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Remote Sensing, Volume 15, Issue 4

2023 February-2 - 301 articles

Cover Story: The automatic recognition of numerous coseismic landslides has provided crucial support for post-earthquake emergency rescue. Small landslides under various complicated environments are challenging to recognize. This paper proposes EGCN to integrate global and useful context features in addition to local spatial characteristics at both high and low levels for coseismic landslide recognition. It is constructed with CGBlock as the basic module and U-Net as the baseline. The CGBlock module can extract relatively stable global context-dependent features and unstable local features via the GNN branch and CNN branch, respectively, and integrates them via adaptive weights. Experimental results suggest that the proposed method outperforms the current major deep learning methods. In addition, EGCN could also be applied to the recognition of other small targets. View this paper
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Articles (301)

  • Article
  • Open Access
10 Citations
3,671 Views
29 Pages

Spatiotemporal Patterns and Regional Differences in Soil Thermal Conductivity on the Qinghai–Tibet Plateau

  • Wenhao Liu,
  • Ren Li,
  • Tonghua Wu,
  • Xiaoqian Shi,
  • Lin Zhao,
  • Xiaodong Wu,
  • Guojie Hu,
  • Jimin Yao,
  • Dong Wang and
  • Yongping Qiao
  • + 8 authors

20 February 2023

The Qinghai–Tibet Plateau is an area known to be sensitive to global climate change, and the problems caused by permafrost degradation in the context of climate warming potentially have far-reaching effects on regional hydrogeological processes...

  • Article
  • Open Access
7 Citations
4,331 Views
26 Pages

A Spatial–Temporal Joint Radar-Communication Waveform Design Method with Low Sidelobe Level of Beampattern

  • Liu Liu,
  • Xingdong Liang,
  • Yanlei Li,
  • Yunlong Liu,
  • Xiangxi Bu and
  • Mingming Wang

20 February 2023

A joint radar-communication (JRC) system utilizes the integrated transmit waveform and a single platform to perform radar and communication functions simultaneously. Admittedly, the multibeam waveform design approach could transmit the assigned wavef...

  • Article
  • Open Access
11 Citations
4,905 Views
15 Pages

Post-Hurricane Damage Severity Classification at the Individual Tree Level Using Terrestrial Laser Scanning and Deep Learning

  • Carine Klauberg,
  • Jason Vogel,
  • Ricardo Dalagnol,
  • Matheus Pinheiro Ferreira,
  • Caio Hamamura,
  • Eben Broadbent and
  • Carlos Alberto Silva

20 February 2023

Natural disturbances like hurricanes can cause extensive disorder in forest structure, composition, and succession. Consequently, ecological, social, and economic alterations may occur. Terrestrial laser scanning (TLS) and deep learning have been use...

  • Article
  • Open Access
6 Citations
3,302 Views
18 Pages

20 February 2023

Dynamic response monitoring is of great significance for large engineering structural anomaly diagnosis and early warning. Although the global navigation satellite system (GNSS) has been widely used to measure the dynamic structural response, it has...

  • Article
  • Open Access
9 Citations
3,004 Views
19 Pages

Multi-Instrumental Observations of Midlatitude Plasma Irregularities over Eastern Asia during a Moderate Magnetic Storm on 16 July 2003

  • Hailun Ye,
  • Wen Yi,
  • Baozhu Zhou,
  • Jianfei Wu,
  • Bingkun Yu,
  • Penghao Tian,
  • Jianyuan Wang,
  • Chi Long,
  • Maolin Lu and
  • Xiangkang Dou
  • + 2 authors

20 February 2023

This study presents the observations of midlatitude plasma irregularities over Eastern Asia during a moderate magnetic storm on 16 July 2003. Multi-instrumental observations, including the ground-based ionosondes, the GNSS networks, and the CHAMP and...

  • Review
  • Open Access
93 Citations
36,135 Views
41 Pages

Simultaneous Localization and Mapping (SLAM) for Autonomous Driving: Concept and Analysis

  • Shuran Zheng,
  • Jinling Wang,
  • Chris Rizos,
  • Weidong Ding and
  • Ahmed El-Mowafy

20 February 2023

The Simultaneous Localization and Mapping (SLAM) technique has achieved astonishing progress over the last few decades and has generated considerable interest in the autonomous driving community. With its conceptual roots in navigation and mapping, S...

