., 125(1):012093 (6pp). doi:10.1088/1742-6596/125/1/012093. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, Inez Y. Fung, Peter E. Thornton, Yen-Huei “Jeff” Lee, Curtis C. Covey, Gordon B. Bonan, and Steven W. Running. July 7, 2008. “The Carbon-Land Model Intercomparison Project (C-LAMP): A Protocol and Evaluation Metrics for Global Terrestrial Biogeochemistry Models.” In Miquel Sànchez-Marrè, Javier Béjar, Joaquim Comas, Andrea E. Rizzoli, Giorgio Guariso (Eds.), Proceedings of the iEMSs Fourth Biennial Meeting: International Congress on Environmental Modelling and Software (iEMSs 2008), pages 1039–1046. ISBN 978-84-7653-074-0. Available here. [BibTeX citation]

Hoffman, Forrest M., William W. Hargrove, Richard T. Mills, Salil Mahajan, David J. Erickson, and Robert J. Oglesby. July 7, 2008. “Multivariate Spatio-Temporal Clustering (MSTC) as a Data Mining Tool for Environmental Applications.” In Miquel Sànchez-Marrè, Javier Béjar, Joaquim Comas, Andrea E. Rizzoli, Giorgio Guariso (Eds.), Proceedings of the iEMSs Fourth Biennial Meeting: International Congress on Environmental Modelling and Software (iEMSs 2008), pages 1774–1781. ISBN 978-84-7653-074-0. [BibTeX citation]

Keller, Michael, David S. Schimel, William W. Hargrove, and Forrest M. Hoffman. June 2008. “A Continental Strategy for the National Ecological Observatory Network.” Front. Ecol. Environ., 6(5):282–284. doi:10.1890/1540-9295(2008)6[282:ACSFTN]2.0.CO;2. Special Issue on Continental-Scale Ecology. [BibTeX citation]

Kendall, Wesley, Markus Glatter, Jian Huang, Forrest Hoffman, and David E. Bernholdt. May 19, 2008. “Web Enabled Collaborative Climate Visualization in the Earth System Grid.” In Proceedings of the International Symposium on Collaborative Technologies and Systems 2008 (CTS 2008), pages 212–220. ISBN 978-1-4244-2248-7. doi:10.1109/CTS.2008.4543934. [BibTeX citation]

Erickson, David J., III, Richard T. Mills, Jay Gregg, T. J. Blasing, Forrest M. Hoffman, Robert J. Andres, Matthew Devries, Z. Zhu, and S. R. Kawa. March 15, 2008. “An Estimate of Monthly Global Emissions of Anthropogenic CO₂: Impact on the Seasonal Cycle of Atmospheric CO₂.” J. Geophys. Res., 113(G1):G01023. doi:10.1029/2007JG000435. [BibTeX citation]

Hoffman, Forrest M., Curtis C. Covey, Inez Y. Fung, James T. Randerson, Peter E. Thornton, Yen-Huei Lee, Nan A. Rosenbloom, Reto C. Stöckli, Steven W. Running, David E. Bernholdt, and Dean N. Williams. December 2007. “Results from the Carbon-Land Model Intercomparison Project (C-LAMP) and Availability of the Data on the Earth System Grid (ESG)” J. Phys.: Conf. Ser., 78:012026. doi:10.1088/1742-6596/78/1/012026. [BibTeX citation]

Pittman, Jasna V., Elliot M. Weinstock, Robert J. Oglesby, David S. Sayres, Jessica B. Smith, James G. Anderson, Owen R. Cooper, Steven C. Wofsy, Irene Xueref, Cristoph Gerbig, Bruce C. Daube, Erik C. Richard, Brian A. Ridley, Andrew J. Weinheimer, Max Loewenstein, Hans-Jurg Jost, Jimena P. Lopez, Michael J. Mahoney, Thomas L. Thompson, William W. Hargrove, Forrest M. Hoffman. April 20, 2007. “Transport in the Subtropical Lowermost Stratosphere during the Cirrus Regional Study of Tropical Anvils and Cirrus Layers–Florida Area Cirrus Experiment.” J. Geophys. Res., 112(D8):D08304. doi:10.1029/2006JD007851. [BibTeX citation]

Schimel, David, William Hargrove, Forrest Hoffman, and James McMahon. March 2007. “NEON: A Hierarchically Designed National Ecological Network.” Front. Ecol. Environ., 5(2):59. doi:10.1890/1540-9295(2007)5[59:NAHDNE]2.0.CO;2. [BibTeX citation]

Hoffman, Forrest, Inez Fung, Jim Randerson, Peter Thornton, Jon Foley, Curtis Covey, Jasmin John, Samuel Levis, W. Mac Post, Mariana Vertenstein, Reto Stöckli, Steve Running, Faith Ann Heinsch, David Erickson, and John Drake. September 2006. “Terrestrial Biogeochemistry in the Community Climate System Model (CCSM).” J. Phys.: Conf. Ser., 46(1):363–369. doi:10.1088/1742-6596/46/1/051. [BibTeX citation]

Dickinson, Robert E., Keith W. Oleson, Gordon Bonan, Forrest Hoffman, Peter Thornton, Mariana Vertenstein, Zong-Liang Yang, and Xubin Zeng. June 1, 2006. “The Community Land Model and Its Climate Statistics as a Component of the Community Climate System Model.” J. Clim., 19(11):2302–2324. doi:10.1175/JCLI3742.1. [BibTeX citation]

Hargrove, William W., Forrest M. Hoffman, and Paul F. Hessburg. May 12, 2006. “Mapcurves: A Quantitative Method for Comparing Categorical Maps.” J. Geograph. Syst., 8(2):187–208. doi:10.1007/s10109-006-0025-x. [BibTeX citation]

Hoffman, Forrest M., Mariana Vertenstein, Hideyuki Kitabata, and James B. White III. August 2005. “Vectorizing the Community Land Model (CLM).” Int. J. High Perf. Comput. Appl., 19(3):247–260. doi:10.1177/1094342005056113. [BibTeX citation]

Hoffman, Forrest M., William W. Hargrove, David J. Erickson, and Robert J. Oglesby. August 3, 2005. “Using Clustered Climate Regimes to Analyze and Compare Predictions from Fully Coupled General Circulation Models.” Earth Interact., 9(10):1–27. doi:10.1175/EI110.1. [BibTeX citation]

Hargrove, William W., Forrest M. Hoffman, and Rebecca A. Efroymson. May 2005. “A Practical Map-Analysis Tool for Detecting Potential Dispersal Corridors.” Landscape Ecol., 20(4):361–373. doi:10.1007/s10980-004-3162-y. [BibTeX citation]

Carr, George R. Jr., Matthew J. Cordery, John B. Drake, Michael W. Ham, Forrest M. Hoffman, and Patrick H. Worley. May 16, 2005. “Porting and Performance of the Community Climate System Model (CCSM3) on the Cray X1.” In Proceedings of the 2005 Cray User Group (CUG) Conference. [BibTeX citation]

White, Michael A., Forrest Hoffman, William W. Hargrove, and Ramakrishna R. Nemani. February 18, 2005. “A Global Framework for Monitoring Phenological Responses to Climate Change.” Geophys. Res. Lett., 32(4):L04705. doi:10.1029/2004GL021961. [BibTeX citation]

Saxon, Earl, Barry Baker, William Hargrove, Forrest Hoffman, and Chris Zganjar. January 2005. “Mapping Environments at Risk Under Different Global Climate Change Scenarios.” Ecol. Lett., 8(1):53–60. doi:10.1111/j.1461-0248.2004.00694.x. [BibTeX citation]

Hoffman, Forrest M., Mariana Vertenstein, Hideyuki Kitabata, James B. White III, Patrick Worley, John Drake, and Matthew Cordery. May 17, 2004. “Adventures in Vectorizing the Community Land Model.” In Proceedings of the 2004 Cray User Group (CUG) Conference. [BibTeX citation]

Hargrove, William W., and Forrest M. Hoffman. April 1, 2004. “Potential of Multivariate Quantitative Methods for Delineation and Visualization of Ecoregions.” Environ. Manage., 34(Supplement 1):S39–S60. doi:10.1007/s00267-003-1084-0. [BibTeX citation]

Hargrove, William W., Forrest M. Hoffman, and Beverly E. Law. December 2, 2003. “New Analysis Reveals Representativeness of the AmeriFlux Network.” Eos Trans. AGU, 84(48):529, 535. doi:10.1029/2003EO480001. [BibTeX citation]

Hargrove, W. W., F. M. Hoffman, and P. M. Schwartz. February 13, 2002. “A Fractal Landscape Realizer for Generating Synthetic Maps.” Conserv. Ecol., 6(1):2. URL http://www.ecologyandsociety.org/vol6/iss1/art2/. Part of Special Feature on Ralf Yorque Memorial Competition 2001. [BibTeX citation]

Hargrove, William W., Forrest M. Hoffman, and Thomas Sterling. August 2001. “The Do-It-Yourself Supercomputer.” Sci. Am., 265(2):72–79. URL https://www.scientificamerican.com/article/the-do-it-yourself-superc/. [BibTeX citation]

Gwo, J. P., E. F. D'Azevedo, H. Frenzel, M. Mayes, G. T. Yeh, P. M. Jardine, K. M. Salvage, and F. M. Hoffman. December 2001. “HBGC123D: A High Performance Computer Model of Coupled Hydrogeological and Biogeochemical Processes.” Comput. Geosci., 27(10):1231–1242. doi:10.1016/S0098-3004(01)00027-9. [BibTeX citation]

Hargrove, W. W., and F. M. Hoffman. September 2–8, 2000. “An Analytical Assessment Tool for Predicting Changes in a Species Distribution Map Following Changes in Environmental Conditions.” In B. O. Parks, K. M. Clarke, and M. P. Crane, editors, Proceedings of the Fourth International Conference on Integrating GIS and Environmental Modeling (GIS/EM4): Problems, Prospects and Research Needs. University of Colorado, Cooperative Institute for Research in Environmental Sciences (CIRES), Boulder, Colorado. ISBN 0-9743307-0-1. [BibTeX citation]

Gwo, J. P., F. M. Hoffman, and W. W. Hargrove. April 16, 2000. “Mechanistic-Based Genetic Algorithm Search on a Beowulf Cluster of Linux PCs.” In Proceedings of the High Performance Computing 2000 (HPC2000) Conference. [BibTeX citation]

Mahinthakumar, G., Forrest M. Hoffman, William W. Hargrove, and Nicholas T. Karonis. November 13–19, 1999. “Multivariate Geographic Clustering in a Metacomputing Environment Using Globus.” In Supercomputing '99: Proceedings of the ACM/IEEE 1999 Conference on Supercomputing. ACM Press, New York, NY, USA. ISBN 1-58113-091-0. doi:10.1145/331532.331537. [BibTeX citation]

Hoffman, F. M., and W. W. Hargrove. September 1999. “Parallel Computing With Linux.” Crossroads, 6(1):23–27. doi:10.1145/331636.331643. [BibTeX citation]

Hargrove, W. W., and F. M. Hoffman. July/August 1999. “Using Multivariate Clustering to Characterize Ecoregion Borders.” Comput. Sci. Eng., 1(4):18–25. doi:10.1109/5992.774837. [BibTeX citation]

Hoffman, F. M., and W. W. Hargrove. June 28–July 1, 1999. “Multivariate Geographic Clustering Using a Beowulf-style Parallel Computer.” In Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA '99), Volume III, H. R. Arabnia, Ed. ISBN 1-892512-11-4, CSREA Press, pp. 1292–1298. [BibTeX citation]

Post, Wilfred M., Anthony W. King, Stan D. Wullschleger, and Forrest M. Hoffman. June 24, 1997. “Historical Variations in Terrestrial Biospheric Carbon Storage.” DOE Research Summary, No. 34. [BibTeX citation]

