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Remote Sensing, Volume 16, Issue 13

July-1 2024 - 255 articles

Cover Story: Optical satellite data products (e.g., Sentinel-2, PlanetScope, Landsat) require proper validation across diverse ecosystems. This work assesses the spectral reflectance accuracy of a UAV-mounted multispectral MicaSense Altum against spectroradiometer, UAV-hyperspectral, and satellite data by using the manufacturer-provided panel-based reflectance conversion technique for atmospheric correction at the Mer Bleue peatland supersite near Ottawa, Canada. The Altum was assessed based on band-level pair-wise comparisons and common vegetation indices, which revealed differences between the Altum and the other data requiring careful consideration of its use for this purpose in peatlands. View this paper
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Articles (255)

  • Article
  • Open Access
3 Citations
2,415 Views
18 Pages

8 July 2024

Multichannel radars generally need to utilize a certain amount of training samples to estimate the covariance matrix of clutter for target detection. Due to factors such as severe terrain fluctuations and complex electromagnetic environments, the tra...

  • Article
  • Open Access
2 Citations
2,129 Views
26 Pages

Active Bidirectional Self-Training Network for Cross-Domain Segmentation in Remote-Sensing Images

  • Zhujun Yang,
  • Zhiyuan Yan,
  • Wenhui Diao,
  • Yihang Ma,
  • Xinming Li and
  • Xian Sun

8 July 2024

Semantic segmentation with cross-domain adaptation in remote-sensing images (RSIs) is crucial and mitigates the expense of manually labeling target data. However, the performance of existing unsupervised domain adaptation (UDA) methods is still signi...

  • Article
  • Open Access
4 Citations
2,238 Views
22 Pages

8 July 2024

In this paper, a technology named SCM−ANN combining physical scattering mechanisms and artificial intelligence is proposed to realize radar cross-section (RCS) extrapolation of non-cooperative conductor targets with higher efficiency. Firstly,...

  • Article
  • Open Access
4 Citations
2,504 Views
21 Pages

Interactions and Conflicts between Urbanization and Greenness: A Case Study from Nanjing, China

  • Shengjie Yang,
  • Liang Zhong,
  • Yunqiao Zhou,
  • Bin Sun,
  • Rui Wang,
  • Zhengguo Sun and
  • Jianlong Li

8 July 2024

Urbanization is rapidly occupying green spaces, making it crucial to understand implicit conflicts between urbanization and greenness. This study proposes an ecological greenness index (EGI) and a comprehensive urbanization index (CUI) and selects Na...

  • Article
  • Open Access
4 Citations
1,817 Views
29 Pages

DCP-Net: A Distributed Collaborative Perception Network for Remote Sensing Semantic Segmentation

  • Zhechao Wang,
  • Peirui Cheng,
  • Shujing Duan,
  • Kaiqiang Chen,
  • Zhirui Wang,
  • Xinming Li and
  • Xian Sun

8 July 2024

Collaborative perception enhances onboard perceptual capability by integrating features from other platforms, effectively mitigating the compromised accuracy caused by a restricted observational range and vulnerability to interference. However, curre...

  • Article
  • Open Access
1 Citations
1,697 Views
18 Pages

Remote Sensing Guides Management Strategy for Invasive Legumes on the Central Plateau, New Zealand

  • Paul G. Peterson,
  • James D. Shepherd,
  • Richard L. Hill and
  • Craig I. Davey

8 July 2024

Remote sensing was used to map the invasion of yellow-flowered legumes on the Central Plateau of New Zealand to inform weed management strategy. The distributions of Cytisus scoparius (broom), Ulex europaeus (gorse) and Lupinus arboreus (tree lupin)...

  • Article
  • Open Access
1 Citations
1,378 Views
22 Pages

8 July 2024

Long-term cross-correlational structures are examined for pairs of sea surface temperature anomalies (SSTAs) and advective forcing parameters and sea surface height anomalies (SSHAs) and current velocity anomalies (CVAs) in the East/Japan Sea (EJS);...

  • Article
  • Open Access
1 Citations
2,351 Views
22 Pages

An Inverse Modeling Approach for Retrieving High-Resolution Surface Fluxes of Greenhouse Gases from Measurements of Their Concentrations in the Atmospheric Boundary Layer

  • Iuliia Mukhartova,
  • Andrey Sogachev,
  • Ravil Gibadullin,
  • Vladislava Pridacha,
  • Ibragim A. Kerimov and
  • Alexander Olchev

8 July 2024

This study explores the potential of using Unmanned Aircraft Vehicles (UAVs) as a measurement platform for estimating greenhouse gas (GHG) fluxes over complex terrain. We proposed and tested an inverse modeling approach for retrieving GHG fluxes base...

  • Article
  • Open Access
5 Citations
1,845 Views
25 Pages

8 July 2024

Due to the intricate terrain and restricted resources, hyperspectral image (HSI) datasets captured in real-world scenarios typically contain noisy labels, which may seriously affect the classification results. To address this issue, we work on a univ...

  • Article
  • Open Access
6 Citations
4,780 Views
34 Pages

Forty-Year Fire History Reconstruction from Landsat Data in Mediterranean Ecosystems of Algeria following International Standards

  • Mostefa E. Kouachi,
  • Amin Khairoun,
  • Aymen Moghli,
  • Souad Rahmani,
  • Florent Mouillot,
  • M. Jaime Baeza and
  • Hassane Moutahir

8 July 2024

Algeria, the main fire hotspot on the southern rim of the Mediterranean Basin, lacks a complete fire dataset with official fire perimeters, and the existing one contains inconsistencies. Preprocessed global and regional burned area (BA) products prov...

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Remote Sens. - ISSN 2072-4292