John Kimball

Multi-source machine learning and spaceborne remote sensing data accurately predict three-dimensional soil moisture in an in-service uranium disposal cell.
Multi-source machine learning and spaceborne remote sensing data accurately predict three-dimensional soil moisture in an in-service uranium disposal cell. J Environ Manage. 2024 Oct; 369:122254.
PMID: 39217907

Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations.
Deep learning estimation of northern hemisphere soil freeze-thaw dynamics using satellite multi-frequency microwave brightness temperature observations. Front Big Data. 2023; 6:1243559.
PMID: 38045095

Carbon uptake in Eurasian boreal forests dominates the high-latitude net ecosystem carbon budget.
Carbon uptake in Eurasian boreal forests dominates the high-latitude net ecosystem carbon budget. Glob Chang Biol. 2023 04; 29(7):1870-1889.
PMID: 36647630

Pan-Arctic soil moisture control on tundra carbon sequestration and plant productivity.
Pan-Arctic soil moisture control on tundra carbon sequestration and plant productivity. Glob Chang Biol. 2023 03; 29(5):1267-1281.
PMID: 36353841

Respiratory loss during late-growing season determines the net carbon dioxide sink in northern permafrost regions.
Respiratory loss during late-growing season determines the net carbon dioxide sink in northern permafrost regions. Nat Commun. 2022 09 26; 13(1):5626.
PMID: 36163194

Exceptional heat and atmospheric dryness amplified losses of primary production during the 2020 U.S. Southwest hot drought.
Exceptional heat and atmospheric dryness amplified losses of primary production during the 2020 U.S. Southwest hot drought. Glob Chang Biol. 2022 08; 28(16):4794-4806.
PMID: 35452156

A framework to integrate innovations in invasion science for proactive management.
A framework to integrate innovations in invasion science for proactive management. Biol Rev Camb Philos Soc. 2022 08; 97(4):1712-1735.
PMID: 35451197

Earlier snowmelt may lead to late season declines in plant productivity and carbon sequestration in Arctic tundra ecosystems.
Earlier snowmelt may lead to late season declines in plant productivity and carbon sequestration in Arctic tundra ecosystems. Sci Rep. 2022 03 21; 12(1):3986.
PMID: 35314726

Evaluation of trophic state for inland waters through combining Forel-Ule Index and inherent optical properties.
Evaluation of trophic state for inland waters through combining Forel-Ule Index and inherent optical properties. Sci Total Environ. 2022 May 10; 820:153316.
PMID: 35066030

DroughtCast: A Machine Learning Forecast of the United States Drought Monitor.
DroughtCast: A Machine Learning Forecast of the United States Drought Monitor. Front Big Data. 2021; 4:773478.
PMID: 34993467