1.Xiufang Zhu, Shizhe Zhang, Kun Xu, Rui Guo, Tingting Liu. A new global time-series GPP Production: DFRF-GPP. Ecological Indicators, 2024, 158:111551.
2.Rui Guo, Xiufang Zhu⃰, Tingting Liu. Automatic detection of crop lodging from multitemporal satellite data based on the isolation forest algorithm[J]. Computers and Electronics in Agriculture,2023,215,108415.
3.Chang Xiao, Yinan Wu, Xiufang Zhu⃰. Evaluation of the Monitoring Capability of 20 Vegetation Indices and 5 Mainstream Satellite Band Settings for Drought in Spring Wheat Using a Simulation Method. Remote Sensing, 2023, 15, 4838.
4.Yuan Gao, Yaozhong Pan, Xiufang Zhu, Le Li, Shoujia Ren, Chuanwu Zhao, Xuechang Zheng. FARM: A fully automated rice mapping framework combining Sentinel-1 SAR and Sentinel-2 multi-temporal imagery.Computers and Electronics in Agriculture, 2023, 213, 108262.
5.Chuanwu Zhao, Yaozhong Pan, Xiufang Zhu, Le Li, Xinsheng Xia, Shoujia Ren, and Yuan Gao. Monitoring of deforestation events in the tropics using multidimensional features of Sentinel 1 radar data. Front. For. Glob. Change,2023 6:1257806.
6.Anzhou Zhao, Ruihao Xu, Lidong Zou and Xiufang Zhu. Response of Grassland Vegetation Growth to Drought in Inner Mongolia of China from 2002 to 2020. Atmosphere 2023, 14, 1613.
7.Xiufang Zhu⃰, Guofeng Xiao, Shuai Wang. Suitability evaluation of potential arable land in the Mediterranean region. Journal of Environmental Management, 2022, 313 :11501.
8.Xiufang Zhu⃰, Tingting Liu, Kun Xu, Changxiu Chen. The impact of high temperature and drought stress on the yield of major staple crops in northern China. Journal of Environmental Management, 2022, 314:115092.
9.Rui Guo, Xiufang Zhu⃰, Ce Zhang, Changxiu Chen. Analysis of Change in Maize Plantation Distribution and Its Driving Factors in Heilongjiang Province, China. Remote Sensing, 2022,14, 3590
10.Ling Zhang, Kun Zhang, Xiufang Zhu, Hao Chen, Weizhen Wang. Integrating remote sensing, irrigation suitability and statistical data for irrigated cropland mapping over mainland China. Journal of Hydrology, 2022, 613:128413.
11.Zhonglin Ji, Yaozhong Pan, Xiufang Zhu, Dujuan Zhang, Jinyun Wang. A generalized model to predict large-scale crop yields integrating satellite-based vegetation index time series and phenology metrics. Ecological Indicators, 2022,137,108759.
12.Zhonglin Ji, Yaozhong Pan, Xiufang Zhu, Dujuan Zhang, Jiajia Dai. Prediction of Corn Yield in the USA Corn Belt Using Satellite Data and Machine Learning: From an Evapotranspiration Perspective. Agriculture, 2022, 12,1263.
13.Zhonglin Ji, Yu Zhu, Yaozhong Pan, Xiufang Zhu, Xuechang Zheng. Large-Scale Extraction and Mapping of Small Surface Water Bodies Based on Very High-Spatial-Resolution Satellite Images:A Case Study in Beijing, China. Water, 2022, 14, 2889.
14.Fujue Huang, Xingsheng Xia , Yongsheng Huang, Shenghui Lv, Qiong Chen, Yaozhong Pan and Xiufang Zhu. Comparison of Winter Wheat Extraction Methods Based on Different Time Series of Vegetation Indices in the Northeastern Margin of the Qinghai–Tibet Plateau: A Case Study of Minhe, China. Remote Sensing, 2022,14, 343.
15.Xiufang Zhu⃰, Guofeng Xiao, Dujuan Zhang, Lili Guo. Mapping abandoned farmland in China using time series MODIS NDVI, Science of The Total Environment,2021,755,142651.
16.Xiufang Zhu, Kun Xu, Ying Liu, Rui Guo, Lingyi Chen. Assessing the vulnerability and risk of maize to drought in China based on the AquaCrop model. Agricultural Systems, 2021,189(4): 103040.