Levine, D. A., W. W. Hargrove, and F. M. Hoffman. August 1995. “Characterization of Sediments in the Clinch River, Tennessee, Using Remote Sensing and Multi-Dimensional GIS Techniques.” In Michael Heit, H. Dennison Parker, and Art Shortreid, editors, GIS Applications in Natural Resources 2. Fort Collins, Colorado: GIS World Books. ISBN 1-882610-17-2. [BibTeX citation]

Levine, D. A., W. W. Hargrove, and F. M. Hoffman. March 28–April 2, 1995. “Characterization of Sediments in the Clinch River, Tennessee, Using Remote Sensing and Multi-Dimensional GIS Techniques.” In Proceedings of the Ninth Annual Symposium on Geographic Information Systems. pages 548–551. [BibTeX citation]

Hargrove, W. W., F. M. Hoffman, D. A. Levine. March 28–April 2, 1995. “Interpolation of Bottom Bathymetry and Potential Erosion in a Large Tennessee Reservoir System Using GRASS.” In Proceedings of the Ninth Annual Symposium on Geographic Information Systems. pages 552–557. [BibTeX citation]

Hoffman, F. M., and V. S. Tripathi. January 1993. “A Geochemical Expert System Prototype Using Object-oriented Knowledge Representation and a Production Rule System.” Comput. Geosci., 19(1):53–60. doi:10.1016/0098-3004(93)90042-4. [BibTeX citation]

Luo, Yiqi, and Forrest M. Hoffman. August 18, 2022. “Benchmark Analysis.” pages 157–162. doi:10.1201/9780429155659-24. In Land Carbon Cycle Modeling: Matrix Approach, Data Assimilation, & Ecological Forecasting, Luo, Yiqi, and Benjamin Smith, Eds. CRC Press, Boca Raton, Florida. doi:10.1201/9780429155659. ISBN:978-1-4987-3701-2. [BibTeX citation] [ORNL #183105]

Langford, Zachary L., Jitendra Kumar, and Forrest M. Hoffman. February 6, 2018. Remote Sensing-Based, 5-m, Vegetation Distributions, Kougarok Road Mile Marker 64, Seward Peninsula, Alaska, ca. 2000–2016. Next Generation Ecosystem Experiments Arctic Data Collection, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee, USA. doi:10.5440/1418854.

Kumar, Jitendra, Jon Weiner, William W. Hargrove, Steven P. Norman, Forrest M. Hoffman, and Doug Newcomb. October 16, 2015. “LiDAR-derived Vegetation Canopy Structure, Great Smoky Mountains National Park, 2011.” Available on-line [http://daac.ornl.gov/] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA. doi:10.3334/ORNLDAAC/1286. [BibTeX citation]

Cook, R. B., W. M. Post, P. E. Thornton, A. Jacobson, D. N. Huntzinger, Y. Wei, I. Baker, J. Chen, F. Chevallier, F. Hoffman, A. Jain, S. Liu, R. Lokupitiya, D. A. McGuire, A. Michalak, G. G. Moisen, R. P. Neilson, P. Peylin, C. Potter, B. Poulter, D. Price, J. Randerson, C. Rodenbeck, A. Schuh, C. Schwalm, H. Tian, E. Tomelleri, D. Turner, G. van der Werf, N. Viovy, T. O. West, J. Xiao, N. Zeng, and M. Zhao. December 1, 2013. “NACP Regional: Original Observation Data and Biosphere and Inverse Model Outputs.” Available on-line [http://daac.ornl.gov/] from Oak Ridge National Laboratory Distributed Active Archive Center, Oak Ridge, Tennessee, USA. doi:10.3334/ORNLDAAC/1193. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, Richard T. Mills, and William W. Hargrove. December 1, 2013. “Representativeness-based Sampling Network Design for the State of Alaska.” doi:10.5440/1108686. [BibTeX citation]

Williams, Christopher A., Arlyn Andrews, Molly Brown, Kenneth J. Davis, Forrest M. Hoffman, Libby Larson, Benjamin Poulter, Gyami Shrestha, Eric T. Sundquist, and Yaxing Wei. January 1, 2023. “2023 North American Carbon Program Science Implementation Plan.” US Global Change Research Program (USGCRP), Washington, District of Columbia, USA, 159 pp. [BibTeX citation] [ORNL #189958]

Hickmon, Nicki, Charuleka Varadharajan, Forrest M. Hoffman, Haruko Wainwright, and Scott Collis. September 1, 2022. “Artificial Intelligence for Earth System Predictability (AI4ESP) Workshop Report.” Biological and Environmental Research and Advanced Scientific Computing Research, US Department of Energy. Prepared by Argonne National Laboratory, Technical Report ANL-22/54, 409 pp. doi:10.2172/1888810. [BibTeX citation] [ORNL #184785]

Hibbard, K. A., Forrest M. Hoffman, D. Huntzinger, and T. O. West. November 3, 2017. “Changes in Land Cover and Terrestrial Biogeochemistry.” In Climate Science Special Report: Fourth National Climate Assessment, Volume 1 [D. J. Wuebbles, D. W. Fahey, K. A. Hibbard, D. J. Dokken, B. C. Steward, and T. K. Maycock (eds.)], U.S. Global Change Research Program, Washington, District of Columbia, USA. doi:10.7930/J0416V6X. [BibTeX citation] [ORNL #116844]

Hoffman, Forrest M., C. D. Koven, G. Keppel-Aleks, D. M. Lawrence, W. J. Riley, J. T. Randerson, A. Ahlström, G. Abramowitz, D. D. Baldocchi, M. J. Best, B. Bond-Lamberty, M. G. De Kauwe, A. S. Denning, A. R. Desai, V. Eyring, J. B. Fisher, R. A. Fisher, P. J. Gleckler, M. Huang, G. Hugelius, A. K. Jain, N. Y. Kiang, H. Kim, R. D. Koster, S. V. Kumar, H. Li, Y. Luo, J. Mao, N. G. McDowell, U. Mishra, P. R. Moorcroft, G. S. H. Pau, D. M. Ricciuto, K. Schaefer, C. R. Schwalm, S. P. Serbin, E. Shevliakova, A. G. Slater, J. Tang, M. Williams, J. Xia, C. Xu, R. Joseph, and D. Koch. April 1, 2017. “International Land Model Benchmarking (ILAMB) 2016 Workshop Report.” Technical Report DOE/SC-0186. U.S. Department of Energy, Office of Science, Germantown, Maryland, USA. doi:10.2172/1330803. [BibTeX citation]

Ng, Esmond, Katherine J. Evans, Peter Caldwell, Forrest M. Hoffman, Charles Jackson, Kerstin Kleese Van Dam, Lai-Yung (Ruby) Leung, Dan Martin, George Ostrouchov, Raymond Tuminaro, Paul Ullrich, Stefan M. Wild, Samuel Williams, Randall Laviolette, and Dorothy Koch. January 1, 2017. “Advancing Cross-Cutting Ideas for Computational Climate Science (AXICCS).” Technical Memorandum ORNL/TM-2016/717, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. doi:10.2172/1341564. [BibTeX citation]

Hoffman, Forrest M., William J. Riley, James T. Randerson, Gretchen Keppel-Aleks, David M. Lawrence, Scott M. Elliott, Charles D. Koven, Umakant Mishra, and J. Keith Moore. June 30, 2016. “The BGC Feedbacks Scientific Focus Area 2016 Annual Progress Report.” Technical Memorandum ORNL/TM-2016/319, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. [BibTeX citation]

Arkin, Adam, David C. Bader, Richard Coffey, Katie Antypas, Deborah Bard, Eli Dart, Sudip Dosanjh, Richard Gerber, James Hack, Inder Monga, Michael E. Papka, Katherine Riley, Lauren Rotman, Tjerk Straatsma, Jack Wells, Srinivas Aluru, Amity Andersen, Edoardo Aprá, Ariful Azad, Susan Bates, Ian Blaby, Crysten Blaby-Haas, Rich Bonneau, Ben Bowen, Mark A. Bradford, Eoin Brodie, James (Ben) Brown, Aydin Buluc, David Bernholdt, Eric Bylaska, Kate Calvin, Bill Cannon, Xingyuan Chen, Xiaolin Cheng, Margaret Cheung, Kenny Chowdhary, Phillip Colella, Bill Collins, Gil Compo, Mike Crowley, Bert Debusschere, Nicholas D'Imperio, Ron Dror, Rob Egan, Katherine Evans, Iddo Friedberg, Jeremy Fyke, Zheng Gao, Evangelos Georganas, Frank Giraldo, Gnana Gnanakaran, Niri Govind, Stuart Grandy, Bill Gustafson, Glenn Hammond, William Hargrove, Michael Heroux, Forrest M. Hoffman, Steven Hofmeyr, Elizabeth Hunke, Charles Jackson, Rob Jacob, Dan Jacobson, Matt Jacobson, Chirag Jain, Hans Johansen, Jeff Johnson, Andy Jones, Phil Jones, Ananth Kalyanaraman, Senghwa Kang, Eric King, Penporn Koanantakool, Pavlos Kollias, Michal Kopera, Rao Kotamarthi, Karol Kowalski, Jitendra Kumar, Nikos Kyrpides, Ruby Leung, Xiaolin Li, Wuyin Lin, Robert Link, Yangang Liu, Leslie Loew, Edward Luke, Hsi-Yen Ma, Radhakrishnan Mahadevan, Costas Maranas, Daniel Martin, Wieslaw Maslowski, Lee Ann McCue, Lois Curfman McInnes, Richard Mills, Sergi Molins Rafa, Dmitriy Morozov, Sara Mostafavi, David J. Moulton, Zenaida Mourao, Habib Najm, Bernard Ng, Esmond Ng, Matt Norman, Sang-Yun Oh, Leonid Oliker, Chongle Pan, Rebecca Pass, George S. H. Pau, Loukas Petridis, Giri Prakash, Stephen Price, David Randall, Ryan Renslow, Laura Riihimaki, Todd Ringler, Andrew Roberts, Dan Rokhsar, Oliver Ruebel, Andrew Salinger, Tim Scheibe, Roland Schulz, Chitra Sivaraman, Jeremy Smith, Sarat Sreepathi, Carl Steefel, Jenifer Talbot, D. J. Tantillo, Alex Tartakovsky, Mark Taylor, Ronald Taylor, David Trebotich, Nathan Urban, Marat Valiev, Allon Wagner, Haruko Wainwright, Will Wieder, Steven Wiley, Dean Williams, Pat Worley, Shaocheng Xie, Kathy Yelick, Shinjae Yoo, Niri Yosef, and Minghua Zhang. March 31, 2016. “Biological and Environmental Research Exascale Requirements Review. An Office of Science review sponsored jointly by Advanced Scientific Computing Research and Biological and Environmental Research, March 28–31, 2016, Rockville, Maryland.” U.S. Department of Energy, Office of Science, Germantown, Maryland, USA. doi:10.2172/1375720. [BibTeX citation]

Hoffman, Forrest M., William J. Riley, James T. Randerson, Scott M. Elliott, Gretchen Keppel-Aleks, Charles D. Koven, Umakant Mishra, J. Keith Moore, and Peter E. Thornton. June 30, 2015. “The BGC Feedbacks Scientific Focus Area 2015 Annual Progress Report.” Technical Memorandum ORNL/TM-2015/390, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. [BibTeX citation]

Hoffman, Forrest M., Pavel B. Bochev, Philip J. Cameron-Smith, Richard C. Easter, Jr., Scott M. Elliott, Steven J. Ghan, Xiaohong Liu, Robert B. Lowrie, Donald D. Lucas, Po-lun Ma, William J. Sacks, Manish Shrivastava, Balwinder Singh, Timothy J. Tautges, Mark A. Taylor, Mariana Vertenstein, Patrick H. Worley, and Kai Zhang. January 15, 2014. “Applying Computationally Efficient Schemes for BioGeochemical Cycles (ACES4BGC) Scientific Discovery through Advanced Computing (SciDAC-3) Partnership Project Annual Report.” Technical Memorandum ORNL/TM-2014/21, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. [BibTeX citation]

