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Remote Sensing, Volume 15, Issue 15

2023 August-1 - 217 articles

Cover Story: Advanced visualization methods, such as mixed (MR) and virtual reality (VR), allow for the visualization of complex datasets with unprecedented levels of detail and user experience; however, as of today, such visualization techniques have largely been used for communication purposes. In this paper, we demonstrate the potential use of MR and VR for the collection and analysis of geological data, using applications built in-house that allow users to process three-dimensional datasets and visualize numerical modeling results. While important limitations still exist in terms of hardware capabilities, portability, and accessibility, the expected technological advances and cost reductions will ensure that this technology forms a standard mapping and data analysis tool for future engineers and geoscientists. View this paper
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Articles (217)

  • Article
  • Open Access
2 Citations
2,940 Views
22 Pages

7 August 2023

Performing the high-precision Global Navigation Satellite System (GNSS) applications with low-cost antennas is an up-and-coming research field. However, the antenna-induced phase biases, i.e., phase center corrections (PCCs), of the low-cost antennas...

  • Article
  • Open Access
3 Citations
3,399 Views
25 Pages

E-FPN: Evidential Feature Pyramid Network for Ship Classification

  • Yilin Dong,
  • Kunhai Xu,
  • Changming Zhu,
  • Enguang Guan and
  • Yihai Liu

7 August 2023

Ship classification, as an important problem in the field of computer vision, has been the focus of research for various algorithms over the past few decades. In particular, convolutional neural networks (CNNs) have become one of the most popular mod...

  • Article
  • Open Access
3 Citations
2,254 Views
18 Pages

Tilt-to-Length Coupling Analysis of an Off-Axis Optical Bench Design for NGGM

  • Kailan Wu,
  • Jingui Wu,
  • Bo Peng,
  • Jianjun Jia,
  • Honggang Luo,
  • Yun Wang,
  • Yongchao Zheng,
  • Yichao Yang,
  • Xuling Lin and
  • Yun-Kau Lau

7 August 2023

A new off-axis optical design alternative to that of the GRACE Follow-on mission for future NGGM missions is considered. In place of the triple-mirror assembly of the GRACE Follow-on mission, a laser retro-reflector is instead generated by means of l...

  • Article
  • Open Access
3 Citations
2,239 Views
20 Pages

7 August 2023

With the popularization of positioning technology, more and more industries have begun to pay attention to the application and demand of location information, and almost all industries can benefit from low-cost and high-precision location information...

  • Article
  • Open Access
3 Citations
2,382 Views
16 Pages

7 August 2023

Crop residue burning produces a lot of polluting gases and fine particles, endangering human health, damaging soil structure, and causing fire accidents. In addition to the impact of residue burning on the local environment, pollutants can spread wit...

  • Article
  • Open Access
10 Citations
2,544 Views
18 Pages

Risk Zoning of Permafrost Thaw Settlement in the Qinghai–Tibet Engineering Corridor

  • Zhiyun Liu,
  • Yu Zhu,
  • Jianbing Chen,
  • Fuqing Cui,
  • Wu Zhu,
  • Jine Liu and
  • Hui Yu

7 August 2023

The Qinghai–Tibet Plateau is the highest and largest permafrost area in the middle and low latitudes of China. In this region, permafrost thaw settlement is the main form of expressway subgrade disaster. Therefore, the quantitative analysis and...

  • Technical Note
  • Open Access
2 Citations
2,561 Views
17 Pages

Autonomous Planning Algorithm for Satellite Laser Ranging Tasks Based on Rolling Horizon Optimization Framework

  • Zequn Lv,
  • Cunbo Fan,
  • Ning An,
  • Jian Gao,
  • Haitao Zhang,
  • Lei Ma,
  • Guanyu Wen,
  • Xue Dong and
  • Chenzhi Liu

7 August 2023

Observation task planning is a key issue and the first step in the development of automated Satellite Laser Ranging (SLR) systems. Aiming at the problem of dynamic change of cloud cover during SLR operation, this paper proposes an autonomous mission...

  • Article
  • Open Access
15 Citations
4,317 Views
27 Pages

Sensitivity Evaluation of Time Series InSAR Monitoring Results for Landslide Detection

  • Liming He,
  • Panke Pei,
  • Xiangning Zhang,
  • Ji Qi,
  • Jiuyang Cai,
  • Wang Cao,
  • Ruibo Ding and
  • Yachun Mao

7 August 2023

Spaceborne interferometric synthetic aperture radar (InSAR) techniques are important for landslide detection and monitoring; however, several limitations and uncertainties, such as the unique north–south flying direction and side-look radar obs...

