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Helen Weierbach
Helen Weierbach
Adresse e-mail validée de lbl.gov
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A guide to using GitHub for developing and versioning data standards and reporting formats
R Crystal‐Ornelas, C Varadharajan, B Bond‐Lamberty, K Boye, M Burrus, ...
Earth and Space Science 8 (8), e2021EA001797, 2021
102021
Can machine learning accelerate process understanding and decision‐relevant predictions of river water quality?
C Varadharajan, AP Appling, B Arora, DS Christianson, VC Hendrix, ...
Hydrological Processes 36 (4), e14565, 2022
42022
Stream temperature predictions for river basin management in the Pacific Northwest and mid-Atlantic regions using machine learning
H Weierbach, AR Lima, JD Willard, VC Hendrix, DS Christianson, ...
Water 14 (7), 1032, 2022
42022
Effects of forcing differences and initial conditions on inter-model agreement in the VolMIP volc-pinatubo-full experiment
D Zanchettin, C Timmreck, M Khodri, A Schmidt, M Toohey, M Abe, ...
Geoscientific Model Development 15 (5), 2265-2292, 2022
32022
Using Machine Learning to Develop a Predictive Understanding of the Impacts of Extreme Water Cycle Perturbations on River Water Quality
C Varadharajan, V Kumar, J Willard, J Zwart, J Sadler, H Weierbach, ...
Lawrence Berkeley National Lab.(LBNL), Berkeley, CA (United States); Univ …, 2021
22021
Dataset for'Stream Temperature Predictions for River Basin Management in the Pacific Northwest and Mid-Atlantic Regions Using Machine Learning', Water 2022
H Weierbach, A Lima, J Willard, V Hendrix, D Christianson, M Lubich, ...
Environmental System Science Data Infrastructure for a Virtual Ecosystem …, 2022
12022
Observational Capabilities to Capture Water Cycle Event Dynamics and Impacts in the Age of AI
C Varadharajan, Y Wu, A Wiedlea, K Jardine, H Wainwright, ...
AI4ESP, 2021
12021
A Comparison of Data-Driven Models for Predicting Stream Water Temperature
H Weierbach, AR Lima, D Christianson, B Faybishenko, V Hendrix, ...
Ml, 2020
12020
Not just for programmers: How GitHub can accelerate collaborative and reproducible research in ecology and evolution
R Crystal-Ornelas, BPM Edwards, K Hébert, EJ Hudgins, LLS Reyes, ...
Manubot, 2022
2022
Integrating Models and Observations to Understand the Impact of Changing Climate on Mountainous Watershed Nitrogen Cycling
H Weierbach, T Maavara, E Woodburn, N Bouskill
2022 Goldschmidt Conference, 2022
2022
Multiscale Effects of Climate-driven Disturbances on River Water Quality
C Varadharajan, M Ombadi, H Weierbach, J Willard, A Lima, VC Hendrix, ...
Frontiers in Hydrology Meeting 2022, 2022
2022
URGE Sparks Action at Berkeley Lab
H Weierbach, N Falco, C Gerlein-Safdi, C Buechner, ...
AGU Fall Meeting Abstracts 2021, U35A-2258, 2021
2021
Impact of Floods on Salinity Levels in Freshwater Ecosystems
M Ombadi, C Varadharajan, H Weierbach, VC Hendrix
AGU Fall Meeting Abstracts 2021, H15V-1295, 2021
2021
Fundamentals for Collaborating on Research Projects Using GitHub
R Crystal-Ornelas, M Burrus, S Cholia, J Damerow, VC Hendrix, E Robles, ...
AGU Fall Meeting Abstracts 2021, U51B-06, 2021
2021
Predicting Stream Temperature Across Spatial Scales With Low Complexity ML
H Weierbach, A Lima, M Lubich, M Ombadi, D Christianson, VC Hendrix, ...
AGU Fall Meeting Abstracts 2021, H35D-1070, 2021
2021
Community Data Standards for More Reusable Data in Earth and Environmental Science
R Crystal-Ornelas, C Varadharajan, B Bond-Lamberty, K Boye, M Burrus, ...
AGU Fall Meeting Abstracts 2021, IN55E-0282, 2021
2021
Investigating the Impacts of Climate-driven Disturbances on River Water Quality using Machine Learning and Statistical Modeling Approaches
C Varadharajan, H Weierbach, M Ombadi, M Lubich, A Lima, VC Hendrix, ...
AGU Fall Meeting Abstracts 2021, H22E-01, 2021
2021
Data-Model Integration and Machine Learning Approaches for Hydrobiogeochemical Modeling Applications
C Varadharajan, D Agarwal, B Arora, M Burrus, D Christianson, ...
AGU Fall Meeting Abstracts 2021, B15J-1551, 2021
2021
Modelling the Impact of Future Climate on Mountainous Watershed Nitrogen Cycling
H Weierbach, T Maavara, E Woodburn, N Bouskill
EGU General Assembly Conference Abstracts, EGU21-12505, 2021
2021
Templates for developing and versioning data standards and reporting formats using GitHub
R Crystal-Ornelas, C Varadharajan, B Bond-Lamberty, K Boye, M Burrus, ...
Environmental System Science Data Infrastructure for a Virtual Ecosystem …, 2021
2021
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