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Remote Sensing, Volume 17, Issue 24

December-2 2025 - 17 articles

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Articles (17)

  • Review
  • Open Access

5 December 2025

Soil moisture (SM) is a key variable regulating land–atmosphere energy exchange, hydrological processes, and ecosystem functioning. Though important, there are still unresolved problems in accurate SM monitoring and the practical application an...

  • Article
  • Open Access

5 December 2025

Accurate typhoon track forecasting is vital for disaster mitigation in East China, a region frequently impacted by landfalling typhoons. Despite advances in numerical weather prediction, uncertainties remain high, especially within 48 h of landfall,...

  • Article
  • Open Access

Multiscale Attention-Enhanced Complex-Valued Graph U-Net for PolSAR Image Classification

  • Wanying Song,
  • Qian Liu,
  • Kuncheng Pu,
  • Yinyin Jiang and
  • Yan Wu

5 December 2025

The powerful graph convolutional network (GCN) for polarimetric synthetic aperture radar (PolSAR) image classification generally relies on real-valued features, ignoring the phase information and thus limiting the modeling of complex-valued (CV) pola...

  • Article
  • Open Access

5 December 2025

Rock glaciers have been recognized as key indicators of geomorphic and climatic processes in high mountain environments. In this study, Sentinel-2 MSI imagery and topographic data were integrated to construct enhanced feature sets for rock glacier id...

  • Article
  • Open Access

5 December 2025

Accurate shoreline determination is essential for the study of coastal and inland water processes, hydrography, and the monitoring of aquatic and terrestrial environments. This study compares two modern remote sensing technologies: MLS conducted with...

  • Article
  • Open Access

5 December 2025

High-precision and efficient building extraction by fusing visible and synthetic aperture radar (SAR) imagery is critical for applications such as smart cities, disaster response, and UAV navigation. However, existing approaches often rely on complex...

  • Article
  • Open Access

5 December 2025

Environmental degradation from rapid urbanization significantly threatens ecological resilience (ER). Nevertheless, accurately evaluating ER remains a persistent challenge. Prior studies’ limited attention to resilience’s cross-scale comp...

  • Article
  • Open Access

TAF-YOLO: A Small-Object Detection Network for UAV Aerial Imagery via Visible and Infrared Adaptive Fusion

  • Zhanhong Zhuo,
  • Ruitao Lu,
  • Yongxiang Yao,
  • Siyu Wang,
  • Zhi Zheng,
  • Jing Zhang and
  • Xiaogang Yang

5 December 2025

Detecting small objects from UAV-captured aerial imagery is a critical yet challenging task, hindered by factors such as small object size, complex backgrounds, and subtle inter-class differences. Single-modal methods lack the robustness for all-weat...

  • Article
  • Open Access

5 December 2025

Alternate (irregular) bearing, characterized by large fluctuations in fruit yield between consecutive years, remains a major constraint to sustainable avocado (Persea americana) production. This study aimed to assess the potential of satellite remote...

  • Article
  • Open Access

JM-Guided Sentinel 1/2 Fusion and Lightweight APM-UNet for High-Resolution Soybean Mapping

  • Ruyi Wang,
  • Jixian Zhang,
  • Xiaoping Lu,
  • Zhihe Fu,
  • Guosheng Cai,
  • Bing Liu and
  • Junfeng Li

5 December 2025

Accurate soybean mapping is critical for food–oil security and cropping assessment, yet spatiotemporal heterogeneity arising from fragmented parcels and phenological variability reduces class separability and robustness. This study aims to deli...

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Remote Sens. - ISSN 2072-4292