简历

杜鑫，男，博士，中国科学院空天信息创新研究院副研究员，致力于基于多源遥感数据的智能建模，及其在农业、生态、环境等领域的前沿应用研究。近期主要聚焦于植被生长过程实时跟踪监测、农作物单产多尺度动态估算、灾害预警/监测/评估等方面开展了系统攻关研究。主持国家自然科学基金、国家重点研发计划子课题、高分专项课题、中科院重点部署项目等10余项。发表论文50余篇（SCI检索20余篇）。授权国家发明专利5项，软件著作权6项，获得省部级奖励2项。

研究方向

遥感智能建模、智慧农业与农情遥感、生态环境遥感等 

代表性成果

 1.Xin Du, Qiangzi Li, et al., (2019): Detecting advanced stages of winter wheat yellow rust and aphid infection using RapidEye data in North China Plain, GIScience & Remote Sensing, 56(7): 1093-1113.
2.Xin Du, Qiangzi Li, Hongyan Wang, et al., (2019): A simple assessment approach for winter wheat loss risk impacted by water stress, Geocarto International, 34(5): 473-489.
3.Xin Du, Qiangzi Li, Taifeng Dong & Kun Jia (2015): Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model, Geocarto International, DOI: 10.1080/10106049.2014.937467.
4.Li Qiangzi, Zhang huanxue, Du Xin, et al., County-level rice area estimation in southern China using remote sensing data. Journal of Applied Remote Sensing, 2014, 8: DOI: 10.1117/1.JRS.8.083657.
5.Hongyan Wang, Qiangzi Li, Xin Du, et al., (2016): Effects of water and heat on growth of winter wheat in the North China Plain, Geocarto International, DOI:10.1080/10106049.2015.1043357.
6.Hongyan Wang, Qiangzi Li, Xin Du, et al., (2017): Evaluation of potential crop productivity based on remote sensing and agro-ecological zones around the world, Geocarto International,. DOI: 10.1080/10106049.2017.1289564
7.Jiajia Zheng, Fei Li, Xin Du, Using Red Edge Position Shift to Monitor Grassland Grazing Intensity in Inner Mongolia, Journal of the Indian Society of  Remote Sensing, DOI 10.1007/s12524-017-0667-9.
8.Longcai Zhao, Qiangzi Li, Yuan Zhang, Xin Du, Hongyan Wang, Yu Shen, “Study on the potential of whitening transformation in improving single crop mapping accuracy,” J. Appl. Remote Sens. 13(3), 034512 (2019), doi: 10.1117/1.JRS.13.034512.
9.Longcai Zhao, Qiangzi Li, Yuan Zhang, Xin Du, Hongyan Wang, Yu Shen, “Integrating the Continuous Wavelet Transform and a Convolutional Neural Network to Identify Vineyard using Time Series Satellite Images,” Remote Sens. 2019, 11, 2641.
10.Longcai Zhao, Qiangzi Li, Yuan Zhang, Xin Du, “Normalized NDVI Valley Area Index (NNVAI)-Based Framework for Quantitative and Timely Monitoring of Winter Wheat Frost Damage on the Huang-Huai-Hai Plain, China,” Agriculture Ecosystem & Environment. 292(2020)
11.Zhang H, Li Q, Liu J, Shang J, Du X, et al., (2017): Crop classification and acreage estimation in North Korea using phenology features. GIScience and remote sensing, DOI: 10.1080/15481603.2016.1276255.
12.Zhang H, Li Q, Liu J, Shang J, Du X, et al., (2017): Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10(12), 5334-5349.
13.Zhang Y, Li Q, Huang H, Wu W, Du X, et al. (2017): The Combined Use of Remotely Sensed Imagery and Geospatial Big Data in  the Fine-grained Urban Land Use Mapping, Remote Sentsing, 9(9), 865.

专利
1基于高斯差分模型的雪地扰动痕迹遥感识别方法，国家发明专利，专利申请号：ZL 2014 1 0054924.X
2用于地市及县两级粮食补贴核算的种植面积遥感确定方法，国家发明专利，专利号：ZL 2014 1 0054798.8
3在作物识别和种植面积估算中选择遥感数据和分类算法的方法，国家发明专利，专利号：ZL 2014 1 0129471.2
4农作物种植面积监测空间抽样方案优化方法，国家发明专利，专利号：ZL 2014 1 0151352.7
5基于变异系数法的SAR船只检测优化方法，国家发明专利，专利申请号：ZL 2016 1 1185931.9