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Remote Sensing, Volume 16, Issue 21

November-1 2024 - 204 articles

Cover Story: Over the last two decades, several new approaches based on the processing of point clouds to obtain individual trees and the automatic estimation of tree-level attributes (tree height (H), crown diameter (CD), etc.) with high accuracy have emerged. However, these approaches use many parameters that need to be tuned (i.e., local tuning). This parameter tuning is time-consuming and requires learning and understanding the meaning and role of each parameter. In this study, three raster-based (RB) and one point cloud-based (PCB) algorithms were tested to segment individual trees and extract their H and CD using two types of point: (1) Low-Density Airborne Laser Scanning (LD-ALS) and (2) photogrammetry based on UAV Imagery. A methodology requiring minimal user interactions has been developed for application in large areas of Mediterranean forests. View this paper
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Articles (204)

  • Article
  • Open Access
1 Citations
1,931 Views
22 Pages

4 November 2024

Supervised polarimetric synthetic aperture radar (PolSAR) image classification demands a large amount of precisely labeled data. However, such data are difficult to obtain. Therefore, many unsupervised methods have been proposed for unsupervised PolS...

  • Article
  • Open Access
1 Citations
1,345 Views
16 Pages

4 November 2024

Surface heat source (SHS) is a crucial factor affecting local weather systems. Particularly SHS on the Tibetan Plateau (TP) significantly influences East Asian atmospheric circulation and global climate. Accurate prediction of summer SHS on the TP is...

  • Technical Note
  • Open Access
3 Citations
3,119 Views
16 Pages

4 November 2024

This study presents a procedure in which 3D electrical resistivity tomography (ERT) and ground-penetrating radar (GPR) were used to determine singularities in the foundations of protected historic towers, where space is limited due to their character...

  • Article
  • Open Access
1 Citations
1,541 Views
19 Pages

4 November 2024

Over the past few years, there has been a noticeable change in the occurrence of seismic disasters in Sichuan, China. The focus has shifted from Western Sichuan to the previously more stable Southeastern Sichuan. The recent Ms6.0 earthquake in Luxian...

  • Article
  • Open Access
6 Citations
2,153 Views
22 Pages

4 November 2024

Human activities continuously alter the delivery of ecosystem services (ESs), which play a crucial role in human well-being. There is a pressing need for effective ecological management strategies that consider the spatial heterogeneity of ESs to sup...

  • Article
  • Open Access
2 Citations
2,021 Views
15 Pages

4 November 2024

Radar polarimetry is a technique that can be used to enhance target detection, identification and classification; however, the quality of these measurements can be significantly influenced by the characteristics of the radar antenna. For an accurate...

  • Review
  • Open Access
8 Citations
9,325 Views
45 Pages

4 November 2024

Remote sensing images contain a wealth of Earth-observation information. Efficient extraction and application of hidden knowledge from these images will greatly promote the development of resource and environment monitoring, urban planning and other...

  • Article
  • Open Access
8 Citations
3,649 Views
23 Pages

FireNet: A Lightweight and Efficient Multi-Scenario Fire Object Detector

  • Yonghuan He,
  • Age Sahma,
  • Xu He,
  • Rong Wu and
  • Rui Zhang

4 November 2024

Fire and smoke detection technologies face challenges in complex and dynamic environments. Traditional detectors are vulnerable to background noise, lighting changes, and similar objects (e.g., clouds, steam, dust), leading to high false alarm rates....

  • Article
  • Open Access
3 Citations
2,417 Views
20 Pages

3 November 2024

Surface mining in the southeastern Gobi Desert has significant environmental impacts, primarily due to the creation of large coal piles that are highly susceptible to aeolian processes. Using spaceborne remote sensing and numerical simulations, we in...

  • Article
  • Open Access
1 Citations
1,321 Views
21 Pages

3 November 2024

In order to enhance the detection of maritime vessel targets, considering the causal relationship between the motion of vessels and their wakes, as well as the characteristics of ship wakes such as large diffusion range and distinctive features, this...

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Remote Sens. - ISSN 2072-4292