Oleson, Keith W., David M. Lawrence, Gordon B. Bonan, Mark G. Flanner, Erik Kluzek, Peter J. Lawrence, Samuel Levis, Sean C. Swenson, Peter E. Thornton, Aiguo Dai, Mark Decker, Robert Dickinson, Johannes Feddema, Colette Heald, Forrest Hoffman, Jean-François Lamarque, Natalie Mahowald, Guo-Yue Niu, Taotao Qian, James Randerson, Steve Running, Koichi Sakaguchi, Andrew Slater, Reto Stöckli, Aihui Wang, Zong-Liang Yang, Xiaodong Zeng, and Xubin Zeng. March 2010. “Technical description of version 4.0 of the Community Land Model (CLM).” Technical Note NCAR/TN-478+STR, National Center for Atmospheric Research, Boulder, Colorado, USA. URL http://www.cesm.ucar.edu/models/cesm1.0/clm/CLM4_Tech_Note.pdf. [BibTeX citation]

Hoffman, Forrest M., and Martial Mancip. June 2009. “Working Group Report on Terrestrial Biosphere Model Evaluation.” Integrated Land Ecosystem-Atmosphere Processes Study (iLEAPS) Newsletter, Issue 7, page 64. ISSN 1796-0363. [BibTeX citation]

Ehlschlaeger, Charles, James Westervelt, Harold Balbach, H. Resit Akcakaya, Tom Hoctor, Crystal Goodison, William W. Hargrove, Forrest M. Hoffman, Winifred Rose, and Robert C. Lozar. December 2006. “Habitat Fragmentation Handbook for Installation Planners.” Robert C. Lozar, Ed. U.S. Army Corps of Engineers, Engineer Research and Development Center, Technical Report ERDC/CERL TR-06-36, 187 pp. [BibTeX citation]

Lozar, Robert C., William Hargrove, and Forrest Hoffman. September 2005. “Use of the Corridor Tool in Support of Threatened and Endangered Species Habitat Fragmentation: Input Procedure and Initial Results.” U.S. Army Corps of Engineers, Engineer Research and Development Center, Technical Report ERDC/CERL TR-05-23, 60 pp. [BibTeX citation]

Hoffman, Forrest, Mariana Vertenstein, Peter Thornton, Keith Oleson, and Samuel Levis. June 2004. “Community Land Model Version 3.0 (CLM3.0) Developer's Guide.” Technical Memorandum ORNL/TM-2004/119, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. URL http://www.cgd.ucar.edu/tss/clm/distribution/clm3.0/DevelopersGuide/doc/CodeReference/DevGuideAndReference.pdf. [BibTeX citation]

Vertenstein, Mariana, Keith Oleson, Sam Levis, and Forrest Hoffman. June 21, 2004. “Community Land Model Version 3.0 (CLM3.0) User's Guide.” Technical report, National Center for Atmospheric Research, Boulder, Colorado, USA. URL http://www.cgd.ucar.edu/tss/clm/distribution/clm3.0/UsersGuide/UsersGuide.pdf. [BibTeX citation]

Oleson, Keith W., Yongjiu Dai, Gordon Bonan, Mike Bosilovich, Robert Dickinson, Paul Dirmeyer, Forrest Hoffman, Paul Houser, Samuel Levis, Guo-Yue Niu, Peter Thornton, Mariana Vertenstein, Zong-Liang Yang, and Xubin Zeng. May 2004. “Technical Description of the Community Land Model (CLM).” Technical Note NCAR/TN-461+STR, National Center for Atmospheric Research, Boulder, Colorado, USA. URL http://www.cgd.ucar.edu/tss/clm/distribution/clm3.0/TechNote/CLM_Tech_Note.pdf. [BibTeX citation]

Hargrove, William W., and Forrest M. Hoffman. April 28, 2004. “A Flux Atlas for Representativeness and Statistical Extrapolation of the AmeriFlux Network.” Technical Memorandum ORNL/TM-2004/112, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. URL https://www.geobabble.org/flux-ecoregions/. [BibTeX citation]

Barnes, K. D., J. M. Donato, D. M. Flanagan, N. W. Grady, J. A. Green, F. M. Hoffman, J. A. Kohl, M. R. Leuze, P. M. Papadopoulos, R. F. Sincovec. November 1995. “The Financial Automated Management On-line User System (FaMOUS): A Prototype Interactive Hypertext-Based Financial Planning and Reporting System.” Technical Memorandum ORNL/TM-13139, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. See also the original PostScript document. [BibTeX citation]

Lee, S. Y., Mark Elless, and Forrest M. Hoffman. August 1993. “Solubility Measurement of Uranium in Uranium-Contaminated Soils.” Technical Memorandum ORNL/TM-12401, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. [BibTeX citation]

Unseren, M. A., and F. M. Hoffman. January 1993. “Errata Report on Herbert Goldstein's Classical Mechanics, Second Edition.” Technical Memorandum ORNL/TM-12176, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. See also the original PostScript document. [BibTeX citation]

Hoffman, Forrest M. September 1992. “A Unix Print Filter for Controlling an HP Laserjet Printer.” Technical Memorandum ORNL/TM-12190, Oak Ridge National Laboratory, Oak Ridge, Tennessee, USA. See also the original PostScript document. [BibTeX citation]

Hoffman, Forrest M. June 5, 2015. “Quantification and Reduction of Uncertainties Associated with Carbon Cycle–Climate System Feedbacks.” Doctor of Philosophy Dissertation, Department of Earth System Science, University of California Irvine, Irvine, California, USA. URL https://escholarship.org/uc/item/53h2942d. [BibTeX citation]

Hoffman, Forrest M. November 4, 2004. “Analysis of Reflected Spectral Signatures and Detection of Geophysical Disturbance Using Hyperspectral Imagery.” Masters of Science Thesis, University of Tennessee, Department of Physics and Astronomy, Knoxville, Tennessee, USA. [BibTeX citation]

Hoffman, Forrest M., Zachary L. Langford, Jitendra Kumar, Steve Norman, and William W. Hargrove. April 11, 2018. “Applying Google Earth Engine to Wildfire Disturbance Detection in the State of Alaska.” Abstract presented at the 2018 U.S.-International Association for Landscape Ecology (US-IALE) Annual Meeting (April 8–12, 2017), Chicago, Illinois, USA. [BibTeX citation]

Randerson, James T., Gabriel J. Kooperman, Baird Langenbrunner, Michael S. Pritchard, Abigail L. S. Swann, Forrest M. Hoffman, Keith Lindsay, and Charles D. Koven. January 11, 2018. “Physiological Responses of Tropical Forests to Rising Atmospheric CO₂ as a Driver of Continental Asymmetries in Precipitation Change and Runoff Extremes.” Abstract presented at the 98th American Meteorological Society (AMS) Annual Meeting (January 7–11, 2018), Austin, Texas, USA. [BibTeX citation]

Ogunro, Oluwasseun O., Scott M. Elliott, Nathaniel Collier, Clara Deal, Oliver W. Wingenter, Weiwei Fu, and Forrest M. Hoffman. January 10, 2018. “Evaluating Uncertainties in Marine Biogeochemical Models: The Case of Remote Aerosol.” Abstract presented at the 98th American Meteorological Society (AMS) Annual Meeting (January 7–11, 2018), Austin, Texas, USA. [BibTeX citation]

Hoffman, Forrest M., Min Xu, Nathaniel Collier, Paul Levine, and James T. Randerson. January 8, 2018. “A Tropical Ecological Forecasting Strategy for ENSO Based on a Global Modeling Framework.” Abstract presented at the 98th American Meteorological Society (AMS) Annual Meeting (January 7–11, 2018), Austin, Texas, USA. [BibTeX citation]

Hibbard, Kathy A., Forrest M. Hoffman, Deborah N. Huntzinger, and Tristram O. West. December 15, 2017. “Changes in Land Cover and Terrestrial Biogeochemistry in the US: Key Findings from the Climate Science Special Report (CSSR).” Abstract GC51G-08 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Kooperman, Gabriel J., Forrest M. Hoffman, Charles Koven, Keith Lindsay, Abigail L. S. Swann, and James T. Randerson. December 15, 2017. “Future Flood Risk in the Tropics as Measured by Changes in Extreme Runoff Intensity is Strongly Influenced by Plant-physiological Responses to Rising CO₂.” Abstract GC54B-03 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Sharma, Bharat, Forrest M. Hoffman, Jitendra Kumar, and Auroop R. Ganguly. December 15, 2017. “Carbon Cycle Extremes in the 22nd and 23rd Century and Attribution to Climate Drivers.” Abstract B53J-02 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Yang, Cheng-En, Forrest M. Hoffman, and Joshua S. Fu. December 15, 2017. “Evaluating the Terrestrial Biogeochemical Responses and Feedbacks of Stratospheric Geoengineering Strategies.” Abstract B53J-05 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Yang, Xiaojuan, Peter E. Thornton, Daniel M. Ricciuto, Xiaoying Shi, Min Xu, and Forrest M. Hoffman. December 15, 2017. “Improving Simulated Spatial Distribution of Productivity and Biomass in Amazon Forests using the ACME Land Model.” Abstract B54C-04 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Levine, Paul A., Min Xu, Yang Cheng, James T. Randerson, and Forrest M. Hoffman. December 14, 2017. “Remote SST Forcing and Local Land-Atmosphere Moisture Coupling as Drivers of Amazon Temperature and Carbon Cycle Variability.” Abstract H42B-08 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Collier, Nathan, Forrest M. Hoffman, Gretchen Keppel-Aleks, David M. Lawrence, Mingquan Mu, William Riley, and James T. Randerson. December 13, 2017. “Scoring Methods in the International Land Benchmarking (ILAMB) Package.” Abstract B31A-1978 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Hargrove, William W., Steve P. Norman, Jitendra Kumar, and Forrest M. Hoffman. December 13, 2017. “Using Linear and Non-Linear Temporal Adjustments to Align Multiple Phenology Curves, Making Vegetation Status and Health Directly Comparable.” Abstract B34C-08 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Konduri, Venkata Shashank, Jitendra Kumar, Forrest M. Hoffman, Auroop R. Ganguly, and William W. Hargrove. December 13, 2017. “Spatiotemporal Analysis of Corn Phenoregions in the Continental United States.” Abstract B34C-07 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Kumar, Jitendra, William W. Hargrove, Steve Norman, and Forrest M. Hoffman. December 13, 2017. “Understanding Patterns of Vegetation Structure and Distribution across Great Smoky Mountains National Park using LiDAR and Meteorology Data.” Abstract B31D-2028 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Lawrence, David M., Rosemary Fisher, Charles Koven, Keith W. Oleson, Sean C. Swenson, Forrest M. Hoffman, James T. Randerson, Nathan Collier, and Mingquan Mu. December 13, 2017. “Applying ILAMB to Data from Several Generations of the Community Land Model to Assess the Relative Contribution of Model Improvements and Forcing Uncertainty to Model–Data Agreement.” Abstract B34A-08 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Maddalena, Damian M., John L’Heureux, and Forrest M. Hoffman. December 13, 2017. “The Effects of Ecoregion Dynamics on Agroregions for Permanent Crops in the Continental US Under Future Climate Change Scenarios.” Abstract GC31C-1016 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Xu, Min, and Forrest M. Hoffman. December 13, 2017. “Effects of ENSO-induced Extremes on Terrestrial Ecosystems.” Abstract B33C-2098 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Geernaert, Gary, Renu Joseph, Peter J. Gleckler, Forrest M. Hoffman, William D. Collins, and Dean N. Williams. December 12, 2017. “Coordinated Model Evaluation Capabilities (CMEC) for CMIP DECK and Historical Simulations.” Town Hall TH23C presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Gorris, Morgan E., Forrest M. Hoffman, Charles S. Zender, Kathleen K. Treseder, and James T. Randerson. December 12, 2017. “The Influence of Current and Future Climate on the Spatial Distribution of Coccidioidomycosis in the Southwestern United States.” Abstract GC23E-06 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Ogunro, Oluwaseun O., Scott Elliott, Nathan Collier, Oliver W. Wingenter, Clara Deal, Weiwei Fu, and Forrest M. Hoffman. December 12, 2017. “Uncertainty in Earth System Models: Benchmarks for Ocean Model Performance and Validation.” Abstract GC21E-0985 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Fils, Pierre Dens, Jitendra Kumar, Nathan Collier, Forrest M. Hoffman, Min Xu, and Whitney Forbes. December 11, 2017. “Assessing the Optimality of ASHRAE Climate Zones using High Resolution Meteorological Data Sets.” Abstract GC13C-0799 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, J. Keith Moore, Michael L. Goulden, Weiwei Fu, Charles D. Koven, Abigail L. S. Swann, Natalie M. Mahowald, Keith Lindsay, and Ernesto Muñoz. December 11, 2017. “Nonlinear Interactions between Climate and Atmospheric Carbon Dioxide Drivers of Terrestrial and Marine Carbon Cycle Changes.” Abstract GC14-07 presented at the 2017 American Geophysical Union (AGU) Fall Meeting (December 11–15, 2017), New Orleans, Louisiana, USA. [BibTeX citation]

