Arid

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Mapping Permanent Gullies in an Agricultural Area Using Satellite Images: Efficacy of Machine Learning Algorithms 期刊论文
发表期刊: AGRONOMY-BASEL. 出版年: 2021, 卷号: 11, 期号: 2
作者:  Phinzi, Kwanele;  Holb, Imre;  Szabo, Szilard
收藏  |  浏览/下载:17/0  |  提交时间:2021/11/29
gully erosion  image classification  K-Nearest Neighbor  Random Forest  Minimum Distance  Maximum Likelihood  
Use of TanDEM-X and Sentinel Products to Derive Gully Activity Maps in Kunene Region (Namibia) Based on Automatic Iterative Random Forest Approach 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: 607-623
作者:  Orti, Miguel Vallejo;  Winiwarter, Lukas;  Corral-Pazos-de-Provens, Eva;  Williams, Jack G.;  Bubenzer, Olaf;  Hoefle, Bernhard
收藏  |  浏览/下载:37/0  |  提交时间:2021/11/19
Soil  Vegetation mapping  Training data  Degradation  Random forests  Agriculture  Three-dimensional displays  Arid regions  automatic classification  gully erosion  iterative learning  land degradation  Namibia  random forest (RF)  soil erosion mapping  
丘陵半干旱区沟壑分类及治理开发模式研究 期刊论文
发表期刊: 山地学报. 出版年: 2002, 卷号: 20, 期号: 2, 页码: 232-235
作者:  高鹏;  刘作新;  丁福俊;  戴武刚
收藏  |  浏览/下载:11/0  |  提交时间:2019/11/29
hilly semi-arid area  gully classification  harness and development patterns