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Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover 期刊论文
INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 卷号: 104
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhi Ying
收藏  |  浏览/下载：43/0  |  提交时间：2022/04/28
PHOTOSYNTHETIC VEGETATION  FRACTIONAL COVER  LOESS PLATEAU  MODIS DATA  BARE SOIL  INDEX  RESIDUE  IMAGERY  NDVI  CROP  
Wind erosion occurrence probabilities maps in the watershed of the Ningxia-Inner Mongolia reach of the Yellow River, China 期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2016, 卷号: 75, 期号: 1
作者:  Du, Heqiang;  Xue, Xian;  Deng, Xiaohong;  Zhang, Xiaohua;  Wang, Tao
收藏  |  浏览/下载：28/0  |  提交时间：2019/11/08
NDVI  Occurrence probability  Threshold wind speed  Wind erosion  
Quantitative Model Based on Field-Derived Spectral Characteristics to Estimate Soil Salinity in Minqin County, China 期刊论文
SOIL SCIENCE SOCIETY OF AMERICA JOURNAL, 2014, 卷号: 78, 期号: 2
作者:  Pang, Guojin;  Wang, Tao;  Liao, Jie;  Li, Sen
收藏  |  浏览/下载：23/0  |  提交时间：2019/11/08
ANN  artificial neural network  BPNN  back-propagation neural  network  EC  electrical conductivity  FDR  first derivative reflectance  GA  genetic algorithm  NDVI  normalized difference vegetation index  PLS  partial least squares regression  RMSECV  root mean square error of cross-validation  RPD  ratio of prediction to deviation  SSC  soil salt content  
Estimation of the quantity of aeolian saltation sediments blown into the Yellow River from the Ulanbuh Desert, China 期刊论文
JOURNAL OF ARID LAND, 2014, 卷号: 6, 期号: 2
作者:  Du, HeQiang;  Xue, Xian;  Wang, Tao
收藏  |  浏览/下载：26/0  |  提交时间：2019/11/08
aeolian sand sediments  integrated wind-erosion modeling system  NDVI  WINDGEN  Ulanbuh Desert  
Estimation of saltation emission in the Kubuqi Desert, North China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2014, 卷号: 479
作者:  Du, Heqiang;  Xue, Xian;  Wang, Tao
收藏  |  浏览/下载：29/0  |  提交时间：2019/11/08
Aeolian sand sediment  BEACH  Integrated Wind-Erosion Modeling System  NDVI  WINDGEN  
Vegetation change based on SPOT-VGT data from 1998-2007, northern China 期刊论文
ENVIRONMENTAL EARTH SCIENCES, 2010, 卷号: 60, 期号: 7
作者:  Liu, Shulin;  Wang, Tao;  Guo, Jian;  Qu, Jianjun;  An, Peijun
收藏  |  浏览/下载：36/0  |  提交时间：2019/11/08
Northern China  Vegetation change  NDVI  SPOT data