Mills, Richard Tran, Forrest M. Hoffman, Jitendra Kumar, Sarat Sreepathi, Vamsi Sripathi, William W. Hargrove. August 9, 2017. “pKluster: A tool for Scalable k-means Analysis of Geospatiotemporal Data Sets.” 2017 Ecological Society of America (ESA) Annual Meeting (August 6–11, 2017), Oregon Conference Center, Portland, Oregon, USA. [BibTeX citation]

Kooperman, Gabriel J., Yang Chen, Forrest M. Hoffman, Charles D. Koven, Keith Lindsay, Michael S. Pritchard, Abigail L. S. Swann, and James T. Randerson. August 8, 2017. “Forest response to rising CO₂ drives zonally asymmetric rainfall change over tropical continents.” 2017 Ecological Society of America (ESA) Annual Meeting (August 6–11, 2017), Oregon Conference Center, Portland, Oregon, USA. [BibTeX citation]

Hoffman, Forrest M., Min Xu, Nathaniel O. Collier, Paul Levine, and James T. Randerson. August 8, 2017. “Development of a Tropical Ecological Forecasting Strategy for ENSO Based on a Global Modeling Framework.” Abstract COS 41-4 presented at the 2017 Ecological Society of America (ESA) Annual Meeting (August 6–11, 2017), Oregon Conference Center, Portland, Oregon, USA. [BibTeX citation]

Kumar, Jitendra, William W. Hargrove, Steven P. Norman, and Forrest M. Hoffman. April 12, 2017. “Canopy structure and distribution of vegetation in Great Smoky Mountain National Park.” Abstract presented at the 2017 U.S.-International Association for Landscape Ecology (US-IALE) Annual Meeting (April 9–13, 2017), Baltimore, Maryland, USA. [BibTeX citation]

Hargrove, William W., Danny C. Lee, Steven P. Norman, Forrest M. Hoffman, and Jitendra Kumar. April 11, 2017. “Allowing Existing Vegetation to Empirically Define Its Own “Phenological Year” to Quantify the Degree and Timing of Seasonality Across the United States.” Abstract presented at the 2017 U.S.-International Association for Landscape Ecology (US-IALE) Annual Meeting (April 9–13, 2017), Baltimore, Maryland, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, William W. Hargrove, and Nathaniel Collier. April 10, 2017. “Understanding the representativeness of FLUXNET for upscaling carbon flux from eddy covariance measurements.” Abstract presented at the 2017 U.S.-International Association for Landscape Ecology (US-IALE) Annual Meeting (April 9–13, 2017), Baltimore, Maryland, USA. [BibTeX citation]

Hoffman, Forrest M., Nathaniel Collier, James T. Randerson, Mingquan Mu, William J. Riley, Gretchen Keppel-Aleks, and Charles D. Koven. January 24, 2017. “Systematic Evaluation of Land Surface Models Using the International Land Model Benchmarking (ILAMB) Package (Invited Presentation).” Abstract presented at the 97th American Meteorological Society (AMS) Annual Meeting (January 22–26, 2017), Seattle, Washington, USA. [BibTeX citation]

Zhu, Qing, William J. Riley, Jinyun Tang, Forrest M. Hoffman, Mingquan Mu, and James T. Randerson. December 16, 2016. “Representing carbon, nitrogen, and phosphorus interaction in the ACME Land Model v1: Model development and global benchmarking.” Abstract B54C-05 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Kooperman, Gabriel J., James T. Randerson, Yang Chen, Abigail L. S. Swann, Charles Koven, Forrest M. Hoffman, Keith T. Lindsay, and Mike S. Pritchard. December 16, 2016. “Local Plant Physiological Responses to Increasing CO₂ Contribute to a Zonally Asymmetric Pattern of Precipitation Change over Tropical Forests.” Abstract A53G-07 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Bond-Lamberty, Ben P., Daniel Epron, Jennifer W. Harden, Mark Harmon, Forrest M. Hoffman, Jitendra Kumar, Anthony David McGuire, and Rodrigo Vargas. December 16, 2016. “The challenge of establishing decomposition functional types to estimate heterotrophic respiration at large scales (Invited).” Abstract B52A-01 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Xu, Min, and Forrest M. Hoffman. December 16, 2016. “Modeling biogeochemical responses of vegetation to ENSO: Comparison and analysis on subgrid PFT patches.” Abstract B51E-0465 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Shu, Shijie, Umakant Mishra, James T. Randerson, Yujie He, Charles Koven, Forrest M. Hoffman, and Atul K. Jain. December 15, 2016. “Estimating potential damping of cryoturbation on permafrost carbon emissions using a perturbed parameters approach in a land surface model.” Abstract B43C-0626 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., Min Xu, Nathan Collier, Chonggang Xu, Bradley O. Christoffersen, Yiqi Luo, Daniel M. Ricciuto, Paul A. Levine, and James T. Randerson. December 15, 2016. “Development of a tropical ecological forecasting strategy for ENSO based on the ACME modeling framework.” Abstract B42A-08 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Hargrove, William W., Danny C. Lee, Steven P. Norman, Jitendra Kumar, and Forrest M. Hoffman. December 15, 2106. “A Polar Approach for Defining a Spatially-Explicit ‘Phenological Year’ and Quantifying the Degree and Date of Seasonality for Existing Vegetation Across the United States.” Abstract B42C-04 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Mao, Jiafu, Aurélien Ribes, Binyan Yan, Xiaoying Shi, Peter E. Thornton, Roland Seferian, Philippe Ciais, Ranga B. Myneni, Hervé Douville, Shilong Piao, Zaichun Zhu, Robert E. Dickinson, Yong Jiu Dai, Daniel M. Ricciuto, Mingzhou Jin, Forrest M. Hoffman, Bin Wang, Mengtian Huang, and Xu Lian. December 14, 2016. “Human-induced greening of the northern extratropical land surface.” Abstract B32C-04 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Yang, Cheng-En, Jiafu Mao, Forrest M. Hoffman, Daniel M. Ricciuto, and Joshua S. Fu. December 14, 2016. “Uncertainty Quantification of Extratropical Forest Biomass in CMIP5 Models over the Northern Hemisphere.” Abstract GC31F-1155 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Mills, Richard T., Forrest M. Hoffman, Jitendra Kumar, Sarat Sreepathi, and Vamsi Sripathi. December 13, 2016. “Scalable Algorithms for Clustering Large Geospatiotemporal Data Sets on Manycore Architectures.” Abstract T23C-2953 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Huntzinger, Deborah N., Abhishek Chatterjee, Sarah R. Cooley, John P. Dunne, Forrest M. Hoffman, Yiqi Luo, David J. Moore, Sara B. Ohrel, Benjamin Poulter, Daniel M. Ricciuto, Maria Tzortziou, Anthony P. Walker, and Melanie A. Mayes. December 13, 2016. “The future of the North American carbon cycle – projections and associated climate change.” Abstract GC23K-17 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, William Walter Hargrove, Steven P. Norman, and Bjorn-Gustaf Brooks. December 12, 2016. “Integrating Statistical and Expert Knowledge to Develop Phenoregions for the Continental United States (Invited).” Abstract B14C-01 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Kumar, Jitendra, Forrest M. Hoffman, William Walter Hargrove, and Nathan Collier. December 12, 2016. “Understanding the Representativeness of FLUXNET for Upscaling Carbon Flux from Eddy Covariance Measurements.” Abstract B11J-08 presented at the 2016 American Geophysical Union (AGU) Fall Meeting (December 12–16, 2016), San Francisco, California, USA. [BibTeX citation]

