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Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2023, 卷号: 16
作者:  Zhang, Ling;  Xue, Zhaohui;  Liu, Huan;  Li, Hao
收藏  |  浏览/下载：8/0  |  提交时间：2024/03/01
Enhanced generalized regression neural network (EGRNN)  feature selection  Qinghai-Tibet Plateau (QTP)  soil moisture (SM) estimation  
Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data 期刊论文
, 2020, 卷号: 136
作者:  Filippucci P.;  Tarpanelli A.;  Massari C.;  Serafini A.;  Strati V.;  Alberi M.;  Raptis K.G.C.;  Mantovani F.;  Brocca L.
收藏  |  浏览/下载：36/0  |  提交时间：2020/07/28
Correlation methods  Gamma ray spectrometers  Gamma rays  Global warming  Irrigation  Soil moisture  Calibration methodologies  Estimation techniques  Gamma-ray spectroscopy  Innovative approaches  Pearson correlation  Ray method  Sm2rain  Spatial and temporal resolutions  Soil surveys  estimation method  gamma radiation  irrigation  soil moisture  spatiotemporal analysis  Emilia