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Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 4
作者:  Ahmed, A. A. Masrur;  Deo, Ravinesh C.;  Raj, Nawin;  Ghahramani, Afshin;  Feng, Qi;  Yin, Zhenliang;  Yang, Linshan
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/07
Mapping Maize Area in Heterogeneous Agricultural Landscape with Multi-Temporal Sentinel-1 and Sentinel-2 Images Based on Random Forest 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 15
作者:  Chen, Yansi;  Hou, Jinliang;  Huang, Chunlin;  Zhang, Ying;  Li, Xianghua
收藏  |  浏览/下载：33/0  |  提交时间：2022/04/28
MODIS TIME-SERIES  CROP CLASSIFICATION  LAND-COVER  VEGETATION INDEXES  FEATURE-SELECTION  NDVI DATA  PERFORMANCE  FIELDS  EXTENT  
Mapping Surficial Soil Particle Size Fractions in Alpine Permafrost Regions of the Qinghai-Tibet Plateau 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 7
作者:  Wang, Chong;  Zhao, Lin;  Fang, Hongbing;  Wang, Lingxiao;  Xing, Zanpin;  Zou, Defu;  Hu, Guojie;  Wu, Xiaodong;  Zhao, Yonghua;  Sheng, Yu;  Pang, Qiangqiang;  Du, Erji;  Liu, Guangyue;  Yun, Hanbo
收藏  |  浏览/下载：37/0  |  提交时间：2022/04/28
FEATURE-SELECTION  SPATIAL PREDICTION  MACHINE  DEGRADATION  CHALLENGES  MOISTURE  DEPTH  
Corn Biomass Estimation by Integrating Remote Sensing and Long-Term Observation Data Based on Machine Learning Techniques 期刊论文
REMOTE SENSING, 2021, 卷号: 13, 期号: 12
作者:  Geng, Liying;  Che, Tao;  Ma, Mingguo;  Tan, Junlei;  Wang, Haibo
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/21
Spatio-Temporal Patterns of Land Use/Land Cover Change in the Heterogeneous Coastal Region of Bangladesh between 1990 and 2017 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 7
作者:  Abdullah, Abu Yousuf Md;  Masrur, Arif;  Adnan, Mohammed Sarfaraz Gani;  Al Baky, Md. Abdullah;  Hassan, Quazi K.;  Dewan, Ashraf
收藏  |  浏览/下载：21/0  |  提交时间：2019/11/07
Potato Yield Prediction Using Machine Learning Techniques and Sentinel 2 Data 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 15
作者:  Gomez, Diego;  Salvador, Pablo;  Sanz, Julia;  Luis Casanova, Jose
收藏  |  浏览/下载：12/0  |  提交时间：2019/11/07
An Integrated Land Cover Mapping Method Suitable for Low-Accuracy Areas in Global Land Cover Maps 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 15
作者:  Zeng, Tian;  Wang, Lei;  Zhang, Zengxiang;  Wen, Qingke;  Wang, Xiao;  Yu, Le
收藏  |  浏览/下载：21/0  |  提交时间：2022/06/21
CLASSIFICATION  SATELLITE  VARIABILITY  ALGORITHMS  CONTINUITY  DATABASE  FUSION