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Precipitation events determine the spatiotemporal distribution of playa surface salinity in arid regions: evidence from satellite data fused via the enhanced spatial and temporal adaptive reflectance fusion model 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
Creator:  Han, Lijing;  Ding, Jianli;  Zhang, Junyong;  Chen, Panpan;  Wang, Jingzhe;  Wang, Yinghui;  Wang, Jinjie;  Ge, Xiangyu;  Zhang, Zipeng
Favorite  |  View/Download:0/0  |  Submit date:2021/11/19
Enhanced spatial and temporal adaptive reflectance fusion model  Spatiotemporal fusion  Playa  Soil salinity  Precipitation  Google Earth Engine  
Bivariate empirical mode decomposition of the spatial variation in the soil organic matter content: A case study from NW China 期刊论文
发表期刊: CATENA. 出版年: 2021, 卷号: 206
Creator:  Zhang, Zipeng;  Ding, Jianli;  Zhu, Chuanmei;  Chen, Xiangyue;  Wang, Jingzhe;  Han, Lijing;  Ma, Xu;  Xu, Dong
Favorite  |  View/Download:0/0  |  Submit date:2021/11/19
Mountain-Oasis-Desert System  Digital soil mapping  Multi-scale analysis  Fast Fourier transform  Redundancy analysis  
基于变量优选与机器学习的干旱区湿地土壤盐渍化数字制图 期刊论文
发表期刊: 农业工程学报. 出版年: 2020, 卷号: 36, 期号: 19, 页码: 124-131
Creator:  马国林;  丁建丽;  韩礼敬;  张子鹏
Favorite  |  View/Download:1/0  |  Submit date:2021/08/05
Sentinel-2A  soils  salts  digital mapping  machine learning  variable selection  Sentinel-2A  
Ensemble machine-learning-based framework for estimating total nitrogen concentration in water using drone-borne hyperspectral imagery of emergent plants: A case study in an arid oasis, NW China 期刊论文
发表期刊: ENVIRONMENTAL POLLUTION. 出版年: 2020, 卷号: 266
Creator:  Wang, Jingzhe;  Shi, Tiezhu;  Yu, Danlin;  Teng, Dexiong;  Ge, Xiangyu;  Zhang, Zipeng;  Yang, Xiaodong;  Wang, Hanxi;  Wu, Guofeng
Favorite  |  View/Download:4/0  |  Submit date:2021/01/07
Water resources  Remote sensing  Total nitrogen  Hyperspectral imagery  Machine learning  Bootstrap  
Retrieval of Fine-Resolution Aerosol Optical Depth (AOD) in Semiarid Urban Areas Using Landsat Data: A Case Study in Urumqi, NW China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 3
Creator:  Chen, Xiangyue;  Ding, Jianli;  Wang, Jingzhe;  Ge, Xiangyu;  Raxidin, Mayira;  Liang, Jing;  Chen, Xiaoxiao;  Zhang, Zipeng;  Cao, Xiaoyi;  Ding, Yue
Favorite  |  View/Download:4/0  |  Submit date:2020/05/22
AOD  DB  GRA  HYSPLIT  spatiotemporal variation  Urumqi  
Machine learning-based detection of soil salinity in an arid desert region, Northwest China: A comparison between Landsat-8 OLI and Sentinel-2 MSI 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2020, 卷号: 707
Creator:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Teng, Dexiong;  He, Bin;  Chen, Xiangyue;  Ge, Xiangyu;  Zhang, Zipeng;  Wang, Yi;  Yang, Xiaodong;  Shi, Tiezhu;  Su, Fenzhen
Favorite  |  View/Download:3/0  |  Submit date:2020/05/22
Soil salinization  Sentinel-2 MSI  Landsat-8 OLI  Cubist  Remote sensing  Surface soil moisture  
Effect of Drought Stress and Developmental Stages on Microbial Community Structure and Diversity in Peanut Rhizosphere Soil 期刊论文
Creator:  Dai, Liangxiang;  Zhang, Guanchu;  Yu, Zipeng;  Ding, Hong;  Xu, Yang;  Zhang, Zhimeng
Favorite  |  View/Download:2/0  |  Submit date:2019/11/29
peanut (Arachis hypogaea L  )  rhizosphere  microbial community structure  drought stress  
Combining UAV-based hyperspectral imagery and machine learning algorithms for soil moisture content monitoring 期刊论文
发表期刊: PEERJ. 出版年: 2019, 卷号: 7
Creator:  Ge, Xiangyu;  Wang, Jingzhe;  Ding, Jianli;  Cao, Xiaoyi;  Zhang, Zipeng;  Liu, Jie;  Li, Xiaohang
Favorite  |  View/Download:3/0  |  Submit date:2019/11/29
UAV  Precision farming  Hyperspectral imagery  Machine learning  
Capability of Sentinel-2 MSI data for monitoring and mapping of soil salinity in dry and wet seasons in the Ebinur Lake region, Xinjiang, China 期刊论文
发表期刊: GEODERMA. 出版年: 2019, 卷号: 353, 页码: 172-187
Creator:  Wang, Jingzhe;  Ding, Jianli;  Yu, Danlin;  Ma, Xuankai;  Zhang, Zipeng;  Ge, Xiangyu;  Teng, Dexiong;  Li, Xiaohang;  Liang, Jing;  Lizag, Ivan;  Chen, Xiangyue;  Yuan, Lin;  Guo, Yahui
Favorite  |  View/Download:4/0  |  Submit date:2020/03/23
Sentinel-2  Soil salinity  Red-edge  Spectral indices  Remote sensing  
基于谐波分析算法的干旱区绿洲土壤光谱特性研究 期刊论文
发表期刊: 光学学报. 出版年: 2019, 卷号: 39, 期号: 2
Creator:  张子鹏;  丁建丽;  王敬哲
Favorite  |  View/Download:2/0  |  Submit date:2019/11/29
remote sensing  hyperspectral  organic matter  harmonic analysis  principal component analysis  genetic algorithm  back propagation neural network