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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  
A novel dynamic predictive method of water inrush from coal floor based on gated recurrent unit model 期刊论文
Natural Hazards, 2021, 卷号: 105, 期号: 2
作者:  Zhang Y.;  Yang L.
收藏  |  浏览/下载：17/0  |  提交时间：2021/09/01
Dynamic prediction  Feature selection  Gated recurrent unit neural network  Water inrush from coal floor  
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:  Chen, Yansi;  Hou, Jinliang;  Huang, Chunlin;  Zhang, Ying;  Li, Xianghua
收藏  |  浏览/下载：42/0  |  提交时间：2022/04/28
MODIS TIME-SERIES  CROP CLASSIFICATION  LAND-COVER  VEGETATION INDEXES  FEATURE-SELECTION  NDVI DATA  PERFORMANCE  FIELDS  EXTENT  
Improving the estimation of alpine grassland fractional vegetation cover using optimized algorithms and multi-dimensional features 期刊论文
PLANT METHODS, 2021, 卷号: 17, 期号: 1
作者:  Lin, Xingchen;  Chen, Jianjun;  Lou, Peiqing;  Yi, Shuhua;  Qin, Yu;  You, Haotian;  Han, Xiaowen
收藏  |  浏览/下载：16/0  |  提交时间：2022/04/28
QINGHAI-TIBET PLATEAU  LEAF-AREA INDEX  GLOBAL VEGETATION  FEATURE-SELECTION  YELLOW-RIVER  BARE SOIL  LANDSAT 8  REMOTE  REGRESSION  RESOLUTION  
Mapping Surficial Soil Particle Size Fractions in Alpine Permafrost Regions of the Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Wang, Chong;  Zhao, Lin;  Fang, Hongbing;  Wang, Lingxiao;  Xing, Zanpin;  Zou, Defu;  Hu, Guojie;  Wu, Xiaodong;  Zhao, Yonghua;  Sheng, Yu;  Pang, Qiangqiang;  Du, Erji;  Liu, Guangyue;  Yun, Hanbo
收藏  |  浏览/下载：49/0  |  提交时间：2022/04/28
FEATURE-SELECTION  SPATIAL PREDICTION  MACHINE  DEGRADATION  CHALLENGES  MOISTURE  DEPTH  
Multi-objective feature selection (MOFS) algorithms for prediction of liquefaction susceptibility of soil based on in situ test methods 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 2
作者:  Das S.K.;  Mohanty R.;  Mohanty M.;  Mahamaya M.
收藏  |  浏览/下载：27/0  |  提交时间：2021/09/01
ANN  Feature selection  In situ tests  Liquefaction  MARS  MOSOS  Multi-objective optimization  NSGA-II  
Stepwise extreme learning machine for statistical downscaling of daily maximum and minimum temperature 期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2019, 卷号: 33, 期号: 4-6, 页码: 1035-1056
作者:  MoradiKhaneghahi, Mahsa;  Lee, Taesam;  Singh, Vijay P.
收藏  |  浏览/下载：39/0  |  提交时间：2019/10/08
Artificial neural network  Extreme learning machine  Feature selection  Stepwise  Temperature downscaling  
Consumption-based accounting of CO2 emissions in the sustainable development Goals Agenda 期刊论文
INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY, 2019, 卷号: 26, 期号: 4, 页码: 282-289
作者:  Spaiser, V;  Scott, K.;  Owen, A.;  Holland, R.
收藏  |  浏览/下载：34/0  |  提交时间：2019/10/08
Sustainable Development Goals  consumption-based CO2 emissions  production-based CO2 emissions  climate change  dynamical systems modelling  feature selection  
The feasibility and importance of considering climate change impacts in building retrofit analysis 期刊论文
APPLIED ENERGY, 2019, 卷号: 233, 页码: 254-270
作者:  Shen, Pengyuan;  Braham, William;  Yi, Yunkyu
收藏  |  浏览/下载：14/0  |  提交时间：2019/10/08
Building retrofit  Climate change  Random forest  Feature selection  EnergyPlus  Energy use  
Short-term wind speed prediction using an extreme learning machine model with error correction 期刊论文
ENERGY CONVERSION AND MANAGEMENT, 2018, 卷号: 162
作者:  Wang, Lili;  Li, Xin;  Bai, Yulong
收藏  |  浏览/下载：30/0  |  提交时间：2022/06/21
FEATURE-SELECTION  DECOMPOSITION  ELM  EMD  OPTIMIZATION  ALGORITHM