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Estimation of Soil Organic Matter in Arid Zones with Coupled Environmental Variables and Spectral Features 期刊论文
发表期刊: SENSORS. 出版年: 2022, 卷号: 22, 期号: 3
作者:  Wang, Zheng;  Ding, Jianli;  Zhang, Zipeng
收藏  |  浏览/下载：23/0  |  提交时间：2022/03/17
remote sensing  visible and near-infrared spectroscopy  soil organic matter  environmental variables  partial least squares regression  
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data 期刊论文
发表期刊: ADVANCES IN SPACE RESEARCH. 出版年: 2022, 卷号: 69, 期号: 2
作者:  Aksoy, Samet;  Yildirim, Aylin;  Gorji, Taha;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Do Anthropogenic Activities Affect Floristic Diversity and Vegetation Structure More Than Natural Soil Properties in Hyper-Arid Desert Environments? 期刊论文
发表期刊: DIVERSITY-BASEL. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Hussein, Ethar A.;  Abd El-Ghani, Monier M.;  Hamdy, Rim S.;  Shalabi, Lamiaa E.
收藏  |  浏览/下载：31/0  |  提交时间：2021/07/30
protected areas  soil factors  human disturbance  vegetation analysis  Egypt  variation partitioning  multivariate analysis  
Improving the spatial prediction of soil salinity in arid regions using wavelet transformation and support vector regression models 期刊论文
发表期刊: GEODERMA. 出版年: 2021, 卷号: 383
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Toomanian, Norair;  Heung, Brandon;  Behrens, Thorsten;  Mosavi, Amirhosein;  Band, Shahab S.;  Amirian-Chakan, Alireza;  Fathabadi, Aboalhasan;  Scholten, Thomas
收藏  |  浏览/下载：22/0  |  提交时间：2021/01/07
Digital soil mapping  Machine learning  Soil salinity  Support vector regression  Wavelet transformation  
Soil Salinity Mapping Using Machine Learning Algorithms with the Sentinel-2 MSI in Arid Areas, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Wang, Jiaqiang;  Peng, Jie;  Li, Hongyi;  Yin, Caiyun;  Liu, Weiyang;  Wang, Tianwei;  Zhang, Huaping
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
soil salinization  Sentinel-2 MSI  remote sensing  machine learning  arid area  
Comparisons of random forest and stochastic gradient treeboost algorithms for mapping soil electrical conductivity with multiple subsets using Landsat OLI and DEM/GIS-based data at a type oasis in Xinjiang, China 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2021, 卷号: 54, 期号: 1, 页码: 158-181
作者:  Wei, Yang;  Ding, Jianli;  Yang, Shengtian;  Yang, Xiaodong;  Wang, Fei
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Soil salinity  machine learning  arid regions  Landsat OLI  spatial heterogeneity  
Characterizing soil salinity at multiple depth using electromagnetic induction and remote sensing data with random forests: A case study in Tarim River Basin of southern Xinjiang, China 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 754
作者:  Wang, Fei;  Yang, Shengtian;  Wei, Yang;  Shi, Qian;  Ding, Jianli
收藏  |  浏览/下载：26/0  |  提交时间：2021/01/07
Soil salinity  Electromagnetic induction (EMI)  Digital soil mapping  Random forest  Harmonized World Soil Database  Tarim River Basin  
西北干旱区不稳定耕地概念与分类研究--以新疆昌吉州为例 期刊论文
发表期刊: 地理研究. 出版年: 2021, 卷号: 40, 期号: 3
作者:  张红旗;  李达净
收藏  |  浏览/下载：15/0  |  提交时间：2021/08/05
unstable farmland  concept  classification system  arid areas of Northwest China  
Assessing the Long-Term Evolution of Abandoned Salinized Farmland via Temporal Remote Sensing Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 20
作者:  Zhao, Liya;  Yang, Qi;  Zhao, Qiang;  Wu, Jingwei
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
salinization  abandoned salinized farmland  remote sensing  Hetao Irrigation District  
Assessing the Long-Term Impact of Traditional Agriculture and the Mid-Term Impact of Intensification in Face of Local Climatic Changes 期刊论文
发表期刊: AGRICULTURE-BASEL. 出版年: 2021, 卷号: 11, 期号: 9
作者:  da Gama, Jose Telo;  Loures, Luis;  Lopez-Pineiro, Antonio;  Quintino, Derick;  Ferreira, Paulo;  Nunes, Jose Rato
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/19
soil degradation  anthropic pressure  mediterranean basin  semi-arid  desertification