01 Dec 2025
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models
Xiao Xiang Zhu, Sining Chen, Fahong Zhang, Yilei Shi, and Yuanyuan Wang
Earth Syst. Sci. Data, 17, 6647–6668, https://doi.org/10.5194/essd-17-6647-2025,https://doi.org/10.5194/essd-17-6647-2025, 2025 | 96,326 views
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13 May 2026
Global Carbon Budget 2025
Pierre Friedlingstein, Michael O'Sullivan, Matthew W. Jones, Robbie M. Andrew, Dorothee C. E. Bakker, Judith Hauck, Peter Landschützer, Corinne Le Quéré, Hongmei Li, Ingrid T. Luijkx, Glen P. Peters, Wouter Peters, Julia Pongratz, Clemens Schwingshackl, Stephen Sitch, Josep G. Canadell, Philippe Ciais, Kjetil Aas, Simone R. Alin, Peter Anthoni, Leticia Barbero, Nicholas R. Bates, Nicolas Bellouin, Alice Benoit-Cattin, Carla F. Berghoff, Raffaele Bernardello, Laurent Bopp, Ida Bagus Mandhara Brasika, Matthew A. Chamberlain, Naveen Chandra, Frédéric Chevallier, Louise P. Chini, Nathan O. Collier, Thomas H. Colligan, Margot Cronin, Laique M. Djeutchouang, Xinyu Dou, Matt P. Enright, Kazutaka Enyo, Michael Erb, Wiley Evans, Richard A. Feely, Liang Feng, Daniel J. Ford, Adrianna Foster, Filippa Fransner, Thomas Gasser, Marion Gehlen, Thanos Gkritzalis, Jefferson Goncalves De Souza, Giacomo Grassi, Luke Gregor, Nicolas Gruber, Bertrand Guenet, Özgür Gürses, Kirsty Harrington, Ian Harris, Jens Heinke, George C. Hurtt, Yosuke Iida, Tatiana Ilyina, Akihiko Ito, Andrew R. Jacobson, Atul K. Jain, Tereza Jarníková, Annika Jersild, Fei Jiang, Steve D. Jones, Etsushi Kato, Ralph F. Keeling, Kees Klein Goldewijk, Jürgen Knauer, Yawen Kong, Jan Ivar Korsbakken, Charles Koven, Taro Kunimitsu, Xin Lan, Junjie Liu, Zhiqiang Liu, Zhu Liu, Claire Lo Monaco, Lei Ma, Gregg Marland, Patrick C. McGuire, Galen A. McKinley, Joe R. Melton, Natalie Monacci, Erwan Monier, Eric J. Morgan, David R. Munro, Jens D. Müller, Shin-Ichiro Nakaoka, Lorna R. Nayagam, Yosuke Niwa, Tobias Nutzel, Are Olsen, Abdirahman M. Omar, Naiqing Pan, Sudhanshu Pandey, Denis Pierrot, Zhangcai Qin, Pierre Regnier, Gregor Rehder, Laure Resplandy, Alizée Roobaert, Thais M. Rosan, Christian Rödenbeck, Jörg Schwinger, Ingunn Skjelvan, T. Luke Smallman, Victoria Spada, Mohanan G. Sreeush, Qing Sun, Adrienne J. Sutton, Colm Sweeney, Didier Swingedouw, Roland Séférian, Shintaro Takao, Hiroaki Tatebe, Hanqin Tian, Xiangjun Tian, Bronte Tilbrook, Hiroyuki Tsujino, Francesco Tubiello, Erik van Ooijen, Guido R. van der Werf, Sebastiaan J. van de Velde, Anthony P. Walker, Rik Wanninkhof, Xiaojuan Yang, Wenping Yuan, Xu Yue, and Jiye Zeng
Earth Syst. Sci. Data, 18, 3211–3288, https://doi.org/10.5194/essd-18-3211-2026,https://doi.org/10.5194/essd-18-3211-2026, 2026 | 57,045 views
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11 Jun 2026
| Highlight paper
Indicators of Global Climate Change 2025: annual update of key indicators of the state of the climate system and human influence
Piers M. Forster, Tristram Walsh, Chris Smith, William F. Lamb, Robin Lamboll, Christophe Cassou, Mathias Hauser, Zeke Hausfather, June-Yi Lee, Matthew D. Palmer, Karina von Schuckmann, Aimée B. A. Slangen, Sophie Szopa, Blair Trewin, Jeongeun Yun, Nathan P. Gillett, Stuart Jenkins, H. Damon Matthews, Krishnan Raghavan, Aurélien Ribes, Joeri Rogelj, Debbie Rosen, Xuebin Zhang, Myles Allen, Robbie M. Andrew, Chris Atkinson, Richard A. Betts, Antonio Bombelli, Samantha N. Burgess, Lijing Cheng, Helen E. Claxton, Pierre Friedlingstein, Thomas L. Frölicher, Catia M. Domingues, Thomas Gasser, Catherine H. Gregory, Rachel M. Hoesly, Daniel Huppmann, Masayoshi Ishii, Christopher Kadow, Alexia Karwat, John Kennedy, Rachel E. Killick, Mahesh V. M. Kovilakam, Paul B. Krummel, Xin Lan, Jean-François Lamarque, Aurélien Liné, Belén Martín-Míguez, Didier P. Monselesan, Colin Morice, Jens Mühle, Pino Mussak, Glen P. Peters, Anna Pirani, Julia Pongratz, Matthew Rigby, Robert Rohde, Abhishek Savita, Sonia I. Seneviratne, Steven J. Smith, Ghassan Taha, Caterina Tassone, Peter Thorne, Christopher Wells, Luke M. Western, Guido R. van der Werf, Susan E. Wijffels, Marco Zecchetto, Junting Zhong, Xiao-Ye Zhang, Valérie Masson-Delmotte, and Panmao Zhai
Earth Syst. Sci. Data, 18, 3889–3933, https://doi.org/10.5194/essd-18-3889-2026,https://doi.org/10.5194/essd-18-3889-2026, 2026 | 27,384 views
