Outputs

Selected papers that reflect our work across climate change, Earth system science, vegetation dynamics, hydrology, remote sensing, AI for climate, and sustainable energy systems.

Outputs

Knowledge ExploreAI for geoscience

AI for geoscience

We use machine learning, remote sensing, flood mapping, weather forecasting, and data reconstruction to turn multi-source Earth observations into interpretable climate insight.

107 papers, 3 projects, 2 datasets, 1 software/tool
LatestLatestour teamour team
2026-03-09GIScience & Remote Sensing

Global instantaneous monitoring of reservoir water levels using ICESat-2 photon-counting LiDAR

Xin Jiang, Yuyu Zhou, Huizhong Shen, Zhilin Guo, Zhenzhong Zeng

Global warmingChanging water cycle
Earth system feedbacksVegetation monitoring
Renewable energyHydropower
LatestLatestour teamour team
2026-01-20Earth System Science Data Discussions

Decadal surge of water-surface solar in China

Yan, Yue, Jiang, Xin, Wei, Sihuan, Jin, Yubin, Zou, Xinyu, Liu, Junwei, Cai, Yaotong, Ye, Jianhuai, Guo, Zhilin, Zeng, Zhenzhong

Global warmingChanging water cycle
Earth system feedbacksVegetation monitoringFeedback and complex system
Renewable energySolar energy
Read more
LatestLatest
2025-07-05Communications Earth & Environment

Spatial transmission of resilience loss in deltaic dynamic systems

Wang, Yajun, Lin, Jianliang, Yan, Yu, Zeng, Zhenzhong, Liu, Xiaoye, Wang, Shuxian, She, Zhenyan, Huang, Zeqin, Sun, Pengnan, Zhao, Tongtiegang, Lin, Kairong, Coco, Giovanni, Cai, Huayang

Earth system feedbacksEcosystem resilience
AI for geoscienceAI for climate
Read more
LatestLatest
2025-06-30EMS2025

The DOWNBURST MXO: a real-time downburst monitoring service in eastern Spain

Cesar Azorin-Molina, Carlos Calvo-Sancho, Andres Martin-Barrio, Francisco Granell-Haro, Jose Gomez-Reyes, Andreas F. Prein, Juan Jesús Gonzalez-Aleman, Sergio M. Vicente-Serrano, Tim R. McVicar, Deliang Chen, Zhenzhong Zeng, Amir Pirooz, Luis Gimeno, Raquel Nieto, Marcos Martinez-Roig, Nuria P. Plaza-Martin, Maria Luisa Martin

Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twinsAI for climate
Read more
LatestLatest
2025-06-06Engineering

全球城市三维结构制图揭示城市垂直维度利用的增强和显著的建筑空间不平等(英文)

刘小平, 吴欣昕, 李雪草, 许晓聪, 廖威林, 焦利民, 曾振中, 陈广照, 黎夏

Earth system feedbacksFeedback and complex system
AI for geoscienceAI for Earth twins
2024-08Bulletin of the American Meteorological Society