Randerson, James, Abigail Swann, Charles Koven, Forrest M. Hoffman, and Yang Chen. December 18, 2015. “Continental asymmetry in climate-induced tropical drought: Driving mechanisms and ecosystem response.” Abstract B53J-04 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Langford, Zachary, Jitendra Kumar, and Forrest M. Hoffman. December 17, 2015. “Landscape characterization of Arctic ecosystems using data mining algorithms and large geospatial datasets (Invited).” Abstract IN43A-1723 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Mills, Richard, Forrest M. Hoffman, and Jitendra Kumar. December 17, 2015. “Scalable algorithms for unsupervised classification and anomaly detection in large geospatiotemporal data sets (Invited).” Abstract IN43A-1721 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Mei, Rui, Daniel Ricciuto, Jiafu Mao, Forrest M. Hoffman, and Jitendra Kumar. December 17, 2015. “Sensitivity of land surface modeling to parameters: An uncertainty quantification method applied to the Community Land Model.” Abstract GC43C-1205 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Weiner, Jon, Jitendra Kumar, Steven Norman, William Hargrove, Nathan Collier, and Forrest M. Hoffman. December 17, 2015. “Mapping vegetation canopy structure and distribution for Great Smoky Mountains National Park using LiDAR.” Abstract B43C-0549 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Mahowald, Natalie, Daniel Ward, Silvia Kloster, James Randerson, Scott Doney, Keith Lindsay, Ernesto Muñoz, Sarah Schlunegger, Danica Lombardozzi, David Lawrence, Peter Lawrence, and Forrest M. Hoffman. December 15, 2015. “Impact of land use and land cover change on climate and air quality in the CESM (Invited).” Abstract A41R-03 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Mao, Jiafu, Wenting Fu, Xiaoying Shi, Daniel Ricciuto, Joshua Fisher, Robert Dickinson, Yaxing Wei, Willis Shem, Shilong Piao, Kaicun Wang, Christopher Schwalm, Hanqin Tian, Mingquan Mu, Muhammad Atlaf Arain, Philippe Ciais, Robert Cook, Yong Jiu Dai, Daniel Hayes, Forrest M. Hoffman, Maoyi Huang, Suo Huang, Deborah Huntzinger, Akihiko Ito, Atul Jain, Anthony King, Huimin Lei, Chaoqun Lu, Anna Michalak, Nicholas Parazoo, Changhu Peng, Shushi Peng, Benjamin Poulter, Kevin Schaefer, Elchin Jafarov, Peter Thornton, Weile Wang, Ning Zeng, Zhenzhong Zeng, Fang Zhao, Qiuan Zhu, and Zaichun Zhu. December 16, 2015. “Disentangling climatic and anthropogenic controls on global terrestrial evapotranspiration trends.” Abstract H33L-08 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Riley, William, Dipankar Dwivedi, Bardan Ghimire, Forrest M. Hoffman, George Shu Heng Pau, James Randerson, Chaopeng Shen, Jinyun Tang, and Qing Zhu. December 16, 2015. “Improving predictions of large scale soil carbon dynamics: Integration of fine-scale hydrological and biogeochemical processes, scaling, and benchmarking (Invited).” Abstract B31F-01 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Shu, Shijie, Umakant Mishra, Forrest M. Hoffman, Charles Koven, and Atul Jain. December 15, 2015. “Interactions between soil organic carbon concentration and soil thermal and hydraulic dynamics and its impact on soil carbon storage in northern high-latitudes.” Abstract B23J-04 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Luo, Yiqi, heng Shi, Lifen Jiang, Jianyang Xia, Ying Wang, Manoj Kc, Junyi Liang, Xingjie Lu, Shuli Niu, Ander Ahlström, Oleksandra Hararuk, Alan Hastings, Forrest M. Hoffman, Belinda Medlyn, Martin Rasmussen, Matthew Smith, Kathe Todd-Brown and Yingping Wang. December 15, 2015. “Terrestrial carbon storage dynamics: Chasing a moving target (Invited).” Abstract B23J-03 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Swann, Abigail, Forrest M. Hoffman, Charles Koven, and James Randerson. December 15, 2015. “Diagnosing drought in a changing climate (Invited).” Abstract B23J-01 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., James Randerson, J. Keith Moore, Michael Goulden, Keith Lindsay, Ernesto Muñoz, Weiwei Fu, Abigail Swann, Charles Koven, Natalie Mahowald, and Gordon Bonan. December 15, 2015. “Nonlinear interactions between climate and atmospheric carbon dioxide drivers of terrestrial and marine carbon cycle changes from 1850 to 2300.” Abstract B23G-0662 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Yang, Cheng-En, Jiafu Mao, Forrest M. Hoffman, Daniel Ricciuto, and Joshua Fu. December 15, 2015. “Evaluation of vegetation biomass in CMIP5 models over the northern high-latitudes.” Abstract B21E-0518 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Xu, Min, and Forrest M. Hoffman. December 15, 2015. “Implementation of a canopy air space scheme into the Community Land Model.” Abstract B21E-0517 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Mu, Mingquan, Forrest M. Hoffman, David Lawrence, William Riley, Gretchen Keppel-Aleks, Charles Koven, Erik Kluzek, Jiafu Mao, and James Randerson. December 15, 2015. “Design and application of a community land benchmarking system for Earth system models.” Abstract B21E-0513 presented at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Joseph, Renu, Forrest M. Hoffman, William Riley, James Randerson, David Lawrence. December 14, 2015. “DOE scientific successes as part of the International Land Model Benchmarking (ILAMB) Project.” Town Hall TH15C at the 2015 American Geophysical Union (AGU) Fall Meeting (December 14–18, 2015), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, Damian M. Maddalena, William W. Hargrove, and James T. Randerson. July 14, 2015. “Characterizing Tropical Forest Representativeness for Optimizing Sampling Network Coverage.” Abstract 189 presented at the 52^nd Annual Meeting of the Association for Tropical Biology and Conservation (ATBC) (July 12–16, 2015), Hawai‘i Convention Center, Honolulu, Hawai‘i, USA. [BibTeX citation]

Shu, Shijie, Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove, and Atul Jain. December 19, 2014. “Data Mining Approach for Evaluating Vegetation Dynamics in Earth System Models (ESMs) Using Satellite Remote Sensing Products.” Abstract B53G-06 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Kumar, Jitendra, Zachary Langford, Fengming Yuan, and Forrest M. Hoffman. December 19, 2014. “Remote Sensing to Inform Plant Functional Type (PFT) Distributions in the Community Land Model (Invited).” Abstract B53I-03 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. Invited. [BibTeX citation]

Hargrove, William W., Jitendra Kumar, Yasemin Ergüner Baytok, and Forrest M. Hoffman. December 19, 2014. “Predominant Environmental Factors Controlling and Predicting Phenological Seasonality Across the CONUS Over the Last Decade (Invited).” Abstract B53K-03 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. Invited. [BibTeX citation]

Hargrove, William W., Jitendra Kumar, Kevin Potter, and Forrest M. Hoffman. December 19, 2014. “Version 5 of Forecasts; Forecasts of Climate-Associated Shifts in Tree Species.” Abstract B51G-0106 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Maddalena, Damian, Forrest M. Hoffman, Jitendra Kumar, and William W. Hargrove. December 19, 2014. “Landscape Characterization and Representativeness Analysis for Understanding Sampling Network Coverage.” Abstract B51B-0029 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, Damian Maddalena, Zachary Langford, and William W. Hargrove. December 18, 2014. “Multivariate Spatio-Temporal Clustering: A Framework for Integrating Disparate Data to Understand Network Representativeness and Scaling Up Sparse Ecosystem Measurements (Invited).” Abstract IN44A-06 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. Invited. [BibTeX citation]

Hoffman, Forrest M., James Randerson, Weiwei Fu, Keith Lindsay, Ernesto Muñoz, Natalie Mahowald, and Gordon Bonan. December 18, 2014. “Long-term Terrestrial Carbon and Water Cycle Responses to Projected Climate Change Beyond 2100.” Abstract GC41C-0573 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Langford, Zachary, Jitendra Kumar, Forrest M. Hoffman, Victoria Sloan, Richard Norby, and Stan Wullschleger. December 18, 2014. “Mapping Plant Functional Type Distributions in Arctic Ecosystems Using WorldView-2 Satellite Imagery and Unsupervised Clustering.” Abstract B41I-0166 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Norman, Steven, Jitendra Kumar, William W. Hargrove, and Forrest M. Hoffman. December 17, 2014. “A Global Classification of Contemporary Fire Regimes.” Abstract GC31A-0440 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Kumar, Jitendra, William W. Hargrove, Steven Norman, and Forrest M. Hoffman. December 17, 2014. “Detecting and Tracking Shifts in National Vegetation Composition, Including Donors and Recipients, Across the MODIS Era.” Abstract B31A-0008 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Wang, Gangsheng, Melanie Mayes, Peter Thornton, and Forrest M. Hoffman. December 16, 2014. “Soil Carbon and Nitrogen Mineralization with Flexible Soil and Microbial C:N Ratios.” Abstract B23C-0211 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Mu, Mingquan, Forrest M. Hoffman, David Lawrence, William Riley, Gretchen Keppel-Aleks, Erik Kluzek, Charles Koven, and James Randerson. December 16, 2014. “Model Evaluation Using a Community Benchmarking System for Land Surface Models.” Abstract B23C-0209 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Keppel-Aleks, Gretchen, and Forrest M. Hoffman. December 16, 2014. “Constraints on Long-term Carbon–Climate Feedbacks from Spatially Resolved CO₂ Growth Rate Fluctuations Linked to Temperature and Precipitation.” Abstract B23C-0208 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Song, Xia, Forrest M. Hoffman, Xiaofeng Xu, Colleen Iversen, and Jitendra Kumar. December 16, 2014. “Above–Belowground Carbon Allocation in Earth System Models.” Abstract A21G-3117 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Yang, Xiaojuan, Peter Thornton, Daniel Ricciuto, and Forrest M. Hoffman. December 15, 2014. “Influence of Phosphorus Cycle Coupling on Carbon–Climate Feedbacks (Invited).” Abstract B14A-05 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. [BibTeX citation]

Randerson, James, Keith Lindsay, Ernesto Muñoz, Weiwei Fu, Forrest M. Hoffman, Jefferson Moore, Scott Doney, Natalie Mahowald, and Gordon Bonan. December 15, 2014. “Intensification of Climate–Carbon Feedbacks after 2100 and Implications for Disturbance Regimes (Invited).” Abstract B14D-01 presented at the 2014 American Geophysical Union (AGU) Fall Meeting (December 15–19, 2014), San Francisco, California, USA. Invited. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, and William W. Hargrove. December 13, 2013. “Integrating Statistical and Expert Knowledge to Develop Phenoregions for the Continental United States.” Abstract B43C-0490 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Hargrove, William Walter, Forrest M. Hoffman, Jitendra Kumar, Joseph Spruce, and Steve Norman. December 13, 2013. “Empirical Mining of Large Data Sets Already Helps to Solve Practical Ecological Problems; A Panoply of Working Examples.” Abstract IN52A-05 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. Invited. [BibTeX citation]

Wang, Yingping, Matthew J. Smith, Yiqi Luo, Maria Leite, Folashade Agusto, Benito Chen, Forrest M. Hoffman, Belinda Elizabeth Medlyn, and Martin Rasmussen. December 13, 2013. “Theoretical Analysis of the Global Land Carbon Cycle: What Determines the Trajectory of Future Carbon Uptake?” Abstract B51L-02 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Mu, Mingquan, Forrest M. Hoffman, David M. Lawrence, William J. Riley, Gretchen Keppel-Aleks, and James T. Randerson. December 11, 2013. “Design and Development of a Community Carbon Cycle Benchmarking System for CMIP5 Models.” Abstract H33B-1358 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Hargrove, William Walter, Jitendra Kumar, Kevin M. Potter, and Forrest M. Hoffman. December 11, 2013. “Global Tree Range Shifts Under Forecasts from Two Alternative GCMs Using Two Future Scenarios.” Abstract B32D-06 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Lawrence, David M., James T. Randerson, Mingquan Mu, Forrest M. Hoffman, William J. Riley, Charles D. Koven, Katherine E. Todd-Brown, and Gretchen Keppel-Aleks. December 11, 2013. “Development and Application of a Benchmarking System for Land Models.” Abstract H32G-01 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Mills, Richard T., Gautam Bisht, Glenn E. Hammond, Benjamin J. Andre, Jitendra Kumar, Satish Karra, Scott L. Painter, Peter C. Lichtner, Guoping Tang, Fengming Yuan, Xiaofeng Xu, Forrest M. Hoffman, William J. Riley, Peter E. Thornton. December 11, 2013. “Development of a Process-Rich Modeling Framework for Arctic Ecohydrology Using the Open-Source PFLOTRAN and CLM Models.” Abstract DI31A-2195 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, Vivek K. Arora, Qing Bao, Katharina D. Six, Patricia Cadule, Duoying Ji, Chris D. Jones, Michio Kawamiya, Samar Khatiwala, Keith Lindsay, Atsushi Obata, Elena Shevliakova, Jerry F. Tjiputra, Evgeny M. Volodin, and Tongwen Wu. December 9, 2013. “Causes and Implications of Persistent Atmospheric Carbon Dioxide Biases in Earth System Models.” Abstract B13M-07 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. Invited. [BibTeX citation]

Fu, Wenting, Lianhong Gu, and Forrest M. Hoffman. December 9, 2013. “Advantages of estimating parameters of photosynthesis model by fitting A-Ci curves at multiple subsaturating light intensities.” Abstract B13D-0543 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Maddalena, Damian M., Forrest M. Hoffman, and Jitendra Kumar. December 9, 2013. “Landscape Characterization for the Identification of Environmental Gradients in the Tropics.” Abstract B11G-0431 presented at the 2013 American Geophysical Union (AGU) Fall Meeting (December 9–13, 2013), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M. September 5, 2013. “Big Data in the Geosciences: Data Mining Methods for Characterizing Ecoregions, Designing Sampling Networks, Detecting Forest Threats, and Understanding Climate Change Predictions.” Presented at the 2013 Smoky Mountains Computational Sciences and Engineering Conference (September 3–5, 2013), Gatlinburg, Tennessee, USA. Invited. [BibTeX citation]

Hargrove, William W., Joseph Spruce, Jitendra Kumar, and Forrest M. Hoffman. December 7, 2012. “ForWarn Forest Disturbance Change Detection System Provides a Weekly Snapshot of US Forest Conditions to Aid Forest Managers.” Abstract GC53E-04 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. Invited. [BibTeX citation]