17.Xiufang Zhu,Ying Liu, Kun Xu, Yaozhong Pan. Effects of Drought on Vegetation Productivity of Farmland Ecosystems in the Drylands of Northern China . Remote Sensing. 2021, 13(6), 1179.
18.Xiufang Zhu, Shizhe Zhang , Tingting Liu, Ying Liu. Impacts of Heat and Drought on Gross Primary Productivity in China. Impacts of Heat and Drought on Gross Primary Productivity in China. Remote Sensing. 2021, 13(3): 378.
19.Xiufang Zhu, Rui Guo , Tingting Liu, Kun Xu. Crop yield prediction based on agrometeorological indexes and remote sensing data. Remote Sensing, 2021,13(10), 2016.
20.Xingsheng Xia, Yaozhong Pan, Xiufang Zhu⃰, Jinshui Zhang. Monthly calibration and optimization of Ångström-Prescott equation coefficients for comprehensive agricultural divisions in China. J. Geogr. Sci. 2021, 31(7): 997-1014.
21.Zhonglin Ji, Yaozhong Pan, Xiufang Zhu , Jinyun Wang and Qiannan Li. Prediction of Crop Yield Using Phenological Information Extracted from Remote Sensing Vegetation Index. Sensors, 2021, 21(4), 1406.
22.Xiufang Zhu, Chenyao Hou⃰, Kun Xu, Ying Liu. Establishment of agricultural drought loss models: A comparison of statistical methods. Ecological Indicators, 2020,112,106084.
23.Nan Li, Pei Zhang, Yaozhong Pan, Xiufang Zhu, Muyi Li and Dujuan Zhang. Comparison of Remote Sensing Time-Series Smoothing Methods for Grassland Spring Phenology Extraction on the Qinghai–Tibetan Plateau. Remote Sens. 2020,12(20), 3383.
24.Xingsheng Xia, Xiufang Zhu, Yaozhong Pan, Jinshui Zhang. A monthly regression correction model for the Hargreaves–Samani method in Mainland China. Irrigation and Drainage, 2020,69(4):880-890.
25.Muyi Li , Xiufang Zhu , Nan Li and Yaozhong Pan.Gap-Filling of a MODIS Normalized Difference Snow Index Product Based on the Similar Pixel Selecting. Remote Sensing. 2020, 12(7), 1077.
26.Xianfeng Liu, Xiufang Zhu, Qiang Zhang, Tiantian Yang, Yaozhong Pan, Peng Sun. A remote sensing and artificial neural network-based integrated agricultural drought index: Index development and applications.Catena,2020,186:104394.
27.Xinsheng Xia, Yaozhong Pan, Xiufang Zhu, Jinshui Zhang. Hargreaves ET0 equation regression correction and parameter spatialization for mainland China. Applied Engineering in Agriculture, 2020, 36(5): 673-686
28.Qi Dong, Xuehong Chen, Jin Chen, Chishan Zhang, Licong Liu, Xin Cao ,Yunze Zang, Xiufang Zhu and Xihong Cui. Mapping Winter Wheat in North China Using Sentinel 2A/B Data: A Method Based on Phenology-Time Weighted Dynamic Time Warping. Remote Sens. 2020, 12, 1274.
29.Xiufang Zhu, Yaozhong Pan, Junxia Wang, Ying Liu. A Cuboid Model for Assessing Surface Soil Moisture. Remote Sensing, 2019, 11(24), 3034.
30.Xiufang Zhu, Guofeng Xiao, Ping Wen,Jinshui Zhang, Chenyao Hou. Mapping Tobacco Fields Using UAV RGB Images.Sensors 2019, 19(8), 1791.
31.Xiufang Zhu⃰, Nan Li, Yaozhong Pan. Optimization Performance Comparison of Three Different Group Intelligence Algorithms on a SVM for Hyperspectral Imagery Classification. Remote Sensing, 2019, 11(6), 734.
32.Guofeng Xiao, Xiufang Zhu⃰, Chenyao Hou, Ying Liu, Kun Xu. A Spatialization Method for Grain Yield Statistical Data: A Study on Winter Wheat of Shandong Province, China. Agronomy Journal, 2019,111(4), 1892-1903.
33.Guofeng Xiao,Xiufang Zhu⃰, Chenyao Hou, Xingsheng Xia. Extraction and analysis of abandoned farmland: A case study of Qingyun and Wudi counties in Shandong Province. J. Geogr. Sci, 2019, 29(4): 581-597.