  • Article
  • Open Access
2,550 Views
19 Pages

Fast Resolution Enhancement for Real Beam Mapping Using the Parallel Iterative Deconvolution Method

  • Ping Zhang,
  • Yongchao Zhang,
  • Deqing Mao,
  • Jianan Yan and
  • Shuaidi Liu

20 February 2023

Super-resolution methods for real beam mapping (RBM) imagery play a significant role in many microwave remote sensing applications. However, the existing super-resolution methods require high-dimensional matrix operations in the case of wide-field im...

  • Article
  • Open Access
6 Citations
4,227 Views
22 Pages

Sea Surface Temperature Gradients Estimation Using Top-of-Atmosphere Observations from the ESA Earth Explorer 10 Harmony Mission: Preliminary Studies

  • Daniele Ciani,
  • Mattia Sabatini,
  • Bruno Buongiorno Nardelli,
  • Paco Lopez Dekker,
  • Björn Rommen,
  • David S. Wethey,
  • Chunxue Yang and
  • Gian Luigi Liberti

20 February 2023

The Harmony satellite mission was recently approved as the next European Space Agency (ESA) Earth Explorer 10. The mission science objectives cover several applications related to solid earth, the cryosphere, upper-ocean dynamics and air–sea in...

  • Article
  • Open Access
88 Citations
9,075 Views
17 Pages

Future Scenarios of Land Use/Land Cover (LULC) Based on a CA-Markov Simulation Model: Case of a Mediterranean Watershed in Morocco

  • Mohamed Beroho,
  • Hamza Briak,
  • El Khalil Cherif,
  • Imane Boulahfa,
  • Abdessalam Ouallali,
  • Rachid Mrabet,
  • Fassil Kebede,
  • Alexandre Bernardino and
  • Khadija Aboumaria

20 February 2023

Modeling of land use and land cover (LULC) is a very important tool, particularly in the agricultural field: it allows us to know the potential changes in land area in the future and to consider developments in order to prevent probable risks. The id...

  • Article
  • Open Access
9 Citations
4,966 Views
22 Pages

A Multi-Resolution Approach to Point Cloud Registration without Control Points

  • Eleanor A. Bash,
  • Lakin Wecker,
  • Mir Mustafizur Rahman,
  • Christine F. Dow,
  • Greg McDermid,
  • Faramarz F. Samavati,
  • Ken Whitehead,
  • Brian J. Moorman,
  • Dorota Medrzycka and
  • Luke Copland

20 February 2023

Terrestrial photographic imagery combined with structure-from-motion (SfM) provides a relatively easy-to-implement method for monitoring environmental systems, even in remote and rough terrain. However, the collection of in-situ positioning data and...

  • Technical Note
  • Open Access
1 Citations
2,427 Views
16 Pages

20 February 2023

The moon has stable luminosity. Radiometric calibration on the lunar region is a good step in the right direction with the expansion of instrument observation capabilities. The uneven composition and terrain types of the lunar surface make it possibl...

  • Article
  • Open Access
6 Citations
2,859 Views
21 Pages

20 February 2023

This paper proposes two data-independent phase-only beamforming algorithms for frequency diverse array multiple-input multiple-output radar against swarm interference. The proposed strategy can form a deep null at the interference area to achieve swa...

  • Article
  • Open Access
8 Citations
3,752 Views
24 Pages

20 February 2023

Smartphones now dominate the Global Navigation Satellite System (GNSS) devices capable of collecting raw data. However, they also offer valuable research opportunities in intentional jamming, which has become a serious threat to the GNSS. Smartphones...

  • Article
  • Open Access
13 Citations
4,882 Views
32 Pages

Spatiotemporal Dynamics of Water Quality Indicators in Koka Reservoir, Ethiopia

  • Endaweke Assegide,
  • Hailu Shiferaw,
  • Degefie Tibebe,
  • Maria V. Peppa,
  • Claire L. Walsh,
  • Tena Alamirew and
  • Gete Zeleke

20 February 2023

The science and application of the Earth observation system are receiving growing traction and wider application, and the scope is becoming wider and better owing to the availability of the higher resolution of satellite remote sensing products. A wa...

  • Article
  • Open Access
5 Citations
3,266 Views
22 Pages

20 February 2023

Space-borne hyperspectral imagery data are known for their high spectral resolution in a number of narrow wavelength intervals, which makes these data useful for mineral mapping. However, the available free-of-charge hyperspectral scenes cover only n...

  • Article
  • Open Access
16 Citations
4,310 Views
21 Pages

20 February 2023

Understanding the long-term dynamics and driving factors behind small and micro wetlands is critical for their management and future sustainability. This study explored the impacts of natural and anthropogenic factors on the spatiotemporal evolution...

