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Mapping South America's Drylands through Remote Sensing-A Review of the Methodological Trends and Current Challenges 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 3
作者:  Ganem, Khalil Ali;  Xue, Yongkang;  Rodrigues, Ariane de Almeida;  Franca-Rocha, Washington;  Oliveira, Marceli Terra de;  Carvalho, Nathalia Silva de;  Cayo, Efrain Yury Turpo;  Rosa, Marcos Reis;  Dutra, Andeise Cerqueira;  Shimabukuro, Yosio Edemir
收藏  |  浏览/下载：10/0  |  提交时间：2022/03/17
land use and land cover  aridity  drought  Landsat  MODIS  savannas  shrublands  grasslands  woodlands  
Predicting the number of dusty days around the desert wetlands in southeastern Iran using feature selection and machine learning techniques 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 125
作者:  Ebrahimi-Khusfi, Zohre;  Nafarzadegan, Ali Reza;  Dargahian, Fatemeh
收藏  |  浏览/下载：23/0  |  提交时间：2021/07/30
Dust emissions  Boruta  MARS  Recursive feature elimination  Multicollinearity  Stochastic gradient boosting  Hamoun wetlands  
Groundwater level prediction in arid areas using wavelet analysis and Gaussian process regression 期刊论文
发表期刊: ENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS. 出版年: 2021, 卷号: 15, 期号: 1, 页码: 1147-1158
作者:  Band, Shahab S.;  Heggy, Essam;  Bateni, Sayed M.;  Karami, Hojat;  Rabiee, Mobina;  Samadianfard, Saeed;  Chau, Kwok-Wing;  Mosavi, Amir
收藏  |  浏览/下载：7/0  |  提交时间：2021/11/19
Groundwater level prediction  hydrological model  Gaussian process regression  support vector  artificial intelligence  machine learning  
Monitoring and Predicting Desert Locust Plague Severity in Asia-Africa Using Multisource Remote Sensing Time-Series Data 期刊论文
发表期刊: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 出版年: 2021, 卷号: 14, 页码: 8638-8652
作者:  Shao, Zhenfeng;  Feng, Xiaoxiao;  Bai, Linze;  Jiao, Haiming;  Zhang, Ya;  Li, Deren;  Fan, Haisheng;  Huang, Xiao;  Ding, Yuqi;  Altan, Orhan;  Saleem, Nayyer
收藏  |  浏览/下载：23/0  |  提交时间：2021/11/19
Hidden Markov models  Vegetation mapping  Hyperspectral imaging  Monitoring  MODIS  Agriculture  Earth  Change detection  Hidden Markov Model (HMM)  hyperspectral imagery  locust plague prediction  moderate-resolution imaging spectroradiometer (MODIS)  semisupervised classification  
Computational Modeling of Dementia Prediction Using Deep Neural Network: Analysis on OASIS Dataset 期刊论文
发表期刊: IEEE ACCESS. 出版年: 2021, 卷号: 9, 页码: 42449-42462
作者:  Basheer, Shakila;  Bhatia, Surbhi;  Sakri, Sapiah Binti
收藏  |  浏览/下载：20/0  |  提交时间：2021/07/30
Feature extraction  Deep learning  Magnetic resonance imaging  Machine learning  Predictive models  Neuroimaging  Prediction algorithms  Dementia  Alzheimer’  s disease  neural network models  machine learning  deep learning  convolutional neural networks  capsule networks  
Obstetric Anal Sphincter Injury Detection Using Impedance Spectroscopy with the ONIRY Probe 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2021, 卷号: 11, 期号: 2
作者:  Mlynczak, Marcel;  Rosol, Maciej;  Spinelli, Antonino;  Dziki, Adam;  Wlazlak, Edyta;  Surkont, Grzegorz;  Krzycka, Magda;  Pajak, Paulina;  Dziki, Lukasz;  Mik, Michal;  Borycka-Kiciak, Katarzyna
收藏  |  浏览/下载：8/0  |  提交时间：2021/03/08
obstetric anal sphincter injury (OASI)  fecal incontinence  non-invasive diagnostics  new technology  impedance spectroscopy  ONIRY Probe  
A Machine Learning Approach to Objective Identification of Dust in Satellite Imagery 期刊论文
发表期刊: EARTH AND SPACE SCIENCE. 出版年: 2021, 卷号: 8, 期号: 6
作者:  Berndt, E. B.;  Elmer, N. J.;  Junod, R. A.;  Fuell, K. K.;  Harkema, S. S.;  Burke, A. R.;  Feemster, C. M.
收藏  |  浏览/下载：1/0  |  提交时间：2021/11/19
dust  geostationary  infrared  machine learning  multispectral  remote sensing  
DEM- and GIS-Based Analysis of Soil Erosion Depth Using Machine Learning 期刊论文
发表期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 出版年: 2021, 卷号: 10, 期号: 7
作者:  Nguyen, Kieu;  Chen, Walter
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/19
soil erosion  erosion pin  machine learning  morphometric factor  Shihmen Reservoir watershed  
Mapping and Characterization of Phenological Changes over Various Farming Systems in an Arid and Semi-Arid Region Using Multitemporal Moderate Spatial Resolution Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 4
作者:  Lebrini, Youssef;  Boudhar, Abdelghani;  Laamrani, Ahmed;  Htitiou, Abdelaziz;  Lionboui, Hayat;  Salhi, Adil;  Chehbouni, Abdelghani;  Benabdelouahab, Tarik
收藏  |  浏览/下载：19/0  |  提交时间：2021/07/30
MODIS  trend  machine learning  change detection  Mann–  Kendall  NDVI  phenology  
Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载：10/0  |  提交时间：2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco