Arid

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Predicting wind erosion rate using portable wind tunnel combined with machine learning algorithms in calcareous soils, southern Iran 期刊论文
发表期刊: JOURNAL OF ENVIRONMENTAL MANAGEMENT. 出版年: 2022, 卷号: 304
作者:  Mina, Monireh;  Rezaei, Mahrooz;  Sameni, Abdolmajid;  Ostovari, Yaser;  Ritsema, Coen
收藏  |  浏览/下载:25/0  |  提交时间:2022/03/17
Decision tree  Dust emission  Genetic algorithm  Land degradation  
Prediction of missing temperature data using different machine learning methods 期刊论文
发表期刊: ARABIAN JOURNAL OF GEOSCIENCES. 出版年: 2022, 卷号: 15, 期号: 1
作者:  Katipoglu, Okan Mert
收藏  |  浏览/下载:28/0  |  提交时间:2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
Integration of statistical models and ensemble machine learning algorithms (MLAs) for developing the novel hybrid groundwater potentiality models: a case study of semi-arid watershed in Saudi Arabia 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Mallick, Javed;  Talukdar, Swapan;  Alsubih, Majed;  Almesfer, Mohammed K.;  Shahfahad;  Hang, Hoang Thi;  Rahman, Atiqur
收藏  |  浏览/下载:12/0  |  提交时间:2021/11/29
Groundwater potential modelling  ensemble machine learning algorithm  statistical models  novel hybrid models  information gain ratio  
Spatial Prediction of Groundwater Potentiality in Large Semi-Arid and Karstic Mountainous Region Using Machine Learning Models 期刊论文
发表期刊: WATER. 出版年: 2021, 卷号: 13, 期号: 16
作者:  Namous, Mustapha;  Hssaisoune, Mohammed;  Pradhan, Biswajeet;  Lee, Chang-Wook;  Alamri, Abdullah;  Elaloui, Abdenbi;  Edahbi, Mohamed;  Krimissa, Samira;  Eloudi, Hasna;  Ouayah, Mustapha;  Elhimer, Hicham;  Tagma, Tarik
收藏  |  浏览/下载:10/0  |  提交时间:2021/11/19
drinking and irrigation water scarcity  groundwater potential mapping  machine learning  remote sensing  GIS  karstic mountainous aquifers  Morocco  
洪水预报智能模型在中国半干旱半湿润区的应用对比 期刊论文
发表期刊: 水资源保护. 出版年: 2021, 卷号: 37, 期号: 1, 页码: 28-
作者:  张珂;  牛杰帆;  李曦;  晁丽君
收藏  |  浏览/下载:23/0  |  提交时间:2022/03/18
flood foresting  artificial intelligence model  decision tree  multilayer perception  random forest  artificial neural network  support vector machine  
Land cover change of arid environment in Tunisia based on analysis of Landsat images 期刊论文
发表期刊: AFRICAN JOURNAL OF ECOLOGY. 出版年: 2020, 卷号: 58, 期号: 4, 页码: 746-756
作者:  Henchiri, Malak;  Zhang, Sha;  Essifi, Bouajila;  Ouessar, Mohamed;  Bai, Yun;  Zhang, Jiahua
收藏  |  浏览/下载:10/0  |  提交时间:2021/01/07
change detection  land cover  Landsat imagery classification  Tunisia  
Machine learning and multispectral data-based detection of soil salinity in an arid region, Central Iran 期刊论文
发表期刊: ENVIRONMENTAL MONITORING AND ASSESSMENT. 出版年: 2020, 卷号: 192, 期号: 12
作者:  Habibi, Vahid;  Ahmadi, Hasan;  Jafari, Mohammad;  Moeini, Abolfazl
收藏  |  浏览/下载:6/0  |  提交时间:2021/01/07
Pedometrics  Satellite image  Machine learning  Data mining  Soil classification map  
Improved mapping and understanding of desert vegetation-habitat complexes from intraannual series of spectral endmember space using cross-wavelet transform and logistic regression 期刊论文
发表期刊: REMOTE SENSING OF ENVIRONMENT. 出版年: 2020, 卷号: 236
作者:  Sun, Qiangqiang;  Zhang, Ping;  Wei, Hai;  Liu, Aixia;  You, Shucheng;  Sun, Danfeng
收藏  |  浏览/下载:3/0  |  提交时间:2020/03/23
Desert vegetation-habitat complex  Endmembers fraction series  Cross-wavelet transform  Feature parameters  Logistic regression  
Combining Object-Based Image Analysis with Topographic Data for Landform Mapping: A Case Study in the Semi-Arid Chaco Ecosystem, Argentina 期刊论文
发表期刊: ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION. 出版年: 2019, 卷号: 8, 期号: 3
作者:  Luisa Castillejo-Gonzalez, Isabel;  Angueira, Cristina;  Garcia-Ferrer, Alfonso;  Sanchez de la Orden, Manuel
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/29
data mining algorithms  DEM-derived variables  geoforms classification  Landsat-8 imagery  OBIA  
A data-mining-based approach for aeolian desertification susceptibility assessment: A case-study from Northern China 期刊论文
发表期刊: LAND DEGRADATION & DEVELOPMENT. 出版年: 2019, 卷号: 30, 期号: 16, 页码: 1968-1983
作者:  Yue Yaojie;  Min, Li;  Lin, Wang;  Zhu A-Xing
收藏  |  浏览/下载:16/0  |  提交时间:2019/11/29
aeolian desertification susceptibility  data mining  DT algorithm  environmental indicators  Northern China