Global Climate

R. J. H. Dunn, J. Blannin, N. Gobron, J. B. Miller, K. M. Willett, Melanie Ades, Robert Adler, Mihai Alexe, Richard P. Allan, John Anderson, Orlane Anneville, Yasuyuki Aono, Anthony Arguez, Dolores Armenteras Pascual, Carlo Arosio, Elizabeth Asher, John A. Augustine, Cesar Azorin-Molina, Oscar M. Baez-Villanueva, J. Barichivich, Hylke E. Beck, Nicolas Bellouin, Angela Benedetti, Stephen Blenkinsop, Olivier Bock, Xavier Bodin, Olivier Bonte, Michael G. Bosilovich, Olivier Boucher, Stefan A. Buehler, Michael P. Byrne, Diego Campos, Fabrizio Cappucci, Laura Carrea, Kai-Lan Chang, Hanne H. Christiansen, John R. Christy, Eui-Seok Chung, Laura M. Ciasto, Scott Clingan, Melanie Coldewey-Egbers, Owen R. Cooper, Richard C. Cornes, Curt Covey, Jean-Francois Crétaux, Theresa Crimmins, Molly Crotwell, Joshua Culpepper, Diego Cusicanqui, Sean Davis, Richard A. M. de Jeu, Doug Degenstein, Reynald Delaloye, Elizabeth DiGangi, Martin T. Dokulil, Markus G. Donat, Wouter A. Dorigo, Diane Duchemin, Hilary Dugan, Imke Durre, Geoff Dutton, Gregory Duveiller, Thomas W. Estilow, Nicole Estrella, David Fereday, Vitali E. Fioletov, Johannes Flemming, Michael J. Foster, Thomas Frederikse, Stacey M. Frith, Lucien Froidevaux, Martin Füllekrug, Judith Garforth, Jay Garg, Sophie Godin-Beekmann, Steven Goodman, Atsushi Goto, Alice Grimm, Alexander Gruber, Guojun Gu, Mauro Guglielmin, Sebastian Hahn, Leopold Haimberger, Brad D. Hall, Merritt E. Harlan, I. Harris, Deborah L. Hemming, Martin Hirschi, Shu-peng (Ben) Ho, Robert Holzworth, Radley M. Horton, Filip Hrbáček, Guojie Hu, Dale Hurst, Antje Inness, Ketil Isaksen, Viju O. John, P. D. Jones, Robert Junod, Andreas Kääb, Johannes W. Kaiser, Viktor Kaufmann, Andreas Kellerer-Pirklbauer, Sergey Khaykin, Richard Kidd, Tyler V. King, Zak Kipling, Akash Koppa, Benjamin M. Kraemer, R. Sofia La Fuente, Alo Laas, Xin Lan, Kathleen O. Lantz, Jeff Lapierre, David A. Lavers, Thierry Leblanc, Eric Leibensperger, Chris Lennard, Ben Liley, Yakun Liu, Y. T. Eunice Lo, Norman G. Loeb, Diego Loyola, Florence Magnin, Shin-Ichiro Matsuzaki, Tom Matthews, Michael Mayer, Michael McCarthy, Tim R. McVicar, Carl A. Mears, Annette Menzel, Christopher J. Merchant, Leo-Juhani Merio, Michael F. Meyer, Diego G. Miralles, Stephan A. Montzka, Colin Morice, Isamu Morino, Ivan Mrekaj, Jens Mühle, D. Nance, Julien P. Nicolas, Jeannette Noetzli, Ben Noll, John O’Keefe, Tim J. Osborn, Mark Parrington, Cécile Pellet, Mauri S. Pelto, Kyle Petersen, Coda Phillips, Don Pierson, Izidine Pinto, Stephen Po-Chedley, Paolo Pogliotti, Lorenzo Polvani, Wolfgang Preimesberger, Colin Price, William J. Randel, Colin Raymond, Samuel Rémy, Lucrezia Ricciardulli, Andrew D. Richardson, David A. Robinson, Matthew Rodell, Nemesio Rodriguez-Fernandez, Cassandra D. W. Rogers, P. Rohini, Karen Rosenlof, Alexei Rozanov, Jozef Rozkošný, Olga O. Rusanovskaya, This Rutishauser, C. T. Sabeerali, Ryan Said, Tetsu Sakai, Ahira Sánchez-Lugo, Parnchai Sawaengphokhai, Verena Schenzinger, Robert W. Schlegel, Martin Schmid, Sonia I. Seneviratne, Fumi Sezaki, Xi Shao, Sapna Sharma, Lei Shi, Svetlana V. Shimaraeva, Ryuichiro Shinohara, Eugene A. Silow, Adrian J. Simmons, Sharon L. Smith, Brian J. Soden, Viktoria Sofieva, Logan Soldo, O. P. Sreejith, Paul W. Stackhouse, Ryan Stauffer, Wolfgang Steinbrecht, Andrea K. Steiner, Paul C. Stoy, Pietro Stradiotti, Dmitry A. Streletskiy, Ghassan Taha, Stephen J. Thackeray, Emmanuel Thibert, Maxim A. Timofeyev, Kleareti Tourpali, Emma Tronquo, Mari R. Tye, Ronald van der A, Robin van der Schalie, Gerard van der Schrier, Arnold J. H. van Vliet, Piet Verburg, Jean-Paul Vernier, Isaac J. Vimont, Katrina Virts, Sebastián Vivero, Holger Vömel, Russell S. Vose, Ray H. J. Wang, Taran Warnock, Mark Weber, David N. Wiese, Jeannette D. Wild, Earle Williams, Takmeng Wong, Richard Iestyn Woolway, Xungang Yin, Zhenzhong Zeng, Lin Zhao, Feng Zhong, Jerry R. Ziemke, Markus Ziese, Ruxandra M. Zotta, Cheng-Zhi Zou

AI for geoscienceAI for weather
Read more
2024-05-13Bulletin of the American Meteorological Society

Permafrost temperature and active layer thickness.In: State of the Climate in 2023

Dunn, R_J H, Blannin, J, Gobron, N, Miller, J B, Willett, K M, Ades, Melanie, Adler, Robert, Alexe, Mihai, Allan, Richard P, Anderson, John, Anneville, Orlane, Aono, Yasuyuki, Arguez, Anthony, Armenteras_Pascual, Dolores, Arosio, Carlo, Asher, Elizabeth, Augustine, John A, Azorin-Molina, Cesar, Baez-Villanueva, Oscar M, Barichivich, J, Beck, Hylke E, Bellouin, Nicolas, Benedetti, Angela, Blenkinsop, Stephen, Bock, Olivier, Bodin, Xavier, Bonte, Olivier, Bosilovich, Michael G, Boucher, Olivier, Buehler, Stefan A, Byrne, Michael P, Campos, Diego, Cappucci, Fabrizio, Carrea, Laura, Chang, Kai-Lan, Christiansen, Hanne H, Christy, John R, Chung, Eui-Seok, Ciasto, Laura M, Clingan, Scott, Coldewey-Egbers, Melanie, Cooper, Owen R, Cornes, Richard C, Covey, Curt, Crétaux, Jean-Francois, Crimmins, Theresa, Crotwell, Molly, Culpepper, Joshua, Cusicanqui, Diego, Davis, Sean, de_Jeu, Richard_A M, Degenstein, Doug, Delaloye, Reynald, DiGangi, Elizabeth, Dokulil, Martin T, Donat, Markus G, Dorigo, Wouter A, Duchemin, Diane, Dugan, Hilary, Durre, Imke, Dutton, Geoff, Duveiller, Gregory, Estilow, Thomas W, Estrella, Nicole, Fereday, David, Fioletov, Vitali E, Flemming, Johannes, Foster, Michael J, Frederikse, Thomas, Frith, Stacey M, Froidevaux, Lucien, Füllekrug, Martin, Garforth, Judith, Garg, Jay, Godin-Beekmann, Sophie, Goodman, Steven, Goto, Atsushi, Grimm, Alice, Gruber, Alexander, Gu, Guojun, Guglielmin, Mauro, Hahn, Sebastian, Haimberger, Leopold, Hall, Brad D, Harlan, Merritt E, Harris, I, Hemming, Deborah L, Hirschi, Martin, Ho, Shu-peng Ben, Holzworth, Robert, Horton, Radley M, Hrbáček, Filip, Hu, Guojie, Hurst, Dale, Inness, Antje, Isaksen, Ketil, John, Viju O, Jones, P D, Junod, Robert, Kääb, Andreas, Kaiser, Johannes W, Kaufmann, Viktor, Kellerer-Pirklbauer, Andreas, Khaykin, Sergey, Kidd, Richard, King, Tyler V, Kipling, Zak, Koppa, Akash, Kraemer, Benjamin M, La_Fuente, R Sofia, Laas, Alo, Lan, Xin, Lantz, Kathleen O, Lapierre, Jeff, Lavers, David A, Leblanc, Thierry, Leibensperger, Eric, Lennard, Chris, Liley, Ben, Liu, Yakun, Lo, Y_T Eunice, Loeb, Norman G, Loyola, Diego, Magnin, Florence, Matsuzaki, Shin-Ichiro, Matthews, Tom, Mayer, Michael, McCarthy, Michael, McVicar, Tim R, Mears, Carl A, Menzel, Annette, Merchant, Christopher J, Merio, Leo-Juhani, Meyer, Michael F, Miralles, Diego G, Montzka, Stephan A, Morice, Colin, Morino, Isamu, Mrekaj, Ivan, Mühle, Jens, Nance, D, Nicolas, Julien P, Noetzli, Jeannette, Noll, Ben, O’Keefe, John, Osborn, Tim J, Parrington, Mark, Pellet, Cécile, Pelto, Mauri S, Petersen, Kyle, Phillips, Coda, Pierson, Don, Pinto, Izidine, Po-Chedley, Stephen, Pogliotti, Paolo, Polvani, Lorenzo, Preimesberger, Wolfgang, Price, Colin, Randel, William J, Raymond, Colin, Rémy, Samuel, Ricciardulli, Lucrezia, Richardson, Andrew D, Robinson, David A, Rodell, Matthew, Rodriguez-Fernandez, Nemesio, Rogers, Cassandra_D W, Rohini, P, Rosenlof, Karen, Rozanov, Alexei, Rozkošný, Jozef, Rusanovskaya, Olga O, Rutishauser, This, Sabeerali, C T, Said, Ryan, Sakai, Tetsu, Sánchez-Lugo, Ahira, Sawaengphokhai, Parnchai, Schenzinger, Verena, Schlegel, Robert W, Schmid, Martin, Seneviratne, Sonia I, Sezaki, Fumi, Shao, Xi, Sharma, Sapna, Shi, Lei, Shimaraeva, Svetlana V, Shinohara, Ryuichiro, Silow, Eugene A, Simmons, Adrian J, Smith, Sharon L, Soden, Brian J, Sofieva, Viktoria, Soldo, Logan, Sreejith, O P, Stackhouse, Paul W, Stauffer, Ryan, Steinbrecht, Wolfgang, Steiner, Andrea K, Stoy, Paul C, Stradiotti, Pietro, Streletskiy, Dmitry A, Taha, Ghassan, Thackeray, Stephen J, Thibert, Emmanuel, Timofeyev, Maxim A, Tourpali, Kleareti, Tronquo, Emma, Tye, Mari R, van_der_A, Ronald, van_der_Schalie, Robin, van_der_Schrier, Gerard, van_Vliet, Arnold_J H, Verburg, Piet, Vernier, Jean-Paul, Vimont, Isaac J, Virts, Katrina, Vivero, Sebastián, Vömel, Holger, Vose, Russell S, Wang, Ray_H J, Warnock, Taran, Weber, Mark, Wiese, David N, Wild, Jeannette D, Williams, Earle, Wong, Takmeng, Woolway, Richard Iestyn, Yin, Xungang, Zeng, Zhenzhong, Zhao, Lin, Zhong, Feng, Ziemke, Jerry R, Ziese, Markus, Zotta, Ruxandra M, Zou, Cheng-Zhi

Global warmingLand warming
AI for geoscienceAI for weather
Read more
2024-04Remote Sensing of Environment

Spatial-temporal patterns of land surface evapotranspiration from global products

Ronglin Tang, Zhong Peng, Meng Liu, Zhao-Liang Li, Yazhen Jiang, Yongxin Hu, Lingxiao Huang, Yizhe Wang, Junrui Wang, Li Jia, Chaolei Zheng, Yongqiang Zhang, Ke Zhang, Yunjun Yao, Xuelong Chen, Yujiu Xiong, Zhenzhong Zeng, Joshua B. Fisher

Global warmingLand warmingChanging water cycleEarth system feedbacks
Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twins
Read more
2023-09-07Journal of Geophysical Research: Atmospheres

Elucidating Hidden and Enduring Weaknesses in Dust Emission Modeling

Adrian Chappell, Nicholas P. Webb, Mark Hennen, Charles S. Zender, Philippe Ciais, Kerstin Schepanski, Brandon L. Edwards, Nancy P. Ziegler, Yves Balkanski, Daniel Tong, John F. Leys, Stephan Heidenreich, Robert Hynes, David Fuchs, Zhenzhong Zeng, Matthew C. Baddock, Jeffrey A. Lee, Tarek Kandakji

AI for geoscienceAI for climate
Read more
2023-09Bulletin of the American Meteorological Society

