Associate Professor, Remote Sensing and Hydrological Modelling
My research interests include: satellite remote sensing, hydrological modelling, water balance of lakes and reservoirs, glacier modelling, ecosystem modelling, and application of machine learning.
Publications
Displaying of publications. Sorted by year, then title.
Bias correction of GPM IMERG Early Run daily precipitation product using near real-time CPC global measurements
Linyong Wei, Shanhu Jiang, Liliang Ren, Linqi Zhang, Menghao Wang, et al.
(2022) Atmospheric Research, 279
Journal articleReference evapotranspiration estimation in hyper-arid regions via D-vine copula based-quantile regression and comparison with empirical approaches and machine learning models
Mohammed Abdallah, Babak Mohammadi, Modathir A. Modathir, Abubaker Omer, Majid Cheraghalizadeh, et al.
(2022) Journal of Hydrology: Regional Studies, 44
Journal articleLandslide detection from bitemporal satellite imagery using attention-based deep neural networks
Solomon Obiri Yeboah Amankwah, Guojie Wang, Kaushal Gnyawali, Daniel Fiifi Tawiah Hagan, Isaac Sarfo, et al.
(2022) Landslides, 19 p.2459-2471
Journal articleEnhancing Rainfall-Runoff Simulation via Meteorological Variables and a Deep-Conceptual Learning-Based Framework
Mohammed Achite, Babak Mohammadi, Muhammad Jehanzaib, Nehal Elshaboury, Quoc Bao Pham, et al.
(2022) Atmosphere, 13
Journal articleA dataset of lake-catchment characteristics for the Tibetan Plateau
Junzhi Liu, Pengcheng Fang, Yefeng Que, Liang Jun Zhu, Zheng Duan, et al.
(2022) Earth System Science Data, 14 p.3791-3805
Journal articleComparison of machine learning and process-based SWAT model in simulating streamflow in the Upper Indus Basin
Khalil Ur Rahman, Quoc Bao Pham, Khan Zaib Jadoon, Muhammad Shahid, Daniel Prakash Kushwaha, et al.
(2022) Applied water science, 12
Journal articleDetecting drought events over Iran during 1983–2017 using satellite and ground-based precipitation observations
Majid Kazemzadeh, Zahra Noori, Hassan Alipour, Sadegh Jamali, Javad Akbari, et al.
(2022) Atmospheric Research, 269
Journal articleTriple collocation-based error estimation and data fusion of global gridded precipitation products over the Yangtze River basin
Cheng Chen, Mengnan He, Qiuwen Chen, Jianyun Zhang, Zhe Li, et al.
(2022) Journal of Hydrology, 605
Journal articleImproving generalisation capability of artificial intelligence-based solar radiation estimator models using a bio-inspired optimisation algorithm and multi-model approach
Roozbeh Moazenzadeh, Babak Mohammadi, Zheng Duan, Mahdi Delghandi
(2022) Environmental Science and Pollution Research, 29 p.27719-27737
Journal articleApplication of ERA-Interim, empirical models, and an artificial intelligence-based model for estimating daily solar radiation
Babak Mohammadi, Roozbeh Moazenzadeh, Quoc Bao Pham, Nadhir Al-Ansari, Khalil Ur Rahman, et al.
(2022) Ain Shams Engineering Journal, 13
Journal articlePerformance Evaluation of Six Gridded Precipitation Products throughout Iran Using Ground Observations over the Last Two Decades (2000–2020)
Arsalan Ghorbanian, Ali Mohammadzadeh, Sadegh Jamali, Zheng Duan
(2022) Remote Sensing, 14
Journal articleEvaluating the impact of the environment on depleting groundwater resources: a case study from a semi-arid and arid climatic region
Khalil Ur Rahman, Anwar Hussain, Nuaman Ejaz, Muhammad Shahid, Zheng Duan, et al.
(2022) Hydrological Sciences Journal
Journal articleRisk assessment for comprehensive meteorological disaster of winter wheat based on multisource gridded data : A case study in the upper Huaihe River basin, China
Mingjie Zhao, Xiaofang Shi, Xiaolin Sun, Ke Jin, Zheng Duan, et al.
