张尧
职称：研究员
研究方向：全球变化遥感
通讯地址：澳门游戏网站大全大楼347
Email：zhangyao@pku.edu.cn
教育经历
2014/08-2017/12 美国俄克拉荷马大学，植物与微生物系，博士
2011/09-2014/06 西北农林科技大学，林学院，硕士
2007/09-2011/06 南京大学，地理与海洋科学学院，学士
工作经历
2021/05 至今公司，澳门游戏网站大全，助理教授/研究员
2019/08-2021/04 美国劳伦斯伯克利国家实验室，博士后
2017/12-2019/07 美国哥伦比亚大学，博士后
博士生导师/方向
植被遥感，全球环境变化，陆地生态系统碳水循环，干旱等极端事件，机器学习
杂志任职
《中国科学：地球科学》 编委（2023-2027）
Young Editor Board Memeber for Journal of Remote Sensing (2022-)
《遥感技术与应用》 青年编委 (2021-)
Review Editor for Frontiers in Artificial Intelligence (2018-)
Reviewer Board for Remote Sensing (2019-2020)
评审任职
项目评审
Reviewer for Belgian Science Policy Office (BELSPO) STEREO III (2018)
Reviewer for Elsevier book proposal (2019)
Reviewer for NASA ROSES proposal (2020)
期刊评审
Nature; Nature Sustainability; Nature Communications; Remote Sensing of Environment; Global Change Biology; New Phytologist; The Innovation; Earth System Science Data; ISPRS Journal of Photogrammetry and Remote Sensing; Global Ecology and Biogeography; Agricultural and Forest Meteorology; Environmental Research Letters; Biogeosciences; Journal of Geophysical Research-Biogeoscience; Geophysical Research Letters; Ecological Applications; Frontiers in Artificial Intelligence; Landscape Ecology; Journal of Plant Ecology; International Journal of Applied Earth Observation and Geoinfomation; International Journal of Digital Earth; International Journal of Remote Sensing; Journal of Applied Remote Sensing; Remote Sensing; Remote Sensing Letters; Computers and Electronics in Agriculture.
人才培养
研究组常年招收硕士、博士、博士后。欢迎对全球变化遥感，陆地生态系统碳水循环，气候变化及陆气反馈，土地利用变化，机器学习等研究方向感兴趣的同学加入研究组。也欢迎做拔尖计划的本科生加入。
欢迎有意申请2024年入学的硕士博士与我联系。
讲授课程
遥感原理与应用 课程编号：12633120 专业必修 3学分 （主持）
陆面过程模型和植被遥感实习 课程编号：12633130 专业选修 2学分 （参与）
自然地理博士生高级讲座 课程编号：12610140 研究生课程 (参与)
自然地理学进展 课程编号：12610010，研究生课程 (参与)
指导员工
邓媛智子，2022级博士
杨天垚，2022级硕士
郭研，2022级硕士 （客座）
成竞扬，2023级硕士
邱靖皓，2023级博士
蔡孟阳，2023级博士
指导博士后
谭深 （2021.12-）
胡蝶 （2022.07-）
刘莹 （2022.07-）
李军 （2022.11-）
已毕业员工
房佳宁，暑期访问员工，美国哥伦比亚大学攻博
科学研究
研究兴趣
研究主要围绕遥感方法和数据在全球变化中的应用。基于新兴遥感数据反演获取植被的冠层结构，生理过程，功能服务等多个维度的信息，结合机器学习，统计模型等分析方法，研究生态系统的状态（states）、特征（traits）和速率（rates）。重点关注陆地生态系统碳水通量，植被物候变化对气候变化的响应与反馈，干旱等极端事件的产生机理及影响，人类活动、植被变化对地球系统的反馈等。
科研项目
国家自然科学基金优秀青年科学基金（海外）：全球变化植被遥感，2022/01-2024/12，主持
国家自然科学基金专项项目（42141005）：中国陆地生态系统固碳速率及其不确定性、稳定性和持续性研究，2022/01-2025/12，参与
教研成果
Google scholar: https://scholar.google.com/citations?user=r0l744oAAAAJ&hl=en
ResearchGate: https://www.researchgate.net/profile/Yao_Zhang29
H-index 39, Citations 4400 (google scholar)
第一/通讯作者文章
19. Zhou, S.*, Yu, B., Lintner, B.R., Findell, K., Zhang, Y.*, (2023) Projected increase in global runoff dominated by land surface changes. Nature Climate Change. https://doi.org/10.1038/s41558-023-01659-8
18. Zhang, Y.*, Fang, J., Smith, W.K., Wang, X., Gentine, P., Scott, R., Migliavacca, M., Jeong, S., Litvak, M., Zhou, S., (2023) Satellite solar-induced chlorophyll fluorescence tracks physiological drought stress development during 2020 southwest US drought. Global Change Biology. https://doi.org/10.1111/gcb.16683
