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研究員/教授

  • 姓名：朱秀芳
  • 性別：女
  • 專家類別：
  • 所屬部門：北京師范大學(xué)地理科學(xué)學(xué)部/遙感科學(xué)國家重點(diǎn)實(shí)驗(yàn)室
  • 職務(wù)：
  • 職稱：教授
  • 社會(huì)任職：
  • 電話：
  • 傳真：
  • 電子郵件：zhuxiufang@bnu.edu.cn
  • 個(gè)人網(wǎng)頁：https://geot.bnu.edu.cn/Public/htm/news/5/207.html 
  • 百人入選時(shí)間：
  • 杰青入選時(shí)間：
  • 通訊地址：北京市海淀區(qū)新街口外大街19號(hào)
  • 郵政編碼：100875

    簡歷

  • 朱秀芳，女，博士，北京師范大學(xué)地理科學(xué)學(xué)部教授，博士生導(dǎo)師。2012年畢業(yè)于美國馬里蘭大學(xué)，致力于生態(tài)、農(nóng)業(yè)和災(zāi)害遙感應(yīng)用研究，已發(fā)表論文180余篇（含SCI 期刊文章65篇，EI期刊文章19篇），出版專著3部，參與撰寫中英文專著4部(7個(gè)章節(jié))，獲得省部級(jí)獎(jiǎng)勵(lì)3項(xiàng)，授權(quán)專利12項(xiàng)，軟件著作權(quán)6項(xiàng)，擔(dān)任多個(gè)國際和國內(nèi)遙感雜志審稿人。 

    研究方向

  • 生態(tài)遙感、農(nóng)業(yè)遙感和災(zāi)害遙感 

    承擔(dān)科研項(xiàng)目情況

  • 2023/12-2026/11:國家重點(diǎn)研發(fā)計(jì)劃：全球主要農(nóng)作物多源遙感精準(zhǔn)識(shí)別與面積監(jiān)測（項(xiàng)目編號(hào)：2023YFB3906201)
    2022/01-2026/12: 國家自然科學(xué)基金重大基金：地表異常遙感探測與即時(shí)診斷方法（項(xiàng)目編號(hào)：42192583）
    2021/12-2024/11:國家重點(diǎn)研發(fā)計(jì)劃：干旱災(zāi)害風(fēng)險(xiǎn)要素多模態(tài)遙感特性和建模分析技術(shù)（項(xiàng)目編號(hào)：2021YFB3901201）
    2020/03-2020/12:青海省科學(xué)技術(shù)廳：青海省生態(tài)敏感區(qū)高分辨率關(guān)鍵生態(tài)參數(shù)時(shí)空協(xié)同觀測與反演
    2020/03-2020/12:北京市經(jīng)濟(jì)社會(huì)調(diào)查總隊(duì): 北京市生態(tài)環(huán)境遙感監(jiān)測（2020）
    2019/11-2024/10: 國家重點(diǎn)研發(fā)計(jì)劃：不同溫升情景下區(qū)域氣象災(zāi)害綜合風(fēng)險(xiǎn)預(yù)估子課題
    2015-2017：國家自然科學(xué)基金青年科學(xué)基金項(xiàng)目：服務(wù)于快速理賠的農(nóng)作物災(zāi)害損失遙感評(píng)估方法研究（主持，項(xiàng)目編號(hào)：41401479）
    2015/01-2016/12 :國家統(tǒng)計(jì)局：高分統(tǒng)計(jì)遙感應(yīng)用示范（一期）高分遙感數(shù)據(jù)與統(tǒng)計(jì)數(shù)據(jù)融合技術(shù)研究2014-2016: 高等學(xué)校博士學(xué)科點(diǎn)專項(xiàng)科研基金項(xiàng)目: 中國農(nóng)業(yè)灌溉對(duì)區(qū)域氣候影響的數(shù)值模擬研究 （主持，項(xiàng)目編號(hào)：20130003120041）
    2015/06-2015/12 :中國人民財(cái)產(chǎn)保險(xiǎn)股份有限公司: 種植業(yè)保險(xiǎn)標(biāo)的信息庫建設(shè)與應(yīng)用推廣項(xiàng)目 
    2014-2016: 北京市自然科學(xué)基金項(xiàng)目: 近10年北京建城區(qū)綠地變化監(jiān)測及其碳匯效應(yīng)研究（主持，項(xiàng)目編號(hào)：8144052）
    2013-2015: 北京師范大學(xué)自主科研基金：農(nóng)業(yè)灌溉對(duì)黃淮海區(qū)域氣候的影響研究（主持，項(xiàng)目編號(hào)：2013YB74）
    2014/01-2014/09: 民政部災(zāi)害評(píng)估與風(fēng)險(xiǎn)防范重點(diǎn)實(shí)驗(yàn)室開放基金: 農(nóng)作物災(zāi)害損失遙感評(píng)估方法業(yè)務(wù)應(yīng)用 (主持，項(xiàng)目編號(hào)：NDRCCPICC201304)
    2013-2014：地表過程與資源生態(tài)國家重點(diǎn)實(shí)驗(yàn)室人才培養(yǎng)項(xiàng)目：未來氣候變化下黃淮海流域農(nóng)業(yè)灌溉對(duì)灌區(qū)水資源和水循環(huán)的影響（主持，項(xiàng)目編號(hào)：2013-RC-04）
    2012：高分辨率對(duì)地觀測重大專項(xiàng)：基于高分辨率數(shù)據(jù)的碳匯遙感統(tǒng)計(jì)調(diào)查應(yīng)用示范（主持，項(xiàng)目編號(hào)：E0307/1112） 