(2022) International Journal of Climatology
Journal articleStatistical uncertainty analysis-based precipitation merging (SUPER) : A new framework for improved global precipitation estimation
Jianzhi Dong, Wade T. Crow, Xi Chen, Natthachet Tangdamrongsub, Man Gao, et al.
(2022) Remote Sensing of Environment, 283
Journal articleAssessing the effects of time interpolation of ndvi composites on phenology trend estimation
Xueying Li, Wenquan Zhu, Zhiying Xie, Pei Zhan, Xin Huang, et al.
(2021) Remote Sensing, 13
Journal articleEvaluating the added value of multi-variable calibration of SWAT with remotely sensed evapotranspiration data for improving hydrological modeling
Suraj Shah, Zheng Duan, Xianfeng Song, Runkui Li, Huihui Mao, et al.
(2021) Journal of Hydrology, 603
Journal articleDevelopment of boosted machine learning models for estimating daily reference evapotranspiration and comparison with empirical approaches
Saeid Mehdizadeh, Babak Mohammadi, Quoc Bao Pham, Zheng Duan
(2021) Water, 13
Journal articleMapping regional surface water volume variation in reservoirs in northeastern Brazil during 2009–2017 using high-resolution satellite images
Shuping Zhang, Saskia Foerster, Pedro Medeiros, José Carlos de Araújo, Zheng Duan, et al.
(2021) Science of the Total Environment, 789
Journal articleA novel multi-source data fusion method based on Bayesian inference for accurate estimation of chlorophyll-a concentration over eutrophic lakes
Cheng Chen, Qiuwen Chen, Gang Li, Mengnan He, Jianwei Dong, et al.
(2021) Environmental Modelling and Software, 141
Journal articleImpacts of climate change and anthropogenic activities on vegetation change : Evidence from typical areas in China
Kaiyuan Zheng, Linshan Tan, Yanwei Sun, Yanjuan Wu, Zheng Duan, et al.
(2021) Ecological Indicators, 126
Journal articleIntegration of remote sensing and Mexican water quality monitoring system using an extreme learning machine
Leonardo F. Arias-Rodriguez, Zheng Duan, José de Jesús Díaz-Torres, Mónica Basilio Hazas, Jingshui Huang, et al.
(2021) Sensors, 21
Journal articleImproved soil hydrological modeling with the implementation of salt-induced freezing point depression in CoupModel : Model calibration and validation
Mousong Wu, Qiang Zhao, Per Erik Jansson, Jingwei Wu, Xiao Tan, et al.
(2021) Journal of Hydrology, 596
Journal articleAssessing glacier retreat and its impact on water resources in a headwater of Yangtze River based on CMIP6 projections
Hongkai Gao, Zijing Feng, Tong Zhang, Yuzhe Wang, Xiaobo He, et al.
(2021) Science of the Total Environment, 765
Journal articleA novel hybrid dragonfly optimization algorithm for agricultural drought prediction
Pouya Aghelpour, Babak Mohammadi, Saeid Mehdizadeh, Hadigheh Bahrami-Pichaghchi, Zheng Duan
(2021) Stochastic Environmental Research and Risk Assessment, 35 p.2459-2477
Journal articleBistatic scattering simulations of circular and linear polarizations over land surface for signals of opportunity reflectometry
Xuerui Wu, Yezhi Song, Jin Xu, Zheng Duan, Shuanggen Jin
(2021) Geoscience Letters, 8
Journal article (comment)Spatiotemporal changes of terrestrial water storage and possible causes in the closed Qaidam Basin, China using GRACE and GRACE Follow-On data
Linyong Wei, Shanhu Jiang, Liliang Ren, Hongbing Tan, Wanquan Ta, et al.
(2021) Journal of Hydrology, 598
Journal articleImproving streamflow simulation by combining hydrological process-driven and artificial intelligence-based models
Babak Mohammadi, Roozbeh Moazenzadeh, Kevin Christian, Zheng Duan
(2021) Environmental Science and Pollution Research
Journal articleUsing integrated hydrological models to assess the impacts of climate change on discharges and extreme flood events in the upper yangtze river basin
Yanjuan Wu, Gang Luo, Cai Chen, Zheng Duan, Chao Gao
(2021) Water, 13
Journal articlePermafrost Hydrology of the Qinghai-Tibet Plateau : A Review of Processes and Modeling
Hongkai Gao, Jingjing Wang, Yuzhong Yang, Xicai Pan, Yongjian Ding, et al.