  • Article
  • Open Access
8 Citations
3,525 Views
30 Pages

7 August 2023

Urbanization transforms simple two-dimensional natural spaces into complex three-dimensional (3D) artificial spaces through intense land use. Hence, urbanization continuously transforms vertical urban settings and the corresponding sky view area. As...

  • Article
  • Open Access
4 Citations
2,655 Views
23 Pages

7 August 2023

A high-quality remote sensing interpretation dataset has become crucial for driving an intelligent model, i.e., deep learning (DL), to produce land-use/land-cover (LULC) products. The existing remote sensing datasets face the following issues: the cu...

  • Article
  • Open Access
7 Citations
2,750 Views
26 Pages

7 August 2023

The building damage caused by natural disasters seriously threatens human security. Applying deep learning algorithms to identify collapsed buildings from remote sensing images is crucial for rapid post-disaster emergency response. However, the diver...

  • Article
  • Open Access
2 Citations
2,636 Views
23 Pages

7 August 2023

A single receptive field limits the expression of multilevel receptive field features in point cloud registration, leading to the pseudo-matching of objects with similar geometric structures in low-overlap scenes, which causes a significant degradati...

  • Article
  • Open Access
6 Citations
2,346 Views
29 Pages

7 August 2023

Unmanned aerial vehicle (UAV)-based aerial images have enabled a prediction of various factors that affect crop growth. However, the single UAV system leaves much to be desired; the time lag between images affects the accuracy of crop information, lo...

  • Article
  • Open Access
5 Citations
1,982 Views
19 Pages

7 August 2023

Currently, the new space-based laser altimetry mission, Ice, Cloud, and Land Elevation Satellite-2 (ICESat-2), is widely used to obtain terrain information. Photon cloud filtering is a crucial step toward retrieving sub-canopy terrain. However, an un...

  • Article
  • Open Access
6 Citations
3,120 Views
21 Pages

Evaluation of the Radiometric Calibration of ZY1-02E Thermal Infrared Data

  • Honggeng Zhang,
  • Hongzhao Tang,
  • Xining Liu,
  • Xianhui Dou,
  • Yonggang Qian,
  • Wei Chen and
  • Kun Li

7 August 2023

Following the launch of the ZY1-02E satellite, the thermal infrared sensor aboard the satellite experienced alterations in the space environment, leading to varying degrees of attenuation in some components. The laboratory calibration accuracy could...

  • Article
  • Open Access
7 Citations
3,255 Views
21 Pages

A Split-Frequency Filter Network for Hyperspectral Image Classification

  • Jinfu Gong,
  • Fanming Li,
  • Jian Wang,
  • Zhengye Yang and
  • Xuezhuan Ding

7 August 2023

The intricate structure of hyperspectral images comprising hundreds of successive spectral bands makes it challenging for conventional approaches to quickly and precisely classify this information. The classification performance of hyperspectral imag...

  • Article
  • Open Access
46 Citations
5,435 Views
33 Pages

Rapid Landslide Extraction from High-Resolution Remote Sensing Images Using SHAP-OPT-XGBoost

  • Na Lin,
  • Di Zhang,
  • Shanshan Feng,
  • Kai Ding,
  • Libing Tan,
  • Bin Wang,
  • Tao Chen,
  • Weile Li,
  • Xiaoai Dai and
  • Feifei Tang
  • + 1 author

7 August 2023

Landslides, the second largest geological hazard after earthquakes, result in significant loss of life and property. Extracting landslide information quickly and accurately is the basis of landslide disaster prevention. Fengjie County, Chongqing, Chi...

  • Article
  • Open Access
1 Citations
1,853 Views
15 Pages

Correlation between Frequency-Divided Magnetic Field and Channel-Base Current for Rocket-Triggered Lightning

  • Yanfeng Fan,
  • Yang Zhang,
  • Weitao Lyu,
  • Ying Ma,
  • Bin Wu,
  • Qi Qi,
  • Dong Zheng,
  • Gaopeng Lu and
  • Ankun Wu

7 August 2023

Different discharge processes of triggered lightning can radiate electromagnetic signals with different frequency bands. During the triggered-lightning experiment conducted at the Field Experiment Base on Lightning Sciences of China Meteorological Ad...