Highlighted by Science (https://doi.org/10.1126/science.adi2035)
17. Hong, S., Zhang, Y., Yao, Y., Meng, F., Zhao, Q., Zhang, Y.*, (2022) Contrasting temperature effects on the velocity of early- versus late-stage vegetation green-up in the Northern Hemisphere. Global Change Biology. https://doi.org/10.1111/gcb.16414
16. Zhang, Y.*, Gentine, P., Luo, X., Xu, L., Liu, Y., Zhou, S., Michalak, A.M., Sun, W., Fisher, J.B., Piao, S.L. & Keenan, T.F.*, (2022) Increased sensitivity of dryland vegetation greenness to precipitation due to rising atmospheric CO2. Nature Communications. https://doi.org/10.1038/s41467-022-32631-3
15. Zhang, Y.*, Keenan, T.F.*, Zhou, S., (2021) Exacerbated drought impact on global ecosystem due to structural overshoot. Nature Ecology & Evolution. https://doi.org/10.1038/s41559-021-01551-8
14. Zhang, Y.*, Commane, R., Zhou, S., Williams, A.P. & Gentine, P. (2020) Light limitation regulates the response of autumn terrestrial carbon uptake to warming. Nature Climate Change. 10, 739-743, https://doi.org/10.1038/s41558-020-0806-0
13. Zhang, Y.*, Parazoo, N., Williams, A.P., Zhou, S. & Gentine, P.* (2020) Large and projected strengthening moisture limitation on end-of-season photosynthesis. Proceedings of National Academy of Sciences. 117 (17) 9216-9222. https://doi.org/10.1073/pnas.1914436117
12. Zhang, Y.*, Zhou, S., Gentine, P., & Xiao, X. (2019) Can vegetation optical depth reflect changes in leaf water potential during soil moisture dry-down events? Remote Sensing of Environment. 234, 111451. https://doi.org/10.1016/j.rse.2019.111451
11. Zhang, Y.*, Joiner, J., Alemohammad, H., Zhou, S. & Gentine, P. (2018) A global spatially contiguous solar-induced fluorescence (CSIF) dataset using neural networks. Biogeosciences. 15, 5779-5800, https://doi.org/10.5194/bg-15-5779-2018
10. Zhang, Y.*, Xiao, X.*, Wolf, S., Wu, J., Wu, X., Gioli., B., Wohlfahrt, G., Cescatti, A., van der Tol, C., Zhou, S., Gough, C., Gentine, P., Zhang, Y., Steinbrecher, R., & Ardö, J. (2018) Spatio-temporal convergence of maximum daily light-use efficiency based on radiation absorption by canopy chlorophyll. Geophysical Research Letters. 45(8), 3508-3519. https://doi.org/10.1029/2017GL076354
9. Zhang, Y.*, Joiner, J., Gentine, P., & Zhou, S. (2018) Reduced solar-induced chlorophyll fluorescence from GOME-2 during Amazon drought caused by dataset artifacts. Global Change Biology. 24(6), 2229–2230. https://doi.org/10.1111/gcb.14134
8. Zhang, Y.*, Xiao, X.*, Zhang, Y., Wolf, S., Zhou, S., Joiner, J., Guanter, L., Verma, M., Sun, Y., Yang, X., Paul-Limoges, E., Gough, C., Wohlfahrt, G., Gioli, B., van der Tol, C., Yann, N., Lund, M., & Agnes de Grandcourt. (2018) On the relationship between sub-daily instantaneous and daily total gross primary production: implications for interpreting satellite-based SIF retrievals. Remote Sensing of Environment. 205, 276-289https://doi.org/10.1016/j.rse.2017.12.009
