基本情况

张佳华，中国科学院遥感与数字地球研究所研究员。

研究领域

全球变化遥感及其区域响应、气候与水文灾害遥感监测、气候环境参数反演与气候系统水-热-碳循环遥感、土地覆盖与土地利用变化遥感、植被生态过程参数反演和生物量模拟、湿地、高原与城市生态遥感过程模拟、定量遥感参数反演和模拟

教育背景

1995年至1998年 博士，中国科学院遥感应用研究所

1992年至1995年 硕士，中国科学院植物研究所

论文发表

1. Xiaotian F, Jiahua Z, Xiang Y, Shichao Z, Delong K, Xiaopeng W, Shawkat A, Hidayat U, Nuo X, et al. Accurate Estimation of Suspended Sediment Concentration Integrated Remote Sensing Information and a Novel Stacking Machine Learning Model[J], Stochastic Environmental Research and Risk Assessment, 2025, 39(4): 1517-1535.
2. Dongkai Y, Xudong S, Jiahua Z, Xiao-Di S, et al. Dual-View Structural Similarity Subspace Clustering for Hyperspectral Band Selection[J], IEEE Geoscience and Remote Sensing Letters, 2025, 22: 1-5.
3. Ayalkibet M S, Huadong G, Jiahua Z, Jiaqi H, Eyale B, Gebiaw T A, Habtamu T W, Olfa T B, Fabien M, Kidane W R, et al. Evaluating the Future Total Water Storage Change and Hydrological Drought under Climate Change over Lake Basins, East Africa[J], Journal of cleaner production, 2024, 447: 141552-141552.
4. Yilin B, Xiangtian M, Huanjun L, Xianglei M, Mingming X, Dan C, Jiahua Z, Fengmei Y, et al. Assessing the Improvement Potentials of Climate Model Partitioning and Time-Variant Feature Extraction for Soil Organic Carbon Prediction[J], Catena, 2024, 241: 108014-108014.
5. Xin Z, Sha Z, Jiahua Z, Shanshan Y, Jiaojiao H, Xianye M, Yun B, et al. Prediction of Large-Scale Regional Evapotranspiration Based on Multi-Scale Feature Extraction and Multi-Headed Self-Attention[J], Remote sensing, 2024, 16(7): 1235-1235.
6. Baijia F, Xudong S, Chuanyu C, Jiahua Z, Xiaodi S, et al. Structure-Preserved and Weakly Redundant Band Selection for Hyperspectral Imagery[J], IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17: 12490-12504.
7. Danwen Z, Linjun L, Xuan L, Jiahua Z, Sha Z, Shanshan Y, et al. Spatial Downscaling of ESA CCI Soil Moisture Data Based on Deep Learning with an Attention Mechanism[J], Remote sensing, 2024, 16(8): 1394-1394.
8. Sha Z, Yun B, Jiahua Z, Xin Z, Shawkat A, Hidayat U, et al. Intercomparison of Gross Primary Productivity in Spatio-Temporal Distribution over a Typical Tropical Region Based on Different Datasets[J], Environmental science and pollution research international, 2024, 31(50): 60650-60667.
9. Ali S A, Jiahua Z, Fengmei Y, Mohammed M H, Ali R A, Abdulkarem Q D, Yousef A A, Fursan T, Shamsuddin S, et al. Quantifying the Stochastic Trends of Climate Extremes over Yemen: a Comprehensive Assessment Using ERA5 Data[J], Stochastic Environmental Research and Risk Assessment, 2024: 1-18.
10. Jiajie W, Xiaopeng W, Jiahua Z, Xiaodi S, Yuyi C, Yiping F, Bingbing T, et al. Soil Salinity Inversion in Yellow River Delta by Regularized Extreme Learning Machine Based on ICOA[J], Remote sensing, 2024, 16(9): 1565-1565.
11. Lijun J, Jiahua Z, Quan L, Xianglei M, Lamei S, Da Z, Mingming X, et al. Spatiotemporal Variations of the Global Compound Heat Wave and the Drivers of Its Spatial Heterogeneity[J], Journal of cleaner production, 2023, 408
12. Luo Y, Zhang J, Yu M, Liang X, Xia R, Gao Y, Gao X, Yin J, et al. On the Influences of Urbanization on the Extreme Rainfall over Zhengzhou on 20 July 2021: A Convection-Permitting Ensemble Modeling Study[J], Advances in atmospheric sciences, 2023, 40(3): 393-409.
13. Shahzad A, Huang A Q, Malak H, Zhang S, Fahim U K, Muhammad S, Jiahua Z, et al. Remote Sensing Strategies to Monitoring Land Use Maps with AVHRR and MODIS Data over the South Asia Regions[J], Environmental science and pollution research international, 2023, 30(11): 31718-31731.
14. Sha Z, Shan-shan Y, Jing-wen W, Xi-fang W, Malak H, Tehseen J, Jia-hua Z, Yun B, et al. Integrating a Novel Irrigation Approximation Method with a Process-Based Remote Sensing Model to Estimate Multi-Years' Winter Wheat Yield over the North China Plain[J], Journal of Integrative Agriculture, 2023, 22(9): 2865-2881.
15. Mohammad H A, Ahmed A, Mohd Y I, Samir S D, Zhang J, Juha M A, et al. Modeling the Influence of Daily Temperature and Precipitation Extreme Indices on Vegetation Dynamics in Katsina State Using Statistical Downscaling Model (SDM)[J], Ecological indicators, 2023, 155: 110979-110979.
16. Zhenjiang W, Fengmei Y, Jiahua Z, Enhua M, Liping Y, Zhaowei D, et al. Genetic Programming Guided Mapping of Forest Canopy Height by Combining LiDAR Satellites with Sentinel-1/2, Terrain, and Climate Data[J], Remote sensing, 2023, 16(1): 110-110.
17. Ruize X, Jiahua Z, Jingwen W, Fengmei Y, Sha Z, et al. Quantitative Assessment of Factors Influencing the Spatiotemporal Variation in Carbon Dioxide Fluxes Simulated by Multi-Source Remote Sensing Data in Tropical Vegetation[J], Remote sensing, 2023, 15(24)
18. Lulu Y, Xiaopeng W, Jiahua Z, Xiang Y, Shichao Z, Qiang L, et al. Prediction of Sea Surface Chlorophyll-a Concentrations Based on Deep Learning and Time-Series Remote Sensing Data[J], REMOTE SENSING, 2023, 15(18)
19. Jingwen W, Jinsong C, Jiahua Z, Shanshan Y, Sha Z, Yun B, Ruize X, et al. Consistency and Uncertainty of Remote Sensing-Based Approaches for Regional Yield Gap Estimation: A Comprehensive Assessment of Process-Based and Data-Driven Models[J], Field Crops Research, 2023, 302
20. Adeel A, Jiahua Z, Barjeece B, Kashif M, Faisal M, et al. Exploring Vegetation Trends and Restoration Possibilities in Pakistan by Using Hurst Exponent[J], Environmental science and pollution research international, 2023, 30(40): 91915-91928.
21. Wenli W, Jiahua Z, Yun B, Sha Z, Shanshan Y, Malak H, Ayalkibet M S, Lkhagvadorj N, et al. Aboveground Biomass Dynamics of a Coastal Wetland Ecosystem Driven by Land Use/Land Cover Transformation[J], Remote sensing, 2023, 15(16)
22. Wilson K, Jiahua Z, Tertsea I, Malak H, Narcisse M, Deborah N, Mycline U, et al. Spatial and Temporal Heterogeneity of Air Pollution in East Africa.[J], Science of the Total Environment, 2023, 886