  • Communication
  • Open Access
4 Citations
2,332 Views
11 Pages

Emerging Signal of Englacial Debris on One Clean Surface Glacier Based on High Spatial Resolution Remote Sensing Data in Northeastern Tibetan Plateau

  • Yuwei Wu,
  • Wei Zhang,
  • Shiqiang Zhang,
  • Zhonglei Mao,
  • Anan Chen,
  • Zhen Li,
  • Quan Zhang,
  • Zhongming Guo,
  • Xi Jiang and
  • Yongqing Long

7 August 2023

The Tibetan Plateau contains a large number of mountain glaciers with clean surfaces, where englacial debris is generally entrained by the ice flow and exposed at the glacier margins. The long-term observation on one of the typical clean surface glac...

  • Article
  • Open Access
6 Citations
4,664 Views
22 Pages

7 August 2023

Nitrogen is crucial for plant physiology due to the fact that plants consume a significant amount of nitrogen during the development period. Nitrogen supports the root, leaf, stem, branch, shoot and fruit development of plants. At the same time, it a...

  • Article
  • Open Access
6 Citations
2,680 Views
15 Pages

7 August 2023

The ocean is filled with mesoscale eddies that account for most of the oceanic kinetic energy. The importance of eddies in transporting properties and energy across the ocean basins has led to numerous efforts to track their motion. Here, we implemen...

  • Article
  • Open Access
4 Citations
2,390 Views
20 Pages

7 August 2023

When airborne synthetic aperture radar (SAR) encounters long-time global navigation satellite system (GNSS) denial, the system cannot eliminate inertial navigation system (INS) accumulated drift. Platform positioning technology based on SAR image-mat...

  • Article
  • Open Access
12 Citations
6,718 Views
27 Pages

6 August 2023

Urban planning within Riyadh, the capital of Saudi Arabia, has been impacted by the presence of informal settlements. An understanding of the spatial distribution of these settlements is essential in developing urban policies. This study used remotel...

  • Article
  • Open Access
7 Citations
3,508 Views
18 Pages

6 August 2023

Change detection is an important component in the field of remote sensing. At present, deep-learning-based change-detection methods have acquired many breakthrough results. However, current algorithms still present issues such as target misdetection,...

  • Article
  • Open Access
10 Citations
2,706 Views
22 Pages

Vegetation Dynamics and Its Response to Extreme Climate on the Inner Mongolian Plateau during 1982–2020

  • Rihan Su,
  • Enliang Guo,
  • Yongfang Wang,
  • Shan Yin,
  • Yulong Bao,
  • Zhongyi Sun,
  • Naren Mandula and
  • Yuhai Bao

6 August 2023

The impact of extreme climate change on terrestrial ecosystems continues to intensify. This study was conducted to understand extreme climate–vegetation interactions under exacerbated frequency, severity, and duration of extreme climatic events...

  • Article
  • Open Access
2,032 Views
19 Pages

6 August 2023

The climatic fluctuations in northern China exhibit remarkable variability, making it imperative to harness the power of MODIS data for conducting comprehensive investigations into the influences of desertification, desert expansion, and snow and ice...

  • Article
  • Open Access
6 Citations
3,239 Views
22 Pages

6 August 2023

This study explored the applicability of TRMM, TRMM nonlinear downscaling, and ANUSPLIN (ANU) interpolation of three different types of precipitation data to define regional-scale rainfall-triggered landslide thresholds. The spatial resolution of TRM...

  • Article
  • Open Access
11 Citations
4,157 Views
19 Pages

5 August 2023

Spectral unmixing is one of the prime topics in hyperspectral image analysis, as images often contain multiple sources of spectra. Spectral variability is one of the key factors affecting unmixing accuracy, since spectral signatures are affected by v...

  • Article
  • Open Access
4 Citations
2,712 Views
24 Pages

5 August 2023

Using L-band microwave radiative transfer theory to retrieve ice and snow parameters is one of the focuses of Arctic research. At present, due to limitations of frequency and substrates, few operational microwave radiative transfer models can be used...

  • Article
  • Open Access
3 Citations
2,012 Views
19 Pages

5 August 2023

The caving method and mining disturbance may cause geological issues. The advance prediction of unfavorable geological bodies should be conducted to ensure product safety in the underground mine. In this study, we proposed the OCTEM-PHA analysis proc...

