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Climate and demography drive 7000 years of dietary change in the Central Andes 期刊论文
发表期刊: SCIENTIFIC REPORTS. 出版年: 2022, 卷号: 12, 期号: 1
作者:  Wilson, Kurt M.;  McCool, Weston C.;  Brewer, Simon C.;  Zamora-Wilson, Nicole;  Schryver, Percy J.;  Lamson, Roxanne Lois F.;  Huggard, Ashlyn M.;  Coltrain, Joan Brenner;  Contreras, Daniel A.;  Codding, Brian F.
收藏  |  浏览/下载:14/0  |  提交时间:2022/03/17
Mapping Opuntia stricta in the Arid and Semi-Arid Environment of Kenya Using Sentinel-2 Imagery and Ensemble Machine Learning Classifiers 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Muthoka, James M.;  Salakpi, Edward E.;  Ouko, Edward;  Yi, Zhuang-Fang;  Antonarakis, Alexander S.;  Rowhani, Pedram
收藏  |  浏览/下载:4/0  |  提交时间:2021/07/30
invasive plant species  remote sensing  extreme gradient boost  random forest  spectral indices  topographic indices  
A contribution to drought resilience in East Africa through groundwater pump monitoring informed by in-situ instrumentation, remote sensing and ensemble machine learning 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2021, 卷号: 780
作者:  Thomas, Evan;  Wilson, Daniel;  Kathuni, Styvers;  Libey, Anna;  Chintalapati, Pranav;  Coyle, Jeremy
收藏  |  浏览/下载:14/0  |  提交时间:2021/07/30
Water pump  Africa  Drought  Machine learning  Remote sensing  
Macro-classification of meteorites by portable energy dispersive X-ray fluorescence spectroscopy (pED-XRF), principal component analysis (PCA) and machine learning algorithms 期刊论文
发表期刊: TALANTA. 出版年: 2020, 卷号: 212
作者:  Allegretta, Ignazio;  Marangoni, Bruno;  Manzari, Paola;  Porfido, Carlo;  Terzano, Roberto;  De Pascale, Olga;  Senesi, Giorgio S.
收藏  |  浏览/下载:3/0  |  提交时间:2020/07/01
Meteorite Meteor-wrong  Portable  ED-XRF  PCA  Machine learning  
A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2018, 卷号: 644, 页码: 954-962
作者:  Sajedi-Hosseini, Farzaneh;  Malekian, Arash;  Choubin, Bahram;  Rahmati, Omid;  Cipullo, Sabrina;  Coulon, Frederic;  Pradhan, Biswajeet
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/29
Groundwater pollution  Nitrate  Probability  Risk  Vulnerability  GIS