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MSB-FRA: Testing abiotic drivers of activity, abundance, and diversity of ground-dwelling arthropod communities at a continental scale 项目
项目编号: 1702426. 资助机构: US-NSF（美国国家科学基金会）. 起止日期: 2017-2021
负责人:  Michael Kaspari
收藏  |  浏览/下载：6/0  |  提交时间：2021/01/13
Estimation of maize evapotranspiration using extreme learning machine and generalized regression neural network on the China Loess Plateau 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2017, 卷号: 48, 期号: 4, 页码: 1156-1168
作者:  Feng, Yu;  Gong, Daozhi;  Mei, Xurong;  Cui, Ningbo
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
evapotranspiration  extreme learning machine  generalized regression neural network  maize  modified dual crop coefficient approach  
Towards improved land use mapping of irrigated croplands: performance assessment of different image classification algorithms and approaches 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2017, 卷号: 50, 期号: 1, 页码: 187-201
作者:  Basukala, Amit Kumar;  Oldenburg, Carsten;  Schellberg, Juergen;  Sultanov, Murodjon;  Dubovyk, Olena
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Land use (LU) mapping  random forest  support vector machine  maximum likelihood  field-based  Uzbekistan  
A regional, size-dependent, and causal effective medium model for Asian and Saharan mineral dust refractive index spectra 期刊论文
发表期刊: JOURNAL OF AEROSOL SCIENCE. 出版年: 2017, 卷号: 114, 页码: 327-341
作者:  Stegmann, Patrick G.;  Yang, Ping
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Index of refraction  Mineral dust  Sahara  Gobi  Effective medium  Kramers-Kronig  
Mapping Prosopis glandulosa (mesquite) in the semi-arid environment of South Africa using high-resolution WorldView-2 imagery and machine learning classifiers 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2017, 卷号: 145, 页码: 43-51
作者:  Adam, Elhadi;  Mureriwa, Nyasha;  Newete, Solomon
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Prosopis glandulosa  Invasive species  WorldView 2  Image classification  Random forest  Support Vector Machine  
Determination of CERES TOA Fluxes Using Machine Learning Algorithms. Part I: Classification and Retrieval of CERES Cloudy and Clear Scenes 期刊论文
发表期刊: JOURNAL OF ATMOSPHERIC AND OCEANIC TECHNOLOGY. 出版年: 2017, 卷号: 34, 期号: 10, 页码: 2329-2345
作者:  Thampi, Bijoy Vengasseril;  Wong, Takmeng;  Lukashin, Constantin;  Loeb, Norman G.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Unmanned aircraft system advances health mapping of fragile polar vegetation 期刊论文
发表期刊: METHODS IN ECOLOGY AND EVOLUTION. 出版年: 2017, 卷号: 8, 期号: 12, 页码: 1842-1857
作者:  Malenovsky, Zbynek;  Lucieer, Arko;  King, Diana H.;  Turnbull, Johanna D.;  Robinson, Sharon A.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Antarctic moss stress  chlorophyll content  effective leaf density  multispectral and hyperspectral remote sensing  quantitative imaging spectroscopy  relative plant vigour  satellite and airborne mapping  unmanned aircraft system  unmanned aerial vehicle  
Ants regulate colony spatial organization using multiple chemical road-signs 期刊论文
发表期刊: NATURE COMMUNICATIONS. 出版年: 2017, 卷号: 8
作者:  Heyman, Yael;  Shental, Noam;  Brandis, Alexander;  Hefetz, Abraham;  Feinerman, Ofer
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Feature Selection Optimization Using Artificial Immune System Algorithm for Identifying Dementia in MRI Images 期刊论文
发表期刊: JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. 出版年: 2017, 卷号: 7, 期号: 1, 页码: 73-78
作者:  Valarmathy, S.;  Vanitha, N. Suthanthira
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
Magnetic Resonance Imaging (MRI)  Dementia Classification  Discrete Wavelet Transform  Feature Selection  Artificial Immune System (AIS)  Naive Bayes  
A machine learning approach to estimation of downward solar radiation from satellite-derived data products: An application over a semi-arid ecosystem in the US 期刊论文
发表期刊: PLOS ONE. 出版年: 2017, 卷号: 12, 期号: 8
作者:  Zhou, Qingtao;  Flores, Alejandro;  Glenn, Nancy F.;  Walters, Reggie;  Hang, Bangshuai
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29