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A soil moisture spatial and temporal resolution improving algorithm based on multi-source remote sensing data and GRNN model [期刊论文]
Remote Sensing, 2020-01-01, 12 (3
Cui Y.;  Chen X.;  Xiong W.;  He L.;  Lv F.;  Fan W.;  Luo Z.;  Hong Y.
View/Download:36/0
 
Hybridized neural fuzzy ensembles for dust source modeling and prediction [期刊论文]
Atmospheric Environment, 2020-01-01, 224
Rahmati O.;  Panahi M.;  Ghiasi S.S.;  Deo R.C.;  Tiefenbacher J.P.;  Pradhan B.;  Jahani A.;  Goshtasb H.;  Kornejady A.;  Shahabi H.;  Shirzadi A.;  Khosravi H.;  Moghaddam D.D.;  Mohtashamian M.;  Tien Bui D.
View/Download:8/0
 
Integrating low-cost air quality sensor networks with fixed and satellite monitoring systems to study ground-level PM2.5 [期刊论文]
Atmospheric Environment, 2020-01-01, 223
Li J.;  Zhang H.;  Chao C.-Y.;  Chien C.-H.;  Wu C.-Y.;  Luo C.H.;  Chen L.-J.;  Biswas P.
View/Download:19/0
 
Hybridized neural fuzzy ensembles for dust source modeling and prediction [期刊论文]
Atmospheric Environment, 2020-01-01, 224
Rahmati O.;  Panahi M.;  Ghiasi S.S.;  Deo R.C.;  Tiefenbacher J.P.;  Pradhan B.;  Jahani A.;  Goshtasb H.;  Kornejady A.;  Shahabi H.;  Shirzadi A.;  Khosravi H.;  Moghaddam D.D.;  Mohtashamian M.;  Tien Bui D.
View/Download:18/0
 
Integrating low-cost air quality sensor networks with fixed and satellite monitoring systems to study ground-level PM2.5 [期刊论文]
Atmospheric Environment, 2020-01-01, 223
Li J.;  Zhang H.;  Chao C.-Y.;  Chien C.-H.;  Wu C.-Y.;  Luo C.H.;  Chen L.-J.;  Biswas P.
View/Download:24/0
 
Monitoring inland water quality using remote sensing: potential and limitations of spectral indices, bio-optical simulations, machine learning, and cloud computing [期刊论文]
Earth Science Reviews, 2020-01-01, 205
Sagan V.;  Peterson K.T.;  Maimaitijiang M.;  Sidike P.;  Sloan J.;  Greeling B.A.;  Maalouf S.;  Adams C.
View/Download:10/0
 
Universally deployable extreme learning machines integrated with remotely sensed MODIS satellite predictors over Australia to forecast global solar radiation: A new approach [期刊论文]
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019-01-01, 104) : 235-261
Deo, Ravinesh C.;  Sahin, Mehmet;  Adamowski, Jan F.;  Mi, Jianchun
View/Download:0/0
 
Mapping Urban Extent at Large Spatial Scales Using Machine Learning Methods with VIIRS Nighttime Light and MODIS Daytime NDVI Data [期刊论文]
REMOTE SENSING, 2019-01-01, 11 (10
Liu, Xue;  de Sherbinin, Alex;  Zhan, Yanni
View/Download:4/0
 
Machine learning-based integration of remotely-sensed drought factors can improve the estimation of agricultural drought in South-Eastern Australia [期刊论文]
AGRICULTURAL SYSTEMS, 2019-01-01, 173) : 303-316
Feng, Puyu;  Wang, Bin;  Liu, De Li;  Yu, Qiang
View/Download:0/0
 
SoilGrids250m: Global gridded soil information based on machine learning [期刊论文]
PLOS ONE, 2017-01-01, 12 (2
Tomislav Hengl;  Jorge Mendes de Jesus;  Gerard B. M. Heuvelink;  Maria Ruiperez Gonzalez;  Milan Kilibarda;  Aleksandar Blagotić;  Wei Shangguan;  Marvin N. Wright;  Xiaoyuan Geng;  Bernhard Bauer-Marschallinger;  Mario Antonio Guevara;  Rodrigo Vargas;  Robert A. MacMillan;  Niels H. Batjes;  Johan G. B. Leenaars;  Eloi Ribeiro;  Ichsani Wheeler;  Stephan Mantel;  Bas Kempen
Adobe PDF(6789Kb)  |  View/Download:83/6
 

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