Global Climate

Robert J. H. Dunn, John B. Miller, Kate M. Willett, Nadine Gobron, Melanie Ades, Robert Adler, Mihai Alexe, Richard P. Allan, John Anderson, Orlane Anneville, Yasuyuki Aono, Anthony Arguez, Carlo Arosio, John A. Augustine, Cesar Azorin-Molina, Jonathan Barichivich, John E. Barnes, Hylke E. Beck, Nicolas Bellouin, Angela Benedetti, Kevin Blagrave, Stephen Blenkinsop, Olivier Bock, Xavier Bodin, Michael Bosilovich, Olivier Boucher, Dennis Buechler, Stefan A. Buehler, Diego Campos, Laura Carrea, Kai-Lan Chang, Hanne H. Christiansen, John R. Christy, Eui-Seok Chung, Laura M. Ciasto, Scott Clingan, Melanie Coldewey-Egbers, Owen R. Cooper, Richard C. Cornes, Curt Covey, Jean-François Créatux, Theresa Crimmins, Thomas Cropper, Molly Crotwell, Joshua Culpepper, Diego Cusicanqui, Sean M. Davis, Richard A. M. de Jeu, Doug Degenstein, Reynald Delaloye, Martin T. Dokulil, Markus G. Donat, Wouter A. Dorigo, Hilary A. Dugan, Imke Durre, Geoff Dutton, Gregory Duveiller, Thomas W. Estilow, Nicole Estrella, David Fereday, Vitali E. Fioletov, Johannes Flemming, Michael J. Foster, Bryan Franz, Stacey M. Frith, Lucien Froidevaux, Martin Füllekrug, Judith Garforth, Jay Garg, Badin Gibbes, Steven Goodman, Atsushi Goto, Alexander Gruber, Guojun Gu, Sebastian Hahn, Leopold Haimberger, Bradley D. Hall, Ian Harris, Deborah L. Hemming, Martin Hirschi, Shu-peng Ho, Robert Holzworth, Filip Hrbáček, Guojie Hu, Dale F. Hurst, Antje Inness, Ketil Isaksen, Viju O. John, Philip D. Jones, Robert Junod, Andreas Kääb, Johannes W. Kaiser, Viktor Kaufmann, Andreas Kellerer-Pirklbauer, Elizabeth C. Kent, Richard Kidd, Zak Kipling, Akash Koppa, Benjamin M. Kraemer, Natalya Kramarova, Andries Kruger, Sofia La Fuente, Alo Laas, Xin Lan, Timothy Lang, Kathleen O. Lantz, David A. Lavers, Thierry Leblanc, Eric M. Leibensperger, Chris Lennard, Yakun Liu, Norman G. Loeb, Diego Loyola, Stephen C. Maberly, Remi Madelon, Florence Magnin, Shin-Ichiro Matsuzaki, Linda May, Michael Mayer, Matthew F. McCabe, Tim R. McVicar, Carl A. Mears, Annette Menzel, Christopher J. Merchant, Michael F. Meyer, Diego G. Miralles, Leander Moesinger, Ghislaine Monet, Stephan A. Montzka, Colin Morice, Ivan Mrekaj, Jens Mühle, David Nance, Julien P. Nicolas, Jeannette Noetzli, Ben Noll, John O’Keefe, Timothy J. Osborn, Taejin Park, Mark Parrington, Cécile Pellet, Mauri S. Pelto, Kyle Petersen, Coda Phillips, Don Pierson, Izidine Pinto, Stephen Po-Chedley, Paolo Pogliotti, Lorenzo Polvani, Wolfgang Preimesberger, Colin Price, Merja Pulkkanen, William J. Randel, Samuel Rémy, Lucrezia Ricciardulli, Andrew D. Richardson, David A. Robinson, Willy Rocha, Matthew Rodell, Nemesio Rodriguez-Fernandez, Karen H. Rosenlof, Alexei Rozanov, Jozef Rozkošný, Olga O. Rusanovskaya, This Rutishauser, C. T. Sabeerali, Ahira Sánchez-Lugo, Parnchai Sawaengphokhai, Verena Schenzinger, Robert W. Schlegel, Martin Schmid, Udo Schneider, Fumi Sezaki, Sapna Sharma, Lei Shi, Svetlana V. Shimaraeva, Eugene A. Silow, Adrian J. Simmons, Sharon L. Smith, Brian J. Soden, Viktoria Sofieva, Tim H. Sparks, O.P. Sreejith, Paul W. Stackhouse, Ryan Stauffer, Wolfgang Steinbrecht, Andrea K. Steiner, Pietro Stradiotti, Dmitry A. Streletskiy, Divya E. Surendran, Stephen J. Thackeray, Emmanuel Thibert, Maxim A. Timofeyev, Kleareti Tourpali, Mari R. Tye, Ronald van der A, Robin van der Schalie, Gerard van der Schrier, Arnold J.H. van Vliet, Piet Verburg, Jean-Paul Vernier, Isaac J. Vimont, Katrina Virts, Sebastián Vivero, Holger Vömel, Russell S. Vose, Ray H. J. Wang, Xinyue Wang, Taran Warnock, Mark Weber, David N. Wiese, Jeannette D. Wild, Earle Williams, Takmeng Wong, Richard Iestyn Woolway, Xungang Yin, Zhenzhong Zeng, Lin Zhao, Xinjia Zhou, Jerry R. Ziemke, Markus Ziese, Ruxandra M. Zotta, Cheng-Zhi Zou, Jessicca Allen, Amy V. Camper, Bridgette O. Haley, Gregory Hammer, S. Elizabeth Love-Brotak, Laura Ohlmann, Lukas Noguchi, Deborah B. Riddle, Sara W. Veasey