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06 Feb 2026
OpenLandMap-soildb: global soil information at 30 m spatial resolution for 2000–2022+ based on spatiotemporal Machine Learning and harmonized legacy soil samples and observations
Tomislav Hengl, Davide Consoli, Xuemeng Tian, Travis W. Nauman, Madlene Nussbaum, Mustafa Serkan Isik, Leandro Parente, Yu-Feng Ho, Rolf Simoes, Surya Gupta, Alessandro Samuel-Rosa, Taciara Zborowski Horst, José L. Safanelli, and Nancy Harris
Earth Syst. Sci. Data, 18, 989–1036, https://doi.org/10.5194/essd-18-989-2026,https://doi.org/10.5194/essd-18-989-2026, 2026 | 20,641 views
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18 Nov 2025
Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, and Naoto Yokoya
Earth Syst. Sci. Data, 17, 6217–6253, https://doi.org/10.5194/essd-17-6217-2025,https://doi.org/10.5194/essd-17-6217-2025, 2025 | 15,598 views
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21 Oct 2025
Annual global grided livestock mapping from 1961 to 2021
Zhenrong Du, Le Yu, Yue Zhao, Xinyue Li, Xiaoxuan Liu, Xiyu Li, Pengyu Hao, Zhongxin Chen, Zhe Guo, Liangzhi You, Xiaorui Ma, and Hongyu Wang
Earth Syst. Sci. Data, 17, 5543–5556, https://doi.org/10.5194/essd-17-5543-2025,https://doi.org/10.5194/essd-17-5543-2025, 2025 | 14,145 views
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15 Dec 2025
An observational record of global gridded near-surface air temperature change over land and ocean from 1781
Colin P. Morice, David I. Berry, Richard C. Cornes, Kathryn Cowtan, Thomas Cropper, Ed Hawkins, John J. Kennedy, Timothy J. Osborn, Nick A. Rayner, Beatriz Recinos Rivas, Andrew P. Schurer, Michael Taylor, Praveen R. Teleti, Emily J. Wallis, Jonathan Winn, and Elizabeth C. Kent
Earth Syst. Sci. Data, 17, 7079–7100, https://doi.org/10.5194/essd-17-7079-2025,https://doi.org/10.5194/essd-17-7079-2025, 2025 | 12,405 views
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10 Dec 2025
Dynamics of China's forest carbon storage: the first 30 m annual aboveground biomass mapping from 1985 to 2023
Yaotong Cai, Peng Zhu, Xing Li, Xiaoping Liu, Yuhe Chen, Qianhui Shen, Xiaocong Xu, Honghui Zhang, Sheng Nie, Cheng Wang, Jia Wang, Bingjie Li, Changjiang Wu, and Haoming Zhuang
Earth Syst. Sci. Data, 17, 6993–7018, https://doi.org/10.5194/essd-17-6993-2025,https://doi.org/10.5194/essd-17-6993-2025, 2025 | 12,326 views
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19 Feb 2026
GFC2020: a global map of forest land use for year 2020 to support the EU Deforestation Regulation
Clément Bourgoin, Astrid Verhegghen, Silvia Carboni, Iban Ameztoy, Lucas Degreve, Steffen Fritz, Martin Herold, Nandika Tsendbazar, Myroslava Lesiv, Frédéric Achard, and René Colditz
Earth Syst. Sci. Data, 18, 1331–1365, https://doi.org/10.5194/essd-18-1331-2026,https://doi.org/10.5194/essd-18-1331-2026, 2026 | 8,972 views
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09 Dec 2025
Mexico's High Resolution Climate Database (MexHiResClimDB): a new daily high-resolution gridded climate dataset for Mexico covering 1951–2020
Jaime J. Carrera-Hernández
Earth Syst. Sci. Data, 17, 6911–6941, https://doi.org/10.5194/essd-17-6911-2025,https://doi.org/10.5194/essd-17-6911-2025, 2025 | 8,910 views
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19 Feb 2026
Optical complexity of North Sea, Baltic Sea, and adjacent coastal and inland waters derived from Sentinel-3 OLCI satellite data
Martin Hieronymi, Daniel Behr, Shun Bi, and Rüdiger Röttgers
Earth Syst. Sci. Data, 18, 1307–1329, https://doi.org/10.5194/essd-18-1307-2026,https://doi.org/10.5194/essd-18-1307-2026, 2026 | 8,713 views
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11 Jun 2026
CY-Bench: a comprehensive benchmark dataset for sub-national crop yield forecasting
Michiel Kallenberg, Dilli Paudel, Stella Ofori-Ampofo, Hilmy Baja, Ron van Bree, Aike Potze, Pratishtha Poudel, Abdelrahman Saleh, Weston Anderson, Malte von Bloh, Andres Castellano, Oumnia Ennaji, Raed Hamed, Rahel Laudien, Donghoon Lee, Inti Luna, Dainius Masiliūnas, Michele Meroni, Janet Mumo Mutuku, Siyabusa Mkuhlani, Jonathan Richetti, Alex C. Ruane, Ritvik Sahajpal, Guanyuan Shuai, Vasileios Sitokonstantinou, Rogério de S. Nóia-Júnior, Amit Kumar Srivastava, Robert Strong, Lily-belle Sweet, Petar Vojnović, Allard de Wit, Maximilian Zachow, and Ioannis N. Athanasiadis
