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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：18/0  |  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  
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  
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：28/0  |  提交时间：2022/03/17
Soil salinity  Electrical conductivity  Machine learning  Cross-validation  Google Earth Engine  
Leveraging Google Earth Engine platform to characterize and map small seasonal wetlands in the semi-arid environments of South Africa 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Gxokwe, Siyamthanda;  Dube, Timothy;  Mazvimavi, Dominic
收藏  |  浏览/下载：14/0  |  提交时间：2021/11/19
Limpopo River Basin  Object-based classification  Machine learning algorithm  Wetland mapping  Wetland condition  
Land cover change detection in the Aralkum with multi-source satellite datasets 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2022
作者:  Low, Fabian;  Dimov, Dimo;  Kenjabaev, Shavkat;  Zaitov, Sherzod;  Stulina, Galina;  Dukhovny, Viktor
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Aral sea  google earth engine  ground truth data  land cover  remote sensing  random forest  
Sunshine duration measurements and predictions in Saharan Algeria region: an improved ensemble learning approach 期刊论文
发表期刊: THEORETICAL AND APPLIED CLIMATOLOGY. 出版年: 2022
作者:  El-kenawy, El-Sayed M.;  Ibrahim, Abdelhameed;  Bailek, Nadjem;  Bouchouicha, Kada;  Hassan, Muhammed A.;  Jamei, Mehdi;  Al-Ansari, Nadhir
收藏  |  浏览/下载：23/0  |  提交时间：2022/02/12
Sunshine duration  Solar energy  Hybrid ensemble learning approach  Algerian desert