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Convolutional transformer attention network with few-shot learning for grassland degradation monitoring using UAV hyperspectral imagery 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF REMOTE SENSING. 出版年: 2024, 卷号: 45, 期号: 6, 页码: 2109-2135
作者:  Zhang, Tao;  Bi, Yuge;  Xuan, Chuanzhong
收藏  |  浏览/下载：30/0  |  提交时间：2024/10/04
Desert steppe  hyperspectral remote sensing  unmanned aerial vehicle  classification and identification  few-shot learning  
Improving the Estimation Accuracy of Soil Organic Matter Content Based on the Spectral Reflectance from Soils with Different Grain Sizes 期刊论文
发表期刊: LAND. 出版年: 2024, 卷号: 13, 期号: 7
作者:  Subi, Xayida;  Eziz, Mamattursun;  Wang, Ning
收藏  |  浏览/下载：27/0  |  提交时间：2024/10/04
soil grain size  SOM  soil spectrum  hyperspectral remote sensing  machine learning  
Ensemble Band Selection for Quantification of Soil Total Nitrogen Levels from Hyperspectral Imagery 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2024, 卷号: 16, 期号: 14
作者:  Misbah, Khalil;  Laamrani, Ahmed;  Voroney, Paul;  Khechba, Keltoum;  Casa, Raffaele;  Chehbouni, Abdelghani
收藏  |  浏览/下载：29/0  |  提交时间：2024/10/04
agriculture  soil nutrients  hyperspectral remote sensing  semi-arid regions  croplands  
The Unmanned Aerial Vehicle (UAV)-Based Hyperspectral Classification of Desert Grassland Plants in Inner Mongolia, China 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2023, 卷号: 13, 期号: 22
作者:  Wang, Shengli;  Bi, Yuge;  Du, Jianmin;  Zhang, Tao;  Gao, Xinchao;  Jin, Erdmt
收藏  |  浏览/下载：39/0  |  提交时间：2024/09/29
desert grassland  UAV  hyperspectral remote sensing  lightweight network  species classification  
Hyperspectral Estimation Model of Organic Matter Content in Farmland Soil in the Arid Zone 期刊论文
发表期刊: SUSTAINABILITY. 出版年: 2023, 卷号: 15, 期号: 18
作者:  Subi, Xayida;  Eziz, Mamattursun;  Zhong, Qing
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
hyperspectral remote sensing  SOM  PLSR  SVMR  RFR  
Estimation of Salt Content of Saline Soil in Arid Areas Based on GF-5 Hyperspectral Image 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2023, 卷号: 43, 期号: 7, 页码: 2278-2286
作者:  Wang, Hui -Min;  Yu, Lei;  Xu, Kai -Lei;  Jiang, Xiao-Guang;  Wan, Yu-Qine
收藏  |  浏览/下载：25/0  |  提交时间：2024/09/29
GF-5  Hyperspectral remote sensing  Soil salt content  Large area estimation  
Hyperspectral Characteristics and Quantitative Remote Sensing Inversion of Gravel Grain Size in the North Tibetan Plateau 期刊论文
发表期刊: SPECTROSCOPY AND SPECTRAL ANALYSIS. 出版年: 2023, 卷号: 43, 期号: 8, 页码: 2381-2390
作者:  Kong Bo;  Yu Huang;  Song Wu-jie;  Hou Yu-ting;  Xiang Qing
收藏  |  浏览/下载：23/0  |  提交时间：2024/09/29
Northern Tibetan plateau  Gravel grain size  Hyperspectral remote sensing  Inversion  Desertification  
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：59/0  |  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  
Monitoring and Mapping Vegetation Cover Changes in Arid and Semi-Arid Areas Using Remote Sensing Technology: A Review 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 20
作者:  Almalki, Raid;  Khaki, Mehdi;  Saco, Patricia M.;  Rodriguez, Jose F.
收藏  |  浏览/下载：16/0  |  提交时间：2024/09/20
vegetation cover changes  arid regions  remote sensing  GIS  multispectral  hyperspectral  
An Improved Exponential Model Considering a Spectrally Effective Moisture Threshold for Proximal Hyperspectral Reflectance Simulation and Soil Salinity Estimation 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 24
作者:  Huang, Xi;  Bai, Tiecheng;  Guan, Huade;  Wei, Xiayong;  Wang, Yali;  Mao, Xiaomin
收藏  |  浏览/下载：24/0  |  提交时间：2024/09/20
hyperspectral remote sensing data  saline soil  soil moisture  soil spectral exponential model  soil spectral moisture threshold