Earth Syst. Sci. Data, 18, 3997–4018, https://doi.org/10.5194/essd-18-3997-2026,https://doi.org/10.5194/essd-18-3997-2026, 2026 | 7,947 views
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27 Nov 2025
Global emissions and abundances of chemically and radiatively important trace gases from the AGAGE network
Luke M. Western, Matthew Rigby, Jens Mühle, Paul B. Krummel, Chris R. Lunder, Simon O'Doherty, Stefan Reimann, Martin K. Vollmer, Dickon Young, Ben Adam, Paul J. Fraser, Anita L. Ganesan, Christina M. Harth, Ove Hermansen, Jooil Kim, Ray L. Langenfelds, Zoë M. Loh, Blagoj Mitrevski, Joseph R. Pitt, Peter K. Salameh, Roland Schmidt, Kieran Stanley, Ann R. Stavert, Hsiang-Jui Wang, Ray F. Weiss, and Ronald G. Prinn
Earth Syst. Sci. Data, 17, 6557–6582, https://doi.org/10.5194/essd-17-6557-2025,https://doi.org/10.5194/essd-17-6557-2025, 2025 | 7,683 views
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24 Feb 2026
Synthesis of data products for ocean carbonate chemistry
Li-Qing Jiang, Amanda Fay, Jens Daniel Müller, Luke Gregor, Alizée Roobaert, Lydia Keppler, Dustin Carroll, Siv K. Lauvset, Tim DeVries, Judith Hauck, Christian Rödenbeck, Nicolas Metzl, Andrea J. Fassbender, Jean-Pierre Gattuso, Peter Landschützer, Rik Wanninkhof, Christopher Sabine, Simone R. Alin, Mario Hoppema, Are Olsen, Matthew P. Humphreys, Kunal Chakraborty, Ana C. Franco, Kumiko Azetsu-Scott, Dorothee C. E. Bakker, Leticia Barbero, Nicholas R. Bates, Nicole Besemer, Henry C. Bittig, Albert E. Boyd, Daniel Broullón, Wei-Jun Cai, Brendan R. Carter, Thi-Tuyet-Trang Chau, Chen-Tung Arthur Chen, Frédéric Cyr, John E. Dore, Ian Enochs, Richard A. Feely, Hernan E. Garcia, Marion Gehlen, Prasanna Kanti Ghoshal, Lucas Gloege, Melchor González-Dávila, Nicolas Gruber, Debby Ianson, Yosuke Iida, Masao Ishii, Apurva Padamnabh Joshi, Esther Kennedy, Alex Kozyr, Nico Lange, Claire Lo Monaco, Derek P. Manzello, Galen A. McKinley, Natalie M. Monacci, Xose A. Padin, Ana M. Palacio-Castro, Fiz F. Pérez, J. Magdalena Santana-Casiano, Jonathan Sharp, Adrienne Sutton, Jim Swift, Toste Tanhua, Maciej Telszewski, Jens Terhaar, Ruben van Hooidonk, Anton Velo, Andrew J. Watson, Angelicque E. White, Zelun Wu, Liang Xue, Hyelim Yoo, Jiye Zeng, and Guorong Zhong
Earth Syst. Sci. Data, 18, 1405–1462, https://doi.org/10.5194/essd-18-1405-2026,https://doi.org/10.5194/essd-18-1405-2026, 2026 | 7,643 views
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28 Nov 2025
Dheed: an ERA5 based global database of compound dry and hot extreme events from 1950 to 2023
Mélanie Weynants, Chaonan Ji, Nora Linscheid, Ulrich Weber, Miguel D. Mahecha, and Fabian Gans
Earth Syst. Sci. Data, 17, 6621–6645, https://doi.org/10.5194/essd-17-6621-2025,https://doi.org/10.5194/essd-17-6621-2025, 2025 | 7,621 views
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25 Nov 2025
A comparative analysis of EDGAR and UNFCCC GHG emissions inventories: insights on trends, methodology and data discrepancies
Manjola Banja, Monica Crippa, Diego Guizzardi, Marilena Muntean, Federico Pagani, and Enrico Pisoni
Earth Syst. Sci. Data, 17, 6461–6486, https://doi.org/10.5194/essd-17-6461-2025,https://doi.org/10.5194/essd-17-6461-2025, 2025 | 7,549 views
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05 Feb 2026
High spatiotemporal resolution traffic CO2 emission maps derived from Floating Car Data (FCD) for 20 European cities (2023)
Qinren Shi, Philippe Ciais, Nicolas Megel, Xavier Bonnemaizon, Rohith Teja Mittakola, Richard Engelen, and Chuanlong Zhou
Earth Syst. Sci. Data, 18, 927–944, https://doi.org/10.5194/essd-18-927-2026,https://doi.org/10.5194/essd-18-927-2026, 2026 | 7,480 views
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09 Jan 2026
The Global Spectra-Trait Initiative: A database of paired leaf spectroscopy and functional traits associated with leaf photosynthetic capacity
