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International Journal of Digital Earth Volume 12, 2019 - Issue 8: The Arctic and High Altitude Mountain Cold Regions: Sustainable Earth Observations and Climate Change
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Articles

Parameterization of the freeze/thaw discriminant function algorithm using dense in-situ observation network data

Pingkai WangState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, People’s Republic of China;University of Chinese Academy of Sciences, Beijing, People’s Republic of ChinaView further author information
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Tianjie ZhaoState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, People’s Republic of ChinaCorrespondence[email protected]
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Jiancheng ShiState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, People’s Republic of ChinaCorrespondence[email protected]
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Tongxi HuState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, People’s Republic of ChinaView further author information
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Alexandre RoyCentre d’Applications et de Recherches en Télédétection (CARTEL), Université de Sherbrooke, Sherbrooke, CanadaView further author information
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Yubao QiuState Key Laboratory of Remote Sensing Science, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, People’s Republic of ChinaORCID Iconhttp://orcid.org/0000-0003-1313-6313View further author information
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Hui LuMinistry of Education Key Laboratory for Earth System Modeling, Department of Earth System Science, Tsinghua University, Beijing, People’s Republic of ChinaORCID Iconhttp://orcid.org/0000-0003-1640-239XView further author information
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Pages 980-994 | Received 28 Aug 2017, Accepted 11 Mar 2018, Published online: 23 Mar 2018

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Fengjie Ren, Hui Lu, Bin Wang, Kun Yang, Le Yu, Weiwei Gan & Tianjie Zhao. (2023) Assessment of SMAP and AMSR2 freeze/thaw products over Russia using in situ measurements. Remote Sensing Letters 14:2, pages 176-185.
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Xi Li, Ke Zhang, Jiefan Niu & Linxin Liu. (2022) A machine learning-based dynamic ensemble selection algorithm for microwave retrieval of surface soil freeze/thaw: A case study across China. GIScience & Remote Sensing 59:1, pages 1550-1569.
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Articles from other publishers (10)

Huiran Gao, Zhijie Zhang, Hao Chen, Wanchang Zhang, Yaning Yi, Chong Xu & Xiwei Xu. (2023) Discrimination and mapping ground surface freeze and thaw states over Northeastern China based on the improved dual-index algorithm. Cold Regions Science and Technology 214, pages 103963.
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Heng Li, Linna Chai, Wade Crow, Jianzhi Dong, Shaomin Liu & Shaojie Zhao. (2022) The reliability of categorical triple collocation for evaluating soil freeze/thaw datasets. Remote Sensing of Environment 281, pages 113240.
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Jian Wang, Lingmei Jiang, Kimmo Rautiainen, Cheng Zhang, Zhiqiang Xiao, Heng Li, Jianwei Yang & Huizhen Cui. (2022) Daily High-Resolution Land Surface Freeze/Thaw Detection Using Sentinel-1 and AMSR2 Data. Remote Sensing 14:12, pages 2854.
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Yueli Chen, Lingxiao Wang, Monique Bernier & Ralf Ludwig. (2022) Retrieving Freeze/Thaw Cycles Using Sentinel-1 Data in Eastern Nunavik (Québec, Canada). Remote Sensing 14:3, pages 802.
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Jian Wang, Lingmei Jiang, Shengli Wu, Cheng Zhang, Yingying Chen, Heng Li, Jianwei Yang, Fangbo Pan & Huizhen Cui. (2022) Land Surface Freeze/Thaw Detection Over the Qinghai–Tibet Plateau Using FY-3/MWRI Data. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-17.
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Benjamin Marquis, Philippe Duval, Yves Bergeron, Martin Simard, Nelson Thiffault & Francine Tremblay. (2021) Height growth stagnation of planted spruce in boreal mixedwoods: Importance of landscape, microsite, and growing-season frosts. Forest Ecology and Management 479, pages 118533.
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Shaofei Wang, Ji Zhou, Tianjie Lei, Hua Wu, Xiaodong Zhang, Jin Ma & Hailing Zhong. (2020) Estimating Land Surface Temperature from Satellite Passive Microwave Observations with the Traditional Neural Network, Deep Belief Network, and Convolutional Neural Network. Remote Sensing 12:17, pages 2691.
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Jian Wang, Lingmei Jiang, Huizhen Cui, Gongxue Wang, Jianwei Yang, Xiaojing Liu & Xu Su. (2020) Evaluation and analysis of SMAP, AMSR2 and MEaSUREs freeze/thaw products in China. Remote Sensing of Environment 242, pages 111734.
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Alexandre Roy, Peter Toose, Alex Mavrovic, Christoforos Pappas, Alain Royer, Chris Derksen, Aaron Berg, Tracy Rowlandson, Mariam El-Amine, Alan Barr, Andrew Black, Alexandre Langlois & Oliver Sonnentag. (2020) L-Band response to freeze/thaw in a boreal forest stand from ground- and tower-based radiometer observations. Remote Sensing of Environment 237, pages 111542.
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Youngwook Kim, John S. Kimball, Xiaolan Xu, R. Scott Dunbar, Andreas Colliander & Chris Derksen. (2019) Global Assessment of the SMAP Freeze/Thaw Data Record and Regional Applications for Detecting Spring Onset and Frost Events. Remote Sensing 11:11, pages 1317.
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