Machine learning based estimation of field-scale daily, high resolution, multi-depth soil moisture for the Western and Midwestern United States by Yushu Xia, Jennifer D. Watts, Megan B. Machmuller, Jonathan Sanderman

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Surface water inundation in the boreal-Arctic: potential impacts on regional methane emissions by Jennifer D Watts, John S Kimball, Annett Bartsch, Kyle C McDonald

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Editorial for Special Issue: “Remote Sensing of Environmental Changes in Cold Regions” by Jinyang Du, Jennifer D. Watts, Hui Lu, Lingmei Jiang, Paolo Tarolli

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Local Scale (3-m) Soil Moisture Mapping Using SMAP and Planet SuperDove by Jinyang Du, John S. Kimball, Rajat Bindlish, Jeffrey P. Walker, Jennifer D. Watts

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Assessing rain-on-snow event dynamics over Alaska using 30 year satellite microwave observations by Jinyang Du, Peter B Kirchner, Caleb G Pan, Jennifer D Watts, John S Kimball

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Leveraging legacy data with targeted field sampling for low-cost mapping of soil organic carbon stocks on extensive rangeland properties by Yushu Xia, Jonathan Sanderman, Jennifer D. Watts, Megan B. Machmuller, Stephanie Ewing, Charlotte Rivard

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Global Satellite Retrievals of the Near-Surface Atmospheric Vapor Pressure Deficit from AMSR-E and AMSR2 by Jinyang Du, John S. Kimball, Rolf H. Reichle, Lucas A. Jones, Jennifer D. Watts, Youngwook Kim

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A Comparison of Satellite Imagery Sources for Automated Detection of Retrogressive Thaw Slumps by Heidi Rodenhizer, Yili Yang, Greg Fiske, Stefano Potter, Tiffany Windholz, Andrew Mullen, Jennifer D. Watts, Brendan M. Rogers

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Remote Sensing of Environmental Changes in Cold Regions: Methods, Achievements and Challenges by Jinyang Du, Jennifer D. Watts, Lingmei Jiang, Hui Lu, Xiao Cheng, Claude Duguay, Mary Farina, Yubao Qiu, Youngwook Kim, John S. Kimball, Paolo Tarolli

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Widespread deepening of the active layer in northern permafrost regions from 2003 to 2020 by Zhihua Liu, John S Kimball, Ashley Ballantyne, Jennifer D Watts, Susan M Natali, Brendan M Rogers, Yonghong Yi, Anna E Klene, Mahta Moghaddam, Jinyang Du, Donatella Zona

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Exploring the interplay between soil thermal and hydrological changes and their impact on carbon fluxes in permafrost ecosystems by Valeria Briones, Elchin E Jafarov, Hélène Genet, Brendan M Rogers, Ruth M Rutter, Tobey B Carman, Joy Clein, Eugénie S Euschkirchen, Edward AG Schuur, Jennifer D Watts, Susan M Natali

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Regional Hotspots of Change in Northern High Latitudes Informed by Observations From Space by Jennifer D. Watts, Stefano Potter, Brendan M. Rogers, Anna‐Maria Virkkala, Greg Fiske, Kyle A. Arndt, Arden Burrell, Kevin Butler, Bob Gerlt, John Grayson, Tatiana A. Shestakova, Jinyang Du, Youngwook Kim, Frans‐Jan W. Parmentier, Susan M. Natali

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Respiratory loss during late-growing season determines the net carbon dioxide sink in northern permafrost regions by Zhihua Liu, John S. Kimball, Ashley P. Ballantyne, Nicholas C. Parazoo, Wen J. Wang, Ana Bastos, Nima Madani, Susan M. Natali, Jennifer D. Watts, Brendan M. Rogers, Philippe Ciais, Kailiang Yu, Anna-Maria Virkkala, Frederic Chevallier, Wouter Peters, Prabir K. Patra, Naveen Chandra

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Using High‐Resolution Satellite Imagery and Deep Learning to Track Dynamic Seasonality in Small Water Bodies by Andrew L. Mullen, Jennifer D. Watts, Brendan M. Rogers, Mark L. Carroll, Clayton D. Elder, Jonas Noomah, Zachary Williams, Jordan A. Caraballo‐Vega, Allison Bredder, Eliza Rickenbaugh, Eric Levenson, Sarah W. Cooley, Jacqueline K. Y. Hung, Greg Fiske, Stefano Potter, Yili Yang, Charles E. Miller, Susan M. Natali, Thomas A. Douglas, Ethan D. Kyzivat

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Soil respiration strongly offsets carbon uptake in Alaska and Northwest Canada by Jennifer D Watts, Susan M Natali, Christina Minions, Dave Risk, Kyle Arndt, Donatella Zona, Eugénie S Euskirchen, Adrian V Rocha, Oliver Sonnentag, Manuel Helbig, Aram Kalhori, Walt Oechel, Hiroki Ikawa, Masahito Ueyama, Rikie Suzuki, Hideki Kobayashi, Gerardo Celis, Edward A G Schuur, Elyn Humphreys, Yongwon Kim, Bang-Yong Lee, Scott Goetz, Nima Madani, Luke D Schiferl, Roisin Commane, John S Kimball, Zhihua Liu, Margaret S Torn, Stefano Potter, Jonathan A Wang, M Torre Jorgenson, Jingfeng Xiao, Xing Li, Colin Edgar

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