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Remote Sensing, Volume 16, Issue 8

2024 April-2 - 166 articles

Cover Story: The integration of multi-satellite remote sensing and citizen science observations sets the stage for advanced monitoring of river ice dynamics in Alaska. This study leverages the Google Earth Engine platform to enhance the timeliness and accuracy of river ice observations, especially during critical freeze-up and breakup periods. By incorporating both high-resolution optical and radar data, our approach significantly improves the monitoring and analysis of river ice conditions. Furthermore, the inclusion of citizen science data provides essential ground-truth insights, notably enhancing the validation and interpretation of remote sensing products. Together, these methodologies not only refine ice monitoring technologies but also deepen our understanding of ice-induced hazards. View this paper
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Articles (166)

  • Article
  • Open Access
1 Citations
2,112 Views
17 Pages

Focusing Algorithm of Range Profile for Plasma-Sheath-Enveloped Target

  • Fangfang Shen,
  • Xuyang Chen,
  • Bowen Bai,
  • Yanming Liu,
  • Xiaoping Li and
  • Zherui Zhang

22 April 2024

In this paper, a one-dimensional (1-D) range profile of the hypersonic target enveloped by a plasma sheath is investigated. Firstly, the non-uniform property of the plasma sheath is studied and its impact on the wideband electromagnetic (EM) wave is...

  • Article
  • Open Access
1 Citations
2,481 Views
22 Pages

Kinematic and Dynamic Structure of the 18 May 2020 Squall Line over South Korea

  • Wishnu Agum Swastiko,
  • Chia-Lun Tsai,
  • Seung Hee Kim and
  • GyuWon Lee

22 April 2024

The diagonal squall line that passed through the Korean Peninsula on the 18 May 2020 was examined using wind data retrieved from multiple Doppler radar synthesis focusing on its kinematic and dynamic aspects. The low-level jet, along with warm and mo...

  • Article
  • Open Access
3 Citations
2,746 Views
19 Pages

Wind Profile Reconstruction Based on Convolutional Neural Network for Incoherent Doppler Wind LiDAR

  • Jiawei Li,
  • Chong Chen,
  • Yuli Han,
  • Tingdi Chen,
  • Xianghui Xue,
  • Hengjia Liu,
  • Shuhua Zhang,
  • Jing Yang and
  • Dongsong Sun

22 April 2024

The rapid development of artificial intelligence (AI) and deep learning has revolutionized the field of data analysis in recent years, including signal data acquired by remote sensors. Light Detection and Ranging (LiDAR) technology is widely used in...

  • Article
  • Open Access
3 Citations
1,983 Views
21 Pages

ITS Efficiency Analysis for Multi-Target Tracking in a Clutter Environment

  • Zvonko Radosavljević,
  • Dejan Ivković and
  • Branko Kovačević

22 April 2024

The Integrated Track Splitting (ITS) is a multi-scan algorithm for target tracking in a cluttered environment. The ITS filter models each track as a set of mutually exclusive components, usually in the form of a Gaussian Mixture. The purpose of this...

  • Article
  • Open Access
1 Citations
1,746 Views
19 Pages

Concept of Spaceborne Ocean Microwave Dual-Function Integrated Sensor for Wind and Wave Measurement

  • Hang Li,
  • Wenkang Liu,
  • Guangcai Sun,
  • Changhong Chen,
  • Mengdao Xing,
  • Zhenhua Zhang and
  • Jie Zhang

21 April 2024

Dedicated to synchronously acquiring large-area, high-precision, and multi-scale ocean wind and wave information, a novel concept of a spaceborne ocean microwave dual-function integrated sensor is proposed in this paper. It integrates the functions o...

  • Article
  • Open Access
6 Citations
2,237 Views
22 Pages

21 April 2024

Frequency synchronization error, as one of the inevitable technical challenges in distributed synthetic aperture radar (SAR), has different impacts on different SAR systems. Multi-monostatic SAR is a typical distributed configuration where frequency...

  • Article
  • Open Access
6 Citations
2,924 Views
17 Pages

21 April 2024

Aircraft icing refers to the accumulation of ice on the surface and components of an aircraft when supercooled water droplets collide with the aircraft above freezing levels (at altitudes at which the temperature is below 0 °C), which requires vi...

  • Article
  • Open Access
4 Citations
2,172 Views
17 Pages

21 April 2024

This study investigates the day-to-day variability of equatorial plasma bubbles (EPBs) over the Atlantic–American region and their connections to atmospheric planetary waves during the sudden stratospheric warming (SSW) event of 2021. The inves...