34.Xingsheng Xia, Xiufang Zhu, Yaozhong Pan, Xizhen Zhao, Jinshui Zhang. Calibration and Optimization of the Ångström–Prescott Coefficients for Calculating ET0 within a Year in China: The Best Corrected Data Time Scale and Optimization Parameters.Water, 2019, 11(8), 1706.
35.Kunlun Xiang, Minna Ma, Wei Liu, Jie Dong, Xiufang Zhu, Wenping Yuan. Mapping Irrigated Areas of Northeast China in Comparison to Natural Vegetation.Remote Sensing, 2019, 11(7): 825.
36.Guanyuan Shuai, Jinshui Zhang, Bruno Basso, Yaozhong Pan, Xiufang Zhu,Shuang Zhu, Hongli Liu.Multi-temporal RADARSAT-2 polarimetric SAR for maize mapping supported by segmentations from high-resolution optical image.Int J Appl Earth Obs Geoinformation, 2019,74:1-15.
37.Zhangli Sun , Xiufang Zhu ⃰, Yaozhong Pan, Jinshui Zhang, Xianfeng Liu. Drought evaluation using the GRACE terrestrial water storage deficit over the Yangtze River Basin, China. Science of the Total Environment, 2018, 634:727-738.
38.Xianfeng Liu, Yaozhong Pan, Xiufang Zhu, Tiantian Yang, Jianjun Bai, Zhangli Sun. Drought evolution and its impact on the crop yield in the North China Plain[J]. Journal of Hydrology, 2018, 564: 984-996.
39.Xianfeng Liu, Xiufang Zhu, Yaozhong Pan, Jianjun Bai, Shuangshuang Li. Performance of different drought indices for agriculture drought in the North China Plain[J]. Journal of Arid Land, 2018,10(4):507-516.
40.Hongli Liu , Jinshui Zhang , Yaozhong Pan , Guanyuan Shuai, Xiufang Zhu. An Efficient Approach Based on UAV Orthographic Imagery to Map Paddy With Support of Field-Level Canopy Height From Point Cloud Data[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,11(6):2034-2045.
41.Zhangli Sun , Xiufang Zhu ⃰, Yaozhong Pan, Jinshui Zhang. Assessing Terrestrial Water Storage and Flood Potential Using GRACE Data in the Yangtze River Basin, China. Remote Sensing, 2017, 9(10), 1011.
42.Peijun Sun, Jinshui Zhang, Xiufang Zhu, Yaozhong Pan, Hongli Liu. A highly efficient temporal-spatial probability synthesized model from multi-temporal remote sensing for paddy rice identification. European Journal of Remote Sensing, 2017, 50(1):98-110.
43.Jinshui Zhang, Zhoumiqi Yuan, Guanyuan Shuai, Yaozong Pan, Xiufang Zhu. Support Vector Data Description Model to Map Specific Land Cover with Optimal Parameters Determined from a Window-Based Validation Set. Sensors, 2017, 17(5):960.
44.Peijun Sun, Jinshui Zhang, R G Congalton, Yaozong Pan, Xiufang Zhu. A quantitative performance comparison of paddy rice acreage estimation using stratified sampling strategies with different stratification indicators. International Journal of Digital Earth, 2017(1):1-19.
45.Anzhou Zhao, Xiufang Zhu, Xianfeng Liu, Yaozhong Pan, Depeng Zuo. Impacts of land use change and climate variability on green and blue water resources in the Weihe River Basin of northwest China. Catena, 2016, 137:318-327.
46.Xianfeng Liu, Xiufang Zhu, Yaozhong Pan, Wenquan Zhu, Jinshui Zhang, Donghai Zhang. Thermal growing season and response of alpine grassland to climate variability across the Three-Rivers Headwater Region, China. Agricultural & Forest Meteorology, 2016, 220(220):30-37.
47.Dengfeng Xie, Jinshui Zhang, Xiufang Zhu, Yaozhong Pan, Hongli Liu, Zhoumiqi Yuan, Ya Yun. An Improved STARFM with Help of an Unmixing-Based Method to Generate High Spatial and Temporal Resolution Remote Sensing Data in Complex Heterogeneous Regions. Sensors, 2016, 16(2).
48.Xianfeng Liu, Xiufang Zhu, Yaozhong Pan, Shuangshuang Li, Yanxu Liu, Yuqi Ma. Agricultural drought monitoring: Progress, challenges, and prospects. Journal of Geographical Sciences, 2016, 26(6):750-767.
