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Project
Predictive Phenomics Initiative Project Dataset Catalog Collection

The Predictive Phenomics Science & Technology Initiative (PPI) at Pacific Northwest National Laboratory are tackling the grand challenge of understanding and predicting phenotype by identifying the molecular basis of function and enable function-driven design and control of biological systems...

Renewable Energy
Scientific Discovery
Biology
Human Health
Integrative Omics
Computational Mathematics & Statistics
Data Analytics & Machine Learning

  1. Datasets

    17
Publication
Responses of vascular plant fine roots and associated microbial communities to whole‐ecosystem warming and elevated CO2 in northern peatlands
Journal Article
New Phytologist, vol. 242, iss. 3, pp. 1333-1347, 2024
Authors
Katherine Duchesneau, Camille E. Defrenne, Caitlin Petro, Avni Malhotra, Jessica A. M. Moore, Joanne Childs, Paul J. Hanson, Colleen M. Iversen, et al.
Publication
Towards predictive control of reversible nanoparticle assembly with solid-binding proteins
Journal Article
Soft Matter, vol. 20, iss. 8, pp. 1935-1942, 2024
Authors
Yifeng Cai, Xin Qi, Julia Boese, Yundi Zhao, Brittney Hellner, Jaehun Chun, Christopher J. Mundy, François Baneyx
Publication
Reproducible growth of Brachypodium in EcoFAB 2.0 reveals that nitrogen form and starvation modulate root exudation
Journal Article
Science Advances, vol. 10, iss. 1, 2024
Authors
Vlastimil Novak, Peter F. Andeer, Benjamin P. Bowen, Yezhang Ding, Kateryna Zhalnina, Kirsten S. Hofmockel, Connor Tomaka, Thomas V. Harwood, et al.
Publication
Observational constraint on a feedback from supercooled clouds reduces projected warming uncertainty
Journal Article
Communications Earth & Environment, vol. 5, iss. 1, 2024
Authors
Grégory V. Cesana, Andrew S. Ackerman, Ann M. Fridlind, Israel Silber, Anthony D. Del Genio, Mark D. Zelinka, Hélène Chepfer, Théodore Khadir, et al.
Publication
DNA-silica nanolattices as mechanical metamaterials
Journal Article
Matter, 2024
Authors
John Kulikowski, Shuang Wang, Zachary Aitken, Jack Grimm, Baisen Gao, Melody M. Wang, David Doan, Andrew C. Lee, et al.
Publication
Synergy of Oxygen Vacancies and Base Sites for Transfer Hydrogenation of Nitroarenes on Ceria Nanorods
Journal Article
Angewandte Chemie International Edition, vol. 63, iss. 9, 2024
Authors
Ziliang Yuan, Liang Huang, Yuanshuai Liu, Yong Sun, Guanghui Wang, Xun Li, Johannes A. Lercher, Zehui Zhang
Publication
Uncertain Benefits of Using Remotely Sensed Evapotranspiration for Streamflow Estimation—Insights From a Randomized, Large-Sample Experiment
Journal Article
Water Resources Management, 2024
Authors
Hong Xuan Do, Hung T.T. Nguyen, Vinh Ngoc Tran, Manh-Hung Le, Binh Quang Nguyen, Hung T. Pham, Tu Hoang Le, Doan Van Binh, et al.
Publication
Overcoming Barriers to Improved Decision-Making for Battery Deployment in the Clean Energy Transition
Journal Article
iScience, pp. 109898, 2024
Authors
Brian Tarroja, Julie M. Schoenung, Oladele Ogunseitan, Alissa Kendall, Yang Qiu, Timothy Malloy, Jens Peters, J. Mijin Cha, et al.
Publication
Recognizing and Appreciating the 2023 JGR: Biogeosciences Reviewers
Journal Article
Journal of Geophysical Research: Biogeosciences, vol. 129, iss. 5, 2024
Authors
Ben Bond‐Lamberty, Xiaojuan Feng, Deborah Huntzinger, Marguerite A. Xenopoulos
Publication
Southern Hemisphere dominates recent decline in global water availability
Journal Article
Science, vol. 382, iss. 6670, pp. 579-584, 2023
Authors
Yongqiang Zhang, Congcong Li, Francis H. S. Chiew, David A. Post, Xuanze Zhang, Ning Ma, Jing Tian, Dongdong Kong, et al.
Publication
Deep decarbonization and U.S. biofuels production: a coordinated analysis with a detailed structural model and an integrated multisectoral model
Journal Article
Environmental Research Letters, vol. 18, iss. 10, pp. 104013, 2023
Authors
Laura Vimmerstedt, Swaroop Atnoorkar, Candelaria Bergero, Marshall Wise, Steve Peterson, Emily Newes, Daniel Inman
Publication
Structure and Dynamics of Aqueous Electrolytes at Quartz (001) and (101) Surfaces
Journal Article
The Journal of Physical Chemistry C, vol. 128, iss. 16, pp. 6927-6940, 2024
Authors
Pauline G. Simonnin, Sebastien N. Kerisit, Elias Nakouzi, Timothy C. Johnson, Kevin M. Rosso
Publication
Impacts of Topography‐Driven Water Redistribution on Terrestrial Water Storage Change in California Through Ecosystem Responses
Journal Article
Water Resources Research, vol. 60, iss. 2, 2024
Authors
Xue‐Yan Zhang, Yuanhao Fang, Guo‐Yue Niu, Peter A. Troch, Bo Guo, L. Ruby Leung, Michael A. Brunke, Patrick Broxton, et al.
Publication
Biomass-burning smoke's properties and its interactions with marine stratocumulus clouds in WRF-CAM5 and southeastern Atlantic field campaigns
Journal Article
Atmospheric Chemistry and Physics, vol. 23, iss. 21, pp. 13911-13940, 2023
Authors
Calvin Howes, Pablo E. Saide, Hugh Coe, Amie Dobracki, Steffen Freitag, Jim M. Haywood, Steven G. Howell, Siddhant Gupta, et al.