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Spatial variability of soil quality within management zones: Homogeneity and purity of delineated zones 期刊论文
发表期刊: CATENA. 出版年: 2022, 卷号: 209
作者:  Zeraatpisheh, Mojtaba;  Bottega, Eduardo Leonel;  Bakhshandeh, Esmaeil;  Owliaie, Hamid Reza;  Taghizadeh-Mehrjardi, Ruhollah;  Kerry, Ruth;  Scholten, Thomas;  Xu, Ming
收藏  |  浏览/下载：16/0  |  提交时间：2022/02/12
Soil properties  Random forest  Machine learning  Arid and semiarid regions  Statistical analysis  Geostatistics  
Revealing the Structure and Composition of the Restored Vegetation Cover in Semi-Arid Mine Dumps Based on LiDAR and Hyperspectral Images 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Tang, Jiajia;  Liang, Jie;  Yang, Yongjun;  Zhang, Shaoliang;  Hou, Huping;  Zhu, Xiaoxiao
收藏  |  浏览/下载：17/0  |  提交时间：2022/03/17
ecological restoration  hierarchical classification  vegetation structure  LiDAR  vegetation species  
A Planted Forest Mapping Method Based on Long-Term Change Trend Features Derived from Dense Landsat Time Series in an Ecological Restoration Region 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 4
作者:  Meng, Yuanyuan;  Wei, Caiyong;  Guo, Yanpei;  Tang, Zhiyao
收藏  |  浏览/下载：32/0  |  提交时间：2022/03/17
planted forests  long-term change trend features  Landsat time series  Google Earth Engine  random forest  NDVI  
Predictive modeling of groundwater nitrate pollution and evaluating its main impact factors using random forest 期刊论文
发表期刊: CHEMOSPHERE. 出版年: 2022, 卷号: 290
作者:  He, Song;  Wu, Jianhua;  Wang, Dan;  He, Xiaodong
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Groundwater nitrate  Environmental factors  Machine learning  Random forest  Predictor variable importance  
Soil Erosion Assessment of Alpine Grassland in the Source Park of the Yellow River on the Qinghai-Tibetan Plateau, China 期刊论文
发表期刊: FRONTIERS IN ECOLOGY AND EVOLUTION. 出版年: 2022, 卷号: 9
作者:  Lin, Huilong;  Zhao, Yuting
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
grassland degradation  Cs-137 element tracing  soil erosion classification  restoration and protection management  alpine grassland  
Temporal Scaling of Streamflow Elasticity to Precipitation: A Global Analysis 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2022, 卷号: 58, 期号: 1
作者:  Zhang, Yongqiang;  Viglione, Alberto;  Bloeschl, Gunter
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
Vegetation Mapping in the Permafrost Region: A Case Study on the Central Qinghai-Tibet Plateau 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 1
作者:  Zou, Defu;  Zhao, Lin;  Liu, Guangyue;  Du, Erji;  Hu, Guojie;  Li, Zhibin;  Wu, Tonghua;  Wu, Xiaodong;  Chen, Jie
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
vegetation mapping  alpine swamp meadow  random forest  permafrost region  Qinghai-Tibet Plateau  
Prediction of soil hydraulic properties using VIS-NIR spectral data in semi-arid region of Northern Karnataka Plateau 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2022, 卷号: 28
作者:  Dharumarajan, S.;  Lalitha, M.;  Gomez, C.;  Vasundhara, R.;  Kalaiselvi, B.;  Hegde, Rajendra
收藏  |  浏览/下载：32/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
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：27/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Random forest and naive Bayes approaches as tools for flash flood hazard susceptibility prediction, South Ras El-Zait, Gulf of Suez Coast, Egypt 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 3
作者:  Abu El-Magd, Sherif Ahmed
收藏  |  浏览/下载：47/0  |  提交时间：2022/03/17
Machine learning  Flash flood model  Naive Bayes  Random forest  Wadi El-Dib  Egypt