Julien Lamour, Shawn P. Serbin, Alistair Rogers, Kelvin T. Acebron, Elizabeth Ainsworth, Loren P. Albert, Michael Alonzo, Jeremiah Anderson, Owen K. Atkin, Nicolas Barbier, Mallory L. Barnes, Carl J. Bernacchi, Ninon Besson, Angela C. Burnett, Joshua S. Caplan, Jérôme Chave, Alexander W. Cheesman, Ilona Clocher, Onoriode Coast, Sabrina Coste, Holly Croft, Boya Cui, Clément Dauvissat, Kenneth J. Davidson, Christopher Doughty, Kim S. Ely, John R. Evans, Jean-Baptiste Féret, Iolanda Filella, Claire Fortunel, Peng Fu, Robert T. Furbank, Maquelle Garcia, Bruno O. Gimenez, Kaiyu Guan, Zhengfei Guo, David Heckmann, Patrick Heuret, Marney Isaac, Shan Kothari, Etsushi Kumagai, Thu Ya Kyaw, Liangyun Liu, Lingli Liu, Shuwen Liu, Joan Llusià, Troy Magney, Isabelle Maréchaux, Adam R. Martin, Katherine Meacham-Hensold, Christopher M. Montes, Romà Ogaya, Joy Ojo, Regison Oliveira, Alain Paquette, Josep Peñuelas, Antonia Debora Placido, Juan M. Posada, Xiaojin Qian, Heidi J. Renninger, Milagros Rodriguez-Caton, Andrés Rojas-González, Urte Schlüter, Giacomo Sellan, Courtney M. Siegert, Viridiana Silva-Perez, Guangqin Song, Charles D. Southwick, Daisy C. Souza, Clément Stahl, Yanjun Su, Leeladarshini Sujeeun, To-Chia Ting, Vicente Vasquez, Amrutha Vijayakumar, Marcelo Vilas-Boas, Diane R. Wang, Sheng Wang, Han Wang, Jing Wang, Xin Wang, Andreas P. M. Weber, Christopher Y. S. Wong, Jin Wu, Fengqi Wu, Shengbiao Wu, Zhengbing Yan, Dedi Yang, and Yingyi Zhao
Earth Syst. Sci. Data, 18, 245–265, https://doi.org/10.5194/essd-18-245-2026,https://doi.org/10.5194/essd-18-245-2026, 2026 | 7,432 views
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04 Dec 2025
Dataset of oil slicks, look-alikes and remarkable SAR signatures obtained from Sentinel-1 data in the Eastern Mediterranean Sea
Yi-Jie Yang, Suman Singha, Ron Goldman, and Florian Schütte
Earth Syst. Sci. Data, 17, 6807–6837, https://doi.org/10.5194/essd-17-6807-2025,https://doi.org/10.5194/essd-17-6807-2025, 2025 | 7,385 views
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02 Mar 2026
Global high-resolution forest disturbance type dataset
Li Wang, Shidong Liu, Wanjuan Song, Shengping Ding, and Jie Zhang
Earth Syst. Sci. Data, 18, 1601–1617, https://doi.org/10.5194/essd-18-1601-2026,https://doi.org/10.5194/essd-18-1601-2026, 2026 | 7,178 views
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27 Feb 2026
A 30 m spatial resolution dataset of ecosystem services in China for 2000, 2010, and 2020
Yue Liu, Wenwu Zhao, Zhijie Zhang, Jingyi Ding, and Lixin Wang
Earth Syst. Sci. Data, 18, 1519–1540, https://doi.org/10.5194/essd-18-1519-2026,https://doi.org/10.5194/essd-18-1519-2026, 2026 | 7,171 views
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03 Dec 2025
CropLayer: a 2 m resolution cropland map of China for 2020 from Mapbox and Google satellite imagery
Hao Jiang, Mengjun Ku, Xia Zhou, Qiong Zheng, Yangxiaoyue Liu, Jianhui Xu, Dan Li, Chongyang Wang, Jiayi Wei, Jing Zhang, Shuisen Chen, and Jianxi Huang
Earth Syst. Sci. Data, 17, 6703–6729, https://doi.org/10.5194/essd-17-6703-2025,https://doi.org/10.5194/essd-17-6703-2025, 2025 | 7,032 views
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28 Oct 2025
A high-quality daily nighttime light (HDNTL) dataset for global 600+ cities (2012–2024)
Zixuan Pei, Xiaolin Zhu, Yang Hu, Jin Chen, and Xiaoyue Tan
Earth Syst. Sci. Data, 17, 5675–5691, https://doi.org/10.5194/essd-17-5675-2025,https://doi.org/10.5194/essd-17-5675-2025, 2025 | 6,986 views
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02 Feb 2026
A 1 km soil organic carbon density dataset with depth of 20 and 100 cm from 1985 to 2020 in China
Yi Dong, Xinting Wang, and Wei Su
Earth Syst. Sci. Data, 18, 759–777, https://doi.org/10.5194/essd-18-759-2026,https://doi.org/10.5194/essd-18-759-2026, 2026 | 6,868 views
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10 Feb 2026
1 km annual forest cover and plant functional type dataset for China from 1981 to 2023
Bo Liu, Boyan Li, Fulai Feng, Yangcan Bao, Jing Li, and Qi Feng
Earth Syst. Sci. Data, 18, 1103–1129, https://doi.org/10.5194/essd-18-1103-2026,https://doi.org/10.5194/essd-18-1103-2026, 2026 | 6,814 views
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05 Jan 2026
GEMS-GER: a machine learning benchmark dataset of long-term groundwater levels in Germany with meteorological forcings and site-specific environmental features
Marc Ohmer, Tanja Liesch, Bastian Habbel, Benedikt Heudorfer, Mariana Gomez, Patrick Clos, Maximilian Nölscher, and Stefan Broda
Earth Syst. Sci. Data, 18, 77–95, https://doi.org/10.5194/essd-18-77-2026,https://doi.org/10.5194/essd-18-77-2026, 2026 | 6,722 views
