Using Machine Learning to Predict Inland Aquatic CO <sub>2</sub> and CH <sub>4</sub> Concentrations and the Effects of Wildfires in the Yukon‐Kuskokwim Delta, Alaska-Reference-Cited by-同舟云学术

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Using Machine Learning to Predict Inland Aquatic CO ₂ and CH ₄ Concentrations and the Effects of Wildfires in the Yukon‐Kuskokwim Delta, Alaska

Published:2022-04 Issue:4 Volume:36 Page:
ISSN:0886-6236
Container-title:Global Biogeochemical Cycles
language:en
Short-container-title:Global Biogeochemical Cycles

Author:

Ludwig Sarah M.¹^ORCID,Natali Susan M.²,Mann Paul J.³^ORCID,Schade John D.²,Holmes Robert M.²,Powell Margaret⁴,Fiske Greg²,Commane Roisin¹^ORCID

Affiliation:

1. Department of Earth and Environmental Science Columbia University New York NY USA

2. Woodwell Climate Research Center Falmouth MA USA

3. Department of Geography and Environmental Science Northumbria University Newcastle Upon Tyne UK

4. Department of Earth and Planetary Sciences Harvard College Cambridge MA USA

Publisher

American Geophysical Union (AGU)

Subject

Atmospheric Science,General Environmental Science,Environmental Chemistry,Global and Planetary Change

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1029/2021GB007146

Reference98 articles.

1. Tundra wildfire triggers sustained lateral nutrient loss in Alaskan Arctic

2. Nutritional controls on carbon dioxide and methane emission from Carex-dominated peat soils

3. Impacts of increased soil burn severity on larch forest regeneration on permafrost soils of far northeastern Siberia

4. Methane emissions from tundra environments in the Yukon-Kuskokwim delta, Alaska

5. Fates of methane from different lake habitats: Connecting whole-lake budgets and CH4emissions

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3. Geospatial Analysis of Alaskan Lakes Indicates Wetland Fraction and Surface Water Area Are Useful Predictors of Methane Ebullition;Annals of the American Association of Geographers;2024-01-08

4. Arctic-boreal lakes of interior Alaska dominated by contemporary carbon;Environmental Research Letters;2023-11-17

5. Recent Advances and Challenges in Monitoring and Modeling Non-Growing Season Carbon Dioxide Fluxes from the Arctic Boreal Zone;Current Climate Change Reports;2023-10-26

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