  • Technical Note
  • Open Access
6 Citations
2,918 Views
12 Pages

20 February 2023

Active Radar Calibrators (ARC), also called calibration transponders, are often used as reference targets for absolute radiometric calibration of radar systems due to their large achievable Radar Cross-Section (RCS). However, before using a transpond...

  • Article
  • Open Access
23 Citations
5,522 Views
21 Pages

20 February 2023

Timely and accurate acquisition of crop type information is significant for irrigation scheduling, yield estimation, harvesting arrangement, etc. The unmanned aerial vehicle (UAV) has emerged as an effective way to obtain high resolution remote sensi...

  • Article
  • Open Access
10 Citations
3,574 Views
18 Pages

Spatiotemporal Patterns of Evapotranspiration in Central Asia from 2000 to 2020

  • Xingming Hao,
  • Xue Fan,
  • Zhuoyi Zhao and
  • Jingjing Zhang

20 February 2023

Evapotranspiration (ET) affects the dry and wet conditions of a region, particularly in arid Central Asia, where changes in evapotranspiration profoundly influence society, the economy, and ecosystems. However, the changing trends in and driving fact...

  • Article
  • Open Access
5 Citations
8,869 Views
15 Pages

20 February 2023

Accurate monitoring of surface temperature and melting on the Greenland Ice Sheet (GrIS) is important for tracking the ice sheet’s mass balance as well as global and Arctic climate change. Using a moderate-resolution-imaging-spectroradiometer (...

  • Article
  • Open Access
89 Citations
16,477 Views
24 Pages

20 February 2023

Land use/land cover change evaluation and prediction using spatiotemporal data are crucial for environmental monitoring and better planning and management of land use. The main objective of this study is to evaluate land use/land cover changes for th...

  • Communication
  • Open Access
2 Citations
2,423 Views
11 Pages

Non-Destructive Diagnosis on the Masaccio Frescoes at the Brancacci Chapel, Church of Santa Maria del Carmine (Florence)

  • Giovanni Leucci,
  • Lara De Giorgi,
  • Ivan Ferrari,
  • Francesco Giuri,
  • Lucrezia Longhitano,
  • Alberto Felici and
  • Cristiano Riminesi

20 February 2023

The Basilica of Santa Maria del Carmine in Florence, in the Oltrarno area, was built in 1268 (pre-Renaissance low medieval context) and consecrated in 1422. Following a devastating fire in the interior of the original church, in 1771, very little rem...

  • Article
  • Open Access
23 Citations
3,313 Views
21 Pages

Hyperspectral Image Classification via Information Theoretic Dimension Reduction

  • Md Rashedul Islam,
  • Ayasha Siddiqa,
  • Masud Ibn Afjal,
  • Md Palash Uddin and
  • Anwaar Ulhaq

20 February 2023

Hyperspectral images (HSIs) are one of the most successfully used tools for precisely and potentially detecting key ground surfaces, vegetation, and minerals. HSIs contain a large amount of information about the ground scene; therefore, object classi...

  • Article
  • Open Access
17 Citations
4,964 Views
18 Pages

20 February 2023

Knowledge about the spatial-temporal pattern of cropland abandonment is the premise for the management of abandoned croplands. Traditional mapping approaches of abandoned croplands usually utilize a multi-date classification-based land cover change t...

  • Article
  • Open Access
6 Citations
2,876 Views
18 Pages

20 February 2023

The alpine inland lake dynamics have been good indicators of changes in terrestrial hydrological cycles under global climate change. However, the relationship between alpine inland lake and climatic factors remained largely uncertain. This study exam...

  • Article
  • Open Access
16 Citations
4,905 Views
17 Pages

Aboveground Forest Biomass Estimation by the Integration of TLS and ALOS PALSAR Data Using Machine Learning

  • Arunima Singh,
  • Sunni Kanta Prasad Kushwaha,
  • Subrata Nandy,
  • Hitendra Padalia,
  • Surajit Ghosh,
  • Ankur Srivastava and
  • Nikul Kumari

20 February 2023

Forest inventory parameters play an important role in understanding various biophysical processes of forest ecosystems. The present study aims at integrating Terrestrial Laser Scanner (TLS) and ALOS PALSAR L-band Synthetic Aperture Radar (SAR) data t...

  • Article
  • Open Access
4 Citations
4,992 Views
16 Pages

20 February 2023

Free-space detection plays a pivotal role in autonomous vehicle applications, and its state-of-the-art algorithms are typically based on semantic segmentation of road areas. Recently, hyperspectral images have proven useful supplementary information...