  • Technical Note
  • Open Access
5 Citations
2,080 Views
13 Pages

5 August 2023

Global Ionospheric Specification (GIS) is based on the Gauss–Markov Kalman filter to assimilate the slant total electron content (TEC) observed from ground-based GPS receivers and space-based radio occultation instrumentations in order to recon...

  • Article
  • Open Access
16 Citations
3,835 Views
20 Pages

5 August 2023

Data scarcity is a key factor impacting the current emphasis on individual indicators and the distribution of large-scale spatial objects in country-level SDG 6 research. An investigation of progress assessments and factors influencing SDG implementa...

  • Article
  • Open Access
13 Citations
3,769 Views
27 Pages

5 August 2023

Automatic modulation classification (AMC) based on deep learning (DL) is gaining increasing attention in dynamic spectrum access for 5G/6G wireless communications. However, inconsistent feature parameters between the training (source) and testing (ta...

  • Article
  • Open Access
16 Citations
2,967 Views
16 Pages

5 August 2023

Photon-counting light detection and ranging (LiDAR) emits and receives weak photon signals, which are easily mixed with background noise caused by the sun, the atmosphere, etc., and is thus difficult to distinguish. Therefore, point-cloud denoising i...

  • Article
  • Open Access
15 Citations
4,470 Views
20 Pages

TPH-YOLOv5-Air: Airport Confusing Object Detection via Adaptively Spatial Feature Fusion

  • Qiang Wang,
  • Wenquan Feng,
  • Lifan Yao,
  • Chen Zhuang,
  • Binghao Liu and
  • Lijiang Chen

5 August 2023

Airport detection in remote sensing scenes is a crucial area of research, playing a key role in aircraft blind landing procedures. However, airport detection in remote sensing scenes still faces challenges such as class confusion, poor detection perf...

  • Article
  • Open Access
8 Citations
2,509 Views
16 Pages

5 August 2023

On 5 September 2022, an MS 6.8 earthquake occurred in Luding county, Sichuan province, China, with the epicenter located approximately 20 km from the main peak of Mount (Mt.) Gongga. The dynamic situation of Mt. Gongga glaciers has received widesprea...

  • Article
  • Open Access
14 Citations
8,210 Views
25 Pages

D-VINS: Dynamic Adaptive Visual–Inertial SLAM with IMU Prior and Semantic Constraints in Dynamic Scenes

  • Yang Sun,
  • Qing Wang,
  • Chao Yan,
  • Youyang Feng,
  • Rongxuan Tan,
  • Xiaoqiong Shi and
  • Xueyan Wang

4 August 2023

Visual–inertial SLAM algorithms empower robots to autonomously explore and navigate unknown scenes. However, most existing SLAM systems heavily rely on the assumption of static environments, making them ineffective when confronted with dynamic...

  • Article
  • Open Access
1 Citations
2,755 Views
23 Pages

Tropospheric Delay Parameter Estimation Strategy in BDS Precise Point Positioning

  • Zhimin Liu,
  • Yan Xu,
  • Xing Su,
  • Cuilin Kuang,
  • Bin Wang,
  • Guangxing Wang and
  • Hongyang Ma

4 August 2023

Tropospheric delay (TD) parameter estimation is a critical issue underlying high-precision data processing for global navigation satellite systems (GNSSs). The most widely used TD parameter estimation methods are the random walk (RW) and piece-wise c...

  • Article
  • Open Access
23 Citations
6,077 Views
18 Pages

SAR and Optical Image Registration Based on Deep Learning with Co-Attention Matching Module

  • Jiaxing Chen,
  • Hongtu Xie,
  • Lin Zhang,
  • Jun Hu,
  • Hejun Jiang and
  • Guoqian Wang

4 August 2023

Image registration is the basis for the joint interpretation of synthetic aperture radar (SAR) and optical images. However, the significant nonlinear radiation difference (NRD) and the geometric imaging model difference render the registration quite...

  • Article
  • Open Access
14 Citations
3,257 Views
24 Pages

4 August 2023

This study utilized TROPOMI remote sensing data, MODIS remote sensing data, ground observation data, and other ancillary data to construct a high-resolution spatiotemporal distribution and evaluation of ground-level NO2 concentrations in the Beijing&...