AI for geoscienceAI for weather
Read more
2023-08Nature Climate Change

Asymmetric influence of forest cover gain and loss on land surface temperature

Su, Yongxian, Zhang, Chaoqun, Ciais, Philippe, Zeng, Zhenzhong, Cescatti, Alessandro, Shang, Jiali, Chen, Jing Ming, Liu, Jane, Wang, Ying-Ping, Yuan, Wenping, Peng, Shushi, Lee, Xuhui, Zhu, Zaichun, Fan, Lei, Liu, Xiaoping, Liu, Liyang, Lafortezza, Raffaele, Li, Yan, Ren, Jiashun, Yang, Xueqin, Chen, Xiuzhi

Global warmingLand warming
Earth system feedbacksGlobal forest change
AI for geoscienceAI for climate
Read more
2023-07Science of The Total Environment

Satellites reveal Earth's seasonally shifting dust emission sources

Adrian Chappell, Nicholas P. Webb, Mark Hennen, Kerstin Schepanski, Philippe Ciais, Yves Balkanski, Charles S. Zender, Ina Tegen, Zhenzhong Zeng, Daniel Tong, Barry Baker, Marie Ekström, Matthew Baddock, Frank D. Eckardt, Tarek Kandakji, Jeffrey A. Lee, Mohamad Nobakht, Johanna von Holdt, John F. Leys

Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twins
Read more
FeaturedFeaturedour teamour team
2023-01Nature Water

A global-scale framework for hydropower development incorporating strict environmental constraints

Xu, Rongrong, Zeng, Zhenzhong, Pan, Ming, Ziegler, Alan D., Holden, Joseph, Spracklen, Dominick V., Brown, Lee E., He, Xinyue, Chen, Deliang, Ye, Bin, Xu, Haiwei, Jerez, Sonia, Zheng, Chunmiao, Liu, Junguo, Lin, Peirong, Yang, Yuan, Zou, Junyu, Wang, Dashan, Gu, Mingyi, Yang, Zongliang, Li, Dongfeng, Huang, Junling, Lakshmi, Venkataraman, Wood, Eric. F.

Global warmingChanging water cycle
Renewable energyHydropower
AI for geoscienceAI for energyAI for climate
Read more
2022-07Nature Geoscience

High Mountain Asia hydropower systems threatened by climate-driven landscape instability

Li, Dongfeng, Lu, Xixi, Walling, Desmond E., Zhang, Ting, Steiner, Jakob F., Wasson, Robert J., Harrison, Stephan, Nepal, Santosh, Nie, Yong, Immerzeel, Walter W., Shugar, Dan H., Koppes, Mich&232;le, Lane, Stuart, Zeng, Zhenzhong, Sun, Xiaofei, Yegorov, Alexandr, Bolch, Tobias

Earth system feedbacksEcosystem resilience
Renewable energyHydropower
AI for geoscienceAI for energyAI for climate
Read more
FeaturedFeaturedour teamour team
2022-05Nature Sustainability

Doubling of annual forest carbon loss over the tropics during the early twenty-first century

Feng, Yu, Zeng, Zhenzhong, Searchinger, Timothy D., Ziegler, Alan D., Wu, Jie, Wang, Dashan, He, Xinyue, Elsen, Paul R., Ciais, Philippe, Xu, Rongrong, Guo, Zhilin, Peng, Liqing, Tao, Yiheng, Spracklen, Dominick V., Holden, Joseph, Liu, Xiaoping, Zheng, Yi, Xu, Peng, Chen, Ji, Jiang, Xin, Song, Xiao-Peng, Lakshmi, Venkataraman, Wood, Eric F., Zheng, Chunmiao

Earth system feedbacksGlobal forest change
AI for geoscienceAI for climate
Read more
our teamour team
2022-03-28遥感学报

利用高分辨率森林覆盖影像实现高山林线的自动提取

JIANG Xin, 南方科技大学 环境科学与工程学院, 深圳 518055 School of Environmental Science and Engineering, South University of Science and Technology, Shenzhen 518055, China, HE Xinyue, WANG Dashan, ZOU Junyu, ZENG Zhenzhong, 利兹大学 地球与环境学院, 英国 利兹 LS29JT School of Earth and Environment, University of Leeds, Leeds, LS29JT, UK

Earth system feedbacksGlobal forest changeVegetation monitoring
AI for geoscienceAI for Earth twins
Read more
2022-01Earth's Future

Inhibitive Effects of Recent Exceeding Air Temperature Optima of Vegetation Productivity and Increasing Water Limitation on Photosynthesis Reversed Global Greening

Baozhang Chen, Yu Ke, Philippe Ciais, Zhenzhong Zeng, Andy Black, Honggang Lv, Mengtian Huang, Wenping Yuan, Xiangming Xiao, Junjun Fang, Kun Hou, Ying‐Ping Wang, Yiqi Luo

Global warmingLand warmingChanging water cycle
Earth system feedbacksGlobal forest changeVegetation monitoring
AI for geoscienceAI for climate
Read more
our teamour team
2022The Palgrave Handbook of Global Sustainability

Wind Energy

Liu, Yi, Zeng, Zhenzhong

Renewable energyWind energy
AI for geoscienceAI for energyAI for climate
Read more
FeaturedFeaturedour teamour team
2021-08ISPRS Journal of Photogrammetry and Remote Sensing

Rapid and large-scale mapping of flood inundation via integrating spaceborne synthetic aperture radar imagery with unsupervised deep learning

Xin Jiang, Shijing Liang, Xinyue He, Alan D. Ziegler, Peirong Lin, Ming Pan, Dashan Wang, Junyu Zou, Dalei Hao, Ganquan Mao, Yelu Zeng, Jie Yin, Lian Feng, Chiyuan Miao, Eric F. Wood, Zhenzhong Zeng

Global warmingChanging water cycle
Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twinsAI for climate
Read more
2021-01Bulletin of the American Meteorological Society

Global Reach-Level 3-Hourly River Flood Reanalysis (1980–2019)

Yuan Yang, Ming Pan, Peirong Lin, Hylke E. Beck, Zhenzhong Zeng, Dai Yamazaki, Cédric H. David, Hui Lu, Kun Yang, Yang Hong, Eric F. Wood

Global warmingChanging water cycle
Earth system feedbacksFeedback and complex system
AI for geoscienceAI for weather
Read more
FeaturedFeaturedour teamour team
2021-01Nature Geoscience

Deforestation-induced warming over tropical mountain regions regulated by elevation

Zeng, Zhenzhong, Wang, Dashan, Yang, Long, Wu, Jie, Ziegler, Alan D., Liu, Maofeng, Ciais, Philippe, Searchinger, Timothy D., Yang, Zong-Liang, Chen, Deliang, Chen, Anping, Li, Laurent Z. X., Piao, Shilong, Taylor, David, Cai, Xitian, Pan, Ming, Peng, Liqing, Lin, Peirong, Gower, Drew, Feng, Yu, Zheng, Chunmiao, Guan, Kaiyu, Lian, Xu, Wang, Tao, Wang, Lang, Jeong, Su-Jong, Wei, Zhongwang, Sheffield, Justin, Caylor, Kelly, Wood, Eric F.

Earth system feedbacksGlobal forest change
AI for geoscienceAI for climate
Read more
FeaturedFeaturedour teamour team
2020-07Nature Sustainability

High-spatiotemporal-resolution mapping of global urban change from 1985 to 2015

Liu, Xiaoping, Huang, Yinghuai, Xu, Xiaocong, Li, Xuecao, Li, Xia, Ciais, Philippe, Lin, Peirong, Gong, Kai, Ziegler, Alan D., Chen, Anping, Gong, Peng, Chen, Jun, Hu, Guohua, Chen, Yimin, Wang, Shaojian, Wu, Qiusheng, Huang, Kangning, Estes, Lyndon, Zeng, Zhenzhong

Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twinsAI for climate
Read more
2018-09Agricultural and Forest Meteorology

Spatiotemporal pattern of terrestrial evapotranspiration in China during the past thirty years