Kumar, Jitendra, Gautam Bisht, Satish Karra, Anna K. Liljedahl, Forrest M. Hoffman, Richard T. Mills, Scott Painter, and Peter E. Thornton. December 7, 2012. “Active Layer and Permafrost Thermal Regimes in Ice Wedge Polygon Dominated Regions of Alaska.” Abstract B53E-0713 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, and CMIP5 Carbon Cycle Model Leads. December 6, 2012. “The Causes and Implications of Persistent Atmospheric CO₂ Biases in Earth System Models.” Abstract B41C-0290 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Randerson, James T., Mingquan Mu, Brendan M. Rogers, Nuño Carvalhais, James Ehleringer, Miguel D. Mahecha, Forrest M. Hoffman, Jannis von Buttlar, and Markus Reichstein. December 5, 2012. “Evaluation of the Seasonal Dynamics of Photosynthesis and Drought Stress in CMIP5 Models.” Abstract B34B-02 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Mills, Richard T., Gautam Bisht, Satish Karra, Forrest M. Hoffman, Glenn E. Hammond, Jitendra Kumar, Scott Painter, Peter E. Thornton, and Peter C. Lichtner. December 5, 2012. “Progress Towards Coupled Simulation of Surface/Subsurface Hydrologic Processes and Terrestrial Ecosystem Dynamics Using the Community Models PFLOTRAN and CLM.” Abstract H33H-1426 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Keppel-Aleks, Gretchen, James T. Randerson, Keith T. Lindsay, Britton B. Stephens, Jefferson K. Moore, Scott C. Doney, Peter E. Thornton, Natalie M. Mahowald, Forrest M. Hoffman, Colm Sweeney, Pieter P. Tans, Paul O. Wennberg, and Steven C. Wofsy. December 5, 2012. “Evaluating Carbon Dioxide Variability in the Community Earth System Model Against Atmospheric Observations.” Abstract A32A-08 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Hargrove, William W., Joseph Spruce, Steve Norman, William Christie, and Forrest M. Hoffman. December 4, 2012. “ForWarn: A Cross-Cutting Forest Resource Management and Decision Support System Providing the Capacity to Identify and Track Forest Disturbances Nationally.” Abstract ED22A-06 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. Invited. [BibTeX citation]

Mei, Rui, Salil Mahajan, Jitendra Kumar, Forrest M. Hoffman, and Moetasim Ashfaq. December 4, 2012. “Do High-resolution Global Models Add Value to Climate Model Predictions? Results from a Cluster Analysis.” Abstract IN21C-1488 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Hargrove, William W., Jitendra Kumar, Forrest M. Hoffman, Kevin M. Potter, and Richard T. Mills. December 4, 2012. “Imputation of Continuous Tree Suitability over the Continental United States from Sparse Measurements Using Associative Clustering.” Abstract IN21C-1487 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Sinha, Eva, Jitendra Kumar, and Forrest M. Hoffman. December 4, 2012. “Analysis and Intercomparison of CMIP5 Models Using Clustered Climate Regimes.” Abstract IN21C-1486 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Fu, Wenting, Robert E. Dickinson, Lianhong Gu, and Forrest M. Hoffman. December 4, 2012. “Estimation of Terrestrial COS Uptake From a Global Carbon Cycle Model (CLM-4.0)” Abstract B21B-0354 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Shi, Xiaoying, Jiafu Mao, Peter E. Thornton, and Forrest M. Hoffman. December 3, 2012. “Spatiotemporal Pattern of CLM4 Simulated Evapotranspiration in Response to Multifactor Environmental Changes.” Abstract B13B-0507 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Mao, Jiafu, Xiaoying Shi, Peter E. Thornton, and Forrest M. Hoffman. December 3, 2012. “Global Latitudinal-asymmetric Vegetation Growth Trends and Their Driving Mechanisms Over the Past Three Decades.” Abstract B13B-0506 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Bauerle, William, Ram Oren, Danielle Way, Song Qian, Paul C. Stoy, Peter E. Thornton, Joseph Bowden, Forrest M. Hoffman, and Robert Reynolds. December 3, 2012. “Seasonal Patterns of Photosynthetic Capacity: Photoperiodic Control and Its Carbon Cycling Implications.” Abstract B13B-0486 presented at the 2012 American Geophysical Union (AGU) Fall Meeting (December 3–7, 2012), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, and Jiafu Mao. September 14, 2012. “Using Remotely-sensed Data Sets for Model Evaluation and Benchmarking.” Abstract presented at the ForestSAT 2012 Conference (September 11–14, 2012), Oregon State University, Corvallis, Oregon, USA. Invited. [BibTeX citation]

Kumar, Jitendra, Forrest M. Hoffman, William W. Hargrove, Richard T. Mills, William M. Christie, Joseph P. Spruce, and Steven P. Norman. September 12, 2012. “A Statistical Approach for Detection of Natural Disturbances in Forest Ecosystems Using Remotely Sensed Phenology.” Abstract presented at the Phenology 2012 Conference (September 10–13, 2012), Milwaukee, Wisconsin, USA. [BibTeX citation]

Hargrove, William W., Joseph P. Spruce, Steven P. Norman, William M. Christie, Jitendra Kumar, and Forrest M. Hoffman. September 12, 2012. “Using Land Surface Phenology for National Mapping of the Occurrence and Health of Evergreen and Deciduous Forests.” Abstract presented at the Phenology 2012 Conference (September 10–13, 2012), Milwaukee, Wisconsin, USA. [BibTeX citation]

Hoffman, Forrest M. September 10, 2012. “Computational Challenges in the ACES4BGC Project.” Abstract presented at the Scientific Discovery through Advanced Computing (SciDAC) Principal Investigator Meeting (September 10–12, 2012), Rockville, Maryland, USA. [BibTeX citation]

Hoffman, Forrest M., Jitendra Kumar, Richard Tran Mills, and William W. Hargrove. June 17, 2012. “Assessment of Ecohydrological Impacts Under Climate change Scenarios from CMIP5.” Abstract presented at the XIX International Conference on Computational Methods in Water Resources (CMWR 2012; June 17–21, 2012), Urbana, Illinois, USA. [BibTeX citation]

Hoffman, Forrest M., Richard Tran Mills, Jitendra Kumar, William W. Hargrove, and Joseph P. Spruce. April 8, 2012. “A Data Mining Methodology for Detecting Change in Forest Ecosystems Using Remotely Sensed Imagery.” Abstract presented at the U.S. International Association for Landscape Ecology (US-IALE; April 8–12, 2012) Symposium, Newport, Rhode Island, USA. [BibTeX citation]

Hargrove, William W., Joseph P. Spruce, Steven P. Norman, and Forrest M. Hoffman. April 8, 2012. “Using Land Surface Phenology as the Basis for a National Early Warning System for Forest Disturbances.” Abstract presented at the U.S. International Association for Landscape Ecology (US-IALE; April 8–12, 2012) Symposium, Newport, Rhode Island, USA. [BibTeX citation]

Hoffman, Forrest M., and James T. Randerson. March 5, 2012. “CMIP5 Multi-Model Analysis of Global Carbon Cycle Sensitivities and Feedbacks.” Abstract presented at the World Climate Research Programme (WCRP) Workshop on Climate Model Intercomparison Project (CMIP5) Model Analysis (March 5–9, 2012), Honolulu, Hawai‘i, USA. [BibTeX citation]

Minquan Mu, Forrest M. Hoffman, Gretchen Keppel-Aleks, and James T. Randerson. March 5, 2012. “Seasonal and Interannual Variability of Terrestrial Ecosystem Net Carbon Exchange: Comparison of Earth System Model Simulations from CMIP5.” Abstract presented at the World Climate Research Programme (WCRP) Workshop on Climate Model Intercomparison Project (CMIP5) Model Analysis (March 5–9, 2012), Honolulu, Hawai‘i, USA. [BibTeX citation]

Lawrence, David, James T. Randerson, Eleanor Blyth, Forrest Hoffman, Martin Best, and Yiqi Luo. January 23, 2012. “The International Land Mobel Benchmarking (ILAMB) Project: Water and Energy Benchmarking.” Abstract presented at the 92^nd American Meteorological Society (AMS) Annual Meeting (January 22–26, 2012), New Orleans, Louisiana, USA. Invited. [BibTeX citation]

Hoffman, Forrest M., and James T. Randerson. December 9, 2011. “Quantifying and Reducing Climate-Carbon Cycle Feedback Uncertainties: Analysis of CMIP5 Earth System Model Feedbacks.” Abstract GC54A-07 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Marshall, Aaron A., Forrest M. Hoffman, Jitendra Kumar, William W. Hargrove, Joseph Spruce, Richard T. Mills. December 9, 2011. “An Early Warning System for Identification and Monitoring of Disturbances to Forest Ecosystems.” Abstract B53D-05 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Hargrove, William Walter, Joseph Spruce, Steven P. Norman, Forrest M. Hoffman. December 9, 2011. “Using Land Surface Phenology as the Basis for a National Early Warning System for Forest Disturbances.” Abstract B51P-07 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Bisht, Gautam, Richard T. Mills, Forrest M. Hoffman, Peter E. Thornton, Peter C. Lichtner, Glenn E. Hammond. December 8, 2011. “Incorporating 3-D Subsurface Hydrologic Processes within the Community Land Surface Model (CLM): Coupling PFLOTRAN and CLM.” Abstract H41C-1046 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Mills, Richard T., Jitendra Kumar, Forrest M. Hoffman, William W. Hargrove, Joseph Spruce. December 7, 2011. “A Statistical Methodology for Detecting and Monitoring Change in Forest Ecosystems Using Remotely Sensed Imagery.” Abstract B31K-07 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Todd-Brown, Katherine E., Forrest M. Hoffman, James T. Randerson, Wilfred M. Post, Steven D. Allison. December 7, 2011. “Assessing Variability in Belowground Carbon for CMIP-5 Models.” Abstract B31D-0346 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Barman, Rahul, Forrest M. Hoffman, David M. Lawrence, Yang Song, Prasanth Meiyappan, Atul K. Jain, Robert L. Jacob, Mariana Vertenstein. December 6, 2011. “Studying Uncertainties in Climate-Terrestrial Biogeochemical Feedbacks in the Northern High Latitudes using a Flexible Earth System Modeling Framework.” Abstract B22D-04 presented at 2011 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Hoffman, Forrest M., and James T. Randerson. October 24, 2011. “The Impact of the Temperature Sensitivity of Ecosystem Respiration on the Climate-Carbon Cycle Feedback Strength.” Abstract presented at the World Climate Research Programme (WCRP) Open Science Conference (October 24–28, 2011), Denver, Colorado, USA. [BibTeX citation]

Hoffman, Forrest M., and James T. Randerson. October 3, 2011. “A New Model Evaluation Framework for the International Land Model Benchmarking (ILAMB) Project.” Abstract presented at the Third NASA Carbon Cycle & Ecosystems (CC&E) Joint Science Workshop (October 3–6, 2011), Alexandria, Virginia, USA. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, Peter E. Thornton, Natalie M. Mahowald, Gordon B. Bonan, Steven W. Running, and Inez Y. Fung. September 19, 2011. “The Carbon-Land Modeling Intercomparison Project (C-LAMP) and the International Land Model Benchmarking (ILAMB) Project for the IPCC AR5.” Abstract presented at the U.S. Department of Energy Climate and Earth System Modeling Science Team Meeting (September 19–22, 2011), Washington, District of Columbia, USA. [BibTeX citation]

