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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：28/0  |  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：34/0  |  提交时间：2022/02/12
Temperature  Missing data  Support vector machines (SVM)  Decision tree (DT)  Adaptive neuro-fuzzy inference system (ANFIS)  
What Is the Effect of Quantitative Inversion of Photosynthetic Pigment Content in Populus euphratica Oliv. Individual Tree Canopy Based on Multispectral UAV Images? 期刊论文
发表期刊: FORESTS. 出版年: 2022, 卷号: 13, 期号: 4
作者:  Kahaer, Yasenjiang;  Shi, Qingdong;  Shi, Haobo;  Peng, Lei;  Abudureyimu, Anwaier;  Wan, Yanbo;  Li, Hao;  Zhang, Wenqi;  Yang, Ningjing
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Populus euphratica  multispectral UAV  canopy photosynthetic pigment content  quantitative estimation model  Daliyabuyi Oasis  
Crop type detection using an object-based classification method and multi-temporal Landsat satellite images 期刊论文
发表期刊: PADDY AND WATER ENVIRONMENT. 出版年: 2022, 卷号: 20, 期号: 3, 页码: 395-412
作者:  Karimi, Neamat;  Sheshangosht, Sara;  Eftekhari, Mortaza
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
Crop type  Object based image analysis  Segmentation  NDVI  NDWI  
Monitoring Desertification Using Machine-Learning Techniques with Multiple Indicators Derived from MODIS Images in Mu Us Sandy Land, China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 11
作者:  Feng, Kun;  Wang, Tao;  Liu, Shulin;  Kang, Wenping;  Chen, Xiang;  Guo, Zichen;  Zhi, Ying
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
desertification  CART-DT  RF  CNN  image classification  remote sensing index  
Saturated Hydraulic Conductivity Estimation Using Artificial Intelligence Techniques: A Case Study for Calcareous Alluvial Soils in a Semi-Arid Region 期刊论文
发表期刊: WATER. 出版年: 2022, 卷号: 14, 期号: 23
作者:  Yamac, Sevim Seda;  Negis, Hamza;  Seker, Cevdet;  Memon, Azhar M. M.;  Kurtulus, Bedri;  Todorovic, Mladen;  Alomair, Gadir
收藏  |  浏览/下载：0/0  |  提交时间：2024/09/18
artificial neural network  deep learning  decision tree  random forest  soil data  soil conductivity  
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：13/0  |  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：25/0  |  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：11/0  |  提交时间：2021/01/07
change detection  land cover  Landsat imagery classification  Tunisia