    獲獎(jiǎng)及榮譽(yù)

  • 2015年10月，“中國糧食作物種植面積統(tǒng)計(jì)遙感測量業(yè)務(wù)系統(tǒng)”榮獲2015年度測繪科技進(jìn)步獎(jiǎng)一等獎(jiǎng)，排名第3，中國測繪地理信息學(xué)會(huì)
    2015年11月，“第十五屆全國多媒體課件大賽”榮獲高教理科組三等獎(jiǎng)，排名第3，教育部教育管理信息中心
    2015年12月，2014-2015年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2016年12月，第十三屆（2016年）勵(lì)耘獎(jiǎng)學(xué)助學(xué)基金-優(yōu)秀青年教師獎(jiǎng)，北京師范大學(xué)
    2017年10月，“自然災(zāi)害遙感動(dòng)態(tài)監(jiān)測與評(píng)估關(guān)鍵技術(shù)研究與應(yīng)用“榮獲2017年度測繪科技進(jìn)步獎(jiǎng)一等獎(jiǎng)，排名第7，中國測繪地理信息學(xué)會(huì)
    2017年11月，北京師范大學(xué)第六屆多媒體教學(xué)軟件網(wǎng)絡(luò)組優(yōu)秀獎(jiǎng)，北京師范大學(xué)
    2017年12月，2016-2017年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2018年12月，主要農(nóng)作物面積多維多尺度立體統(tǒng)計(jì)遙感調(diào)查技術(shù)創(chuàng)新與應(yīng)用， 北京市科技進(jìn)步一等獎(jiǎng)，排名第5，北京市科學(xué)技術(shù)委員會(huì)
    2019年12月，2018-2019年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2019年12月，2019年度北京師范大學(xué)優(yōu)秀輔導(dǎo)員，北京師范大學(xué)
    2019年，第一屆最受研究生歡迎教師獎(jiǎng)，北京師范大學(xué)地理科學(xué)學(xué)部
    2020年，2019-2020年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2020年，第二屆最受本科生歡迎教師獎(jiǎng)，北京師范大學(xué)地理科學(xué)學(xué)部
    2021年，第二屆最受研究生歡迎教師獎(jiǎng)，北京師范大學(xué)地理科學(xué)學(xué)部
    2021年，北京師范大學(xué)第五屆 “最受研究生歡迎的十佳教師"
    2021年，北京師范大學(xué)高等教育教學(xué)成果獎(jiǎng)一等獎(jiǎng)：多學(xué)科交叉集成融合的“國家糧食安全”人才培育，排名第二，北京師范大學(xué)
    2021年，2020-2021年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2022年，2021-2022年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2022年，2021-2022學(xué)年北京師范大學(xué)地理科學(xué)學(xué)部優(yōu)秀輔導(dǎo)員（班主任），中共北京師范大學(xué)地理科學(xué)學(xué)部委員會(huì)
    2022年，《農(nóng)業(yè)工程學(xué)報(bào)》2022年度優(yōu)秀審稿人
    2022年，《地理空間信息》2022年度優(yōu)秀審稿人
    2023年，2022-2023學(xué)年北京師范大學(xué)地理科學(xué)學(xué)部優(yōu)秀輔導(dǎo)員（班主任），中共北京師范大學(xué)地理科學(xué)學(xué)部委員會(huì)
    2023年，2022-2023年度北京師范大學(xué)優(yōu)秀新生導(dǎo)師，北京師范大學(xué)
    2023年，暑期社會(huì)實(shí)踐優(yōu)秀指導(dǎo)教師，共青團(tuán)北京師范大學(xué)委員會(huì)黨委學(xué)生工作部 

    代表性成果

  • 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 Zhu?, 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 Zhu?. 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 Zhu?, Guofeng Xiao, Shuai Wang. Suitability evaluation of potential arable land in the Mediterranean region. Journal of Environmental Management, 2022, 313 :11501.
    8.Xiufang Zhu?, 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 Zhu?, 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 Zhu?, 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 Zhu?,  Jinshui Zhang. Monthly calibration and optimization of ?ngstr?m-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 Hou?, 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 Zhu?, 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 Zhu?, 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 Zhu?, 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 ?ngstr?m–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.