Hoffman, F. M., and J. T. Randerson. December 16, 2010. “The Impact of the Temperature Sensitivity of Ecosystem Respiration on the Climate-Carbon Cycle Feedback Strength.” Abstract B44A-02 presented at 2010 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Shi, X., J. Mao, P. E. Thornton, and F. M. Hoffman. December 16, 2010. “The Impact of Climate, CO₂, Nitrogen Deposition and Land Use Change on Contemporary Global River Flow.” Abstract B41G-0401 presented at 2010 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Allen, M. R., D. J. Erickson, R. J. Andres, F. M. Hoffman, and M. L. Branstetter. December 16, 2010. “Monthly Anthropogenic CO₂ Fluxes: Impacts on the Atmospheric CO₂ Seasonal Cycle and Implications for Models of the Terrestrial Biosphere.” Abstract B41G-0391 presented at 2010 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Mills, R. T., F. M. Hoffman, J. Kumar, S. S. Vulli, W. W. Hargrove, and J. Spruce. December 14, 2010. “Geospatiotemporal Data Mining of Remotely Sensed Phenology for Unsupervised Forest Threat Detection.” Abstract B23G-0462 presented at 2010 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. [BibTeX citation]

Mahowald, N. M., S. Kloster, S. Engelstaedter, J. K. Moore, S. Mukhopadhyay, J. R. McConnell, S. Albani, S. C. Doney, A. Bhattacharya, M. A. J. Curran, M. G. Flanner, F. M. Hoffman, D. M. Lawrence, K. Lindsay, P. A. Mayewski, J. Neff, D. Rothenberg, E. Thomas, and P. E. Thornton. December 13, 2010. “Observed 20th Century Desert Dust Variability: Impact on Climate and Biogeochemistry.” Abstract A11K-02 presented at 2010 Fall Meeting, American Geophysical Union (AGU), San Francisco, California, USA. Invited. [BibTeX citation]

Brooks, Bjørn J., F. M. Hoffman, R. T. Mills, D. J. Erickson, and T. J. Blasing. December 18, 2009. “The Effect of Anthropogenic Emissions Corrections on the Seasonal Cycle of Atmospheric CO₂.” Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract A51A-0108. [BibTeX citation]

Erickson, David J., S. Pawson, J. Daniel, M. Allen, L. E. Ott, A. Ganguly, E. Nielsen, and F. M. Hoffman. December 18, 2009. “Atmospheric CO₂ Simulation inside GEOS-5: Data Mining, Evaluation and Treaty Verification.” Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract A51A-0078. [BibTeX citation]

Hargrove, William W., J. Spruce, G. Gasser, and F. M. Hoffman. December 17, 2009. “Toward A National Early Warning System for Forest Disturbances Using Remotely Sensed Land Surface Phenology.” Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract B42B-06. [BibTeX citation]

Thornton, Peter E., F. M. Hoffman, and G. C. Hurtt. December 15, 2009. “Influence of Dynamic Land Use and Land Cover Change on Simulated Global Terrestrial Carbon and Nitrogen Cycles, Climate-carbon Cycle Feedbacks, and Interactions with Rising CO₂ and Anthropogenic Nitrogen Deposition.” Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract B24B-06. [BibTeX citation]

Hoffman, Forrest M., J. T. Randerson, P. E. Thornton, G. B. Bonan, B. J. Brooks, D. J. Erickson, and I. Fung. December 15, 2009. “An International Land-Biosphere Model Benchmarking Activity for the IPCC Fifth Assessment Report (AR5).” Eos Trans. AGU, 90(52), Fall Meet. Suppl., Abstract B23G-08. [BibTeX citation]

Hoffman, Forrest M., James T. Randerson, Peter E. Thornton, Natalie M. Mahowald, Gordon B. Bonan, Steven W. Running, and Inez Y. Fung. September 2009. “The Carbon-Land Model Intercomparison Project (C-LAMP): A Model-Data Comparison System for Evaluation of Coupled Biosphere-Atmosphere Models.” In Proceedings of the 8^th International Carbon Dioxide Conference (September 13–19, 2009), Jena, Germany.

Hoffman, Forrest M., James T. Randerson, Inez Y. Fung, Peter E. Thornton, Natalie M. Mahowald, Gordon B. Bonan, and Steven W. Running. August 2009. “The Carbon-Land Model Intercomparison Project (C-LAMP): A Prototype for Coupled Biosphere-Atmosphere Model Benchmarking for the IPCC Fifth Assessment Report (AR5).” In Anni Reissell, Marjut Nyman, Miia Vesala, and Tyyne Viisanen, editors, Water in a Changing Climate — Progress in Land-Atmosphere Interactions and Energy/Water Cycle Research, Volume 1 of Proceedings of the 6^th International Scientific Conference on the Global Energy and Water Cycle (GEWEX) and 2^nd International Land Ecosystem-Atmosphere Processes Study (iLEAPS) Science Conference (August 24–28, 2009), pages 126–127, Melbourne, Victoria, Australia. ISBN 978-952-5855-01-2.

Hoffman, Forrest M., James T. Randerson, Inez Fung, Peter Thornton, Curtis Covey, Gordon Bonan, Steven Running, and Richard Norby. December 2008. “Comparison of Global Model Results from the Carbon-Land Model Intercomparison Project (C-LAMP) with Free-Air Carbon Dioxide Enrichment (FACE) Manipulation Experiments.” Eos Trans. AGU, 89(53), Fall Meet. Suppl., Abstract B51E-0447.

Hargrove, William W., Joe Spruce, Gerry Gasser, Forrest M. Hoffman, and Danny Lee. December 2008. “A New National MODIS-Derived Phenology Data Set Every 16 Days, 2002 through 2006.” Eos Trans. AGU, 89(53), Fall Meet. Suppl., Abstract B51B-0373.

Norby, Richard J., J. M. Warren, C. M. Iversen, B. E. Medlyn, R. E. McMurtrie, and Forrest M. Hoffman. December 2008. “Nitrogen Limitation is Reducing the Enhancement of NPP by Elevated CO₂ in a Deciduous Forest.” Eos Trans. AGU, 89(53), Fall Meet. Suppl., Abstract B32B-05. Invited.

Erickson, David J., Auroop Ganguly, Karsten Steinhaeuser, Marcia Branstetter, Robert J. Oglesby, Forrest M. Hoffman, and Lawrence Buja. December 2008. “Extreme Climate Event Trends: The Data Mining and Evaluation of the A1FI Scenario for 2000–2100.” Eos Trans. AGU, 89(53), Fall Meet. Suppl., Abstract H12B-03. Invited.

Mahajan, Salil, Forrest M. Hoffman, William W. Hargrove, Sigurd W. Christensen, and Richard T. Mills. December 2007. “A Cluster Analysis Approach to Comparing Atmospheric Radiation Measurement (ARM) Observations with Global Climate Model (GCM) Results.” Eos Trans. AGU, 88(52), Fall Meet. Suppl., Abstract A41A-0010.

Hoffman, Forrest M., Jim Randerson, Inez Fung, Peter Thornton, Jeff Lee, and Curt Covey. December 2007. “Results from the Carbon-Land Model Intercomparison Project (C-LAMP).” Eos Trans. AGU, 88(52), Fall Meet. Suppl., Abstract B31C-0324.

Hoffman, Forrest M., Inez Fung, Jim Randerson, Peter Thornton, Reto Stöckli, Faith Ann Heinsch, Steve Running, Kathy Hibbard, Jasmin John, Curt Covey, Jon Foley, W. Mac Post, William W. Hargrove, David J. Erickson, Natalie Mahowald. December 2006. “Preliminary Results from the CCSM Carbon-Land Model Intercomparison Project (C-LAMP).” Eos Trans. AGU, 87(52), Fall Meet. Suppl., Abstract B51C-0316.

Hargrove, William W., and Forrest M. Hoffman. December 2006. “Multivariate Geographic Clustering as a Basis for Ecoregionalization in the Environmental Sciences.” Eos Trans. AGU, 87(52), Fall Meet. Suppl., Abstract IN41C-02. Invited.

Erickson, David J., T. J. Blasing, Forrest M. Hoffman, Richard T. Mills, Z. Zhu, Stephan R. Kawa. December 2006. “Monthly Global Emissions of Anthropogenic CO₂: Atmospheric CO₂ Transport Calculations Based on NASA Data Assimilation.” Eos Trans. AGU, 87(52), Fall Meet. Suppl., Abstract A41C-0044.

Hoffman, Forrest, Inez Fung, W. Mac Post, and David Erickson. July 9–13, 2006. “Recent Results From Coupled Climate/Carbon-Cycle Models in CCSM3.” In Proceedings of the 3^rd Biennial Meeting of the International Environmental Modelling and Software Society (iEMSs), Summit on Environmental Modelling and Software, Burlington, Vermont, USA.

Erickson, David, Robert Oglesby, Scott Elliott, and Forrest Hoffman. July 9–13, 2006. “Peta-scale Climate Modeling: Biogeochemical and Financial Feedbacks.” In Proceedings of the 3^rd Biennial Meeting of the International Environmental Modelling and Software Society (iEMSs), Summit on Environmental Modelling and Software, Burlington, Vermont, USA.

Hessburg, Paul, William W. Hargrove, Forrest M. Hoffman. March 31, 2006. “A Quantitative Method for Comparing Categorical Maps.” In Proceedings of the 21st Annual Symposium of the International Association for Landscape Ecology, United States Regional Association (US-IALE), San Diego, California, USA.

Baker, Barry, William W. Hargrove, Forrest M. Hoffman, and Mike Heiner. March 31, 2006. “Use of Multivariate Cluster and Climate Classification Techniques to Characterize Future Climate Scenarios in Peoples Republic of China.” In Proceedings of the 21st Annual Symposium of the International Association for Landscape Ecology, United States Regional Association (US-IALE), San Diego, California, USA.

Hargrove, William W., Bruce Hayden, Dean Urban, James MacMahon, Jerry Franklin, and Forrest M. Hoffman. March 31, 2006. “Development of a Domain Map for Nodes of the National Ecological Observatory Network (NEON).” In Proceedings of the 21st Annual Symposium of the International Association for Landscape Ecology, United States Regional Association (US-IALE), San Diego, California, USA.

Hoffman, Forrest M., and William W. Hargrove. March 31, 2006. “Applying Quantitative Ecoregionalization to Network Analysis: Quantifying Representativeness and Determining Importance Values for AmeriFlux Sites.” In Proceedings of the 21st Annual Symposium of the International Association for Landscape Ecology, United States Regional Association (US-IALE), San Diego, California, USA.

Hoffman, Forrest, Peter Thornton, Inez Fung, and W. Mac Post. January 2006. “Land-Atmosphere Interactions Exhibited By Coupled Carbon-Cycle Climate Models.” In Anni Reissel and Asbjørn Aarflot, Eds., Proceedings of the 1^st Integrated Land Ecosystem-Atmsophere Processes Study (iLEAPS) Science Conference, Boulder, Colorado, number 79 in Report Series in Aerosol Science, p. 341, Helsinki, Finland. ISSN 0784-3496, ISBN 952-5027-66-X.

Hargrove, William W., and Forrest M. Hoffman. January 2006. “Quantifying Representativeness Importance Values for AmeriFlux Tower Locations.” In Anni Reissel and Asbjørn Aarflot, Eds., Proceedings of the 1^st Integrated Land Ecosystem-Atmsophere Processes Study (iLEAPS) Science Conference, Boulder, Colorado, number 79 in Report Series in Aerosol Science, p. 252, Helsinki, Finland. ISSN 0784-3496, ISBN 952-5027-66-X.

Hoffman, Forrest M., I. Fung, and J. John. December 2005. “Preliminary Results from the C⁴MIP Phase 1 Simulations Using the CCSM3-CLM3-CASA' Coupled Model.” Eos Trans. AGU, 86(52), Fall Meet. Suppl., Abstract B33G-07.

Hargrove, William W., and Forrest M. Hoffman. December 2005. “Quantifying Representativeness Importance Values for AmeriFlux Sites.” Eos Trans. AGU, 86(52), Fall Meet. Suppl., Abstract B51C-0219.