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05 Mar 2026
Elevation change of the Greenland Ice Sheet and its peripheral glaciers: 1992–2023
Johan Nilsson and Alex S. Gardner
Earth Syst. Sci. Data, 18, 1729–1745, https://doi.org/10.5194/essd-18-1729-2026,https://doi.org/10.5194/essd-18-1729-2026, 2026 | 6,693 views
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19 Dec 2025
Peat-DBase v.1: a compiled database of global peat depth measurements
Jade Skye, Joe R. Melton, Colin Goldblatt, Louis Saumier, Angela Gallego-Sala, Michelle Garneau, R. Scott Winton, Erick B. Bahati, Juan C. Benavides, Lee Fedorchuk, Gérard Imani, Carol Kagaba Kairumba, Frank Kansiime, Mariusz Lamentowicz, Michel Mbasi, Daria Wochal, Sambor Czerwiński, Jacek Landowski, Joanna Landowska, Vincent Maire, Minna M. Väliranta, Matthew Warren, Lydia E. S. Cole, Marissa A. Davies, Erik A. Lilleskov, Jingjing Sun, and Yuwan Wang
Earth Syst. Sci. Data, 17, 7313–7330, https://doi.org/10.5194/essd-17-7313-2025,https://doi.org/10.5194/essd-17-7313-2025, 2025 | 6,545 views
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03 Mar 2026
Global mapping of lake-terminating glaciers
Jakob Steiner, William Armstrong, Will Kochtitzky, Robert McNabb, Rodrigo Aguayo, Tobias Bolch, Fabien Maussion, Vibhor Agarwal, Iestyn Barr, Nathaniel R. Baurley, Mike Cloutier, Katelyn DeWater, Frank Donachie, Yoann Drocourt, Siddhi Garg, Gunjan Joshi, Byron Guzman, Stanislav Kutuzov, Thomas Loriaux, Caleb Mathias, Brian Menounos, Evan Miles, Aleksandra Osika, Kaleigh Potter, Adina Racoviteanu, Brianna Rick, Miles Sterner, Guy D. Tallentire, Levan Tielidze, Rebecca White, Kunpeng Wu, and Whyjay Zheng
Earth Syst. Sci. Data, 18, 1665–1681, https://doi.org/10.5194/essd-18-1665-2026,https://doi.org/10.5194/essd-18-1665-2026, 2026 | 6,386 views
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17 Nov 2025
A global reference data set for land cover mapping at 10 m resolution
Myroslava Lesiv, Steffen Fritz, Martina Dürauer, Ivelina Georgieva, Marcel Buchhorn, Luc Bertels, Nandika Tsendbazar, Ruben Van De Kerchove, Daniele Zanaga, Dmitry Schepaschenko, Linda See, Martin Herold, Bruno Smets, Michael Cherlet, Andreas Brink, and Ian McCallum
Earth Syst. Sci. Data, 17, 6149–6155, https://doi.org/10.5194/essd-17-6149-2025,https://doi.org/10.5194/essd-17-6149-2025, 2025 | 6,339 views
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09 Apr 2026
Differences in anthropogenic greenhouse gas emissions estimates explained
William F. Lamb, Robbie M. Andrew, Matthew Jones, Zebedee Nicholls, Glen P. Peters, Chris Smith, Marielle Saunois, Giacomo Grassi, Julia Pongratz, Steven J. Smith, Francesco N. Tubiello, Monica Crippa, Matthew Gidden, Pierre Friedlingstein, Jan Minx, and Piers M. Forster
Earth Syst. Sci. Data, 18, 2549–2572, https://doi.org/10.5194/essd-18-2549-2026,https://doi.org/10.5194/essd-18-2549-2026, 2026 | 6,232 views
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21 Nov 2025
The Greenland Ice-Marginal Lake Inventory Series from 2016 to 2023
Penelope How, Dorthe Petersen, Kristian K. Kjeldsen, Katrine Raundrup, Nanna B. Karlsson, Alexandra Messerli, Anja Rutishauser, Jonathan L. Carrivick, James M. Lea, Robert S. Fausto, Andreas P. Ahlstrøm, and Signe B. Andersen
Earth Syst. Sci. Data, 17, 6331–6351, https://doi.org/10.5194/essd-17-6331-2025,https://doi.org/10.5194/essd-17-6331-2025, 2025 | 6,149 views
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03 Aug 2026
POPE: an annual global half degree emission inventory for PFAS 1950–2020
Pascal Simon, Martin Otto Paul Ramacher, Stefan Hagemann, Volker Matthias, Hanna Joerss, and Johannes Bieser
Earth Syst. Sci. Data, 18, 5713–5737, https://doi.org/10.5194/essd-18-5713-2026,https://doi.org/10.5194/essd-18-5713-2026, 2026 | 6,092 views
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26 Nov 2025
Tracking vegetation phenology across diverse biomes using Version 3.0 of the PhenoCam Dataset
Adam M. Young, Thomas Milliman, Koen Hufkens, Keith L. Ballou, Christopher Coffey, Kai Begay, Michael Fell, Mostafa Javadian, Alison K. Post, Christina Schädel, Zakary Vladich, Oscar Zimmerman, Dawn M. Browning, Christopher R. Florian, Minkyu Moon, Michael D. SanClements, Bijan Seyednasrollah, Mark A. Friedl, and Andrew D. Richardson
Earth Syst. Sci. Data, 17, 6531–6556, https://doi.org/10.5194/essd-17-6531-2025,https://doi.org/10.5194/essd-17-6531-2025, 2025 | 6,018 views
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21 Nov 2025
A 30 m resolution dataset of soil and water conservation terraces across China for 2000, 2010, and 2020
Enwei Zhang, Yueli Chen, Shengzhao Wei, Chenli Liu, Hongna Wang, Bowen Deng, Honghong Lin, Xue Yang, Yawen Li, and Xingwu Duan
Earth Syst. Sci. Data, 17, 6315–6330, https://doi.org/10.5194/essd-17-6315-2025,https://doi.org/10.5194/essd-17-6315-2025, 2025 | 6,002 views
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10 Feb 2026
Fusing ERA5-Land and SMAP L4 for an improved global soil moisture product (1950–2025)
Wenhong Wang, Shiao Feng, Yonggen Zhang, Zhongwang Wei, Jianzhi Dong, Lutz Weihermüller, Cong-Qiang Liu, and Harry Vereecken
Earth Syst. Sci. Data, 18, 1061–1088, https://doi.org/10.5194/essd-18-1061-2026,https://doi.org/10.5194/essd-18-1061-2026, 2026 | 5,867 views
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03 Nov 2025
CAMELS-NZ: hydrometeorological time series and landscape attributes for New Zealand
Sameen Bushra, Jeniya Shakya, Céline Cattoën, Svenja Fischer, and Markus Pahlow
Earth Syst. Sci. Data, 17, 5745–5760, https://doi.org/10.5194/essd-17-5745-2025,https://doi.org/10.5194/essd-17-5745-2025, 2025 | 5,761 views
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03 Sep 2026
ABCFlux v2: Arctic–boreal CO2 and CH4 monthly flux observations and ancillary information across terrestrial and freshwater ecosystems
Anna-Maria Virkkala, Isabel Wargowsky, Judith Vogt, McKenzie A. Kuhn, Simran Madaan, Tiffany Windholz, Kyle A. Arndt, Gerard Rocher-Ros, Mathias Göckede, David Olefeldt, Edward A. G. Schuur, David Bastviken, Richard O'Keefe, Brendan M. Rogers, Jennifer D. Watts, Kelcy Kent, Kristoffer Aalstad, Kelly Aho, Joonatan Ala-Könni, Haley Alcock, Inge Althuizen, Christopher D. Arp, Jun Asanuma, Mika Aurela, Sivakiruthika Balathandayuthabani, Katrin Attermeyer, Alan Barr, Maialen Barret, Ochirbat Batkhishig, Christina Biasi, Mats P. Björkman, Andrew Black, Elena Blanc-Betes, Pascal Bodmer, Julia Boike, Abdullah Bolek, Frédéric Bouchard, Ingeborg Bussmann, Lea Cabrol, Eleonora Canfora, Sean Carey, Karel Castro-Morales, Namyi Chae, Andreas Christen, Torben R. Christensen, Casper T. Christiansen, Housen Chu, Graham Clark, Francois Clayer, Patrick Crill, Christopher Cunada, Scott J. Davidson, Joshua F. Dean, Sigrid Dengel, Matteo Detto, Catherine Dieleman, Florent Domine, Egor Dyukarev, Colin Edgar, Bo Elberling, Craig A. Emmerton, Eugenie Euskirchen, Grant Falvo, Thomas Friborg, Michelle Garneau, Mariasilvia Giamberini, Mikhail V. Glagolev, Miquel A. Gonzalez-Meler, Gustaf Granath, Jón Guðmundsson, Konsta Happonen, Yoshinobu Harazono, Lorna Harris, Josh Hashemi, Nicholas Hasson, Janna Heerah, Liam Heffernan, Manuel Helbig, Warren Helgason, Michal Heliasz, Greg Henry, Geert Hensgens, Tetsuya Hiyama, Beth Holmes, Macall Hock, David Holl, Jutta Holst, Thomas Holst, Gabriel Hould-Gosselin, Elyn Humphreys, Jacqueline Hung, Jussi Huotari, Hiroki Ikawa, Danil V. Ilyasov, Mamoru Ishikawa, Go Iwahana, Hiroki Iwata, Marcin Antoni Jackowicz-Korczynski, Joachim Jansen, Järvi Järveoja, Vincent E. J. Jassey, Rasmus Jensen, Katharina Jentzsch, Robert G. Jespersen, Carl-Fredrik Johannesson, Cheristy P. Jones, Anders Jonsson, Ji Young Jung, Sari Juutinen, Evan Kane, Jan Karlsson, Sergey Karsanaev, Kuno Kasak, Julia Kelly, Kasha Kempton, Marcus Klaus, George W. Kling, Natascha Kljun, Jacqueline Knutson, Hideki Kobayashi, John Kochendorfer, Kukka-Maaria Kohonen, Pasi Kolari, Mika Korkiakoski, Aino Korrensalo, Pirkko Kortelainen, Egle Koster, Kajar Koster, Ayumi Kotani, Praveena Krishnan, Juliya Kurbatova, Lars Kutzbach, Min Jung Kwon, Ethan D. Kyzivat, Jessica Lagroix, Theodore Langhorst, Elena Lapshina, Tuula Larmola, Klaus S. Larsen, Isabelle Laurion, Justin Ledman, Hanna Lee, A. Joshua Leffler, Lance Lesack, Anders Lindroth, David Lipson, Annalea Lohila, Efrén López-Blanco, Vincent L. St. Louis, Erik Lundin, Miska Luoto, Takashi Machimura, Marta Magnani, Avni Malhotra, Marja Maljanen, Ivan Mammarella, Elisa Männistö, Luca Belelli Marchesini, Phil Marsh, Pertti J. Martikainen, Maija E. Marushchak, Mikhail Mastepanov, Alex Mavrovic, Trofim Maximov, Christina Minions, Daniel F. Nadeau, Marco Montemayor, Tomoaki Morishita, Patrick Murphy, Erin Nicholls, Mats B. Nilsson, Anastasia Niyazova, Jenni Nordén, Koffi Dodji Noumonvi, Hannu Nykänen, Walter Oechel, Anne Ojala, Tomohiro Okadera, Sujan Pal, Alexey V. Panov, Tim Papakyriakou, Dario Papale, Sang-Jong Park, Frans-Jan W. Parmentier, Gilberto Pastorello, Mike Peacock, Matthias Peichl, Roman Petrov, Kyra St. Pierre, Norbert Pirk, Jessica Plein, Vilmantas Preskienis, Anatoly Prokushkin, Jukka Pumpanen, Hilary A. Rains, Niklas Rakos, Aleksi Räsänen, Helena Rautakoski, Riikka Rinnan, Janne Rinne, Adrian Rocha, Nigel Roulet, Alexandre Roy, Anna Rutgersson, Aleksandr F. Sabrekov, Torsten Sachs, Erik Sahlée, Alejandro Salazar, Henrique Oliveira Sawakuchi, Christopher Schulze, Roger Seco, Armando Sepulveda-Jauregui, Svetlana Serikova, Abbey Serrone, Hanna M. Silvennoinen, Sofie Sjogersten, June Skeeter, Jo Snöälv, Sebastian Sobek, Oliver Sonnentag, Emily H. Stanley, Maria Strack, Lena Strom, Patrick Sullivan, Ryan Sullivan, Anna Sytiuk, Torbern Tagesson, Pierre Taillardat, Julie Talbot, Suzanne E. Tank, Mario Tenuta, Irina Terenteva, Frederic Thalasso, Antoine Thiboult, Halldor Thorgeirsson, Fenix Garcia Tigreros, Margaret Torn, Amy Townsend-Small, Claire Treat, Alain Tremblay, Carlo Trotta, Eeva-Stiina Tuittila, Merritt Turetsky, Masahito Ueyama, Muhammad Umair, Aki Vähä, Lona van Delden, Maarten van Hardenbroek, Andrej Varlagin, Ruth K. Varner, Tarmo Virtanen, Elena Veretennikova, Timo Vesala, Carolina Voigt, Jorien E. Vonk, Robert Wagner, Katey Walter Anthony, Qinxue Wang, Masataka Watanabe, Hailey Webb, Jeffrey M. Welker, Andreas Westergaard-Nielsen, Sebastian Westermann, Jeffrey R. White, Christian Wille, Scott N. Williamson, Scott Zolkos, Donatella Zona, and Susan M. Natali
Earth Syst. Sci. Data, 18, 6357–6409, https://doi.org/10.5194/essd-18-6357-2026,https://doi.org/10.5194/essd-18-6357-2026, 2026 | 5,739 views
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19 Dec 2025
A long-term dataset of debris-flow and hydrometeorological observations from 1961 to 2024 in Jiangjia Ravine, China
Li Wei, Dongri Song, Peng Cui, Lijun Su, Gordon G. D. Zhou, Kaiheng Hu, Fangqiang Wei, Yong Hong, Guoqiang Ou, Jun Zhang, Zhicheng Kang, Xiaojun Guo, Wei Zhong, Xiaoyu Li, Yaonan Zhang, Chao Shi, and Hui Tang
Earth Syst. Sci. Data, 17, 7331–7358, https://doi.org/10.5194/essd-17-7331-2025,https://doi.org/10.5194/essd-17-7331-2025, 2025 | 5,738 views
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06 Jan 2026
A six-year circum-Antarctic icebergs dataset (2018–2023)
Zilong Chen, Xuying Liu, Zhenfu Guan, Teng Li, Xiao Cheng, Tian Li, Yan Liu, Qi Liang, Lei Zheng, and Jiping Liu
Earth Syst. Sci. Data, 18, 147–166, https://doi.org/10.5194/essd-18-147-2026,https://doi.org/10.5194/essd-18-147-2026, 2026 | 5,677 views
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11 Nov 2025
A dataset for multidisciplinary applications: thirteen years of ocean observations in Sermilik Fjord, Southeast Greenland
Aurora Roth, Fiamma Straneo, James Holte, Margaret Lindeman, and Matthew Mazloff
Earth Syst. Sci. Data, 17, 6025–6048, https://doi.org/10.5194/essd-17-6025-2025,https://doi.org/10.5194/essd-17-6025-2025, 2025 | 5,630 views
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17 Dec 2025
A 1 km daily high-accuracy meteorological dataset of air temperature, atmospheric pressure, relative humidity, and sunshine duration across China (1961–2021)
Keke Zhao, Denghua Yan, Tianling Qin, Chenhao Li, Dingzhi Peng, and Yifan Song
Earth Syst. Sci. Data, 17, 7251–7270, https://doi.org/10.5194/essd-17-7251-2025,https://doi.org/10.5194/essd-17-7251-2025, 2025 | 5,562 views
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31 Mar 2026
Toward better conservation: a spatial analysis of species occurrence data from the Global Biodiversity Information Facility
Susmita Dasgupta, Brian Blankespoor, and David Wheeler
Earth Syst. Sci. Data, 18, 2371–2395, https://doi.org/10.5194/essd-18-2371-2026,https://doi.org/10.5194/essd-18-2371-2026, 2026 | 5,561 views
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16 Dec 2025
Two centuries of oceanographic data in the Indonesian Seas and surroundings: historical patterns of data availability, gaps, and future challenges