  • Article
  • Open Access
6 Citations
3,558 Views
17 Pages

20 February 2023

Clouds can block solar radiation from reaching the surface, so timely and effective cloud cover test and forecasting is critical to the operation and economic efficiency of photovoltaic (PV) plants. Traditional cloud cover algorithms based on meteoro...

  • Article
  • Open Access
1 Citations
2,144 Views
18 Pages

19 February 2023

Spaceborne snow water retrievals over oceans are assessed using a multiyear coincident dataset of CloudSat Cloud Profiling Radar (CPR) and Global Precipitation Mission (GPM) Dual-frequency Precipitation Radar (DPR). Various factors contributing to di...

  • Article
  • Open Access
7 Citations
4,092 Views
32 Pages

19 February 2023

A robust multisensor navigation filter design for the entry phase of next-generation Mars entry, descent, and landing (EDL) is presented. The entry phase is the longest and most uncertain portion of a Mars landing sequence. Navigation performance at...

  • Article
  • Open Access
12 Citations
3,601 Views
21 Pages

Remote Sensing Monitoring of the Pietrafitta Earth Flows in Southern Italy: An Integrated Approach Based on Multi-Sensor Data

  • Davide Mazza,
  • Antonio Cosentino,
  • Saverio Romeo,
  • Paolo Mazzanti,
  • Francesco M. Guadagno and
  • Paola Revellino

19 February 2023

Earth flows are complex gravitational events characterised by a heterogeneous displacement pattern in terms of scale, style, and orientation. As a result, their monitoring, for both knowledge and emergency purposes, represents a relevant challenge in...

  • Review
  • Open Access
42 Citations
6,870 Views
20 Pages

19 February 2023

Due to the limitation of optical images that their waves cannot penetrate clouds, such images always suffer from cloud contamination, which causes missing information and limitations for subsequent agricultural applications, among others. Synthetic a...

  • Article
  • Open Access
8 Citations
2,153 Views
21 Pages

A Comparative Study of Several Popular Models for Near-Land Surface Air Temperature Estimation

  • Dewei Yang,
  • Shaobo Zhong,
  • Xin Mei,
  • Xinlan Ye,
  • Fei Niu and
  • Weiqi Zhong

19 February 2023

Near-land surface air temperature (NLSAT) is an important meteorological and climatic parameter widely used in climate change, urban heat island and environmental science, in addition to being an important input parameter for various earth system sim...

  • Article
  • Open Access
3 Citations
2,540 Views
22 Pages

19 February 2023

Under external load excitation, damage such as breathing cracks and bolt loosening will cause structural time domain acceleration to have nonlinear features. To solve the problem of time domain nonlinear damage identification, a damage identification...

  • Article
  • Open Access
7 Citations
2,855 Views
20 Pages

19 February 2023

Accurate quantification of net primary productivity (NPP) is key to estimating vegetation productivity and studying the global carbon cycle. However, C3 and C4 plants vary in their living environments and potential productivity due to their different...

  • Communication
  • Open Access
3 Citations
2,672 Views
19 Pages

19 February 2023

As an effective active remote sensing technology for the exploration of shallow underground targets, ground-penetrating radar (GPR) is a detection method that can be used to obtain information about the characteristics of underground targets by trans...

  • Article
  • Open Access
6 Citations
3,362 Views
22 Pages

18 February 2023

Corrections to altimeter-measured sea surface height anomalies (SSHA) have a larger proportional effect for synthetic aperture radar (SAR) altimetry than conventional, pulse-limited altimetry because of lower range noise. Here, we quantified the impa...

  • Article
  • Open Access
7 Citations
4,945 Views
22 Pages

18 February 2023

The significant retreat of glaciers in terms of climate change compels researchers to increase the frequency of studies regarding the transformations occurring in glacier boundaries. In this study, we provided glacier area delineation of Ala-Archa va...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,704 Views
16 Pages

SAR and Optical Data Applied to Early-Season Mapping of Integrated Crop–Livestock Systems Using Deep and Machine Learning Algorithms

  • Ana P. S. G. D. D. Toro,
  • Inacio T. Bueno,
  • João P. S. Werner,
  • João F. G. Antunes,
  • Rubens A. C. Lamparelli,
  • Alexandre C. Coutinho,
  • Júlio C. D. M. Esquerdo,
  • Paulo S. G. Magalhães and
  • Gleyce K. D. A. Figueiredo

18 February 2023

Regenerative agricultural practices are a suitable path to feed the global population. Integrated Crop–livestock systems (ICLSs) are key approaches once the area provides animal and crop production resources. In Brazil, the expectation is to in...

