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Chromite-Bearing Peridotite Identification, Based on Spectral Analysis and Machine Learning: A Case Study of the Luobusa Area, Tibet, China 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 16
作者:  Yang, Weiguang;  Zheng, Youye;  Chen, Shizhong;  Duan, Xingxing;  Zhou, Yu;  Xu, Xiaokuan
收藏  |  浏览/下载：4/0  |  提交时间：2024/03/01
remote sensing  spectral enhancement techniques  support vector machine  mantle peridotite  chromite deposit  
Desiccation cracking of soils: A review of investigation approaches, underlying mechanisms, and influencing factors 期刊论文
Earth Science Reviews, 2021, 卷号: 216
作者:  Tang C.-S.;  Zhu C.;  Cheng Q.;  Zeng H.;  Xu J.-J.;  Tian B.-G.;  Shi B.
收藏  |  浏览/下载：26/0  |  提交时间：2021/09/01
Crack dynamics  Cracking influencing factors  Experimental techniques  Numerical simulation  Soil desiccation crack  Theoretical model  
Tree failure prediction model (TFPM): machine learning techniques comparison in failure hazard assessment of Platanus orientalis in urban forestry 期刊论文
Natural Hazards, 2021
作者:  Jahani A.;  Saffariha M.
收藏  |  浏览/下载：36/0  |  提交时间：2021/09/01
Failure hazard  Machine learning techniques  Platanus orientalis  Urban trees  
Synoptic classification of meteorological patterns and their impact on air pollution episodes and new particle formation processes in a south European air basin 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 245
作者:  Salvador P.;  Barreiro M.;  Gómez-Moreno F.J.;  Alonso-Blanco E.;  Artíñano B.
收藏  |  浏览/下载：30/0  |  提交时间：2022/01/18
Air pollution episodes  Circulation classification techniques  New particle formation  Particle size distributions  Synoptic meteorological patterns  
Remote sensing of a high-Arctic, local dust event over Lake Hazen (Ellesmere Island, Nunavut, Canada) 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 246
作者:  Ranjbar K.;  O'Neill N.T.;  Ivanescu L.;  King J.;  Hayes P.L.
收藏  |  浏览/下载：33/0  |  提交时间：2022/01/18
Arctic-adapted remote sensing techniques for dust detection  Drainage wind  Dust optical properties  High Arctic  Lake Hazen  Local dust plume  
A unified viscoplastic model and strain rate-temperature equivalence of frozen soil under impact loading 期刊论文
JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS, 2021, 卷号: 152
作者:  Zhang, Fulai;  Zhu, Zhiwu;  Ma, Wei;  Zhou, Zhiwei;  Fu, Tiantian
收藏  |  浏览/下载：30/0  |  提交时间：2022/04/28
DYNAMIC COMPRESSIVE STRENGTH  PULSE SHAPING TECHNIQUES  CONSTITUTIVE MODEL  BRITTLE MATERIALS  PRESSURE  DAMAGE  TESTS  
Merging multiple satellite-based precipitation products and gauge observations using a novel double machine learning approach 期刊论文
JOURNAL OF HYDROLOGY, 2021, 卷号: 594
作者:  Zhang, Ling;  Li, Xin;  Zheng, Donghai;  Zhang, Kun;  Ma, Qimin;  Zhao, Yanbo;  Ge, Yingchun
收藏  |  浏览/下载：25/0  |  提交时间：2022/04/28
ARTIFICIAL NEURAL-NETWORKS  INTERPOLATION TECHNIQUES  RAINFALL DATA  REGRESSION  PERFORMANCE  ALGORITHM  SYSTEM  REGION  ERROR  BASIN  
Effective flow and transport properties of heterogeneous unsaturated soils 期刊论文
, 2020, 卷号: 143
作者:  Soraganvi V.S.;  Ababou R.;  Kumar M.S.M.
收藏  |  浏览/下载：36/0  |  提交时间：2020/07/28
Dispersions  Geometry  Harmonic analysis  Parallel flow  Perturbation techniques  Soil surveys  Soils  Solute transport  Stochastic models  Stochastic systems  Velocity  Dispersion coefficient  Horizontal stratification  Large scale simulations  Random velocity fields  Solute concentrations  Spatially correlated random fields  Steady-state simulations  Vertical stratification  Soil testing  anisotropy  computer simulation  conductivity  correlation  dispersion  flow velocity  geometry  numerical model  solute transport  stochasticity  stratification  unsaturated medium  
Unsaturated flow in a packing of swelling particles; a grain-scale model 期刊论文
, 2020, 卷号: 142
作者:  Sweijen T.;  Hassanizadeh S.M.;  Chareyre B.
收藏  |  浏览/下载：36/0  |  提交时间：2020/07/28
Finite difference method  Granular materials  Liquids  Water absorption  Characteristic time  Grain-scale model  Modelling techniques  Particle movement  Particle packings  Pore-scale model  Swelling behaviour  Unsaturated flows  Swelling  absorption  computer simulation  discrete element method  granular medium  numerical model  swelling  unsaturated flow  
Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者:  Liu Y.;  Jing W.;  Wang Q.;  Xia X.
收藏  |  浏览/下载：33/0  |  提交时间：2020/07/28
Decision trees  Land surface temperature  Learning systems  Nearest neighbor search  Neural networks  Object oriented programming  Soil moisture  Support vector machines  Support vector regression  Surveying  Topography  Vegetation  Classification and regression tree  Correlation coefficient  Digital elevation model  Geographic coordinates  High spatial resolution  K nearest neighbor (KNN)  Machine learning techniques  Normalized difference vegetation index  Learning algorithms  algorithm  comparative study  correlation  data set  digital elevation model  downscaling  machine learning  NDVI  soil moisture  spatial analysis  surface temperature  Australia  China  North America  Qinghai-Xizang Plateau  Spain