Natasha MacBean

Western University — Canada

Environmental Science · Physical Sciences

33h-index4.9kcitations143works1.82yr avg
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Research Topics

Plant Water Relations and Carbon Dynamics(53), Atmospheric and Environmental Gas Dynamics(46), Climate variability and models(39), Remote Sensing in Agriculture(31), Hydrology and Watershed Management Studies(14)

Publications143 total

A U.S. Scientific Community Vision for Sustained Earth Observations of Greenhouse Gases to Support Local to Global Action
AGU Advances·2025Open Access
Challenges and Opportunities With Data Assimilation and Machine Learning
Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)·2025Open Access
Parameter Estimation in Land Surface Models: Challenges and Opportunities With Data Assimilation and Machine Learning
Journal of Advances in Modeling Earth Systems·2025· 2 citedOpen Access
Supplementary material to "Importance of plant functional type, dynamic vegetation, and fire interactions for process-based modeling of gross carbon uptake across the drylands of western North America"
2025Open Access
Importance of plant functional type, dynamic vegetation, and fire interactions for process-based modeling of gross carbon uptake across the drylands of western North America
2025Open Access
A Scientific Community Vision for an Operational, Unified Greenhouse Gas Observing System to Support Earth System Science and Climate Intervention
2025Open Access
Thank You to Our 2024 Peer Reviewers
Journal of Advances in Modeling Earth Systems·2025Open Access
Parameter Estimation in Land Surface Models: Challenges and Opportunities with Data Assimilation and Machine Learning
2024· 3 citedOpen Access
Adaptation and Response in Drylands (ARID): Community Insights for Scoping a NASA Terrestrial Ecology Field Campaign in Drylands
Earth s Future·2024· 6 citedOpen Access
Community Insights for scoping a NASA Terrestrial Ecology field campaign in drylands: ARID
2024Open Access
Thank You to Our 2023 Peer Reviewers
Journal of Advances in Modeling Earth Systems·2024Open Access
Using phenology to unravel differential soil water use and productivity in a semiarid savanna
Ecosphere·2024· 10 citedOpen Access
Perspectives on Artificial Intelligence for Predictions in Ecohydrology
Artificial Intelligence for the Earth Systems·2023· 7 citedOpen Access
Interannual variability of spring and summer monsoon growing season carbon exchange at a semiarid savanna over nearly two decades
Agricultural and Forest Meteorology·2023· 20 citedOpen Access
Thank You to Our 2022 Peer Reviewers
Journal of Advances in Modeling Earth Systems·2023Open Access
Aims and Scope of <i>JAMES</i>
Journal of Advances in Modeling Earth Systems·2023Open Access
Assimilation of multiple datasets results in large differences in regional- to global-scale NEE and GPP budgets simulated by a terrestrial biosphere model
Biogeosciences·2023· 12 citedOpen Access
An Ecohydrologically-informed Machine Learning Approach for Understanding Dryland Carbon Dynamics
2023Open Access
Dryland productivity under a changing climate
Nature Climate Change·2022· 278 citedOpen Access
An Agenda for Land Data Assimilation Priorities: Realizing the Promise of Terrestrial Water, Energy, and Vegetation Observations From Space
Journal of Advances in Modeling Earth Systems·2022· 57 citedOpen Access
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Frequent Co-authors

Philippe Peylin(22), Cédric Bacour(15), Fabienne Maignan(11), D. J. Moore(10), Philippe Ciais(10), Russell L. Scott(9), M. E. Litvak(7), Frédéric Chevallier(7), William K. Smith(6), Joel A. Biederman(6), A. M. Fox(6), Sophie Bontemps(6), Vladislav Bastrikov(6), Nicolas Vuichard(5), Pierre Defourny(4), Céline Lamarche(4), Catherine Ottlé(4), Shilong Piao(4), Sylvain Kuppel(4), Ernest N. Koffi(4)