10
Views
42
CrossRef citations to date
0
Altmetric
Original Articles

Development of a Chinese land data assimilation system: its progress and prospects

, , , , , , , , & show all
Pages 881-892 | Accepted 23 Jan 2007, Published online: 30 Aug 2007

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (4)

Yihan Zhang, Xia Li, Xiaoping Liu & Jigang Qiao. (2015) Self-modifying CA model using dual ensemble Kalman filter for simulating urban land-use changes. International Journal of Geographical Information Science 29:9, pages 1612-1631.
Read now
Kun Wang, Ronglin Tang & Zhao-Liang Li. (2013) Comparison of integrating LAS/MODIS data into a land surface model for improved estimation of surface variables through data assimilation. International Journal of Remote Sensing 34:9-10, pages 3193-3207.
Read now
Lishan Ran, Xixi Lu & Jianchu Xu. (2013) Effects of Vegetation Restoration on Soil Conservation and Sediment Loads in China: A Critical Review. Critical Reviews in Environmental Science and Technology 43:13, pages 1384-1415.
Read now
Xin Li, Zhuotong Nan, Guodong Cheng, Yongjian Ding, Lizong Wu, Liangxu Wang, Jian Wang, Youhua Ran, Hongxing Li, Xiaoduo Pan & Zhongming Zhu. (2011) Toward an improved data stewardship and service for environmental and ecological science data in West China. International Journal of Digital Earth 4:4, pages 347-359.
Read now

Articles from other publishers (38)

