Journal of Environmental & Earth Sciences is an international multidisciplinary journal with publishing original results on innovative approaches and scientific findings of environmental & earth sciences as well as significant interaction between human activities, natural resources, environments or climate changes.

The scope of the Journal of Environmental & Earth Sciences includes, but is not limited to:

  • Geological and hydrogeological resources
  • Geomorphology
  • Edaphology
  • Geochemical
  • Geophysical principles
  • Geodesy
  • Remote sensin
  • Climate change
  • Environmental problems

Vol. 5 , Iss. 1 (April 2023)

Articles

Review

  • Deep Learning Methods Used in Remote Sensing Images: A Review

    Ekram M. Rewhel, Jianqiang Li, Amal A. Hamed, Hatem M. Keshk, Amira S. Mahmoud, Sayed A. Sayed, Ehab Samir, Hind H. Zeyada, Sayed A. Mohamed, Marwa S. Moustafa, Ayman H. Nasr, Ashraf K. Helmy
    33-64

    Article ID: 5232
    147  (Abstract) 76  (Download)

    Abstract:

    Undeniably, Deep Learning (DL) has rapidly eroded traditional machine learning in Remote Sensing (RS) and geoscience domains with applications such as scene understanding, material identification, extreme weather detection, oil spill identification, among many others. Traditional machine learning algorithms are given less and less attention in the era of big data. Recently, a substantial amount of... More

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