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Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2020, 卷号: 177
作者:  Daryaei, Ardalan;  Sohrabi, Hormoz;  Atzberger, Clement;  Immitzer, Markus
收藏  |  浏览/下载：18/0  |  提交时间：2021/01/07
Sentinel-2  UAV  Random forest classification  Mono- and multi-temporal  Riparian landscapes  
Ensemble approach for potential habitat mapping of invasive Prosopis spp. in Turkana, Kenya 期刊论文
发表期刊: ECOLOGY AND EVOLUTION. 出版年: 2018, 卷号: 8, 期号: 23, 页码: 11921-11931
作者:  Ng, Wai-Tim;  de Oliveira Silva, Alexsandro Candido;  Rima, Purity;  Atzberger, Clement;  Immitzer, Markus
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
ensemble modeling  expert knowledge  invasive alien species  Prosopis  species distribution modeling  
Assessing the Potential of Sentinel-2 and Pleiades Data for the Detection of Prosopis and Vachellia spp. in Kenya 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2017, 卷号: 9, 期号: 1
作者:  Ng, Wai-Tim;  Rima, Purity;  Einzmann, Kathrin;  Immitzer, Markus;  Atzberger, Clement;  Eckert, Sandra
收藏  |  浏览/下载：16/0  |  提交时间：2019/11/29
Prosopis  Vachellia  object-based classification  Random Forest (RF)  Sentinel-2  Pleiades  invasive plant species  East Africa  
Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION. 出版年: 2016, 卷号: 53, 页码: 76-89
作者:  Ng, Wai-Tim;  Meroni, Michele;  Immitzer, Markus;  Boeck, Sebastian;  Leonardi, Ugo;  Rembold, Felix;  Gadain, Hussein;  Atzberger, Clement
Adobe PDF(11957Kb)  |  收藏  |  浏览/下载：29/14  |  提交时间：2019/11/29
Prosopis spp.  Invasive species  Random forest classifier  OBIA