  • Article
  • Open Access
6 Citations
3,393 Views
25 Pages

20 April 2024

Predicting the mesoscale eddies in the ocean is crucial for advancing our understanding of the ocean and climate systems. Establishing spatio-temporal correlation among input data is a significant challenge in mesoscale eddy prediction tasks, especia...

  • Technical Note
  • Open Access
3,575 Views
15 Pages

Diapiric Structures in the Tinto River Estuary (SW Spain) Caused by Artificial Load of an Industrial Stockpile

  • Juan A. Morales,
  • Berta M. Carro,
  • José Borrego,
  • Antonio J. Diosdado,
  • María Eugenia Aguilar and
  • Miguel A. González

20 April 2024

The mouth of the Tinto River is located on the southwest coast of the Iberian Peninsula in the northwest of the Gulf of Cadiz. The river flows into an estuarine system shared with the Odiel River, commonly known as the “Ría de Huelva&rdq...

  • Article
  • Open Access
51 Citations
9,041 Views
17 Pages

CNN-BiLSTM: A Novel Deep Learning Model for Near-Real-Time Daily Wildfire Spread Prediction

  • Mohammad Marjani,
  • Masoud Mahdianpari and
  • Fariba Mohammadimanesh

20 April 2024

Wildfires significantly threaten ecosystems and human lives, necessitating effective prediction models for the management of this destructive phenomenon. This study integrates Convolutional Neural Network (CNN) and Bidirectional Long Short-Term Memor...

  • Article
  • Open Access
12 Citations
3,508 Views
19 Pages

Integrating Optical and SAR Time Series Images for Unsupervised Domain Adaptive Crop Mapping

  • Luwei Feng,
  • Dawei Gui,
  • Shanshan Han,
  • Tianqi Qiu and
  • Yumiao Wang

20 April 2024

Accurate crop mapping is crucial for ensuring food security. Recently, many studies have developed diverse crop mapping models based on deep learning. However, these models generally rely on a large amount of labeled crop samples to investigate the i...

  • Article
  • Open Access
4 Citations
2,817 Views
19 Pages

Locating and Grading of Lidar-Observed Aircraft Wake Vortex Based on Convolutional Neural Networks

  • Xinyu Zhang,
  • Hongwei Zhang,
  • Qichao Wang,
  • Xiaoying Liu,
  • Shouxin Liu,
  • Rongchuan Zhang,
  • Rongzhong Li and
  • Songhua Wu

20 April 2024

Aircraft wake vortices are serious threats to aviation safety. The Pulsed Coherent Doppler Lidar (PCDL) has been widely used in the observation of aircraft wake vortices due to its advantages of high spatial-temporal resolution and high precision. Ho...

  • Article
  • Open Access
5 Citations
3,552 Views
20 Pages

20 April 2024

Anthropogenic climate change is increasing the occurrence of wildfires, especially in northern high latitudes, leading to a shift in land surface climate. This study aims to determine the predominant climatic effects of fires in boreal forests to ass...

  • Article
  • Open Access
5 Citations
3,006 Views
24 Pages

A Novel Semantic Content-Based Retrieval System for Hyperspectral Remote Sensing Imagery

  • Fatih Ömrüuzun,
  • Yasemin Yardımcı Çetin,
  • Uğur Murat Leloğlu and
  • Begüm Demir

20 April 2024

With the growing use of hyperspectral remote sensing payloads, there has been a significant increase in the number of hyperspectral remote sensing image archives, leading to a massive amount of collected data. This highlights the need for an efficien...

  • Article
  • Open Access
14 Citations
4,521 Views
21 Pages

20 April 2024

In current times, reconstruction of remote sensing images using super-resolution is a prominent topic of study. Remote sensing data have a complex spatial distribution. Compared with natural pictures, remote sensing pictures often contain subtler and...

  • Article
  • Open Access
9 Citations
2,314 Views
24 Pages

A Sparse SAR Imaging Method for Low-Oversampled Staggered Mode via Compound Regularization

  • Mingqian Liu,
  • Jie Pan,
  • Jinbiao Zhu,
  • Zhengchao Chen,
  • Bingchen Zhang and
  • Yirong Wu

20 April 2024

High-resolution wide-swath (HRWS) imaging is the research focus of the modern spaceborne synthetic-aperture radar (SAR) imaging field, with significant relevance and vast application potential. Staggered SAR, as an innovative imaging system, mitigate...

