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DEM resolution effects on machine learning performance for flood probability mapping 期刊论文
发表期刊: JOURNAL OF HYDRO-ENVIRONMENT RESEARCH. 出版年: 2022, 卷号: 40
作者:  Avand, Mohammadtaghi;  Kuriqi, Alban;  Khazaei, Majid;  Ghorbanzadeh, Omid
收藏  |  浏览/下载：15/0  |  提交时间：2022/03/17
Heterogeneous data  Flood modelling  Random forest (RF)  Artificial neural network (ANN)  Generalized linear model (GLM)  
OpenET: Filling a Critical Data Gap in Water Management for the Western United States 期刊论文
发表期刊: JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION. 出版年: 2021
作者:  Melton, Forrest S.;  Huntington, Justin;  Grimm, Robyn;  Herring, Jamie;  Hall, Maurice;  Rollison, Dana;  Erickson, Tyler;  Allen, Richard;  Anderson, Martha;  Fisher, Joshua B.;  Kilic, Ayse;  Senay, Gabriel B.;  Volk, John;  Hain, Christopher;  Johnson, Lee;  Ruhoff, Anderson;  Blankenau, Philip;  Bromley, Matt;  Carrara, Will;  Daudert, Britta;  Doherty, Conor;  Dunkerly, Christian;  Friedrichs, MacKenzie;  Guzman, Alberto;  Halverson, Gregory;  Hansen, Jody;  Harding, Jordan;  Kang, Yanghui;  Ketchum, David;  Minor, Blake;  Morton, Charles;  Ortega-Salazar, Samuel;  Ott, Thomas;  Ozdogan, Mutlu;  ReVelle, Peter M.;  Schull, Mitch;  Wang, Carlos;  Yang, Yun;  Anderson, Ray G.
收藏  |  浏览/下载：58/0  |  提交时间：2021/11/29
agriculture  consumptive use  evapotranspiration  field scale  Landsat  open data systems  remote sensing  satellite  water sustainability  
Comparison of the backpropagation network and the random forest algorithm based on sampling distribution effects consideration for estimating nonphotosynthetic vegetation cover 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2021, 卷号: 104
作者:  Guo Zi-chen;  Wang Tao;  Liu Shu-lin;  Kang Wen-ping;  Chen Xiang;  Feng Kun;  Zhi Ying
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/29
UAV  Nonphotosynthetic vegetation cover  Mu Us sandy land  Random forests  Backpropagation neural network  The sampling distribution  
Soil salinity analysis of Urmia Lake Basin using Landsat-8 OLI and Sentinel-2A based spectral indices and electrical conductivity measurements 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 112
作者:  Gorji, Taha;  Yildirim, Aylin;  Hamzehpour, Nikou;  Tanik, Aysegul;  Sertel, Elif
收藏  |  浏览/下载：12/0  |  提交时间：2020/05/22
Soil salinity  Electrical conductivity data  Landsat-8 OLI  Sentinel-2A  Urmia basin  Soil salinity indices  
Reducing moisture effects on soil organic carbon content prediction in visible and near-infrared spectra with an external parameter othogonalization algorithm 期刊论文
发表期刊: CANADIAN JOURNAL OF SOIL SCIENCE. 出版年: 2020, 卷号: 100, 期号: 3, 页码: 253-262
作者:  Cao, Yue;  Bao, Nisha;  Liu, Shanjun;  Zhao, Wei;  Li, Shimeng
收藏  |  浏览/下载：2/0  |  提交时间：2021/01/07
moisture effect  external parameter orthogonalization  soil organic carbon  random forest model  VIS-NIR spectroscopy  
Gene mapping and genomic prediction of bull fertility using sex chromosome markers 期刊论文
发表期刊: JOURNAL OF DAIRY SCIENCE. 出版年: 2020, 卷号: 103, 期号: 4, 页码: 3304-3311
作者:  Pacheco, Hendyel A.;  Rezende, Fernanda M.;  Penagaricano, Francisco
收藏  |  浏览/下载：2/0  |  提交时间：2020/05/22
genomic prediction  pseudoautosomal region  sire conception rate  X chromosome  
Estimation of soil salt content using machine learning techniques based on remote-sensing fractional derivatives, a case study in the Ebinur Lake Wetland National Nature Reserve, Northwest China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 119
作者:  Wang, Zheng;  Zhang, Xianlong;  Zhang, Fei;  Ngai Weng Chan;  Kung, Hsiang-te;  Liu, Suhong;  Deng, Laifei
收藏  |  浏览/下载：12/0  |  提交时间：2021/01/07
Remote sensing  Particle swarm optimization  Support vector machine (SVM)  Fractional derivative  Soil salt content  Hyperspectral index  
Meta-analysis of spineless cactus feeding to meat lambs: performance and development of mathematical models to predict dry matter intake and average daily gain 期刊论文
发表期刊: ANIMAL. 出版年: 2019, 卷号: 13, 期号: 10, 页码: 2260-2267
作者:  Knupp, L. S.;  Carvalho, F. F. R.;  Cannas, A.;  Marcondes, M., I;  Silva, A. L.;  Francesconi, A. H. D.;  Beltrao da Cruz, G. R.;  Atzori, A. S.;  Gaspa, G.;  Costa, R. G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/29
nutrition models  nutritional requirements  Opuntia ficus-indica  semiarid  sheep  
Assimilating optical satellite remote sensing images and field data to predict surface indicators in the Western US: Assessing error in satellite predictions based on large geographical datasets with the use of machine learning 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2019, 卷号: 233
作者:  Zhang, Junzhe;  Okin, Gregory S.;  Zhou, Bo
收藏  |  浏览/下载：7/0  |  提交时间：2020/03/23
Random forest  BLM  AIM and LMF  Drylands  Data assimilation  Remote sensing  k-Fold cross-validation  
Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods 期刊论文
发表期刊: WATER RESOURCES RESEARCH. 出版年: 2019, 卷号: 55, 期号: 12, 页码: 11061-11087
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载：5/0  |  提交时间：2020/03/23
hierarchical Bayesian  hydrological modeling  SPARROW  regionalization methods