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Aerosol optical depth (AOD): spatial and temporal variations and association with meteorological covariates in Taklimakan desert, China 期刊论文
发表期刊: PEERJ. 出版年: 2021, 卷号: 9
Creator:  Li, Jinglong;  Ge, Xiangyu;  He, Qing;  Abbas, Alim
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Aerosol optical depth (AOD)  Dust aerosol  Spatiotemporal distribution  Impact factors  
Digital Mapping of Soil Organic Carbon Using Sentinel Series Data: A Case Study of the Ebinur Lake Watershed in Xinjiang 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
Creator:  Li, Xiaohang;  Ding, Jianli;  Liu, Jie;  Ge, Xiangyu;  Zhang, Junyong
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machine learning  Sentinel-1A  Sentinel-2A  Sentinel-3A  soil organic carbon  digital soil mapping  
Validation and comparison of high-resolution MAIAC aerosol products over Central Asia 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2021, 卷号: 251
Creator:  Chen, Xiangyue;  Ding, Jianli;  Liu, Jie;  Wang, Jingzhe;  Ge, Xiangyu;  Wang, Rui;  Zuo, Hongchao
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AOD  MAIAC  DB  Spatiotemporal variation  Central Asia  
Spatio-temporal changes of AOD in Xinjiang of China from 2000 to 2019: Which factor is more influential, natural factor or human factor? 期刊论文
发表期刊: PLOS ONE. 出版年: 2021, 卷号: 16, 期号: 8
Creator:  Li, Jinglong;  He, Qing;  Ge, Xiangyu;  Abbas, Alim;  Jin, Lili
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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
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Enhanced spatial and temporal adaptive reflectance fusion model  Spatiotemporal fusion  Playa  Soil salinity  Precipitation  Google Earth Engine  
Estimating Agricultural Soil Moisture Content through UAV-Based Hyperspectral Images in the Arid Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
Creator:  Ge, Xiangyu;  Ding, Jianli;  Jin, Xiuliang;  Wang, Jingzhe;  Chen, Xiangyue;  Li, Xiaohang;  Liu, Jie;  Xie, Boqiang
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fractional-order derivatives  ensemble learning  hyperspectral data  precision agriculture  
Characteristics of dust aerosols and identification of dust sources in Xinjiang, China 期刊论文
发表期刊: ATMOSPHERIC ENVIRONMENT. 出版年: 2021, 卷号: 262
Creator:  Liu, Jie;  Ding, Jianli;  Rexiding, Mayila;  Li, Xiaohang;  Zhang, Junyong;  Ran, Si;  Bao, Qingling;  Ge, Xiangyu
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Arid area  Dust aerosols  Dust sources  Dust deposition fluxes  
基于Sentinel-2A影像干旱区棉花叶片SPAD数字制图 期刊论文
发表期刊: 生态学报. 出版年: 2020, 卷号: 40, 期号: 22, 页码: 8326-8335
Creator:  唐普恩;  丁建丽;  葛翔宇;  张振华
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Sentinel-2A  Sentinel-2A  vegetation index  chlorophyll  PROSAIL model  random forest  
耦合机器学习和机载高光谱数据的土壤含水量估算 期刊论文
发表期刊: 激光与光电子学进展. 出版年: 2020, 卷号: 57, 期号: 9
Creator:  田美玲;  葛翔宇;  丁建丽;  王敬哲;  张振华
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soil moisture content  unmanned aerial vehicle  hyperspectral data  machine learning  geographical weighted regression model  
基于不同卫星光谱模拟的土壤电导率估算研究 期刊论文
发表期刊: 干旱区地理. 出版年: 2020, 卷号: 43, 期号: 1, 页码: 172-181
Creator:  曹肖奕;  丁建丽;  葛翔宇;  梁静;  陈文倩;  陈香月;  唐普恩
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spectral response  soil conductivity  spectral pretreatment  three-dimensional spectral index  gradient boosting regression tree