Yaping Mo, Yongming Xu, Yonghong Liu, Yan Xin & Shanyou Zhu. (2023) Comparison of gap-filling methods for producing all-weather daily remotely sensed near-surface air temperature. Remote Sensing of Environment 296, pages 113732.
Crossref
Shuai Sun, Chunxiang Shi, Xiao Liang, Shuai Zhang, Junxia Gu, Shuai Han, Hui Jiang, Bin Xu, Qingbo Yu, Yujing Liang & Shuai Deng. (2023) The Evaluation of Snow Depth Simulated by Different Land Surface Models in China Based on Station Observations. Sustainability 15:14, pages 11284.
Crossref
Shengyue Dong, Jie Cheng, Jiancheng Shi, Chunxiang Shi, Shuai Sun & Weihan Liu. (2022) A Data Fusion Method for Generating Hourly Seamless Land Surface Temperature from Himawari-8 AHI Data. Remote Sensing 14:20, pages 5170.
Crossref
Xinlei He, Shaomin Liu, Tongren Xu, Kailiang Yu, Pierre Gentine, Zhe Zhang, Ziwei Xu, Dandan Jiao & Dongxing Wu. (2022) Improving predictions of evapotranspiration by integrating multi-source observations and land surface model. Agricultural Water Management 272, pages 107827.
Crossref
Lijun Chao, Ke Zhang, Sheng Wang, Zhao Gu, Junzeng Xu & Hongjun Bao. (2022) Assimilation of surface soil moisture jointly retrieved by multiple microwave satellites into the WRF-Hydro model in ungauged regions: Towards a robust flood simulation and forecasting. Environmental Modelling & Software 154, pages 105421.
Crossref
Zhiguo Chang, Weiguang Zhang, Gang Zhao, Fa Dong & Xinyu Geng. (2022) Aging Stability Analysis of Slope Considering Cumulative Effect of Freeze–Thaw Damage—A Case Study. Minerals 12:5, pages 598.
Crossref
Xiaoli Hu, Feng Liu, Yuan Qi, Jinlong Zhang & Xin Li. (2022) A novel strategy to assimilate category variables in land-use models based on Dirichlet distribution. Environmental Modelling & Software 149, pages 105324.
Crossref
Xin Li, Hanqing Ma, Youhua Ran, Xufeng Wang, Gaofeng Zhu, Feng Liu, Honglin He, Zhen Zhang & Chunlin Huang. (2021) Terrestrial carbon cycle model-data fusion: Progress and challenges. Science China Earth Sciences 64:10, pages 1645-1657.
Crossref
Tongren Xu, Fei Chen, Xinlei He, Michael Barlage, Zhe Zhang, Shaomin Liu & Xiangping He. (2021) Improve the Performance of the Noah‐MP‐Crop Model by Jointly Assimilating Soil Moisture and Vegetation Phenology Data. Journal of Advances in Modeling Earth Systems 13:7.
Crossref
Feng Liu, Liangxu Wang, Xin Li & Chunlin Huang. (2020) ComDA: A common software for nonlinear and Non-Gaussian Land Data Assimilation. Environmental Modelling & Software 127, pages 104638.
Crossref
Dongdong Yan, Tianya Liu, Wenjie Dong, Xiaohan Liao, Siqiong Luo, Kai Wu, Xian Zhu, Zhiyuan Zheng & Xiaohang Wen. (2020) Integrating remote sensing data with WRF model for improved 2-m temperature and humidity simulations in China. Dynamics of Atmospheres and Oceans 89, pages 101127.
Crossref
Miao Fang & Xin Li. (2016) Paleoclimate data assimilation: Its motivation, progress and prospects. Science China Earth Sciences 59:9, pages 1817-1826.
Crossref
Kun Yang, La Zhu, Yingying Chen, Long Zhao, Jun Qin, Hui Lu, Wenjun Tang, Menglei Han, Baohong Ding & Nan Fang. (2016) Land surface model calibration through microwave data assimilation for improving soil moisture simulations. Journal of Hydrology 533, pages 266-276.
Crossref
Weijing Chen, Chunlin Huang, Huanfeng Shen & Xin Li. (2015) Comparison of ensemble-based state and parameter estimation methods for soil moisture data assimilation. Advances in Water Resources 86, pages 425-438.
Crossref
ShengLei Zhang, LiangFu Chen, Lin Su & Li Jia. (2015) A data assimilation-based method for optimizing parameterization schemes in a land surface process model. Science China Earth Sciences 58:12, pages 2220-2235.
Crossref
Xin Tian, Zengyuan Li, Erxue Chen, Qinhuo Liu, Guangjian Yan, Jindi Wang, Zheng Niu, Shaojie Zhao, Xin Li, Yong Pang, Zhongbo Su, Christiaan van der Tol, Qingwang Liu, Chaoyang Wu, Qing Xiao, Le Yang, Xihan Mu, Yanchen Bo, Yonghua Qu, Hongmin Zhou, Shuai Gao, Linna Chai, Huaguo Huang, Wenjie Fan, Shihua Li, Junhua Bai, Lingmei Jiang & Ji Zhou. (2015) The Complicate Observations and Multi-Parameter Land Information Constructions on Allied Telemetry Experiment (COMPLICATE). PLOS ONE 10:9, pages e0137545.
Crossref
X. Han, X. Li, G. He, P. Kumbhar, C. Montzka, S. Kollet, T. Miyoshi, R. Rosolem, Y. Zhang, H. Vereecken & H.-J. H. Franssen. (2015) DasPy 1.0 – the Open Source Multivariate Land Data Assimilation Framework in combination with the Community Land Model 4.5. Geoscientific Model Development Discussions 8:8, pages 7395-7444.
Crossref
Qin Sun, ZhengHui Xie & XiangJun Tian. (2015) GRACE terrestrial water storage data assimilation based on the ensemble four-dimensional variational method PODEn4DVar: Method and validation. Science China Earth Sciences 58:3, pages 371-384.
Crossref
