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Remote Sensing, Volume 15, Issue 4

February-2 2023 - 301 articles

Cover Story: The automatic recognition of numerous coseismic landslides has provided crucial support for post-earthquake emergency rescue. Small landslides under various complicated environments are challenging to recognize. This paper proposes EGCN to integrate global and useful context features in addition to local spatial characteristics at both high and low levels for coseismic landslide recognition. It is constructed with CGBlock as the basic module and U-Net as the baseline. The CGBlock module can extract relatively stable global context-dependent features and unstable local features via the GNN branch and CNN branch, respectively, and integrates them via adaptive weights. Experimental results suggest that the proposed method outperforms the current major deep learning methods. In addition, EGCN could also be applied to the recognition of other small targets. View this paper
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Articles (301)

  • Technical Note
  • Open Access
1 Citations
2,186 Views
16 Pages

20 February 2023

The moon has stable luminosity. Radiometric calibration on the lunar region is a good step in the right direction with the expansion of instrument observation capabilities. The uneven composition and terrain types of the lunar surface make it possibl...

  • Article
  • Open Access
6 Citations
2,671 Views
21 Pages

20 February 2023

This paper proposes two data-independent phase-only beamforming algorithms for frequency diverse array multiple-input multiple-output radar against swarm interference. The proposed strategy can form a deep null at the interference area to achieve swa...

  • Article
  • Open Access
6 Citations
3,345 Views
24 Pages

20 February 2023

Smartphones now dominate the Global Navigation Satellite System (GNSS) devices capable of collecting raw data. However, they also offer valuable research opportunities in intentional jamming, which has become a serious threat to the GNSS. Smartphones...

  • Article
  • Open Access
10 Citations
4,431 Views
32 Pages

Spatiotemporal Dynamics of Water Quality Indicators in Koka Reservoir, Ethiopia

  • Endaweke Assegide,
  • Hailu Shiferaw,
  • Degefie Tibebe,
  • Maria V. Peppa,
  • Claire L. Walsh,
  • Tena Alamirew and
  • Gete Zeleke

20 February 2023

The science and application of the Earth observation system are receiving growing traction and wider application, and the scope is becoming wider and better owing to the availability of the higher resolution of satellite remote sensing products. A wa...

  • Article
  • Open Access
5 Citations
2,973 Views
22 Pages

20 February 2023

Space-borne hyperspectral imagery data are known for their high spectral resolution in a number of narrow wavelength intervals, which makes these data useful for mineral mapping. However, the available free-of-charge hyperspectral scenes cover only n...

  • Article
  • Open Access
14 Citations
3,911 Views
21 Pages

20 February 2023

Understanding the long-term dynamics and driving factors behind small and micro wetlands is critical for their management and future sustainability. This study explored the impacts of natural and anthropogenic factors on the spatiotemporal evolution...

  • Technical Note
  • Open Access
6 Citations
2,569 Views
12 Pages

20 February 2023

Active Radar Calibrators (ARC), also called calibration transponders, are often used as reference targets for absolute radiometric calibration of radar systems due to their large achievable Radar Cross-Section (RCS). However, before using a transpond...

  • Article
  • Open Access
20 Citations
5,035 Views
21 Pages

20 February 2023

Timely and accurate acquisition of crop type information is significant for irrigation scheduling, yield estimation, harvesting arrangement, etc. The unmanned aerial vehicle (UAV) has emerged as an effective way to obtain high resolution remote sensi...

  • Article
  • Open Access
9 Citations
3,223 Views
18 Pages

Spatiotemporal Patterns of Evapotranspiration in Central Asia from 2000 to 2020

  • Xingming Hao,
  • Xue Fan,
  • Zhuoyi Zhao and
  • Jingjing Zhang

20 February 2023

Evapotranspiration (ET) affects the dry and wet conditions of a region, particularly in arid Central Asia, where changes in evapotranspiration profoundly influence society, the economy, and ecosystems. However, the changing trends in and driving fact...

  • Article
  • Open Access
5 Citations
8,211 Views
15 Pages

20 February 2023

Accurate monitoring of surface temperature and melting on the Greenland Ice Sheet (GrIS) is important for tracking the ice sheet’s mass balance as well as global and Arctic climate change. Using a moderate-resolution-imaging-spectroradiometer (...

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Remote Sens. - ISSN 2072-4292