Noir P. Purba, Ghelby M. Faid, Wang Zheng, Li Rui, Mohd. Fadzil Akhir, Weidong Yu, Rangga A. Mulya, Fadli Syamsudin, Ibnu Faizal, Buntora Pasaribu, Teguh Agustiadi, Bayu Priyono, Muhammad Fadli, Priyadi D. Santoso, Wahyu W. Pandoe, Huiwu Wang, Shujiang Li, Zexun Wei, R. Dwi Susanto, Dwiyoga Nugroho, and Adi Purwandana
Earth Syst. Sci. Data, 17, 7203–7226, https://doi.org/10.5194/essd-17-7203-2025,https://doi.org/10.5194/essd-17-7203-2025, 2025 | 5,522 views
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12 Jan 2026
The first road surface type dataset for 50 African countries and regions
Zixian Liu, Qi Zhou, Fayong Zhang, and Prosper Basommi Laari
Earth Syst. Sci. Data, 18, 267–285, https://doi.org/10.5194/essd-18-267-2026,https://doi.org/10.5194/essd-18-267-2026, 2026 | 5,509 views
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10 Nov 2025
A global GNSS climate data record from 5085 stations spanning up to 22 years
Xiaoming Wang, Haobo Li, Suelynn Choy, Qiuying Huang, Wenhui Cai, Anthony Rea, Hongxin Zhang, Luis Elneser, and Yuriy Kuleshov
Earth Syst. Sci. Data, 17, 5951–5982, https://doi.org/10.5194/essd-17-5951-2025,https://doi.org/10.5194/essd-17-5951-2025, 2025 | 5,398 views
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16 Feb 2026
ForestScan: a unique multiscale dataset of tropical forest structure across 3 continents including terrestrial, UAV and airborne LiDAR and in-situ forest census data
Cecilia Chavana-Bryant, Phil Wilkes, Wanxin Yang, Andrew Burt, Peter Vines, Amy C. Bennett, Georgia C. Pickavance, Declan L. M. Cooper, Simon L. Lewis, Oliver L. Phillips, Benjamin Brede, Alvaro Lau, Martin Herold, Iain M. McNicol, Edward T. A. Mitchard, David A. Coomes, Toby D. Jackson, Löic Makaga, Heddy O. Milamizokou Napo, Alfred Ngomanda, Stephan Ntie, Vincent Medjibe, Pacôme Dimbonda, Luna Soenens, Virginie Daelemans, Laetitia Proux, Reuben Nilus, Nicolas Labrière, Kathryn Jeffery, David F. R. P. Burslem, Dan Clewley, David Moffat, Lan Qie, Harm Bartholomeus, Gregoire Vincent, Nicolas Barbier, Geraldine Derroire, Katharine Abernethy, Klaus Scipal, and Mathias Disney
Earth Syst. Sci. Data, 18, 1243–1274, https://doi.org/10.5194/essd-18-1243-2026,https://doi.org/10.5194/essd-18-1243-2026, 2026 | 5,387 views
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09 Apr 2026
Soil information and soil property maps for the Kurdistan region, Dohuk governorate (Iraq)
Mathias Bellat, Mjahid Zebari, Benjamin Glissmann, Tobias Rentschler, Paola Sconzo, Nafiseh Kakhani, Ruhollah Taghizadeh-Mehrjardi, Pegah Kohsravani, Bekas Brifkany, Peter Pfälzner, and Thomas Scholten
Earth Syst. Sci. Data, 18, 2507–2548, https://doi.org/10.5194/essd-18-2507-2026,https://doi.org/10.5194/essd-18-2507-2026, 2026 | 5,363 views
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07 Jan 2026
An inter-comparison of inverse models for estimating European CH4 emissions
Eleftherios Ioannidis, Antoon Meesters, Michael Steiner, Dominik Brunner, Friedemann Reum, Isabelle Pison, Antoine Berchet, Rona Thompson, Espen Sollum, Frank-Thomas Koch, Christoph Gerbig, Fenjuan Wang, Shamil Maksyutov, Aki Tsuruta, Maria Tenkanen, Tuula Aalto, Guillaume Monteil, Hong Lin, Ge Ren, Marko Scholze, and Sander Houweling
Earth Syst. Sci. Data, 18, 167–198, https://doi.org/10.5194/essd-18-167-2026,https://doi.org/10.5194/essd-18-167-2026, 2026 | 5,363 views
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07 Nov 2025
The HTAP_v3.2 emission mosaic: merging regional and global monthly emissions (2000–2020) to support air quality modelling and policies
Diego Guizzardi, Monica Crippa, Tim Butler, Terry Keating, Rosa Wu, Jacek Kaminski, Jeroen Kuenen, Junichi Kurokawa, Satoru Chatani, Tazuko Morikawa, George Pouliot, Jacinthe Racine, Michael D. Moran, Zbigniew Klimont, Patrick M. Manseau, Rabab Mashayekhi, Barron H. Henderson, Steven J. Smith, Rachel Hoesly, Marilena Muntean, Manjola Banja, Edwin Schaaf, Federico Pagani, Jung-Hun Woo, Jinseok Kim, Enrico Pisoni, Junhua Zhang, David Niemi, Mourad Sassi, Annie Duhamel, Tabish Ansari, Kristen Foley, Guannan Geng, Yifei Chen, and Qiang Zhang
Earth Syst. Sci. Data, 17, 5915–5950, https://doi.org/10.5194/essd-17-5915-2025,https://doi.org/10.5194/essd-17-5915-2025, 2025 | 5,296 views
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