General

Prof (Associate). Dr. C. (Chaolei) Zheng


Aerospace Information Research Institute (AIR)

Chinese Academy of Sciences (CAS) 

Email:zhengcl@aircas.ac.cn

Telephone: 86-10-6460422

Address: no. 20 Datun Road, Chaoyang District, Beijing 100101, China 

Postcode: 100101

Research Areas

Remote Sensing for Evapotranspiration and Water Cycle

Education

2010~2013, Doctor of Philosophy in Science from Shizuoka University, Japan

2006~2009, Master from Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences

Experience

   
Work Experience

2020~now , Aerospace Information Research Institute, Chinese Academy of Sciences

2014~2020, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences

Publications

Papers

  1. Zheng C., Jia L., Zhao T. 2023. A 21-year dataset (2000-2020) of gap-free global daily surface soil moisture at 1 km grid resolution. Scientific Data, 10:139. DOI:10.1038/s41597-023-01991-w. 
  2. Mi P., Zheng C.*, Jia L., Bai Y. 2023. Reconstruction of global long-term gap-free daily surface soil moisture from 2002 to 2020 based on machine learning method. Remote Sensing, 15(8), 2116. DOI:10.3390/rs15082116.
  3. 郑超磊, 贾立, 胡光成. 2023. 高分一号卫星遥感数据驱动ETMonitor模型估算16 m分辨率蒸散发及验证. 遥感学报, 27(3): 758-768. DOI: 10.11834/jrs.20232477. 
  4. Bennour A., Jia L*, Menenti M., Zheng C., Zeng Y., Barnieh B., Jiang M. 2023. Assessing impacts of climate variability and land use/land cover change on the water balance components in the Sahel using Earth observations and hydrological modelling. Journal of Hydrology: Regional Studies, 47, 101370. DOI:10.1016/j.ejrh.2023.101370.
  5. Zheng C., Jia L., Hu, G. 2022. Global Land Surface Evapotranspiration Monitoring by ETMonitor Model Driven by Multi-source Satellite Earth Observations. Journal of Hydrology, 613, 128444. https://doi.org/10.1016/j.jhydrol.2022.128444. 
  6. Zheng C., Jia L., 2022. Evaluation of different methods for soil heat flux estimation at large scales using remote sensing observations. 2022 IEEE International Geoscience and Remote Sensing Symposium, 6081-6084. DOI: 10.1109/IGARSS46834.2022.9883851. 
  7. Du D., Zheng C., Jia L., Chen Q., Jiang M., Hu G. 2022. Estimation of cropland gross primary productivity by integrating water availability factor in light-use-efficiency-based model and satellite observations. 2022, 14, 1722. https://doi.org/10.3390/rs14071722
  8. Bennour A., Jia L.*, Menenti M., Zheng C., Zeng Y., Barnieh B., Jiang M. 2022. Calibration and validation of SWAT model by using hydrological remote sensing observables in the Lake Chad Basin. Remote Sensing, 2022, 14, 1511. https://doi.org/10.3390/rs14061511.
  9. Menenti M., Li X., Jia L., Yang K., Pellicciotti F., Mancini M., Shi J., Escorihuela M.J., Zheng C., Chen Q., Lu J, Zhou J, Hu G, Ren S, Zhang J, Liu Q, Qiu Y, Huang C, Zhou J, Han X, Pan X, Li H, Wu Y, Ding B, Yang W, Buri P, McCarthy MJ, Miles ES, Shaw TE, Ma C, Zhou Y, Corbari C, Li R, Zhao T, Stefan V, Gao Q, Zhang J, Xie Q, Wang N, Sun Y, Mo X, Jia J, Jouberton AP, Kneib M, Fugger S, Paciolla N, Paolini G. Multi-Source Hydrological Data Products to Monitor High Asian River Basins and Regional Water Security. Remote Sensing. 2021; 13(24):5122. https://doi.org/10.3390/rs13245122
  10. Xu L., Zheng C.*, Ma Y. 2021. Variation in precipitation extremes in the arid and semi-arid regions of China. International Journal of Climatology, 41(3), 1542-1554. DOI:10.1002/joc.6884. 
