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Remote Sensing, Volume 17, Issue 24

December-2 2025 - 18 articles

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Articles (17)

  • Article
  • Open Access

5 December 2025

Recently, developments in hyperspectral image (HSI) classification have brought increasing attention to the challenges of the open-set problem. However, current open-set methods generally overlook the intra-class multimodal structure, making it diffi...

  • Article
  • Open Access

KADL: Knowledge-Aided Deep Learning Method for Radar Backscatter Prediction in Large-Scale Scenarios

  • Dong Zhu,
  • Peng Zhao,
  • Qiang Zhao,
  • Qingliang Li,
  • Jinpeng Zhang and
  • Lixia Yang

5 December 2025

Radar backscatter from large-scale scenarios plays a crucial role in remote sensing applications. However, due to the diversity and heterogeneity of the natural environment, traditional empirical methods which rely on simplified physics and a limited...

  • Article
  • Open Access

5 December 2025

The PBLH affects the intensity of the surface turbulence and the state of pollutant dispersion. Current research on PBLH characteristics and their relationship with pollution in coastal megacities remains insufficient. Moreover, existing studies rare...

  • Article
  • Open Access

5 December 2025

Understanding and monitoring benthic habitat distribution is essential for implementing ecosystem-based fisheries management (EBFM). Satellite remote sensing offers a rapid and cost-effective approach to marine habitat assessments; however, its appli...

  • Article
  • Open Access

5 December 2025

With advancements in solar-induced fluorescence (SIF) observation technology and the evolution of vegetation radiative transfer models, SIF signals can now be more effectively interpreted and leveraged from a mechanistic perspective. This, in turn, f...

  • Article
  • Open Access

Spatial Diffusion Characteristics of Pine Wilt Disease at the Forest Stand Scale and Prediction of Individual Tree Mortality Risk

  • Xuefei Jiang,
  • Ting Liu,
  • Guangdao Bao,
  • Chang Zhai,
  • Zhibin Ren,
  • Mingming Ding,
  • Xingshuai Xu and
  • Sa Xu

5 December 2025

Pine wilt disease (PWD) is one of the fastest-spreading invasive forest pathogens worldwide, causing rapid mortality of infected trees and posing a severe threat to global forest ecosystem security and carbon sink capacity. However, the spatial dynam...

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Remote Sens. - ISSN 2072-4292