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Evaluating the downscaling uncertainty of hydrometeorological data in snowmelt runoff simulation 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Hu, Haoxin;  Zeng, Xiankui;  Cai, Xing;  Gui, Dongwei;  Wu, Jichun;  Wang, Dong
收藏  |  浏览/下载：24/0  |  提交时间：2022/02/12
Downscaling  Snowmelt runoff model  Bayesian stacking  Uncertainty  
Integration of extreme gradient boosting feature selection approach with machine learning models: application of weather relative humidity prediction 期刊论文
发表期刊: NEURAL COMPUTING & APPLICATIONS. 出版年: 2021
作者:  Tao, Hai;  Awadh, Salih Muhammad;  Salih, Sinan Q.;  Shafik, Shafik S.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载：19/0  |  提交时间：2021/11/29
Relative humidity  XGBoost feature selection  Weather stochasticity  Machine learning  
Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms 期刊论文
发表期刊: ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY. 出版年: 2021
作者:  Deval, Kundan;  Joshi, P. K.
收藏  |  浏览/下载：11/0  |  提交时间：2021/11/29
Vegetation type  Land cover  Semi-arid wetland  Maximum Likelihood (MXL)  Artificial Neural Network (ANN)  Support Vector Machine (SVM)  WorldView2  
Impacts of groundwater and climate variability on terrestrial groundwater dependent ecosystems: a review of geospatial assessment approaches and challenges and possible future research directions 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chiloane, Chantel;  Dube, Timothy;  Shoko, Cletah
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/29
Arid environments  cloud computing  groundwater resources  satellite data  vegetation responses  
Shortwave infrared vegetation index-based modelling for aboveground vegetation biomass assessment in the arid steppes of Algeria 期刊论文
发表期刊: AFRICAN JOURNAL OF RANGE & FORAGE SCIENCE. 出版年: 2021
作者:  Benseghir, Louai;  Bachari, Nour El Islam
收藏  |  浏览/下载：24/0  |  提交时间：2021/11/29
cross-validation  Landsat 8 OLI  machine learning  Stipa tenacissima L  
Amalgamation of Machine Learning and Slice-by-Slice Registration of MRI for Early Prognosis of Cognitive Decline 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 出版年: 2021, 卷号: 12, 期号: 1, 页码: 114-130
作者:  Jain, Manju;  Rai, C. S.;  Jain, Jai;  Gambhir, Deepak
收藏  |  浏览/下载：30/0  |  提交时间：2021/08/05
Brain atrophy  registration  Freesurfer  GLCM  texture features  FDR  decision support system  SVM  AdaBoost  Randomforest Bagging  KNN  Naive Bayes  classification  hyperparameters  GridsearchCV  Sklearn  Python  
A novel hybrid dragonfly optimization algorithm for agricultural drought prediction 期刊论文
发表期刊: STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT. 出版年: 2021
作者:  Aghelpour, Pouya;  Mohammadi, Babak;  Mehdizadeh, Saeid;  Bahrami-Pichaghchi, Hadigheh;  Duan, Zheng
收藏  |  浏览/下载：18/0  |  提交时间：2021/07/30
Palmer drought severity index  Drought prediction  Dragonfly algorithm  Stochastic model  Iran  
Spatial prediction and modeling of soil salinity using simple cokriging, artificial neural networks, and support vector machines in El Outaya plain, Biskra, southeastern Algeria 期刊论文
发表期刊: ACTA GEOCHIMICA. 出版年: 2021, 卷号: 40, 期号: 3, 页码: 390-408
作者:  Boudibi, Samir;  Sakaa, Bachir;  Benguega, Zineeddine;  Fadlaoui, Haroun;  Othman, Tarek;  Bouzidi, Narimen
收藏  |  浏览/下载：13/0  |  提交时间：2021/08/05
Soil salinity  Cokriging  Multilayer perceptron  Machine learning  El-Outaya plain  
Estimating ground-level PM2.5 concentrations by developing and optimizing machine learning and statistical models using 3 km MODIS AODs: case study of Tehran, Iran 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL HEALTH SCIENCE AND ENGINEERING. 出版年: 2021, 卷号: 19, 期号: 1, 页码: 1-21
作者:  Sotoudeheian, Saeed;  Arhami, Mohammad
收藏  |  浏览/下载：15/0  |  提交时间：2021/07/30
Prediction model  MODIS  Aerosol optical depth  PM2  5  Meteorological variables  
Google Earth Engine for large-scale land use and land cover mapping: an object-based classification approach using spectral, textural and topographical factors 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2021, 卷号: 58, 期号: 6, 页码: 914-928
作者:  Shafizadeh-Moghadam, Hossein;  Khazaei, Morteza;  Alavipanah, Seyed Kazem;  Weng, Qihao
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Land use and land cover  simple non-iterative clustering  multi-temporal NDVI  topographic data  arid and semi-arid region mapping  climate zones