  11. Paciolla N., Corbari C., Hu G., Zheng C., Menenti M., Jia L., Mancini M. 2021. Evapotranspiration estimates from an energy-water-balance model calibrated on satellite land surface temperature over the Heihe basin. Journal of Arid Environments, 188, 104466. DOI: 10.1016/j.jaridenv.2021.104466. 
  12. Gan G., Liu Y., Chen D., Zheng C. 2021. Investigation of a Nonlinear Complementary Relationship Model for Monthly Evapotranspiration Estimation at Global Flux Sites. Journal of Hydrometeorology, 22(10), 2645–2658. DOI: 10.1175/JHM-D-20-0224.1. (SCI)
  13. Zhou J., Jia L., Menenti M., van Hoek H., Lu J., Zheng C., Yuan X. 2021. Characterizing vegetation- response to rainfall at multiple temporal scales in the Sahel-Sudano-Guinean region using transfer function analysis. Remote Sensing of Environment, 252: 112108.DOI: 10.1016/j.rse.2020.112108. (SCI)
  14. 郑超磊, 胡光成, 陈琪婷, 贾立. 2021. 遥感土壤水分对蒸散发估算的影响研究. 遥感学报, 25(4): 990-999. DOI: 10.11834/jrs.20210038.
  15. Zheng C., Jia L. 2020. Global canopy rainfall interception loss derived from satellite earth observations. Ecohydrology, 13(2):e2186 . DOI: 10.1002/eco.2186. (SCI)
  16. Zhao T., Shi J., Lv L., Xu H., Chen D., Cui Q., Jackson T. J., Yan G., Jia L., Chen L.,Zhao K., Zheng X., Zhao L., Zheng C., Ji D., Xiong C., Wang T., Li R., Pan J., Wen J., et al. 2020. Soil Moisture Experiment in the Luan River Supporting New Satellite Mission Opportunities. Remote Sensing of Environment.240, 111680. DOI: 10.1016/j.rse.2020.111680. (SCI) 
  17. Lu J., Jia L., Zheng C., Tang R., Jiang Y. 2020. A Scheme to Estimate Diurnal Cycle of Evapotranspiration from Geostationary Meteorological Satellite Observations. Water, 12: 2369. DOI: 10.3390/w12092369. 
  18. van Hoek, M., Zhou J., Jia L., Lu J., Zheng C., Hu G. C., and Menenti M. 2020. A prototype web-based analysis platform for drought monitoring and early warning. International Journal of Digital Earth, 13(7):817-831. DOI: 10.1080/17538947.2019.1585978. 
  19. Menenti M., JIA L., Mancini M., Li X., Pellicciotti F., Yang K, Shi Jiancheng, Jose Escorihuela M., Corbari C., Ren S., MA C., Zheng C., Liu L., Shaw T., Ding B., Yang W. 2020. High Elevation Energy and Water Balance: the Roles of Surface Albedo and Temperature. Journal of Geodesy and Geoinformation Science, 3(4): 70-78.
  20. Zheng C., Jia L., Hu G., Lu J. 2019. Earth Observations-Based Evapotranspiration in Northeastern Thailand. Remote Sensing, 11(2), 138. DOI: 10.3390/rs11020138. 
  21. Xu L., Zheng C., Wang Z.C., Nyongesah M.J. 2019. A digital camera as an alternative tool for estimating soil salinity and soil surface roughness. Geoderma, 341, 68-75. DOI: 10.1016/j.geoderma.2019.01.028.
  22. Chen Q., Jia L., Menenti M., Hutjes R., Hu G., Zheng C., Wang K. 2019. A Numerical Analysis of Aggregation Error in Evapotranspiration Estimates Due to Heterogeneity of Soil Moisture and Leaf Area Index. Agriculture and Forest Meteorology, 269-270, 335-350. DOI:10.1016/j.agrformet.2019.02.017. 
  23. Zheng C., Jia L., Hu G. C., Lu J. 2019. Evapotranspiration estimation in tropical monsoon regions using improved ETMonitor algorithm. 2019 IEEE International Geoscience and Remote Sensing Symposium, 6891-6894. DOI: 10.1109/IGARSS.2019.8899883. 