(2021) Frontiers in Earth Science, 8
Journal article reviewMapping diurnal cycles of precipitation over China through clustering
Junzhi Liu, Lei Yang, Jingchao Jiang, Weihua Yuan, Zheng Duan
(2021) Journal of Hydrology, 592
Journal articleA new machine learning approach in detecting the oil palm plantations using remote sensing data
Kaibin Xu, Jing Qian, Zengyun Hu, Zheng Duan, Chaoliang Chen, et al.
(2021) Remote Sensing, 13 p.1-17
Journal articleImpact of temporal precipitation variability on ecosystem productivity
Junzhi Liu, Xuanlong Ma, Zheng Duan, Jingchao Jiang, Markus Reichstein, et al.
(2020) Wiley Interdisciplinary Reviews: Water, 7
Journal article reviewPreliminary utility of the retrospective IMERG precipitation product for large-scale drought monitoring over Mainland China
Linyong Wei, Shanhu Jiang, Liliang Ren, Linqi Zhang, Menghao Wang, et al.
(2020) Remote Sensing, 12
Journal articleMonitoring water quality of Valle de Bravo reservoir, Mexico, using entire lifespan of meris data and machine learning approaches
Leonardo F. Arias-Rodriguez, Zheng Duan, Rodrigo Sepúlveda, Sergio I. Martinez-Martinez, Markus Disse
(2020) Remote Sensing, 12
Journal articleAn instrument variable based algorithm for estimating cross-correlated hydrological remote sensing errors
Jianzhi Dong, Lingna Wei, Xi Chen, Zheng Duan, Yang Lu
(2020) Journal of Hydrology, 581
Journal articleComparison of Different Methods for Spatial Downscaling of GPM IMERG V06B Satellite Precipitation Product Over a Typical Arid to Semi-Arid Area
Cheng Chen, Qiuwen Chen, Binni Qin, Shuhe Zhao, Zheng Duan
(2020) Frontiers in Earth Science, 8
Journal articleEvaluation of TMPA satellite precipitation in driving VIC hydrological model over the upper Yangtze river basin
Bin Zhu, Yuhan Huang, Zengxin Zhang, Rui Kong, Jiaxi Tian, et al.
(2020) Water, 12
Journal articlePerformance of multiple satellite precipitation estimates over a typical arid mountainous area of China : Spatiotemporal patterns and extremes
Cheng Chen, Zhe Li, Yina Song, Zheng Duan, Kangle Mo, et al.
(2020) Journal of Hydrometeorology, 21 p.533-550
Journal articleStepwise modeling and the importance of internal variables validation to test model realism in a data scarce glacier basin
Hongkai Gao, Jianzhi Dong, Xi Chen, Huayang Cai, Zhiyong Liu, et al.
(2020) Journal of Hydrology, 591
Journal articleEvaluation and Hydrological Application of CMADS Reanalysis Precipitation Data against Four Satellite Precipitation Products in the Upper Huaihe River Basin, China
Shanhu Jiang, Ruolan Liu, Liliang Ren, Menghao Wang, Junchao Shi, et al.
(2020) Journal of Meteorological Research, 34 p.1096-1113
Journal articleDetection and attribution of flood responses to precipitation change and urbanization : A case study in Qinhuai River Basin, Southeast China
Guodong Bian, Jinkang Du, Mingming Song, Xueliang Zhang, Xingqi Zhang, et al.
(2020) Hydrology Research, 51 p.351-365
Journal articleCan We Use Satellite-Based FAPAR to Detect Drought?
Jian Peng, Jan Peter Muller, Simon Blessing, Ralf Giering, Olaf Danne, et al.
(2019) Sensors (Basel, Switzerland), 19
Journal articleThe vertical influence of temperature and precipitation on snow cover variability in the Central Tianshan Mountains, Northwest China
Senyao Wu, Xueliang Zhang, Jinkang Du, Xiaobing Zhou, Ye Tuo, et al.
