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Land cover change detection in the Aralkum with multi-source satellite datasets 期刊论文
发表期刊: GISCIENCE & REMOTE SENSING. 出版年: 2022
作者:  Low, Fabian;  Dimov, Dimo;  Kenjabaev, Shavkat;  Zaitov, Sherzod;  Stulina, Galina;  Dukhovny, Viktor
收藏  |  浏览/下载：27/0  |  提交时间：2022/02/12
Aral sea  google earth engine  ground truth data  land cover  remote sensing  random forest  
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)  
An abundance estimate of free-roaming horses on the Navajo Nation 期刊论文
发表期刊: RANGELAND ECOLOGY & MANAGEMENT. 出版年: 2021, 卷号: 74, 期号: 1, 页码: 100-109
作者:  Wallace, Zach P.;  Nielson, Ryan M.;  Stahlecker, Dale W.;  DiDonato, Guy T.;  Ruehmann, Megan B.;  Cole, Jeffrey
收藏  |  浏览/下载：12/0  |  提交时间：2021/03/08
Aerial survey  Density  Equus ferus caballus  Free-roaming horse  Line-transect distance sampling  Navajo Nation  
Application of random forest classification and remotely sensed data in geological mapping on the Jebel Meloussi area (Tunisia) 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2021, 卷号: 14, 期号: 21
作者:  Albert, Gaspar;  Ammar, Seif
收藏  |  浏览/下载：6/0  |  提交时间：2021/11/29
Geological mapping  Sentinel 2  Remote sensing  Random forest classification  Machine learning  
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：5/0  |  提交时间：2021/11/29
UAV  Nonphotosynthetic vegetation cover  Mu Us sandy land  Random forests  Backpropagation neural network  The sampling distribution  
Impact of climate change on plant species richness across drylands in China: From past to present and into the future 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 132
作者:  Sun, Ying;  Sun, Yuan;  Yao, Shuran;  Akram, Muhammad Adnan;  Hu, Weigang;  Dong, Longwei;  Li, Hailing;  Wei, Maohong;  Gong, Haiyang;  Xie, Shubin;  Aqeel, Muhammad;  Ran, Jinzhi;  Degen, Abraham Allan;  Guo, Qinfeng;  Deng, Jianming
收藏  |  浏览/下载：8/0  |  提交时间：2021/11/29
Drylands  Geographical patterns  Lifeforms  Plant species richness  Random forest  Temporal variations  
Determining the contribution of environmental factors in controlling dust pollution during cold and warm months of western Iran using different data mining algorithms and game theory 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2021, 卷号: 132
作者:  Ebrahimi-Khusfi, Zohre;  Taghizadeh-Mehrjardi, Ruhollah;  Roustaei, Fatemeh;  Ebrahimi-Khusfi, Mohsen;  Mosavi, Amir Hosein;  Heung, Brandon;  Soleimani-Sardo, Mojtaba;  Scholten, Thomas
收藏  |  浏览/下载：21/0  |  提交时间：2021/11/29
Air quality  Deep neural network  Dust events  Middle East  Remote sensing  Shapley values  
An integrated approach for risk assessment of rangeland degradation: A case study in Burqin County, Xinjiang, China 期刊论文
发表期刊: ECOLOGICAL INDICATORS. 出版年: 2020, 卷号: 113
作者:  Chen, Yan;  Wang, Wei;  Guan, Yang;  Liu, Fangzheng;  Zhang, Yubo;  Du, Jinhong;  Feng, Chunting;  Zhou, Yue
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/01
Rangeland degradation  Risk analysis  Rangeland vegetation coverage  Random forest  Bayesian belief network  
Decision Tree-Based Data Mining and Rule Induction for Identifying High Quality Groundwater Zones to Water Supply Management: a Novel Hybrid Use of Data Mining and GIS 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2020, 卷号: 34, 期号: 1, 页码: 139-154
作者:  Jeihouni, Mehrdad;  Toomanian, Ara;  Mansourian, Ali
收藏  |  浏览/下载：6/0  |  提交时间：2020/05/22
Geostatistics  Random forest  Random tree  Decision tree  Water quality  
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