Xujun Han, Xin Li, Riccardo Rigon, Rui Jin & Stefano Endrizzi. (2015) Soil Moisture Estimation by Assimilating L-Band Microwave Brightness Temperature with Geostatistics and Observation Localization. PLOS ONE 10:1, pages e0116435.
Crossref
Yan Li, Qingguo Zhou, Jian Zhou, Gaofeng Zhang, Chong Chen & Jing Wang. (2014) Assimilating remote sensing information into a coupled hydrology-crop growth model to estimate regional maize yield in arid regions. Ecological Modelling 291, pages 15-27.
Crossref
Long Zhao, Kun Yang, Jun Qin, Yingying Chen, Wenjun Tang, Hui Lu & Zong-Liang Yang. (2014) The scale-dependence of SMOS soil moisture accuracy and its improvement through land data assimilation in the central Tibetan Plateau. Remote Sensing of Environment 152, pages 345-355.
Crossref
Jiang Zhiwei, Liu Jia, Chen Zhongxin & Sun Liang. (2014) A review of data assimilation of crop growth simulation based on remote sensing information. A review of data assimilation of crop growth simulation based on remote sensing information.
Fangni Lei, Chunlin Huang, Huanfeng Shen & Xin Li. (2014) Improving the estimation of hydrological states in the SWAT model via the ensemble Kalman smoother: Synthetic experiments for the Heihe River Basin in northwest China. Advances in Water Resources 67, pages 32-45.
Crossref
Xin Li. (2013) Characterization, controlling, and reduction of uncertainties in the modeling and observation of land-surface systems. Science China Earth Sciences 57:1, pages 80-87.
Crossref
Jing Wang, Xin Li, Ling Lu & Feng Fang. (2013) Estimating near future regional corn yields by integrating multi-source observations into a crop growth model. European Journal of Agronomy 49, pages 126-140.
Crossref
Shuwen Zhang, Yanhua Liu & Weidong Zhang. (2013) Ensemble square root filter assimilation of near-surface soil moisture and reference-level observations into a coupled land surface-boundary layer model. Acta Meteorologica Sinica 27:4, pages 541-555.
Crossref
Yulong Bai, Xin Li & Chunlin Huang. (2013) Handling error propagation in sequential data assimilation using an evolutionary strategy. Advances in Atmospheric Sciences 30:4, pages 1096-1105.
Crossref
Xujun Han, Xin Li, Yanlin Zhang & Jian Kang. (2012) A multi-sources data assimilation system for catchment scale research. A multi-sources data assimilation system for catchment scale research.
X. Han, X. Li, H. J. Hendricks Franssen, H. Vereecken & C. Montzka. (2012) Spatial horizontal correlation characteristics in the land data assimilation of soil moisture. Hydrology and Earth System Sciences 16:5, pages 1349-1363.
Crossref
X. Han, X. Li, H. J. Hendricks Franssen, H. Vereecken & C. Montzka. (2011) Spatial horizontal correlation characteristics in the land data assimilation of soil moisture and surface temperature. Hydrology and Earth System Sciences Discussions 8:5, pages 8831-8864.
Crossref
Yulong Bai & Xin Li. (2011) Evolutionary Algorithm-Based Error Parameterization Methods for Data Assimilation. Monthly Weather Review 139:8, pages 2668-2685.
Crossref
Ya-Qiu Jin, Naimeng Lu & Minseng Lin. (2010) Advancement of Chinese Meteorological Feng-Yun (FY) and Oceanic Hai-Yang (HY) Satellite Remote Sensing. Proceedings of the IEEE 98:5, pages 844-861.
Crossref
Rui Jin & Xin Li. (2009) Improving the estimation of hydrothermal state variables in the active layer of frozen ground by assimilating in situ observations and SSM/I data. Science in China Series D: Earth Sciences 52:11, pages 1732-1745.
Crossref
Kun Yang, Toshio Koike, Ichirow Kaihotsu & Jun Qin. (2009) Validation of a Dual-Pass Microwave Land Data Assimilation System for Estimating Surface Soil Moisture in Semiarid Regions. Journal of Hydrometeorology 10:3, pages 780-793.
Crossref
Juan Gu, Xin Li & Chunlin Huang. (2008) A Simplified Data Assimilation Method for Reconstructing Time-Series MODIS NDVI Data. A Simplified Data Assimilation Method for Reconstructing Time-Series MODIS NDVI Data.
Chunlin Huang, Xin Li & Juan Gu. (2008) Estimation of Regional Soil Moisture by Assimilating Multi-Sensor Passive Microwave Remote Sensing Observations based on Ensemble Kalman Filter. Estimation of Regional Soil Moisture by Assimilating Multi-Sensor Passive Microwave Remote Sensing Observations based on Ensemble Kalman Filter.
Xin Li, Jian Wang, Mingguo Ma, Zeyong Hu, Tao Che, Peixi Su, Rui Jin, Weizhen Wang, Qiang Liu, Qing Xiao & Qinhuo Liu. (2008) An Airborne Remote Sensing Experiment for Catchment-Scale Water Cycle Study in a Typical Inland River Basin of China. An Airborne Remote Sensing Experiment for Catchment-Scale Water Cycle Study in a Typical Inland River Basin of China.
XiangJun Tian & ZhengHui Xie. (2008) A land surface soil moisture data assimilation framework in consideration of the model subgrid-scale heterogeneity and soil water thawing and freezing. Science in China Series D: Earth Sciences 51:7, pages 992-1000.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.