(2019) Hydrological Processes, 33 p.1686-1697
Journal articleA double instrumental variable method for geophysical product error estimation
Jianzhi Dong, Wade T. Crow, Zheng Duan, Lingna Wei, Yang Lu
(2019) Remote Sensing of Environment, 225 p.217-228
Journal articleThe impact of the Madden-Julian Oscillation on hydrological extremes
Jian Peng, Simon Dadson, Guoyong Leng, Zheng Duan, Thomas Jagdhuber, et al.
(2019) Journal of Hydrology, 571 p.142-149
Journal articleSpatiotemporal analysis of nonlinear trends in precipitation over Germany during 1951–2013 from multiple observation-based gridded products
Zheng Duan, Qiuwen Chen, Cheng Chen, Junzhi Liu, Hongkai Gao, et al.
(2019) International Journal of Climatology, 39 p.2120-2135
Journal articleEnhancing SWAT with remotely sensed LAI for improved modelling of ecohydrological process in subtropics
Tianxiao Ma, Zheng Duan, Runkui Li, Xianfeng Song
(2019) Journal of Hydrology, 570 p.802-815
Journal articleGlobal sensitivity analysis of the APSIM-Oryza rice growth model under different environmental conditions
Junzhi Liu, Zhangcong Liu, A. Xing Zhu, Fang Shen, Qiuliang Lei, et al.
(2019) Science of the Total Environment, 651 p.953-968
Journal articleHydrologic evaluation of TRMM and GPM IMERG satellite-based precipitation in a humid basin of China
Zengxin Zhang, Jiaxi Tian, Yuhan Huang, Xi Chen, Sheng Chen, et al.
(2019) Remote Sensing, 11
Journal articleHydrological evaluation of open-access precipitation and air temperature datasets using SWAT in a poorly gauged basin in Ethiopia
Zheng Duan, Ye Tuo, Junzhi Liu, Hongkai Gao, Xianfeng Song, et al.
(2019) Journal of Hydrology, 569 p.612-626
Journal articleVariations of Lake Ice Phenology on the Tibetan Plateau From 2001 to 2017 Based on MODIS Data
Yu Cai, Chang Qing Ke, Xingong Li, Guoqing Zhang, Zheng Duan, et al.
(2019) Journal of Geophysical Research: Atmospheres, 124 p.825-843
Journal articleSpatial evaluation of L-band satellite-based soil moisture products in the upper Huai River basin of China
Liming Zhu, Junzhi Liu, A. Xing Zhu, Zheng Duan
(2019) European Journal of Remote Sensing, 52 p.194-205
Journal article reviewGroundwater depletion estimated from GRACE : A challenge of sustainable development in an arid region of Central Asia
Zengyun Hu, Qiming Zhou, Xi Chen, Deliang Chen, Jianfeng Li, et al.
(2019) Remote Sensing, 11
Journal articleModelling glacier variation and its impact on water resource in the Urumqi Glacier No. 1 in Central Asia
Hongkai Gao, Hong Li, Zheng Duan, Ze Ren, Xiaoyu Meng, et al.
(2018) Science of the Total Environment, 644 p.1160-1170
Journal articleAnalysis of combined and isolated effects of land-use and land-cover changes and climate change on the upper Blue Nile River basin's streamflow
Dagnenet Fenta Mekonnen, Zheng Duan, Tom Rientjes, Markus Disse
(2018) Hydrology and Earth System Sciences, 22 p.6187-6207
Journal articleChanges of Grassland Rain use efficiency and NDVI in Northwestern China from 1982 to 2013 and its response to climate change
Juan Chang, Jiaxi Tian, Zengxin Zhang, Xi Chen, Yizhao Chen, et al.
(2018) Water, 10
Journal articleThe response of lake area and vegetation cover variations to climate change over the Qinghai-Tibetan Plateau during the past 30 years
Zengxin Zhang, Juan Chang, Chong Yu Xu, Yang Zhou, Yanhong Wu, et al.
