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Predicting and mapping of soil particle-size fractions with adaptive neuro-fuzzy inference and ant colony optimization in central Iran 期刊论文
发表期刊: EUROPEAN JOURNAL OF SOIL SCIENCE. 出版年: 2016, 卷号: 67, 期号: 6, 页码: 707-725
作者:  Taghizadeh-mehrjardi, R.;  Toomanian, N.;  Khavaninzadeh, A. R.;  Jafari, A.;  Triantafilis, J.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Mapping soil organic carbon content by geographically weighted regression: A case study in the Heihe River Basin, China 期刊论文
发表期刊: GEODERMA. 出版年: 2016, 卷号: 261, 页码: 11-22
作者:  Song, Xiao-Dong;  Brus, Dick J.;  Liu, Feng;  Li, De-Cheng;  Zhao, Yu-Guo;  Yang, Jin-Ling;  Zhang, Gan-Lin
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Digital soil mapping  Kriging with an external drift (KED)  Restricted maximum likelihood (REML)  Map accuracy  Cross-validation  Effective sample size  
Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran 期刊论文
发表期刊: GEODERMA. 出版年: 2016, 卷号: 266, 页码: 98-110
作者:  Taghizadeh-Mehrjardi, R.;  Nabiollahi, K.;  Kerry, R.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Artificial neural network  Support vector regression  k-nearest neighbor  Random forest  Regression tree model  Genetic programming  
The 3D distribution of phyllosilicate clay minerals in western Victoria 期刊论文
发表期刊: GEODERMA. 出版年: 2016, 卷号: 284, 页码: 152-177
作者:  Robinson, Nathan J.;  Kitching, Matt
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Digital soil mapping (DSM)  Mid-infrared spectroscopy (MIR)  X-ray Diffraction (XRD)  Legacy data  Regression trees  Clay minerals  
Digital Mapping of Toxic Metals in Qatari Soils Using Remote Sensing and Ancillary Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2016, 卷号: 8, 期号: 12
作者:  Peng, Yi;  Kheir, Rania Bou;  Adhikari, Kabindra;  Malinowski, Radoslaw;  Greve, Mette B.;  Knadel, Maria;  Greve, Mogens H.
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
toxic metals  cubist  multi-spectral images  spectral indices  seasonal dependence  digital soil mapping  
Creating Multi-Temporal Composites of Airborne Imaging Spectroscopy Data in Support of Digital Soil Mapping 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2016, 卷号: 8, 期号: 11
作者:  Diek, Sanne;  Schaepman, Michael E.;  de Jong, Rogier
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
imaging spectroscopy  multi-temporal composite  digital soil mapping  APEX  empirical line method  
Prediction of soil surface salinity in arid region of central Iran using auxiliary variables and genetic programming 期刊论文
发表期刊: ARID LAND RESEARCH AND MANAGEMENT. 出版年: 2016, 卷号: 30, 期号: 1, 页码: 49-64
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Ayoubi, Shamsollah;  Namazi, Zeinab;  Malone, B. P.;  Zolfaghari, Ali A.;  Sadrabadi, F. Roustaei
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载：18/4  |  提交时间：2019/11/29
Auxiliary data  digital soil mapping  Iran  EM38  
Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions 期刊论文
发表期刊: CATENA. 出版年: 2016, 卷号: 139, 页码: 232-240
作者:  Chagas, Cesar da Silva;  de Carvalho Junior, Waldir;  Bhering, Silvio Barge;  Calderano Filho, Braz
Adobe PDF(2401Kb)  |  收藏  |  浏览/下载：2/1  |  提交时间：2019/11/29
Pedometrics  Landsat dataset  Digital soil mapping  Granulometric composition  Grain size  
High-resolution mapping and spatial variability of soil organic carbon storage in permafrost environments 学位论文
学位授予机构: Stockholms universitet, Institutionen för naturgeografi, Stockholm : Department of Physical Geography, Stockholm University. 出版年: 2016
作者:  Siewert;Matthias Benjamin
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Carbon  Soil organic carbon  Permafrost  Soil  Land cover classification  Digital soil mapping  Machine-learning  Ecosystem  Mapping  Landscape studies  Siberia  Arctic  
Mapping Soil Texture Based on Field Soil Moisture Observations at a High Temporal Resolution in an Oasis Agricultural Area 期刊论文
发表期刊: Pedosphere. 出版年: 2016, 卷号: 26, 期号: 5, 页码: 699-708
作者:  Yang Renmin;  Liu Feng;  Zhang Ganlin;  Zhao Yuguo;  Li Decheng;  Yang Jinling;  Yang Fei;  Yang Fan
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/08
digital soil mapping  fuzzy c-means clustering  low relief  particle-size distribution  semi-arid region  water content