7. Zhang, Y.*, Xiao, X.*, Wu, X., Zhou, S., Zhang, G., Qin, Y., & Dong, J. (2017). A global moderate resolution dataset of gross primary production of vegetation for 2000-2016. Scientific Data. 4, 170165, https://doi.org/10.1038/sdata.2017.165
Web of Science Highly Cited (1% in Geoscience)
6. Zhang, Y.*, Xiao, X.*, Guanter, L., Zhou, S., Ciais, P., Joiner, J., Sitch, S., Wu, X.C., Nabel, J., Dong, J.W., Kato, E., Jain, A.K., Wiltshire, A., & Stocker, B.D. (2016). Precipitation and carbon-water coupling jointly control the interannual variability of global land gross primary production. Scientific Reports. 6, 39748. https://doi.org/10.1038/srep39748
5. Zhang, Y., Xiao, X.*, Jin, C., Dong, J., Zhou, S., Wagle, P., Joiner, J., Guanter, L., Zhang, Y., Zhang, G., Qin, Y., Wang, J., & Moore, B. (2016). Consistency between sun-induced chlorophyll fluorescence and gross primary production of vegetation in North America. Remote Sensing of Environment. 183, 154-169 https://doi.org/10.1016/j.rse.2016.05.015
Web of Science Highly Cited (1% in Geoscience)
4. Zhang, Y., Xiao, X.*, Zhou, S., Ciais, P., McCarthy, H., & Luo, Y. (2016). Canopy and physiological controls of GPP during drought and heat wave. Geophysical Research Letters. 43(7), 3325-3333 https://doi.org/10.1002/2016GL068501
3. Zhang, Y., Peng, C.H., Li, W.Z.*, Tian, L.X., Zhu, Q.Q., Chen, H., Fang, X.Q., Zhang, G.L., Liu, G.M., Mu, X.M., Li, Z.B., Li, S.Q., Yang, Y.Z., Wang, J., & Xiao, X.M. (2016). Multiple afforestation programs accelerate the greenness in the 'Three North' region of China from 1982 to 2013. Ecological Indicators, 61, 404-412 https://doi.org/10.1016/j.ecolind.2015.09.041
2. Zhang, Y., Li, W.*, Zhu, Q., Chen, H., Fang, X., Zhang, T., Zhao, P., & Peng, C.* (2015). Monitoring the impact of aerosol contamination on the drought-induced decline of gross primary productivity. International Journal of Applied Earth Observation and Geoinformation. 36, 30-40 https://doi.org/10.1016/j.jag.2014.11.006
1. Zhang, Y., Peng, C., Li, W.*, Fang, X., Zhang, T., Zhu, Q., Chen, H., & Zhao, P. (2013). Monitoring and estimating drought-induced impacts on forest structure, growth, function, and ecosystem services using remote-sensing data: recent progress and future challenges. Environmental Reviews. 21(2), 103-115 https://doi.org/10.1139/er-2013-0006
部分合作文章
13. Zhou, S., Yu, B. & Zhang, Y., (2023) Global concurrent climate extremes exacerbated by anthropogenic climate change, Science Advances. 9, eabo1638. https://doi.org/10.1126/sciadv.abo1638
12. Zhou, S., Williams, A.P., Lintner, B.R., Findell, K.L., Keenan, T.F., Zhang, Y. & Gentine, P., (2022) seasonal water availability. Diminishing seasonality of subtropical water availability in a warmer world dominated by soil moisture–atmosphere feedbacks, Nature Communications. 13, 5756. https://doi.org/10.1038/s41467-022-33473-9
