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54 ta ish

Ish: Modeling the Leaf Area Index of Inner Mongolia Grassland Based on Machine Learning Regression Algorithms Incorporating Empirical Knowledge

  1. Random Forests

    Leo Breiman

    Maqola200167 iqtibos
    ABI

  2. Random forest in remote sensing: A review of applications and future directions

    Mariana Belgiu, Lucian Drăguţ

    Sharh maqola201610 iqtibos
    ABI

  3. Support-vector networks

    Corinna Cortes, Vladimir Vapnik

    Maqola19958 iqtibos
    ABI

  4. Derivation of Leaf‐Area Index from Quality of Light on the Forest Floor

    Carl F. Jordan

    Maqola19695 iqtibos
    ABI

  5. Machine Learning: New Ideas and Tools in Environmental Science and Engineering

    Shifa Zhong, Kai Zhang, Majid Bagheri +16

    Maqola20213 iqtibos
    ABI

  6. Random Forest:  A Classification and Regression Tool for Compound Classification and QSAR Modeling

    Vladimir Svetnik, Andy Liaw, Christopher Tong +3

    Maqola20033 iqtibos
    ABI

  7. GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production

    Frédéric Baret, Marie Weiss, Roselyne Lacaze +4

    Maqola20133 iqtibos
    ABI

  8. Climate variability and vulnerability to climate change: a review

    Philip K. Thornton, Polly Ericksen, Mario Herrero +1

    Sharh maqola20143 iqtibos
    ABI

  9. Global products of vegetation leaf area and fraction absorbed PAR from year one of MODIS data

    Ranga B. Myneni, Samuel M. Hoffman, Yuri Knyazikhin +13

    Maqola20023 iqtibos
    ABI

  10. Vegetation dynamics and responses to recent climate change in Xinjiang using leaf area index as an indicator

    Guli·Jiapaer, Shunlin Liang, Qiuxiang Yi +1

    Maqola20153 iqtibos
    ABI

  11. A snow-free vegetation index for improved monitoring of vegetation spring green-up date in deciduous ecosystems

    Cong Wang, Jin Chen, Jin Wu +4

    Maqola20173 iqtibos
    ABI

  12. Optical remote sensing and the retrieval of terrestrial vegetation bio-geophysical properties – A review

    Jochem Verrelst, Gustau Camps‐Valls, Jordi Muñoz-Marı́ +4

    Sharh maqola20152 iqtibos
    ABI

  13. Artificial neural networks as a tool in ecological modelling, an introduction

    Sovan Lek, Jean‐François Guégan

    Maqola19992 iqtibos
    ABI

  14. Review of methods for in situ leaf area index determination

    Inge Jonckheere, Stefan Fleck, K. Nackaerts +4

    Maqola20032 iqtibos
    ABI

  15. Validation of MODIS and CYCLOPES LAI products using global field measurement data

    Hongliang Fang, Shanshan Wei, Shunlin Liang

    Maqola20122 iqtibos
    ABI

  16. Remote estimation of leaf area index and green leaf biomass in maize canopies

    Anatoly A. Gitelson, Andrés Viña, Timothy J. Arkebauer +3

    Maqola20032 iqtibos
    ABI

  17. Defining leaf area index for non‐flat leaves

    Jianfu Chen, T. Andrew Black

    Maqola19922 iqtibos
    ABI

  18. Modeling the Exchanges of Energy, Water, and Carbon Between Continents and the Atmosphere

    P. J. Sellers, Robert E. Dickinson, David A. Randall +10

    Maqola19972 iqtibos
    ABI

  19. Transformed difference vegetation index (TDVI) for vegetation cover mapping

    A. Bannari, H. Asalhi, Philippe Teillet

    Maqola20032 iqtibos
    ABI

  20. Predicting Grassland Leaf Area Index in the Meadow Steppes of Northern China: A Comparative Study of Regression Approaches and Hybrid Geostatistical Methods

    Zhenwang Li, Jianghao Wang, Huan Tang +6

    Maqola20162 iqtibos
    ABI

  21. Assessment of red-edge vegetation indices for crop leaf area index estimation

    Taifeng Dong, Jiangui Liu, Jiali Shang +7

    Maqola20182 iqtibos
    ABI

  22. An Overview of Global Leaf Area Index (LAI): Methods, Products, Validation, and Applications

    Hongliang Fang, Frédéric Baret, Stephen Plummer +1

    Maqola20192 iqtibos
    ABI

  23. The superiority of the normalized difference phenology index (NDPI) for estimating grassland aboveground fresh biomass

    Dawei Xu, Cong Wang, Jin Chen +11

    Maqola20212 iqtibos
    ABI

  24. Spatial patterns and driving factors of aboveground and belowground biomass over the eastern Eurasian steppe

    Lei Ding, Zhenwang Li, Beibei Shen +8

    Maqola20212 iqtibos
    ABI

  25. Sarlavhasiz

    Boshqa1 iqtibos
    ABI