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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：3/0  |  提交时间：2024/03/01
Enhanced generalized regression neural network (EGRNN)  feature selection  Qinghai-Tibet Plateau (QTP)  soil moisture (SM) estimation  
Monitoring Irrigation Events and Crop Dynamics Using Sentinel-1 and Sentinel-2 Time Series 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 5
作者:  Ma, Chunfeng;  Johansen, Kasper;  McCabe, Matthew F.
收藏  |  浏览/下载：34/0  |  提交时间：2022/04/28
VEGETATION WATER-CONTENT  GLOBAL SENSITIVITY-ANALYSIS  SOIL-MOISTURE ESTIMATION  SAR DATA  C-BAND  INDEX  AGRICULTURE  RETRIEVAL  LANDSAT  CORN  
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：35/0  |  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  
Seedling and sapling recruitment following novel silvicultural treatments in Great Lakes northern hardwoods 期刊论文
, 2020, 卷号: 462
作者:  Hupperts S.F.;  Webster C.R.;  Froese R.E.;  Dickinson Y.L.
收藏  |  浏览/下载：35/0  |  提交时间：2020/07/28
Biodiversity  Hardwoods  Lakes  Site selection  Soil moisture  Topography  Betula alleghaniensis  Irregular shelterwood  Northern hardwoods  Scarification  Shelterwood  Silviculture  Single tree selection  Reforestation  abundance estimation  basal area  conspecific  deciduous tree  leaf litter  recruitment (population dynamics)  scarification  seedling  selective breeding  silviculture  wood quality  Betula Alleghaniensis  Biodiversity  Hardwoods  Lakes  Scarification  Topography  Great Lakes [North America]  Betula alleghaniensis  
Site index estimation for clonal eucalypt plantations in Brazil: A modeling approach refined by environmental variables 期刊论文
, 2020, 卷号: 466
作者:  Scolforo H.F.;  McTague J.P.;  Burkhart H.;  Roise J.;  Alvares C.A.;  Stape J.L.
收藏  |  浏览/下载：30/0  |  提交时间：2020/07/28
Forecasting  Plants (botany)  Soil moisture  Accurate estimation  Biological behavior  Environment effects  Environmental variables  Eucalypt plantations  Long-term prediction  Site-index estimations  Soil water deficit  Forestry  dicotyledon  ecological modeling  environmental gradient  forest inventory  plantation  site index  soil water  Brazil  Equations  Forecasts  Forestry  Growth  Height  Set  Variables  Brazil  Eucalyptus