Hargrove, William W., Forrest M. Hoffman, Bruce P. Hayden, Dean L. Urban, J. A. MacMahon, and J. F. Franklin. December 2005. “Development of a Domain Map for Nodes of the National Ecological Observatory Network (NEON).” Eos Trans. AGU, 86(52), Fall Meet. Suppl., Abstract H33H-02.

Hoffman, Forrest M., and William W. Hargrove. December 2004. “Quantitative Flux Ecoregions for AmeriFlux Using MODIS.” Eos Trans. AGU, 85(47), Fall Meet. Suppl., Abstract B23B-07. [ PDF | HTML ]

White, Michael A., Forrest M. Hoffman, and William W. Hargrove. December 2004. “A Strategy for Global Phenological Observatories.” Eos Trans. AGU, 85(47), Fall Meet. Suppl., Abstract B44A-02. [ PDF | HTML ]

Hargrove, William W., and Forrest M. Hoffman. March 30–April 2, 2004. “Developing a Practical Map-analysis Tool for Corridor Detection.” In Proceedings of the 19th Annual Symposium of the International Association for Landscape Ecology, United States Regional Association (US-IALE), Las Vegas, Nevada, USA, 93–94.

Hoffman, Forrest, William W. Hargrove, David J. Erickson, and Robert J. Oglesby. December 2003. “A Novel Method for Analyzing and Interpreting GCM Results Using Clustered Climate Regimes.” Eos Trans. AGU, 84(46), Fall Meet. Suppl., Abstract GC12A-0155, 2003. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, and Anthony D. Del Genio. April 2003. “Multivariate Spatio-Temporal Clustering of Time-Series Data: An Approach for Diagnosing Cloud Properties and Understanding ARM Site Representativeness.” U.S. Department of Energy Atmospheric Radiation Measurement (ARM) Program Science Team Meeting, Extended Abstract, Broomfield, Colorado. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, David J. Erickson III, and Robert Oglesby. February 2003. “Using Clustered Climate Regimes for Understanding Water Cycle Variability.” American Meteorological Society 83rd Annual Meeting (Long Beach, California) Combined Preprints CDROM, Extended Abstract 9.4. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, David J. Erickson III, and Robert Oglesby. February 2003. “Using Clustered Climate Regimes for Understanding Water Cycle Variability.” American Meteorological Society 83rd Annual Meeting (Long Beach, California) Abstract Volume, 69.

Hoffman, Forrest, William W. Hargrove, David J. Erickson, and Robert J. Oglesby. December 2003. “A Novel Method for Analyzing and Interpreting GCM Results Using Clustered Climate Regimes.” Eos Trans. AGU, 84(46), Fall Meet. Suppl., Abstract GC12A-0155, 2003. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, and Anthony D. Del Genio. April 2003. “Multivariate Spatio-Temporal Clustering of Time-Series Data: An Approach for Diagnosing Cloud Properties and Understanding ARM Site Representativeness.” U.S. Department of Energy Atmospheric Radiation Measurement (ARM) Program Science Team Meeting, Extended Abstract, Broomfield, Colorado. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, David J. Erickson III, and Robert Oglesby. February 2003. “Using Clustered Climate Regimes for Understanding Water Cycle Variability.” American Meteorological Society 83rd Annual Meeting (Long Beach, California) Combined Preprints CDROM, Extended Abstract 9.4. [ PDF | PostScript ]

Hoffman, Forrest M., William W. Hargrove, David J. Erickson III, and Robert Oglesby. February 2003. “Using Clustered Climate Regimes for Understanding Water Cycle Variability.” American Meteorological Society 83rd Annual Meeting (Long Beach, California) Abstract Volume, 69.

Hoffman, Forrest, Robert Oglesby, William W. Hargrove, David Erickson. December 2002. “Using Clustering to Establish Climate Regimes from PCM Output.” Eos Trans. AGU, 83(47), Fall Meet. Suppl., Abstract A61C-0090, 2002. [ PDF | PostScript ]

Hoffman, F. M. February 1995. “Deployment of Internet Technologies at Oak Ridge National Laboratory.” In WATTec '95 Proceedings, Knoxville, Tennessee.

Hoffman, F. M. November 3–4, 1994. “Converting Hard Copy Documents for Electronic Dissemination.” In Proceedings of the 18th Annual Practical Conference on Communication (PCOC), Oak Ridge, Tennessee.

Hoffman, F. M. February 1994. “How Do I Connect to the Internet? Let Me Count the Ways.” In WATTec '94 Proceedings, Knoxville, Tennessee.

Hoffman, Forrest. October 2006. “The Future of HPC.” Linux Magazine, 8(10): 46–48.

Hoffman, Forrest. September 2006. “Global Arrays Toolkit, Part Three.” Linux Magazine, 8(9): 40–43, 53.

Hoffman, Forrest. August 2006. “Global Arrays Toolkit, Part Two.” Linux Magazine, 8(8): 48–51, 59.

Hoffman, Forrest. July 2006. “The Global Arrays Toolkit.” Linux Magazine, 8(7): 42–44.

Hoffman, Forrest. June 2006. “Unified Parallel C, Part Three.” Linux Magazine, 8(6): 48–50, 57.

Hoffman, Forrest. May 2006. “Unified Parallel C, Part Two.” Linux Magazine, 8(5): 48–51.

Hoffman, Forrest. March 2006. “Unified Parallel C 101.” Linux Magazine, 8(3): 48–51.

Hoffman, Forrest. February 2006. “A Conference for Extremophiles.” Linux Magazine, 8(2): 54–55, 63.

Hoffman, Forrest. January 2006. “HPC Logging with syslog-ng, Part Two.” Linux Magazine, 8(1): 50–52, 63.

Hoffman, Forrest. November 2005. “HPC Logging with syslog-ng, Part One.” Linux Magazine, 7(11).

Hoffman, Forrest. September 2005. “Designing a Cluster Solution.” Linux Magazine, 7(9): 56–57, 66.

Hoffman, Forrest. August 2005. “Scyld Beowulf.” Linux Magazine, 7(8): 52, 54, 56, 70.

Hoffman, Forrest. July 2005. “Computing with OSCAR.” Linux Magazine, 7(7): 48–50, 61.

Hoffman, Forrest. May 2005. “The Rocks Cluster Distribution.” Linux Magazine, 7(5): 45–47.

Hoffman, Forrest. April 2005. “Clustermatic.” Linux Magazine, 7(4): 39–40, 42, 44–45.

Hoffman, Forrest. March 2005. “Building a (Very) Low Cost Cluster.” Linux Magazine, 7(3): 54–55, 63.

Hoffman, Forrest. February 2005. “Using BProc.” Linux Magazine, 7(2): 52, 54–55.

Hoffman, Forrest. January 2005. “A Very Super Computing Show.” Linux Magazine, 7(1): 54–56.

Hoffman, Forrest. November 2004. “One-Sided Communications with MPI-2.” Linux Magazine, 6(11): 54–58, 60, 62.

Hoffman, Forrest. September 2004. “Using MPI-2.” Linux Magazine, 6(9): 54–57.

Hoffman, Forrest. August 2004. “The Future of Message Passing.” Linux Magazine, 6(8): 54–56, 63.

Hoffman, Forrest. July 2004. “Parallel netCDF.” Linux Magazine, 6(7): 55–58.

Hoffman, Forrest. May 2004. “64-bit Computing with SGI's Altix.” Linux Magazine, 6(5): 40–43.

Hoffman, Forrest. April 2004. “Writing Hybrid MPI/OpenMP Code.” Linux Magazine, 6(4): 42–45, 63.

Hoffman, Forrest. March 2004. “Using OpenMP, Part 3.” Linux Magazine, 6(3): 44–48.

Hoffman, Forrest. February 2004. “OpenMP Multi-Processing, Part 2.” Linux Magazine, 6(2): 42–46.

Hoffman, Forrest. January 2004. “Multi-Processing with OpenMP.” Linux Magazine, 6(1): 44–48.

Hoffman, Forrest. December 2003. “Management with Condor, Part 3.” Linux Magazine, 5(12): 34–37, 59.

Hoffman, Forrest. November 2003. “Management with Condor, Part 2.” Linux Magazine, 5(11): 42–44.

Hoffman, Forrest. October 2003. “Management with Condor, Part 1.” Linux Magazine, 5(10): 42–44, 62.

Hoffman, Forrest. September 2003. “It's All About Speed.” Linux Magazine, 5(9): 44–47.

Hoffman, Forrest. August 2003. “Cluster Monitoring with Ganglia.” Linux Magazine, 5(8): 42, 44, 46–47.

Hoffman, Forrest. July 2003. “Communicators & Groups, Part 2.” Linux Magazine, 5(7): 46, 48–51.

Hoffman, Forrest. June 2003. “Coupling Parallel Models.” Linux Magazine, 5(6): 36, 38, 40–44, 46–47, 71.

Hoffman, Forrest. May 2003. “MPI Communicators and Groups.” Linux Magazine, 5(5): 42–43, 46–47, 67.

Hoffman, Forrest. April 2003. “Using Derived Data Types with MPI.” Linux Magazine, 5(4): 42, 44–47.

Hoffman, Forrest. March 2003. “Master/Slave Message Passing.” Linux Magazine, 5(3): 50, 52, 54–55, 61.

Hoffman, Forrest. February 2003. “Kickstarting Compute Nodes, Part 2.” Linux Magazine, 5(2): 44, 46–49, 63.

Hoffman, Forrest. January 2003. “Kickstarting Cluster Nodes, Part 1.” Linux Magazine, 5(1): 46–49, 63.

Hoffman, Forrest. December 2002. “Running Commands on Many Nodes.” Linux Magazine, 4(12): 42–45.

Hoffman, Forrest. November 2002. “Job Scheduling with Maui.” Linux Magazine, 4(11): 44–47.

Hoffman, Forrest. October 2002. “Job Scheduling and Batch Systems.” Linux Magazine, 4(10): 40–43.

Hoffman, Forrest. September 2002. “High Performance Interconnects.” Linux Magazine, 4(9): 46–47.

Hoffman, Forrest. August 2002. “Scalable I/O on Clusters, Part 2.” Linux Magazine, 4(8): 48–49, 59.

Hoffman, Forrest. July 2002. “Scalable I/O on Clusters, Part 1.” Linux Magazine, 4(7): 42–43, 59.

Hoffman, Forrest. June 2002. “Using Mosix.” Linux Magazine, 4(6): 46–49.

Hoffman, Forrest. May 2002. “Advanced Message Passsing.” Linux Magazine, 4(5): 42–43, 62.

Hoffman, Forrest. April 2002. “Message Passing with MPI and PVM.” Linux Magazine, 4(4): 38–41, 63.

Hoffman, Forrest. March 2002. “An Introduction to Parallel Programming.” Linux Magazine, 4(3): 38–41.

Hoffman, Forrest. February 2002. “Configuring a Beowulf Cluster.” Linux Magazine, 4(2): 42–45.

Hoffman, Forrest. January 2002. “Concepts in Beowulfery.” Linux Magazine, 4(1): 40–41.

Hoffman, Forrest M., and William W. Hargrove. Winter 2000. “High Performance Computing: An Introduction to Parallel Programming With Beowulf.” Open Source Developers Journal, 1(1):24–31.

Hoffman, F. M., and W. W. Hargrove. Spring 1999. “Cluster Computing: Linux Taken to the Extreme.” Linux Magazine, 1(1): 56–59.

Hoffman, F. M., and W. W. Hargrove. May 1998. “Making Soup from Stones.” Troubleshooting Professional, 2(5).

Unseren, M. A., and F. M. Hoffman. August 9, 1993. Errata Sheet for Herbert Goldstein's Classical Mechanics, Second Edition. Unpublished.