  • Article
  • Open Access
3 Citations
4,894 Views
31 Pages

Estimation of Small-Stream Water Surface Elevation Using UAV Photogrammetry and Deep Learning

  • Radosław Szostak,
  • Marcin Pietroń,
  • Przemysław Wachniew,
  • Mirosław Zimnoch and
  • Paweł Ćwiąkała

20 April 2024

Unmanned aerial vehicle (UAV) photogrammetry allows the generation of orthophoto and digital surface model (DSM) rasters of terrain. However, DSMs of water bodies mapped using this technique often reveal distortions in the water surface, thereby impe...

  • Article
  • Open Access
4 Citations
3,249 Views
16 Pages

Estimation of Co-Seismic Surface Deformation Induced by 24 September 2019 Mirpur, Pakistan Earthquake along an Active Blind Fault Using Sentinel-1 TOPS Interferometry

  • Muhammad Ali,
  • Gilda Schirinzi,
  • Zeeshan Afzal,
  • Alessandra Budillon,
  • Muhammad Saleem Mughal,
  • Sajid Hussain and
  • Giampaolo Ferraioli

20 April 2024

Surface deformation caused by an earthquake is very important to study for a better understanding of the development of geological structures and seismic hazards in an active tectonic area. In this study, we estimated the surface deformation due to a...

  • Article
  • Open Access
5 Citations
1,922 Views
19 Pages

MRFA-Net: Multi-Scale Receptive Feature Aggregation Network for Cloud and Shadow Detection

  • Jianxiang Wang,
  • Yuanlu Li,
  • Xiaoting Fan,
  • Xin Zhou and
  • Mingxuan Wu

20 April 2024

The effective segmentation of clouds and cloud shadows is crucial for surface feature extraction, climate monitoring, and atmospheric correction, but it remains a critical challenge in remote sensing image processing. Cloud features are intricate, wi...

  • Article
  • Open Access
15 Citations
4,535 Views
24 Pages

Spatiotemporal Analysis of Drought Characteristics and Their Impact on Vegetation and Crop Production in Rwanda

  • Schadrack Niyonsenga,
  • Anwar Eziz,
  • Alishir Kurban,
  • Xiuliang Yuan,
  • Edovia Dufatanye Umwali,
  • Hossein Azadi,
  • Egide Hakorimana,
  • Adeline Umugwaneza,
  • Gift Donu Fidelis and
  • Vincent Nzabarinda
  • + 1 author

20 April 2024

In recent years, Rwanda, especially its Eastern Province, has been contending with water shortages, primarily due to prolonged dry spells and restricted water sources. This situation poses a substantial threat to the country’s agriculture-based...

  • Article
  • Open Access
4 Citations
3,846 Views
23 Pages

19 April 2024

Traditional GIS-based statistical models are intended to extrapolate patterns of settlements and their interactions with the environment. They contribute significantly to our knowledge of past human–land relationships. Yet, these models are oft...

  • Article
  • Open Access
4 Citations
2,013 Views
18 Pages

19 April 2024

To ensure the long-term stable and uninterrupted service of satellite navigation systems, the robustness and reliability of time–frequency systems are crucial. Integrity monitoring is an effective method to enhance the robustness and reliabilit...

  • Article
  • Open Access
8 Citations
2,754 Views
19 Pages

InSAR Digital Elevation Model Void-Filling Method Based on Incorporating Elevation Outlier Detection

  • Zhi Hu,
  • Rong Gui,
  • Jun Hu,
  • Haiqiang Fu,
  • Yibo Yuan,
  • Kun Jiang and
  • Liqun Liu

19 April 2024

Accurate and complete digital elevation models (DEMs) play an important fundamental role in geospatial analysis, supporting various engineering applications, human activities, and scientific research. Interferometric synthetic aperture radar (InSAR)...

  • Article
  • Open Access
11 Citations
2,625 Views
19 Pages

19 April 2024

Climate change is significantly affecting mountain plant communities, causing dynamic alterations in species composition as well as spatial distribution. This raises the need for constant monitoring. The Tatra Mountains are the highest range of the C...

  • Article
  • Open Access
3 Citations
2,509 Views
21 Pages

19 April 2024

Dehazing individual remote sensing (RS) images is an effective approach to enhance the quality of hazy remote sensing imagery. However, current dehazing methods exhibit substantial systemic and computational complexity. Such complexity not only hampe...