  24. Lu J., Zheng C., Jia L., Hu G. 2019. Adaptablity of Six Global Drought Indices Over China. 2019 IEEE International Geoscience and Remote Sensing Symposium, 9922-9925. DOI: 10.1109/IGARSS.2019.8899184. 
  25. 卢静,贾立,郑超磊,胡光成.遥感水分收支对区域水资源估算潜能[J].遥感技术与应用,2019,34(03):630-638. DOI: 10.11873/j.issn.1004-0323.2019.3.0630.
  26. Sun Y., Jia L., Chen Q., Zheng C. 2018. Optimizing Window Length for Turbulent Heat Fluxes Calculation from Airborne Eddy Covariance Measurements under Different Atmospheric Stability Conditions. Remote Sensing, 10: 670. DOI:10.3390/rs10050670.
  27. Lu J., Jia L., Menenti M., Yan Y. P., Zheng C., Zhou J. 2018. Performance of the Standardized Precipitation Index Based on the TMPA and CMORPH Precipitation Products for Drought Monitoring in China. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 11, 1387-1396. DOI: 10.1109/JSTARS.2018.2810163.
  28. Jia L., Zheng C., Hu G.C., Menenti M. 2018. 4.03 - Evapotranspiration, In Comprehensive Remote Sensing, edited by Shunlin Liang, Elsevier, Oxford, 2018, Pages 25-50, ISBN 9780128032213, DOI: 10.1016/B978-0-12-409548-9.10353-7. (Book Chapter)
  29. 柳钦火, 吴俊君, 李丽, 俞乐, 李静, 辛晓洲, 贾立, 仲波, 牛铮, 徐新良, 孟庆岩, 赵静, 张海龙,胡光成, 郑超磊. 2018. “一带一路”区域可持续发展生态环境遥感监测.遥感学报,22(4):686-708. DOI:10.11834/jrs.20187264. 
  30. Zheng C., Jia L., Hu G. C., Menenti M., Lu J., Zhou J., Wang K., Li Z. S. 2017. Assessment of Water Use in Pan-Eurasian and African Continents by ETMonitor with Multi-Source Satellite Data. International Symposium on Earth Observation for One Belt and One Road, IOP Conf. Series: Earth and Environmental Science 57 (2017) 012050. DOI:10.1088/1755-1315/57/1/012050.
  31. Wang N., Jia L., Zheng C., Menenti M. 2017. Estimation of subpixel snow sublimation from multispectral satellite observations. Journal of Applied Remote Sensing, 11(4): 046017. DOI: 10.1117/1.JRS.11.046017.
  32. 贾立*, 胡光成, 郑超磊, 周杰, 王昆, 李占胜, 柳钦火. 中国-东盟1 km分辨率地表蒸散发数据集(2013), 全球变化数据学报, 2017, 1(3): 282-289. DOI: 10.3974/geodp.2017.03.05.
  33. Zheng C., Wang Q., Li P. 2016. Coupling SEBAL with a new radiation module and MODIS products for better estimation of evapotranspiration. Hydrological Sciences Journal-Journal Des Sciences Hydrologiques 61(8): 1535-1547. DOI: 10.1080/02626667.2015.1031762. 
  34. van Hoek M., Jia L., J. Zhou, Zheng C., Menenti M. 2016. Early Drought Detection by Spectral Analysis of Satellite Time Series of Precipitation and Normalized Difference Vegetation Index (NDVI).Remote Sensing, 8(5): 422. DOI:10.3390/ rs8050422.
  35. Zheng C., Jia L., Hu G. C., Lu J., Wang K., Li Z. S. 2016. Global Evapotranspiration derived by ETMonitor model based on Earth Observations. 2016 IEEE International Geoscience and Remote Sensing Symposium: 222-225. DOI: 10.1109/IGARSS.2016.7729049. 
  36. Zheng C., Jia L. 2016. Global Rainfall Interception Loss derived from Multi-source Satellite Earth Observations. 2016 IEEE International Geoscience and Remote Sensing Symposium: 3532-3534. DOI: 10.1109/IGARSS.2016.7729913. 
  37. Menenti M., Jia L., Mousivand A., Hu G. C., Zheng C., Lu J. 2016. Evaluation of ET data products: Parameterizations, rate limiting process and influential surface properties. 2016 IEEE International Geoscience and Remote Sensing Symposium: 214-217. DOI: 10.1109/IGARSS.2016.7729047. 
