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Leaf area index estimation of pergola-trained vineyards in arid regions using classical and deep learning methods based on UAV-based RGB images 期刊论文
发表期刊: COMPUTERS AND ELECTRONICS IN AGRICULTURE. 出版年: 2023, 卷号: 207
作者:  Ilniyaz, Osman;  Du, Qingyun;  Shen, Huanfeng;  He, Wenwen;  Feng, Luwei;  Azadi, Hossein;  Kurban, Alishir;  Chen, Xi
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
Leaf area index  UAV  Spectral features  Textural features  Machine learning  CNN  Data augmentation  
Challenges and solutions to biodiversity conservation in arid lands 期刊论文
发表期刊: SCIENCE OF THE TOTAL ENVIRONMENT. 出版年: 2023, 卷号: 857
作者:  Zhang, Yuanming;  Tariq, Akash;  Hughes, Alice C.;  Hong, Deyuan;  Wei, Fuwen;  Sun, Hang;  Sardans, Jordi;  Penuelas, Josep;  Perry, Gad;  Qiao, Jianfang;  Kurban, Alishir;  Jia, Xiaoxia;  Raimondo, Domitilla;  Pan, Borong;  Yang, Weikang;  Zhang, Daoyuan;  Li, Wenjun;  Ahmed, Zeeshan;  Beierkuhnlein, Carl;  Lazkov, Georgy;  Toderich, Kristina;  Karryeva, Shirin;  Dehkonov, Davron;  Hisoriev, Hikmat;  Dimeyeva, Liliya;  Milko, Dmitry;  Soule, Ahmedou;  Suska-Malawska, Malgozhata;  Saparmuradov, Jumamurat;  Bekzod, Alilov;  Allin, Paul;  Dieye, Sidy;  Cissse, Birane;  Whibesilassie, Wondmagegne;  Ma, Keping
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Biodiversity losses  Arid ecosystems  Threats and challenges  Strategy  Human well-beings in arid lands  
A Global Meta-Analysis of Soil Salinity Prediction Integrating Satellite Remote Sensing, Soil Sampling, and Machine Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 出版年: 2022
作者:  Shi, Haiyang;  Hellwich, Olaf;  Luo, Geping;  Chen, Chunbo;  He, Huili;  Ochege, Friday Uchenna;  Van de Voorde, Tim;  Kurban, Alishir;  de Maeyer, Philippe
收藏  |  浏览/下载：56/0  |  提交时间：2022/02/12
Salinity (geophysical)  Soil  Vegetation mapping  Satellites  Predictive models  Data models  Geography  Hyperspectral  machine learning  multispectral  remote sensing  satellite  soil salinity  
Numerical on the climatic effect of the Aral Sea 期刊论文
发表期刊: ATMOSPHERIC RESEARCH. 出版年: 2022, 卷号: 268
作者:  He, Huili;  Hamdi, Rafiq;  Luo, Geping;  Cai, Peng;  Zhang, Miao;  Shi, Haiyang;  Li, Chaofan;  Termonia, Piet;  De Maeyer, Philippe;  Kurban, Alishir
收藏  |  浏览/下载：20/0  |  提交时间：2024/09/20
The Aral Sea  Regional climate model  Atmosphere circulation  Precipitation, energy balance components  
The positive climate impacts of drip irrigation underneath plastic mulch on a typical Mountain-Oasis-Desert System in northwest China 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2022, 卷号: 273
作者:  Yuan, Xiuliang;  Hamdi, Rafiq;  Luo, Geping;  Bai, Jie;  Ochege, Friday Uchenna;  Kurban, Alishir;  De Maeyer, Philippe;  Chen, Xi;  Wang, Jin;  Termonia, Piet
收藏  |  浏览/下载：17/0  |  提交时间：2024/09/20
Mountain-Oasis-Desert System  Irrigation  Plastic mulch  SURFEX  
Evaluation of water flux predictive models developed using eddy-covariance observations and machine learning: a meta-analysis 期刊论文
发表期刊: HYDROLOGY AND EARTH SYSTEM SCIENCES. 出版年: 2022, 卷号: 26, 期号: 18, 页码: 4603-4618
作者:  Shi, Haiyang;  Luo, Geping;  Hellwich, Olaf;  Xie, Mingjuan;  Zhang, Chen;  Zhang, Yu;  Wang, Yuangang;  Yuan, Xiuliang;  Ma, Xiaofei;  Zhang, Wenqiang;  Kurban, Alishir;  De Maeyer, Philippe;  Van de Voorde, Tim
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/20
Leaf Area Index Estimation of Pergola-Trained Vineyards in Arid Regions Based on UAV RGB and Multispectral Data Using Machine Learning Methods 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Ilniyaz, Osman;  Kurban, Alishir;  Du, Qingyun
收藏  |  浏览/下载：34/0  |  提交时间：2022/03/17
leaf area index (LAI)  light extinction coefficient  unmanned aerial vehicles (UAV)  multispectral data  RGB data  machine learning  pergola-trained vineyards  
Assessment of Climate Change in Central Asia from 1980 to 2100 Using the Koppen-Geiger Climate Classification 期刊论文
发表期刊: ATMOSPHERE. 出版年: 2021, 卷号: 12, 期号: 1
作者:  He, Huili;  Luo, Geping;  Cai, Peng;  Hamdi, Rafiq;  Termonia, Piet;  De Maeyer, Philippe;  Kurban, Alishir;  Li, Jianjun
收藏  |  浏览/下载：18/0  |  提交时间：2021/03/08
Central Asia  Kö  ppen-Geiger climate classification  climatic zone shifts  
Satellite-Based Precipitation Datasets Evaluation Using Gauge Observation and Hydrological Modeling in a Typical Arid Land Watershed of Central Asia 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 2
作者:  Peng, Jiabin;  Liu, Tie;  Huang, Yue;  Ling, Yunan;  Li, Zhengyang;  Bao, Anming;  Chen, Xi;  Kurban, Alishir;  De Maeyer, Philippe
收藏  |  浏览/下载：40/0  |  提交时间：2021/03/08
satellite datasets  accuracy evaluation  hydrological applicability  SWAT  Bosten Lake Basin  
Estimation of Photosynthetic and Non-Photosynthetic Vegetation Coverage in the Lower Reaches of Tarim River Based on Sentinel-2A Data 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2021, 卷号: 13, 期号: 8
作者:  Guo, Zengkun;  Kurban, Alishir;  Ablekim, Abdimijit;  Wu, Shupu;  Van de Voorde, Tim;  Azadi, Hossein;  Maeyer, Philippe De;  Dufatanye Umwali, Edovia
收藏  |  浏览/下载：24/0  |  提交时间：2021/07/30
photosynthetic vegetation  non-photosynthetic vegetation  GEMI-DFI model  seasonal variation