Search alternatives:
prediction » reduction (Expand Search)
Showing 55,881 - 55,900 results of 88,342 for search '(http OR https) (prediction OR education) model', query time: 0.88s Refine Results
  1. 55881

    A Framework for High-Spatiotemporal-Resolution Soil Moisture Retrieval in China Using Multi-Source Remote Sensing Data by Zhuangzhuang Feng, Xingming Zheng, Xiaofeng Li, Chunmei Wang, Jinfeng Song, Lei Li, Tianhao Guo, Jia Zheng

    Published 2024-12-01
    “…This indicates that multi-source data can provide complementary information for SM monitoring. (2) Compared to XGBoost and LSTM, RFR and EL demonstrate superior overall performance and are the preferred models for SM prediction. Their R<sup>2</sup> for the training and test sets exceed 0.969 and 0.743, respectively, and their ubRMSE are below 0.022 and 0.063 m<sup>3</sup>/m<sup>3</sup>, respectively. (3) The SM prediction accuracy is highest for the scenario of optical + SAR + auxiliary data, followed by SAR + auxiliary data, and finally optical + auxiliary data. (4) With an increasing Normalized Difference Vegetation Index (NDVI) and SM values, the trained models exhibit a general decrease in prediction performance and accuracy. (5) In 2021 and 2022, without considering cloud cover, the IF theoretically achieved an SM revisit time of 1–3 days across 95.01% and 96.53% of China’s area, respectively. …”
    Get full text
    Article
  2. 55882
  3. 55883
  4. 55884
  5. 55885
  6. 55886
  7. 55887
  8. 55888
  9. 55889
  10. 55890
  11. 55891
  12. 55892
  13. 55893
  14. 55894
  15. 55895
  16. 55896
  17. 55897
  18. 55898
  19. 55899
  20. 55900