(2018) Science of the Total Environment, 635 p.443-451
Journal articleEstimation of lake outflow from the poorly gauged Lake Tana (Ethiopia) using satellite remote sensing data
Zheng Duan, Hongkai Gao, Changqing Ke
(2018) Remote Sensing, 10
Journal articleA robust Multi-Band Water Index (MBWI) for automated extraction of surface water from Landsat 8 OLI imagery
Xiaobiao Wang, Shunping Xie, Xueliang Zhang, Cheng Chen, Hao Guo, et al.
(2018) International Journal of Applied Earth Observation and Geoinformation, 68 p.73-91
Journal articleMultiscale comparative evaluation of the GPM IMERG v5 and TRMM 3B42 v7 precipitation products from 2015 to 2017 over a climate transition area of China
Cheng Chen, Qiuwen Chen, Zheng Duan, Jianyun Zhang, Kangle Mo, et al.
(2018) Remote Sensing, 10
Journal articleSpatial distribution of Diurnal rainfall variation in summer over China
Liming Zhu, Junzhi Liu, A. Xing Zhu, Meiling Sheng, Zheng Duan
(2018) Journal of Hydrometeorology, 19 p.667-678
Journal articleUnderstanding the impacts of catchment characteristics on the shape of the storage capacity curve and its influence on flood flows
Hongkai Gao, Huayang Cai, Zheng Duan
(2018) Hydrology Research, 49 p.90-106
Journal articleMonitoring ice variations in Qinghai Lake from 1979 to 2016 using passive microwave remote sensing data
Yu Cai, Chang Qing Ke, Zheng Duan
(2017) Science of the Total Environment, 607-608 p.120-131
Journal articleAssessment of GPM and TRMM precipitation products over Singapore
Mou Leong Tan, Zheng Duan
(2017) Remote Sensing, 9
Journal articleCharacterization of droughts during 2001–2014 based on remote sensing : A case study of Northeast China
Dianmin Cong, Shuhe Zhao, Cheng Chen, Zheng Duan
(2017) Ecological Informatics, 39 p.56-67
Journal articleEvaluation of three energy balance-based evaporation models for estimating monthly evaporation for five lakes using derived heat storage changes from a hysteresis model
Zheng Duan, W. G.M. Bastiaanssen
(2017) Environmental Research Letters, 12
Journal articleExtreme Precipitation and Floods : Monitoring, Modelling, and Forecasting
Zheng Duan, Hongkai Gao, Mouleong Tan
(2017) Advances in Meteorology, 2017
Journal article reviewEvaluation of precipitation input for SWAT modeling in Alpine catchment : A case study in the Adige river basin (Italy)
Ye Tuo, Zheng Duan, Markus Disse, Gabriele Chiogna
(2016) Science of the Total Environment, 573 p.66-82
Journal articleEvaluation of eight high spatial resolution gridded precipitation products in Adige Basin (Italy) at multiple temporal and spatial scales
Zheng Duan, Junzhi Liu, Ye Tuo, Gabriele Chiogna, Markus Disse
(2016) Science of the Total Environment, 573 p.1536-1553
Journal articleAn Improved Spatial Downscaling Procedure for TRMM 3B43 Precipitation Product Using Geographically Weighted Regression
Cheng Chen, Shuhe Zhao, Zheng Duan, Zhihao Qin
(2015) IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8 p.4592-4604
Journal articleComparison of four algorithms to retrieve land surface temperature using Landsat 8 satellite
Ting Song, Zheng Duan, Junzhi Liu, Junzhe Shi, Fei Yan, et al.
