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Evaluation of conditioned Latin hypercube sampling for soil mapping based on a machine learning method 期刊论文
GEODERMA, 2020, 卷号: 369, 页码: 15
Authors:  Yang, Lin;  Li, Xinming;  Shi, Jingjing;  Shen, Feixue;  Qi, Feng;  Gao, Binbo;  Chen, Ziyue;  Zhu, A-Xing;  Zhou, Chenghu
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Conditioned Latin hypercube sampling  Soil mapping  Representativeness  Sample randomness  
Using pedotransfer functions to estimate soil hydraulic conductivity in the Loess Plateau of China SCI/SSCI论文
2016
Authors:  Zhao C. L.;  Shao, M. A.;  Jia, X. X.;  Nasir, M.;  Zhang, C. C.
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Saturated soil hydraulic conductivity  Loess Plateau  Artificial neural  network  Multiple linear regression  Stability  artificial neural-networks  particle-size distribution  physical-properties  water conservation  bulk-density  prediction  inference  variables  patterns  systems  
Bacterial community dissimilarity between the surface and subsurface soils equals horizontal differences over several kilometers in the western Tibetan Plateau SCI/SSCI论文
2016
Authors:  Chu H. Y.;  Sun, H. B.;  Tripathi, B. M.;  Adams, J. M.;  Huang, R.;  Zhang, Y. J.;  Shi, Y.
View  |  Adobe PDF(463Kb)  |  Favorite  |  View/Download:213/127  |  Submit date:2017/11/09
ribosomal-rna genes  microbial communities  phylogenetic structure  california grassland  continental-scale  plant diversity  beta-diversity  organic-carbon  biogeography  forest  
Detecting nominal variables' spatial associations using conditional probabilities of neighboring surface objects' categories SCI/SSCI论文
2016
Authors:  Bai H. X.;  Li, D. Y.;  Ge, Y.;  Wang, J. F.
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Spatial associations  Nominal variable  Conditional probability  distribution  Adjacency matrix  neural-tube defects  local indicators  birth-defects  risk-factors  morans i  autocorrelation  models  images  land  statistics  
Effects of rural-urban migration on vegetation greenness in fragile areas: A case study of Inner Mongolia in China SCI/SSCI论文
2016
Authors:  Li S. J.;  Sun, Z. G.;  Tan, M. H.;  Li, X. B.
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rural-urban migration  agricultural labor  vegetation greenness  NDVI  Inner Mongolia  ndvi time-series  noaa ndvi  climate  cover  dynamics  datasets  
Land Use/Cover Change Impacts on Water Table Change over 25 Years in a Desert-Oasis Transition Zone of the Heihe River Basin, China SCI/SSCI论文
2016
Authors:  Wang J. F.;  Gao, Y. C.;  Wang, S.
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spatiotemporal variability  groundwater depth  land cover change  effect  desert-oasis transition zone  arid region  groundwater level  network design  loess plateau  evapotranspiration  variability  catchment  responses  kansas  scale  
A combined GLAS and MODIS estimation of the global distribution of mean forest canopy height SCI/SSCI论文
2016
Authors:  Wang Y. Y.;  Li, G. C.;  Ding, J. H.;  Guo, Z. D.;  Tang, S. H.;  Wang, C.;  Huang, Q. N.;  Liu, R. G.;  Chen, J. M.
View  |  Adobe PDF(2848Kb)  |  Favorite  |  View/Download:795/62  |  Submit date:2017/11/09
Mean forest canopy height  Geoscience Laser Altimeter System  Anisotropic factor  Balanced random forest  Wavelet method  variable importance measures  resource limitations model  icesat laser  altimetry  vegetation indexes  vertical structure  multisensor lidar  elevation data  new-hampshire  tree cover  biomass  
A Spatial Conditioned Latin Hypercube Sampling Method for Mapping Using Ancillary Data SCI/SSCI论文
2016
Authors:  Gao B. B.;  Pan, Y. C.;  Chen, Z. Y.;  Wu, F.;  Ren, X. H.;  Hu, M. G.
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constrained optimization  variogram  information  variables  variance  
Changes in productivity, efficiency and technology of China's crop production under rural restructuring SCI/SSCI论文
2016
Authors:  Song W.;  Han, Z.;  Deng, X. Z.
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Crop production  Total factor productivity  Three-stage Malmquist  Bootstrap-Malmquist  China  data envelopment analysis  agricultural productivity  technical  efficiency  sensitivity-analysis  malmquist indexes  cultivated land  growth  perspective  countries  models  
Evaluation of Sustainable Development of Resources-Based Cities in Shanxi Province Based on Unascertained Measure SCI/SSCI论文
2016
Authors:  Chang Y. Z.;  Dong, S. C.
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resources-based cities  sustainable development  unascertained measure  transition  multicriteria decision-analysis  china