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CCAV-10m: an annual spatiotemporal dataset for eastern coastal China's wetland vegetation by integrating Sentinel-1/2 observations via deep learnin
Author: Li, Yuying; Yuan, Lina; Liu, Ting; Song, Zijiang; Yang, Shuang; Zhu, Zilong; Liu, Min
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2907-2927. DOI: 10.5194/essd-18-2907-2026
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OpenSWI: a massive-scale benchmark dataset for surface wave dispersion curve inversio
Author: Liu, Feng; Zhao, Sijie; Gu, Xinyu; Ling, Fenghua; Zhuang, Peiqin; Li, Yaxing; Su, Rui; Fang, Lihua; Zhou, Lianqing; Huang, Jianping; Bai, Lei
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2769-2798. DOI: 10.5194/essd-18-2769-2026
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Deriving regional and point source nitrogen oxides emissions in China from TROPOMI using the directional derivative approach with nonlinear chemical lifetime fittin
Author: Chen, Ling; Cai, Zhaonan; Sun, Kang; Liu, Yi; Yang, Dongxu; Li, Mingming; Zhu, Lingyun
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2749-2767. DOI: 10.5194/essd-18-2749-2026
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A harmonized 2000-2024 dataset of daily river ice concentration and annual phenology for major Arctic river
Author: Qiu, Jiahui; Luojus, Kari; Kaartinen, Harri; Qiu, Yubao; Silander, Jari; Patro, Epari Ritesh; Klove, Bjorn; Haghighi, Ali Torabi
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2703-2722. DOI: 10.5194/essd-18-2703-2026
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A high-resolution tropopause folding dataset over China from 2014-202
Author: Yang, Yujia; Cao, Le; Xu, Liqiang; Wang, Mengke; Yang, Qingjian; Zhang, Yuqing; Zhang, Tianqi; Lei, Xiuli; Miao, Jiangpeng; Zhao, Tianliang
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2689-2702. DOI: 10.5194/essd-18-2689-2026
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BuildingSense: a new multimodal building function classification datase
Author: Su, Pengxiang; Chen, Runfei; Xu, Heng; Huang, Wei; Deng, Xinling; Li, Songnian; Yan, Wanglin; Wu, Hangbin; Liu, Chun
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2609-2634. DOI: 10.5194/essd-18-2609-2026
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Ice front positions for Greenland glaciers (2002-2021): a spatially extensive seasonal record and benchmark dataset for algorithm validatio
Author: Lu, Xi; Jiang, Liming; Li, Daan; Liu, Yi; Sole, Andrew J.; Livingstone, Stephen J
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 4, pp. 2635-2652. DOI: 10.5194/essd-18-2635-2026
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NortheastChinaSoybeanYield20m: an annual soybean yield dataset at 20 m in Northeast China from 2019 to 202
Author: Xu, Jingyuan; Du, Xin; Dong, Taifeng; Li, Qiangzi; Zhang, Yuan; Wang, Hongyan; Xiao, Jing; Zhang, Jiashu; Shen, Yunqi; Dong, Yong
Journal: EARTH SYSTEM SCIENCE DATA. 2026; Vol. 18, Issue 3, pp. 2413-2441. DOI: 10.5194/essd-18-2413-2026
