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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  
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：33/0  |  提交时间：2022/03/17
Hydraulic properties  Field capacity  Permanent wilting point  Vis-NIR spectroscopy  Random forest model  Alfisols  Vertisols  
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  
Assessment of the impact of dust aerosols on crop and water loss in the Great Salt Desert in Iran 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2022, 卷号: 192
作者:  Boroughani, Mahdi;  Mohammadi, Maziar;  Mirchooli, Fahimeh;  Fiedler, Stephanie
收藏  |  浏览/下载：12/0  |  提交时间：2022/03/17
Crop loss  Dust susceptibility  Geographically weighted regression  Remote sensing  Water footprint  
Mapping land suitability for informal, small-scale irrigation development using spatial modelling and machine learning in the Upper East Region, Ghana 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2022, 卷号: 803
作者:  Akpoti, Komlavi;  Higginbottom, Thomas P.;  Foster, Timothy;  Adhikari, Roshan;  Zwart, Sander J.
收藏  |  浏览/下载：11/0  |  提交时间：2022/02/12
Food security  Small-scale farmers  Farmer led-irrigation  Semi-arid region  Land suitability  Ecological niche modelling  
Biome reconstruction on the Tibetan Plateau since the Last Glacial Maximum using a machine learning method 期刊论文
发表期刊: SCIENCE CHINA-EARTH SCIENCES. 出版年: 2022, 卷号: 65, 期号: 3, 页码: 518-535
作者:  Qin, Feng;  Zhao, Yan;  Cao, Xianyong
收藏  |  浏览/下载：14/0  |  提交时间：2022/03/17
Biome reconstruction  Random forest algorithm  Biomisation method  Pollen data  Last Glacial Maximum  Tibetan Plateau  
Landscape Perception Identification and Classification Based on Electroencephalogram (EEG) Features 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2022, 卷号: 19, 期号: 2
作者:  Wang, Yuting;  Wang, Shujian;  Xu, Ming
收藏  |  浏览/下载：11/0  |  提交时间：2022/03/17
unmanned aerial vehicle (UAV)  electroencephalogram (EEG) features  landscape perception  machine learning  
Machine Learning-Assisted Computational Screening of Metal-Organic Frameworks for Atmospheric Water Harvesting 期刊论文
发表期刊: NANOMATERIALS. 出版年: 2022, 卷号: 12, 期号: 1
作者:  Li, Lifeng;  Shi, Zenan;  Liang, Hong;  Liu, Jie;  Qiao, Zhiwei
收藏  |  浏览/下载：29/0  |  提交时间：2022/03/17
metal-organic frameworks  water harvesting  molecular simulation  algorithm  absorption