(2015) Yaogan Xuebao/Journal of Remote Sensing, 19 p.451-464
Journal articleImpacts de l’utilisation des sols et de la variabilité climatique sur les composantes hydrologiques dans le bassin du fleuve Johor, en Malaisie
Mou Leong Tan, Ab Latif Ibrahim, Zulkifli Yusop, Zheng Duan, Lloyd Ling
(2015) Hydrological Sciences Journal, 60 p.873-889
Journal articleThe environmental sustainability of nations : Benchmarking the carbon, water and land footprints against allocated planetary boundaries
Kai Fang, Reinout Heijungs, Zheng Duan, Geert R. De Snoo
(2015) Sustainability (Switzerland), 7 p.11285-11305
Journal articleEvaluation of three satellite precipitation products TRMM 3B42, CMORPH, and PERSIANN over a subtropical watershed in China
Junzhi Liu, Zheng Duan, Jingchao Jiang, A. Xing Zhu
(2015) Advances in Meteorology, 2015
Journal articleEvaluation of six high-resolution satellite and ground-based precipitation products over Malaysia
Mou Leong Tan, Ab Latif Ibrahim, Zheng Duan, Arthur P. Cracknell, Vincent Chaplot
(2015) Remote Sensing, 7 p.1504-1528
Journal articleA new empirical procedure for estimating intra-annual heat storage changes in lakes and reservoirs : Review and analysis of 22 lakes
Zheng Duan, W. G.M. Bastiaanssen
(2015) Remote Sensing of Environment, 156 p.143-156
Journal articleEstimation of reservoir discharges from Lake Nasser and Roseires Reservoir in the Nile Basin using satellite altimetry and imagery data
Eric Muala, Yasir A. Mohamed, Zheng Duan, Pieter van der Zaag
(2014) Remote Sensing, 6 p.7522-7545
Journal articleEarth observation based assessment of the water production and water consumption of Nile basin agro-ecosystems
Wim G.M. Bastiaanssen, Poolad Karimi, Lisa Maria Rebelo, Zheng Duan, Gabriel Senay, et al.
(2014) Remote Sensing, 6 p.10306-10334
Journal articleCharacterizing spatial and temporal variations of surface temperature of Lake Tana (Ethiopia) using MODIS data
Zheng Duan, W. G.M. Bastiaanssen
(2013) International Geoscience and Remote Sensing Symposium (IGARSS) , p.3781-3784
Conference paperIcesat-derived water level variations of roseires reservoir (Sudan) in the Nile Basin
Zheng Duan, W. G.M. Bastiaanssen, Eric Muala
(2013) International Geoscience and Remote Sensing Symposium (IGARSS) , p.2884-2887
Conference paperEffects of climate variability on evaporation in Dongping Lake, China, during 2003-2010
Yuan Rong, Hongbo Su, Renhua Zhang, Zheng Duan
(2013) Advances in Meteorology, 2013
Journal articleFirst results from Version 7 TRMM 3B43 precipitation product in combination with a new downscaling--calibration procedure
Zheng Duan, WGM Bastiaanssen
(2013) Remote Sensing of Environment, 131 p.1-13
Journal articleEstimating water volume variations in lakes and reservoirs from four operational satellite altimetry databases and satellite imagery data
Zheng Duan, W.G.M. Bastiaanssen
(2013) Remote Sensing of Environment, 134 p.403-416
Journal articleMonthly and annual validation of TRMM Mulitisatellite Precipitation Analysis (TMPA) products in the Caspian Sea Region for the period 1999-2003
Zheng Duan, W. G.M. Bastiaanssen, Junzhi Liu
(2012) , p.3696-3699
Conference paperComparison of artificial neural networks and support vector machine classifiers for land cover classification in Northern China using a SPOT-5 HRG image
Xianfeng Song, Zheng Duan, Xiaoguang Jiang
(2012) International Journal of Remote Sensing, 33 p.3301-3320
Journal articleUsing fuzzy approach to build a continuous relationship between SCS curve number and soil properties
Runkui Li, Xianfeng Song, Zheng Duan, Ming Peng
(2011) Proceedings - 2011 19th International Conference on Geoinformatics, Geoinformatics 2011
Conference paperIntegration of remotely sensed C factor into SWAT for modelling sediment yield
Xianfeng Song, Zheng Duan, Yasuyuki Kono, Mingyu Wang
(2011) Hydrological Processes, 25 p.3387-3398
Journal articleEstimation of the cover and management factor for modeling soil erosion using remote sensing
Xian Feng Song, Zheng Duan, Hai Shan Niu, Yasuyuki Kono
(2009) Beijing Linye Daxue Xuebao/Journal of Beijing Forestry University, 31 p.58-63
Journal articleApplication of SWAT for sediment yield estimation in a mountainous agricultural basin
Zheng Duan, Xianfeng Song
(2009) 2009 17th International Conference on Geoinformatics, Geoinformatics 2009
Conference paper