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Improving BP artificial neural network model to predict the SPI in arid regions: a case study in Northern Shaanxi, China 期刊论文
发表期刊: HYDROLOGY RESEARCH. 出版年: 2022, 卷号: 53, 期号: 3, 页码: 419-440
作者:  Li Shaoxuan;  Xie Jiancang;  Yang Xue;  Xue Ruihua;  Zhao Peiyuan
收藏  |  浏览/下载:24/0  |  提交时间:2024/09/20
BP artificial neural network  data preprocessing  decomposition hybrid model  singular spectrum analysis  
A Machine Learning Framework for Olive Farms Profit Prediction 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 23
作者:  Christias, Panagiotis;  Mocanu, Mariana
收藏  |  浏览/下载:44/0  |  提交时间:2022/02/12
Machine Learning  predictive modeling  data preprocessing  resampling  ensemble methods  irrigation management  olive tree farms  
Comparing the Effect of Preprocessing Transformations on Methods of Land-Use Classification Derived From Spectral Soil Measurements 会议论文
会议名称: 6th Workshop on Hyperspectral Image and Signal Processing (WHISPERS). 会议地点: Lausanne, SWITZERLAND. 会议日期: JUN, 2014
作者:  Rozenstein, Offer;  Paz-Kagan, Tarin;  Salbach, Christoph;  Karnieli, Arnon
收藏  |  浏览/下载:24/0  |  提交时间:2019/12/09
Generalized least squares weighting (GLSW)  land-use changes  partial least squares discriminant analysis (PLS-DA)  preprocessing transformations (PPTs)  random forests (RF)  soil spectroscopy  
Comparing the Effect of Preprocessing Transformations on Methods of Land-Use Classification Derived From Spectral Soil Measurements 会议论文
会议名称: 6th Workshop on Hyperspectral Image and Signal Processing (WHISPERS). 会议地点: Lausanne, SWITZERLAND. 会议日期: JUN, 2014
作者:  Rozenstein, Offer;  Paz-Kagan, Tarin;  Salbach, Christoph;  Karnieli, Arnon
收藏  |  浏览/下载:27/0  |  提交时间:2019/12/09
Generalized least squares weighting (GLSW)  land-use changes  partial least squares discriminant analysis (PLS-DA)  preprocessing transformations (PPTs)  random forests (RF)  soil spectroscopy  
Comparing the Effect of Preprocessing Transformations on Methods of Land-Use Classification Derived From Spectral Soil Measurements 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2015, 卷号: 8, 期号: 6, 页码: 2393-2404
作者:  Rozenstein, Offer;  Paz-Kagan, Tarin;  Salbach, Christoph;  Karnieli, Arnon
收藏  |  浏览/下载:24/0  |  提交时间:2019/11/29
Generalized least squares weighting (GLSW)  land-use changes  partial least squares discriminant analysis (PLS-DA)  preprocessing transformations (PPTs)  random forests (RF)  soil spectroscopy  
基于中高分辨率遥感的地表植被参数反演算法研究 学位论文
学位授予机构: 中国科学院大学. 出版年: 2012
作者:  赵岩
收藏  |  浏览/下载:24/0  |  提交时间:2019/12/04
mid-high resolution remote sensing  land surface vegetation  data preprocessing  parameter retrieval model  system construction  
CCD几何偏差模型的多波段遥感影像配准 期刊论文
发表期刊: 遥感学报. 出版年: 2012, 卷号: 16, 期号: 6, 页码: 1145-1156
作者:  严明;  王智勇;  伍菲;  于冰洋;  贺少帅
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/29
remote sensing satellite  preprocessing  band registration  sub-pixel  geometric model  
Automated Orbit Determination System (AODS) requirements definition and analysis 科技报告
报告编号: NASA-TM-84795, STL-80-003, NAS 1.15:84795. 出版年: 1980
作者:  Waligora, S. R.;  Goorevich, C. E.;  Teles, J.;  Pajerski, R. S.
收藏  |  浏览/下载:15/0  |  提交时间:2019/11/30
COMPUTER PROGRAMS  FUNCTIONAL DESIGN SPECIFICATIONS  ONBOARD DATA PROCESSING  ORBIT CALCULATION  REQUIREMENTS  COMPUTERIZED SIMULATION  EPHEMERIDES  INPUT  ORBITAL POSITION ESTIMATION  OUTPUT  PREPROCESSING  PROTOTYPES  TDR SATELLITES  VELOCITY  
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