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Effects of RapidEye imagery’s red-edge band and vegetation indices on land cover classification in an arid region 期刊论文
发表期刊: CHINESE GEOGRAPHICAL SCIENCE. 出版年: 2017, 卷号: 27, 期号: 5, 页码: 827-835
作者:  Li Xianju;  Chen Gang;  Liu Jingyi;  Chen Weitao;  Cheng Xinwen;  Liao Yiwei
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
arid region  land cover classification  RapidEye  red-edge band  vegetation indices  random forest  Dunhuang Basin  
A novel geographical information system-based Ant Miner algorithm model for delineating groundwater flowing artesian well boundary: a case study from Iraqi southern and western deserts 期刊论文
发表期刊: ENVIRONMENTAL EARTH SCIENCES. 出版年: 2017, 卷号: 76, 期号: 15
作者:  Al-Abadi, Alaa M.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Ant colony  Hydrogeology  Arid regions  Pattern analysis  Iraq  
Spatial Analysis of a Haloxylon Ammodendron Plantation in an Oasis-Desert Ecotone in the Hexi Corridor, Northwestern China 期刊论文
发表期刊: FORESTS. 出版年: 2017, 卷号: 8, 期号: 6
作者:  Zheng, Ying;  Zhao, Wenzhi;  Zhang, Gefei
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
spatial patterns  spatial associations  population dynamics  Haloxylon ammodendron plantation  oasis-desert ecotone  
Soil Bacterial Community Structure and Co-occurrence Pattern during Vegetation Restoration in Karst Rocky Desertification Area 期刊论文
发表期刊: FRONTIERS IN MICROBIOLOGY. 出版年: 2017, 卷号: 8
作者:  Xue, Liang;  Ren, Huadong;  Li, Sheng;  Leng, Xiuhui;  Yao, Xiaohua
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/29
bacterial communities  co-occurrence  vegetation restoration  karst  rocky desertification  
Spatial prediction of major soil properties using Random Forest techniques A case study in semi-arid tropics of South India 期刊论文
发表期刊: GEODERMA REGIONAL. 出版年: 2017, 卷号: 10, 页码: 154-162
作者:  Dharumarajan, S.;  Hegde, Rajendra;  Singh, S. K.
收藏  |  浏览/下载：18/0  |  提交时间：2019/11/29
Soil properties  Digital soil mapping  Random Forest model  Prediction  Validation  
Comparing the efficiency of digital and conventional soil mapping to predict soil types in a semi-arid region in Iran 期刊论文
发表期刊: GEOMORPHOLOGY. 出版年: 2017, 卷号: 285, 页码: 186-204
作者:  Zeraatpisheh, Mojtaba;  Ayoubi, Shamsollah;  Jafari, Azam;  Finke, Peter
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/29
Digital soil mapping  Conventional soil mapping  Map purity  Modelling efficiency  Multinomial logistic regression  Random forest  
Lipidomic profiles of Drosophila melanogaster and cactophilic fly species: models of human metabolic diseases 期刊论文
发表期刊: INTEGRATIVE BIOLOGY. 出版年: 2017, 卷号: 9, 期号: 11, 页码: 885-891
作者:  Cazarez-Garcia, Daniel;  Ramirez Loustalot-Laclette, Mariana;  Ann Markow, Therese;  Winkler, Robert
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/29
Variability and determinants of yields in rice production systems of West Africa 期刊论文
发表期刊: FIELD CROPS RESEARCH. 出版年: 2017, 卷号: 207, 页码: 1-12
作者:  Niang, Abibou;  Becker, Mathias;  Ewert, Frank;  Dieng, Ibnou;  Gaiser, Thomas;  Tanaka, Atsuko;  Senthilkumar, Kalimuthu;  Rodenburg, Jonne;  Johnson, Jean-Martial;  Akakpo, Cyriaque;  Segda, Zacharie;  Gbakatchetche, Henri;  Jaiteh, Famara;  Bam, Ralph K.;  Dogbe, Wilson;  Keita, Sekou;  Kamissoko, Nianankoro;  Mossi, Illiassou Maiga;  Bakare, Oladele S.;  Cisse, Madiama;  Baggie, Idriss;  Ablede, Komlan A.;  Saito, Kazuki
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Climatic zone  Boundary function  Oryza spp.  Random forest  Yield gap  
Towards improved land use mapping of irrigated croplands: performance assessment of different image classification algorithms and approaches 期刊论文
发表期刊: EUROPEAN JOURNAL OF REMOTE SENSING. 出版年: 2017, 卷号: 50, 期号: 1, 页码: 187-201
作者:  Basukala, Amit Kumar;  Oldenburg, Carsten;  Schellberg, Juergen;  Sultanov, Murodjon;  Dubovyk, Olena
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Land use (LU) mapping  random forest  support vector machine  maximum likelihood  field-based  Uzbekistan  
Mapping Prosopis glandulosa (mesquite) in the semi-arid environment of South Africa using high-resolution WorldView-2 imagery and machine learning classifiers 期刊论文
发表期刊: JOURNAL OF ARID ENVIRONMENTS. 出版年: 2017, 卷号: 145, 页码: 43-51
作者:  Adam, Elhadi;  Mureriwa, Nyasha;  Newete, Solomon
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/29
Prosopis glandulosa  Invasive species  WorldView 2  Image classification  Random forest  Support Vector Machine