11. Luo, X., Keenan, T.F., Chen, J.M., Croft, H., Prentice, I.C., Smith, N.G., Walker, A.P., Wang, H., Wang, R., Xu, C.& Zhang, Y., (2021) Global variation in the fraction of leaf nitrogen allocated to photosynthesis. Nature Communications, 12: 4866 https://doi.org/10.1038/s41467-021-25163-9
10. Qin, Y., Xiao, X., Wigneron, J.P., Ciais, P., Brandt, M., Fan, L., Li, X., Crowell, S., Wu, X., Doughty, R., Zhang, Y., Liu, F., Sitch, S. & Moore, B., (2021) Carbon loss from forest degradation exceeds that from the Brazilian Amazon. Nature Climate Change 11, 442-448, https://doi.org/10.1038/s41558-021-01026-5
9. Zhou, S., Williams, A. P., Lintner, B., Berg, A., Zhang, Y., Keenan, T. F., Cook, B. I., Hagemann, S., Seneviratne, S. I., Gentine, P., (2021) Soil moisture-atmosphere feedbacks mitigate declining water availability in drylands. Nature Climate Change 11, 38-44, https://doi.org/10.1038/s41558-020-00945-z
8. Green, J., Berry, J.†, Ciais, P.†, Zhang, Y.†, Gentine, P., (2020) Amazon rainforest photosynthesis increases in response to atmospheric dryness. Science Advances. 6, 47, eabb7232 https://doi.org/10.1126/sciadv.abb7232 (†contribute equally)
7. Keenan, T., Luo, X., Zhang, Y., & Zhou, S. (2020) Ecosystem aridity and atmospheric CO2, Science, 368 (6488), 251-252, https://doi.org/10.1126/science.abb5449
6. Zhang, G., Xiao, X., Dong, J., Xin, F., Zhang, Y., Qin, Y. Doughty, R. & Moore, B., (2020) Fingerprint of rice paddies in spatial-temporal dynamics of atmospheric methane concentration in monsoon Asia. Nature Communications. 11, 554, https://doi.org/10.1038/s41467-019-14155-5
5. Yin, J., Gentine, P., Guo, S., Zhou, S., Sullivan, S., Zhang, Y., Gu, L. & Liu, P., (2019) Reply to Increases in temperature do not translate to increased flooding. Nature Communications. 10:5675, https://doi.org/10.1038/s41467-019-13613-4
4. Zhou, S., Williams, A.P., Berg, A., Cook, B., Zhang, Y., Hagemann, S., Lorenz, R., Seneviratne, S., & Gentine, P., (2019) Land–atmosphere feedbacks exacerbate concurrent soil drought and atmospheric aridity. Proceedings of National Academy of Sciences. 116(38), 18848-18853; https://doi.org/10.1073/pnas.1904955116
3. Qin, Y., Xiao, X., Dong, J., Zhang, Y., Wu, X., Shimabukuro, Y., Arai, E., Biradar, C., Wang, J., Zou, Z., Liu, F. & Moore, B. (2019) Improved estimates of forest cover and loss in the Brazilian Amazon in 2000–2017. Nature Sustainability. 2, 764-772, https://doi.org/10.1038/s41893-019-0336-9
2. Zhou, S., Zhang, Y., Williams, A., & Gentine, P. (2019) Projected increases in intensity, frequency, and terrestrial carbon costs of compound drought and aridity events. Science Advance. 5:eaau5740 https://doi.org/10.1126/sciadv.aau5740
1. Yin, J., Gentine, P., Zhou, S., Sullivan, S., Wang, R., Zhang, Y. & Guo, S. (2018) Large increase in global storm runoff extremes driven by climate and anthropogenic changes. Nature Communication. 9:4389. https://doi.org/10.1038/s41467-018-06765-2
