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2022

Hermosilla, T; Wulder, MA; White, JC; Coops, NC (2022) Land cover classification in an era of big and open data: Optimizing localized implementation and training data selection to improve mapping outcomes REMOTE SENSING OF ENVIRONMENT 268 doi: 10.1016/j.rse.2021.112780
Luo, SX; Song, CQ; Ke, LH; Zhan, PF; Fan, CY; Liu, K; Chen, T; Wang, JD; Zhu, JY (2022) Satellite Laser Altimetry Reveals a Net Water Mass Gain in Global Lakes With Spatial Heterogeneity in the Early 21st Century GEOPHYSICAL RESEARCH LETTERS 49 (3) doi: 10.1029/2021GL096676
Xu, N; Ma, Y; Yang, J; Wang, XH; Wang, YJ; Xu, R (2022) Deriving Tidal Flat Topography Using ICESat-2 Laser Altimetry and Sentinel-2 Imagery GEOPHYSICAL RESEARCH LETTERS 49 (2) doi: 10.1029/2021GL096813
Zhong, W; Yuan, QQ; Liu, TT; Yue, LW (2022) Freeze/thaw onset detection combining SMAP and ASCAT data over Alaska: A machine learning approach JOURNAL OF HYDROLOGY 605 doi: 10.1016/j.jhydrol.2021.127354
Karami, A; Moradi, HR; Mousivand, A; van Dijk, AIJM; Renzullo, L (2022) Using ensemble learning to take advantage of high-resolution radar backscatter in conjunction with surface features to disaggregate SMAP soil moisture product INTERNATIONAL JOURNAL OF REMOTE SENSING 43 (3) 894-914, doi: 10.1080/01431161.2021.2022239
Liu, PW; Bindlish, R; OaNeill, P; Fang, B; Lakshmi, V; Yang, ZW; Cosh, MH; Bongiovanni, T; Collins, CH; Starks, PJ; Prueger, J; Bosch, DD; Seyfried, M; Williams, MR (2022) Thermal Hydraulic Disaggregation of SMAP Soil Moisture Over the Continental United States IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 15 4072-4092, doi: 10.1109/JSTARS.2022.3165644
Geng, XZ; Li, H; Yao, ZY; Chen, X; Yang, ZK; Li, SE; Wu, LF; Cui, YK (2022) Potential of ANN for Prolonging Remote Sensing-Based Soil Moisture Products for Long-term Time Series Analysis IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 19 doi: 10.1109/LGRS.2021.3140113
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