  • Article
  • Open Access
13 Citations
3,423 Views
18 Pages

Construction of Urban Thermal Environment Network Based on Land Surface Temperature Downscaling and Local Climate Zones

  • Xueling Zhang,
  • Alimujiang Kasimu,
  • Hongwu Liang,
  • Bohao Wei,
  • Yimuranzi Aizizi,
  • Yongyu Zhao and
  • Rukeya Reheman

18 February 2023

It has become undeniable that global land surface temperature (LST) has continued to rise in recent years. The threat of extreme heat to humans has become self-evident, especially in arid regions. Many studies have clarified the temperature rise/fall...

  • Article
  • Open Access
5 Citations
2,629 Views
16 Pages

Airborne Streak Tube Imaging LiDAR Processing System: A Single Echo Fast Target Extraction Implementation

  • Yongji Yan,
  • Hongyuan Wang,
  • Boyi Song,
  • Zhaodong Chen,
  • Rongwei Fan,
  • Deying Chen and
  • Zhiwei Dong

18 February 2023

In this paper, a ground target extraction system for a novel LiDAR, airborne streak tube imaging LiDAR (ASTIL), is proposed. This system depends on only a single echo and a single data source, and can achieve fast ground target extraction. This syste...

  • Article
  • Open Access
6 Citations
3,670 Views
26 Pages

18 February 2023

The Doppler shift of microwave radar sea surface echoes serves as the foundation for sea surface current field retrieval; it includes the shift caused by satellite platform motion, ocean waves, and sea surface currents. The Doppler shift caused by oc...

  • Article
  • Open Access
11 Citations
4,594 Views
24 Pages

Graph-Based Domain Adaptation Few-Shot Learning for Hyperspectral Image Classification

  • Yanbing Xu,
  • Yanmei Zhang,
  • Tingxuan Yue,
  • Chengcheng Yu and
  • Huan Li

18 February 2023

Due to a lack of labeled samples, deep learning methods generally tend to have poor classification performance in practical applications. Few-shot learning (FSL), as an emerging learning paradigm, has been widely utilized in hyperspectral image (HSI)...

  • Communication
  • Open Access
17 Citations
3,728 Views
9 Pages

18 February 2023

This paper proposes a rectangular array configuration of microstrip antennas combined with a parabolic reflector for C-band satellite communications. The antenna operates in the frequency range of 3.8–4.2 GHz. In particular, the proposed antenn...

  • Article
  • Open Access
3 Citations
2,360 Views
18 Pages

18 February 2023

We studied the characteristics of quasi-two-day wave (QTDW) using the meridional wind in the mesosphere and lower thermosphere (MLT) obtained from a meteor radar over Kototabang (KB, 0.2°S, 100.3°E) from 2003 to 2012. Atmospheric oscillations...

  • Article
  • Open Access
7 Citations
2,428 Views
20 Pages

18 February 2023

Unfrozen free and non-free water between ice crystals in flat and hummock ice in the Yellow River exists as water films with varying contents based on ice temperature. These contents can affect the radar wave velocity of the ice despite its theoretic...

  • Article
  • Open Access
8 Citations
3,397 Views
21 Pages

18 February 2023

Spatio–temporal determination of phenotypic traits, such as height, leaf angles, and leaf area, is important for the understanding of crop growth and development in modern agriculture and crop science. Measurements of these parameters for indiv...

  • Article
  • Open Access
12 Citations
2,997 Views
26 Pages

18 February 2023

Due to the complexity of airborne remote sensing scenes, strong background and noise interference, positive and negative sample imbalance, and multiple ship scales, ship detection is a critical and challenging task in remote sensing. This work propos...

  • Article
  • Open Access
4 Citations
2,180 Views
24 Pages

18 February 2023

Superpixel generation of polarimetric synthetic aperture radar (PolSAR) images is widely used for intelligent interpretation due to its feasibility and efficiency. However, the initial superpixel size setting is commonly neglected, and empirical valu...

  • Article
  • Open Access
5 Citations
3,974 Views
19 Pages

18 February 2023

Soil moisture deficit is an essential element in the estimation of irrigation demands, both spatially and temporarily. The determination of temporal and spatial variations of soil moisture in a river basin is challenging in many aspects; however, dis...

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Remote Sens. - ISSN 2072-4292