49.Xianfeng Liu, Xiufang Zhu, Yaozhong Pan, Shuangshuang LI, Yuq MA, Juan Nie. Vegetation dynamics in Qinling-Daba Mountains in relation to climate factors between 2000 and 2014. Journal of Geographical Sciences, 2016, 26(1): 45-58.
50.Xianfeng Liu, Xiufang Zhu ⃰, Shuangshuang Li, Yanxu Liu, Yaozhong Pan. Changes in Growing Season Vegetation and Their Associated Driving Forces in China during 2001–2012. Remote Sensing, 2015, (7):15517-15535.
51.Xiufang Zhu, Anzhou Zhao, Yizhan Li, Xianfeng Liu. Agricultural irrigation requirements under future climate scenarios in China. Journal of Arid Land, 2015, 7(2):224-237.
52.Xianfeng Liu, Xiufang Zhu*, Yaozhong Pan, Anzhou Zhao, Yizhan Li. Spatiotemporal changes of cold surges in Inner Mongolia between 1960 and 2012. Journal of Geographical Sciences, 2015, 25(3): 259-273.
53.Guanyuan Shuai, Jinshui Zhang, Lei Deng, Xiufang Zhu. Edge-pixels-based support vector data description for specific land-cover distribution mapping. Journal of applied remote sensing, 2015, 9: 096034-1.
54.Xiufang Zhu, Wenquan Zhu, Jinshui zhang, Yaozhong Pan. Mapping Irrigated Areas in China from Remote Sensing and Statistical Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(11): 4490-4504.
55.Yizhan Li, Xiufang Zhu*, Yaozhong Pan, Jianyu Gu, Anzhou Zhao, Xianfeng Liu. A comparison of model-assisted estimators to infer land cover/use class area using satellite imagery. Remote sensing, 2014, 6(9): 8904-8922.
56.Xianfeng Liu, Xiufang Zhu*, Wenquan Zhu, Yaozhong Pan, Chong Zhang, Donghai Zhang. Changes in Spring Phenology in the Three-Rivers Headwater Region from 1999 to 2010. Remote sensing, 2014, 6(9): 9130-9144.
57.Jianhong Liu, Yaozhong Pan, Xiufang Zhu*, Wenquan Zhu. Using phonological metrics and multiple classifier fusion method to map land cover types. Journal of Applied Remote Sensing, 2014, 8(1): 083691.
58.Jinshui Zhang, Shuang Zhu, Xiufang Zhu, Guanyuan Shuai, Dengfeng Xie . Improving sampling efficiency of crop acreage estimation using wheat planting rule from historical remote sensing. Journal of Applied Remote Sensing, 2014, 8(1): 083663.
59.Xianfeng Liu, Jinshui Zhang, Xiufang Zhu, et al. Spatiotemporal changes in vegetation coverage and its driving factors in the Three-River Headwaters Region during 2000-2011. Journal of Geographical Science, 2014, 24(2): 288-302.
60.Sen Cao, Yaozhong Pan, Xiufang Zhu, Qiuyan Yu. A Stable Land Cover Patches Method for Automatic Registration of Multitemporal Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, 7(8): 3502-3512.
61.Xiufang Zhu, Yizhan Li, Muyi Li, Yaozhong Pan, Peijun Shi. Agricultural irrigation in China. Journal of Soil and Water Conservation.2013, 68(6):147A-154A.
62.Xiufang Zhu, Shunlin Liang, Yaozhong Pan. Agricultural irrigation impacts on land surface characteristics detected from satellite data products in Jilin Province, China. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2011, 4(3): 721-729.
63.Xiufang Zhu, Shunlin Liang, Yaozhong Pan. Observational Evidence of the Cooling Effect of Agricultural Irrigation in Jilin, China. Climatic Change, 2012, 114 (3): 799-811.
64.Yaozhong Pan, Tangao Hu, Xiufang Zhu, Jinshui Zhang. Mapping cropland distributions using a hard and soft classification model. IEEE Transactions on Geoscience & Remote Sensing, 2012, 50(11): 4301-4312.
65.Yaozhong Pan, Le Li, Jinshui Zhang, Shunlin Liang, Xiufang Zhu. Damien Sulla-Menashe. Winter wheat area estimation from MODIS-EVI time series data using the Crop Proportion Phenology Index. Remote Sensing of Environment, 2012,119, 232-242.