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Comprehensive assessment of MODIS-derived near-surface air temperature using wide elevation-spanned measurements in China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2021, 卷号: 800, 页码: 9
Authors:  Zhang, Wenjie;  Zhang, Baiping;  Zhu, Wenbin;  Tang, Xiaolu;  Li, Fujie;  Liu, Xisheng;  Yu, Qiang
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Interpolation  The highest available pressure  Adiabatic lapse rate  Hypsometric equation  Atmospheric profile product  
Hybridization of cokriging and gaussian process regression modelling techniques in mapping soil sulphur 期刊论文
CATENA, 2021, 卷号: 206, 页码: 18
Authors:  John, Kingsley;  Agyeman, Prince Chapman;  Kebonye, Ndiye Michael;  Isong, Isong Abraham;  Ayito, Esther O.;  Ofem, Kokei Ikpi;  Qin, Cheng-Zhi
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Soil nutrient distribution  Digital soil mapping  Machine learning  Cokriging  Agricultural productivity  
A method for land surface temperature retrieval based on model-data-knowledge-driven and deep learning 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 265, 页码: 19
Authors:  Wang, Han;  Mao, Kebiao;  Yuan, Zijin;  Shi, Jiancheng;  Cao, Mengmeng;  Qin, Zhihao;  Duan, Sibo;  Tang, Bohui
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Land surface temperature (LST)  Model-data-knowledge-driven  Deep learning  Geophysical logical reasoning  Expert knowledge  
A simple yet robust framework to estimate accurate daily mean land surface temperature from thermal observations of tandem polar orbiters 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 264, 页码: 18
Authors:  Hong, Falu;  Zhan, Wenfeng;  Goettsche, Frank-M.;  Lai, Jiameng;  Liu, Zihan;  Hu, Leiqiu;  Fu, Peng;  Huang, Fan;  Li, Jiufeng;  Li, Hua;  Wu, Hua
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Land surface temperature  Thermal remote sensing  Sampling bias  Annual temperature cycle  Diurnal temperature cycle  Polar orbiters  MODIS  
An improved non-linear inter-calibration method on different radiometers for enhancing coverage of daily LST estimates in low latitudes 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2021, 卷号: 264, 页码: 17
Authors:  Song, Peilin;  Zhang, Yongqiang
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FY3B microwave radiation imager (FY3B-MWRI)  Brightness temperature (TB)  Land surface temperature (LST)  Fraction of water surface (FWS)  Advanced microwave scanning   Radiometer-2 (ASMR-2)  
An effective method for determining the optimal sampling scale based on the purposes of soil pollution investigations and the factors influencing the pollutants 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 418, 页码: 13
Authors:  Qiao, Pengwei;  Dong, Nan;  Lei, Mei;  Yang, Sucai;  Gou, Yaling
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Soil pollution investigation  Optimal sampling scale  Influencing factors  Geostatistics and spatial analysis  Geographical detector  
A global landslide non-susceptibility map 期刊论文
GEOMORPHOLOGY, 2021, 卷号: 389, 页码: 14
Authors:  Jia, Guoqiang;  Alvioli, Massimiliano;  Gariano, Stefano Luigi;  Marchesini, Ivan;  Guzzetti, Fausto;  Tang, Qiuhong
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Non-susceptibility  Quantile non-linear model  Validation  Non-exposure analysis  
Variation of intra-daily instantaneous FAPAR estimated from the geostationary Himawari-8 AHI data 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2021, 卷号: 307, 页码: 17
Authors:  Zhang, Yinghui;  Fang, Hongliang;  Wang, Yao;  Li, Sijia
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Himawari-8 AHI  FAPAR  Intra-day  Radiative transfer model  Validation  
Improving terrestrial evapotranspiration estimation across China during 2000-2018 with machine learning methods 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 600, 页码: 18
Authors:  Yin, Lichang;  Tao, Fulu;  Chen, Yi;  Liu, Fengshan;  Hu, Jian
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Evapotranspiration  Machine learning  process-based ET  ET integration  China  Gaussian process regression  
Examining rice distribution and cropping intensity in a mixed single- and double-cropping region in South China using all available Sentinel 1/ 2 images 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 101, 页码: 15
Authors:  He, Yingli;  Dong, Jinwei;  Liao, Xiaoyong;  Sun, Li;  Wang, Zhipan;  You, Nanshan;  Li, Zhichao;  Fu, Ping
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Rice mapping  Cropping intensity  Sentinel-1  2  Time series  Google Earth Engine