  38. Menenti M., Jia L., Hu G., Liu Q., Xin X., Roupioz L., Zheng C., Zhou J., Li Z., Faivre R., Ghafarian H., Hien V. P., Lindenbergh R., Li J., Wen J., Li L., Zhao J., Dou B. 2016. Terrestrial water cycle in South and East Asia: Hydrospheric and cryospheric data products. 2016 IEEE International Geoscience and Remote Sensing Symposium: 3814-3817. DOI: 10.1109/IGARSS.2016.7729989. 
  39. Lu J., Jia L., Zheng C., J. Zhou, M. van Hoek, K. Wang. 2016. Characteristics and trends of meteorological drought over China from remote sensing precipitation datasets. 2016 IEEE International Geoscience and Remote Sensing Symposium: 7581-7584. DOI: 10.1109/IGARSS.2016.7730977. 
  40. Zheng C., Wang Q. 2015. Seasonal and annual variation in transpiration of a dominant desert species, Haloxylon ammodendron, in Central Asia up-scaled from sap flow measurement. Ecohydrology 8(5): 948-960. DOI: 10.1002/eco.1547.
  41. Zheng C., Wang Q. 2015. Spatiotemporal pattern of the global sensitivity of the reference evapotranspiration to climatic variables in recent five decades over China. Stochastic Environmental Research and Risk Assessment 29(8): 1937-1947. DOI: 10.1007/s00477-015-1120-7. 
  42. Cao Z. X., Wang Q., Zheng C. 2015. Best hyperspectral indices for tracing leaf water status as determined from leaf dehydration experiments. Ecological Indicators 54: 96-107. 
  43. Zheng C., Wang Q. 2014. Water-use response to climate factors at whole tree and branch scale for a dominant desert species in central Asia: Haloxylon ammodendron. Ecohydrology 7(1): 56-63. DOI: 10.1002/eco.1321.
  44. Zheng C., Wang Q. 2014. Spatiotemporal variations of reference evapotranspiration in recent five decades in the arid land of Northwestern China. Hydrological Processes 28(25): 6124-6134. DOI: 10.1002/hyp.10109. 
  45. Li N., Jia L., Zheng C. 2014. Evaluation of the harmonic-analysis method for surface soil heat flux estimation: a case study in Heihe River Basin. Land Surface Remote Sensing Ii. T. J. Jackson, J. M. Chen, P. Gong and S. Liang. 9260. DOI: 10.1117/12.2069270. 
  46. 周琪, 李平衡, 王权, 郑超磊, 徐璐. 西北干旱区荒漠生态系统通量贡献区模型研究. 中国沙漠, 2014, 31(1): 98-107.
  47. 郑超磊, 刘苏峡, 舒畅, 张守红. 尼曲河道内最小生态需水研究. 长江流域资源与环境, 2010, 19: 329-334. 
  48. 郑超磊, 刘苏峡, 舒畅等. 基于生态需水的水资源供需平衡分析. 人民黄河, 2010, 32: 48-49. 
  49. 舒畅, 刘苏峡, 莫兴国, 郑超磊, 张守红, 邱建秀. 基于变异性范围法(RVA)的河流生态流量估算. 生态环境学报, 2010, 19(5):1151-1155. 
  50. 张守红,刘苏峡, 莫兴国, 舒畅, 郑超磊, 侯博. 降雨和水保措施对无定河流域径流和产沙量影响. 北京林业大学学报, 2010, 32(4):161-168. 
  51. Shu C., Liu S.X, Mo X.G., Wang K., Zheng C.L., Zhang S.H. 2010. The Simulation of Hydrological Processes in an Ungauged Alpine Basin by using Xinanjiang Model(新安江模型在高寒无资料地区的水文过程模拟). Journal of Resources and Ecology, 1(2), 186-192. https://doi.org/10.3969/j.issn.1674-764x.2010.02.011.
  52. 刘苏峡, 夏军, 蔡强国, 王随继, 舒畅, 郑超磊. 汶川特大地震灾后山洪灾害预估与应对措施. 中国水土保持科学, 2008, 6(5):7-10. 


Projects

PI, Study on the spatial and temporal variation of actual evapotranspiration and its driving mechanism and feedback over the Tibetan Plateau based on remote sensing,  General Program of Natural Science Foundation of China (NSFC), 2022 – 2025.

PI, Spatial-Temporal Continuous Evapotranspiration Time Series with High Resolution Estimation based on Multisources Remote Sensing, Youth Program of Natural Science Foundation of China (NSFC), 2019 – 2021.

subproject PI, Smart Remote Sensing of Key Variables of Terrestrial Water Cycle at Multiple Spatio-temporal Scales, Key project of Natural Science Foundation of China (NSFC), 2021 – 2025.