Xiangyi Li, Yue He, Zhenzhong Zeng, Xu Lian, Xuhui Wang, Mingyuan Du, Gensuo Jia, Yingnian Li, Yaoming Ma, Yanhong Tang, Weizhen Wang, Zhixiang Wu, Junhua Yan, Yitong Yao, Philippe Ciais, Xianzhou Zhang, Yiping Zhang, Yu Zhang, Guangsheng Zhou, Shilong Piao

Global warmingChanging water cycleEarth system feedbacks
Earth system feedbacksGlobal forest change
AI for geoscienceAI for weather
Read more
2016-01International Journal of Biometeorology

Long-term linear trends mask phenological shifts

Fu, Yongshuo H, Piao, Shilong, Ciais, Philippe, Huang, Mengtian, Menzel, Annette, Peaucelle, Marc, Peng, Shushi, Song, Yang, Vitasse, Yann, Zeng, Zhenzhong, Zhao, Hongfang, Zhou, Guiyun, Pe&241;uelas, Josep, Janssens, Ivan A

Earth system feedbacksFeedback and complex system
AI for geoscienceAI for weather
Read more
2015-08-08Journal of Geophysical Research: Atmospheres

Multicriteria evaluation of discharge simulation in Dynamic Global Vegetation Models

Hui Yang, Shilong Piao, Zhenzhong Zeng, Philippe Ciais, Yi Yin, Pierre Friedlingstein, Stephen Sitch, Anders Ahlström, Matthieu Guimberteau, Chris Huntingford, Sam Levis, Peter E. Levy, Mengtian Huang, Yue Li, Xiran Li, Mark R Lomas, Philippe Peylin, Ben Poulter, Nicolas Viovy, Soenke Zaehle, Ning Zeng, Fang Zhao, Lei Wang

Earth system feedbacksVegetation monitoring
AI for geoscienceAI for climate
Read more
2015-01Global Ecology and Biogeography

Global patterns and climate drivers of water‐use efficiency in terrestrial ecosystems deduced from satellite‐based datasets and carbon cycle models

Yan Sun, Shilong Piao, Mengtian Huang, Philippe Ciais, Zhenzhong Zeng, Lei Cheng, Xiran Li, Xinping Zhang, Jiafu Mao, Shushi Peng, Benjamin Poulter, Xiaoying Shi, Xuhui Wang, Ying‐Ping Wang, Hui Zeng

Global warmingChanging water cycleEarth system feedbacks
Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twins
Read more
2023.11.21-2026.11.20300 万主持深圳市科技创新委员会 / 深圳市可持续发展科技专项

海洋气象信息与生态灾害一体化监测预警技术研究及应用示范

面向海洋气象信息与生态灾害,开展一体化监测预警技术研究与应用示范。

Global warmingMarine heatwaves
Earth system feedbacksVegetation monitoring
AI for geoscienceAI for Earth twinsAI for weather
2022.10.1-2025.9.3030 万主持广东省科技厅 / 广东省基础与应用基础研究基金项目-海上风电联合基金-面上项目

气候变化背景下的粤港澳大湾区海上风能资源评估与预测

评估并预测气候变化背景下粤港澳大湾区海上风能资源。

Renewable energyWind energy
AI for geoscienceAI for energy
2022.8-2023.1260 万参与可持续发展大数据国际研究中心开放研究计划

全球高分辨率洪范区提取及洪范区土地覆盖变化分析研究

开展全球高分辨率洪范区提取与洪范区土地覆盖变化分析。

Global warmingChanging water cycle
Earth system feedbacksGlobal forest changeVegetation monitoring
AI for geoscienceAI for Earth twins
1982-2009Open dataset

Global evapotranspiration (WB-MTE)

A global monthly evapotranspiration dataset at 0.5 degree resolution from 1982 to 2009, built by coupling a water balance model with machine learning.

Global warmingChanging water cycleEarth system feedbacks
AI for geoscienceAI for Earth twinsAI for climate
1973-2021Open dataset and code

GGWS-PCNN global wind speed

A global gridded monthly wind speed dataset using partial convolutional neural networks, HadISD observations, and 34 climate models for 1973-2021.

Renewable energyWind energy
AI for geoscienceAI for Earth twinsAI for energyAI for climate
Code resource

Floating solar power

Code resources for assessing energy production and water savings from floating solar photovoltaics on global reservoirs.

Global warmingChanging water cycle
Renewable energySolar energyHydropower
AI for geoscienceAI for energy