  • Article
  • Open Access
4 Citations
2,510 Views
21 Pages

4 August 2023

Simultaneously polarimetric radar (SPR) realizes the rapid measurement of a target’s polarimetric scattering matrix by transmitting orthogonal radar waveforms of good ambiguity function (AF) properties and receiving their echoes via two orthogo...

  • Article
  • Open Access
7 Citations
2,602 Views
18 Pages

4 August 2023

This paper addresses the issue of the reference signal being contaminated by target echoes due to factors such as wide beamwidths, beam pointing errors, or site errors in passive bistatic radar (PBR). Such contamination can lead to reference signal i...

  • Article
  • Open Access
7 Citations
2,097 Views
18 Pages

4 August 2023

Forests are the most important carbon reservoirs on land, and forest carbon sinks can effectively reduce atmospheric CO2 concentrations and mitigate climate change. In recent years, various satellites have been launched that provide opportunities for...

  • Article
  • Open Access
3 Citations
2,129 Views
22 Pages

4 August 2023

The travel source–sink phenomenon is a typical urban traffic anomaly that reflects the imbalanced dissipation and aggregation of human mobility activities. It is useful for pertinently balancing urban facilities and optimizing urban structures...

  • Article
  • Open Access
4 Citations
2,819 Views
22 Pages

4 August 2023

The Gannan region is situated in Ganzhou City, Jiangxi Province, China, and has a complicated geological background. Seasonal droughts significantly jeopardize the water security of the local population. Groundwater is essential to alleviate the regi...

  • Article
  • Open Access
20 Citations
5,928 Views
22 Pages

Uncovering Dynamics of Global Mangrove Gains and Losses

  • Valeria Contessa,
  • Karen Dyson,
  • Pedro Pablo Vivar Mulas,
  • Adolfo Kindgard,
  • Tianchi Liu,
  • David Saah,
  • Karis Tenneson and
  • Anssi Pekkarinen

4 August 2023

Supporting successful global mangrove conservation and policy requires accurate identification of anthropogenic and biophysical drivers of mangrove extent, yet such studies are scarce. We apply a hybrid methodology, combining existing remote sensing...

  • Article
  • Open Access
8 Citations
2,847 Views
20 Pages

Vehicle Localization in a Completed City-Scale 3D Scene Using Aerial Images and an On-Board Stereo Camera

  • Haihan Zhang,
  • Chun Xie,
  • Hisatoshi Toriya,
  • Hidehiko Shishido and
  • Itaru Kitahara

4 August 2023

Simultaneous Localization and Mapping (SLAM) forms the foundation of vehicle localization in autonomous driving. Utilizing high-precision 3D scene maps as prior information in vehicle localization greatly assists in the navigation of autonomous vehic...

  • Article
  • Open Access
15 Citations
2,524 Views
24 Pages

Inshore Ship Detection Based on Multi-Modality Saliency for Synthetic Aperture Radar Images

  • Zhe Chen,
  • Zhiquan Ding,
  • Xiaoling Zhang,
  • Xiaoting Wang and
  • Yuanyuan Zhou

4 August 2023

Synthetic aperture radar (SAR) ship detection is of significant importance in military and commercial applications. However, a high similarity in intensity and spatial distribution of scattering characteristics between the ship target and harbor faci...

  • Article
  • Open Access
9 Citations
6,890 Views
38 Pages

Landslide Susceptibility Analysis on the Vicinity of Bogotá-Villavicencio Road (Eastern Cordillera of the Colombian Andes)

  • María Camila Herrera-Coy,
  • Laura Paola Calderón,
  • Iván Leonardo Herrera-Pérez,
  • Paul Esteban Bravo-López,
  • Christian Conoscenti,
  • Jorge Delgado,
  • Mario Sánchez-Gómez and
  • Tomás Fernández

4 August 2023

Landslide occurrence in Colombia is very frequent due to its geographical location in the Andean mountain range, with a very pronounced orography, a significant geological complexity and an outstanding climatic variability. More specifically, the stu...

  • Technical Note
  • Open Access
6 Citations
2,425 Views
15 Pages

4 August 2023

Forest biomass dynamics are important indicators of forest productivity and carbon sinks, which are useful for evaluating forest ecological benefits and management options. Rapid and accurate methods for monitoring forest biomass would serve this pur...

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Remote Sens. - ISSN 2072-4292