  • Article
  • Open Access
3,276 Views
22 Pages

19 April 2024

High-resolution land cover mapping is crucial in various disciplines but is often hindered by the lack of accurately matched labels. Our study introduces an innovative deep learning methodology for effective land cover mapping, independent of matched...

  • Article
  • Open Access
4 Citations
2,203 Views
25 Pages

Properties of Cirrus Cloud Observed over Koror, Palau (7.3°N, 134.5°E), in Tropical Western Pacific Region

  • Xiaoyu Sun,
  • Christoph Ritter,
  • Katrin Müller,
  • Mathias Palm,
  • Denghui Ji,
  • Wilfried Ruhe,
  • Ingo Beninga,
  • Sharon Patris and
  • Justus Notholt

19 April 2024

This study presented an analysis of the geometric and optical properties of cirrus clouds with data produced by Compact Cloud-Aerosol Lidar (ComCAL) over Koror, Palau (7.3°N, 134.5°E), in the Tropical Western Pacific region. The lidar measure...

  • Article
  • Open Access
5 Citations
2,567 Views
16 Pages

Canopy-Level Spectral Variation and Classification of Diverse Crop Species with Fine Spatial Resolution Imaging Spectroscopy

  • Jie Dai,
  • Marcel König,
  • Elahe Jamalinia,
  • Kelly L. Hondula,
  • Nicholas R. Vaughn,
  • Joseph Heckler and
  • Gregory P. Asner

19 April 2024

With the increasing availability and volume of remote sensing data, imaging spectroscopy is an expanding tool for agricultural studies. One of the fundamental applications in agricultural research is crop mapping and classification. Previous studies...

  • Article
  • Open Access
4 Citations
2,187 Views
17 Pages

19 April 2024

In recent years, Global Navigation Satellite System reflectometry (GNSS-R) has been explored as a methodology for inland water body characterization. However, thorough characterization of the sensitivity and behavior of the GNSS-R signal to inland wa...

  • Article
  • Open Access
11 Citations
2,914 Views
23 Pages

18 April 2024

The complexity of terrain features poses a substantial challenge in the effective processing and application of airborne LiDAR data, particularly in regions characterized by steep slopes and diverse objects. In this paper, we propose a novel multisca...

  • Article
  • Open Access
9 Citations
3,814 Views
31 Pages

18 April 2024

Accurate urban land cover information is crucial for effective urban planning and management. While convolutional neural networks (CNNs) demonstrate superior feature learning and prediction capabilities using image-level annotations, the inherent mix...

  • Article
  • Open Access
4 Citations
2,229 Views
17 Pages

18 April 2024

The aerosol–cloud–precipitation correlation has been a significant scientific topic, primarily due to its remarkable uncertainty. However, the possible modulation of aerosol on the precipitation capacity of clouds has received limited att...

  • Article
  • Open Access
8 Citations
2,218 Views
22 Pages

Assessing Greenhouse Gas Monitoring Capabilities Using SolAtmos End-to-End Simulator: Application to the Uvsq-Sat NG Mission

  • Cannelle Clavier,
  • Mustapha Meftah,
  • Alain Sarkissian,
  • Frédéric Romand,
  • Odile Hembise Fanton d’Andon,
  • Antoine Mangin,
  • Slimane Bekki,
  • Pierre-Richard Dahoo,
  • Patrick Galopeau and
  • Philippe Keckhut
  • + 2 authors

18 April 2024

Monitoring atmospheric concentrations of greenhouse gases (GHGs) like carbon dioxide and methane in near real time and with good spatial resolution is crucial for enhancing our understanding of the sources and sinks of these gases. A novel approach c...

  • Article
  • Open Access
4 Citations
3,438 Views
26 Pages

18 April 2024

The internal waves in the South China Sea are highly correlated with the tidal currents in the Luzon Strait, which makes it possible to establish an internal wave prediction model based on internal wave kinematics. However, the kinematic model requir...

  • Article
  • Open Access
11 Citations
7,364 Views
21 Pages

A Real-Time Method for Railway Track Detection and 3D Fitting Based on Camera and LiDAR Fusion Sensing

  • Tiejian Tang,
  • Jinghao Cao,
  • Xiong Yang,
  • Sheng Liu,
  • Dongsheng Zhu,
  • Sidan Du and
  • Yang Li

18 April 2024

Railway track detection, which is crucial for train operational safety, faces numerous challenges such as the curved track, obstacle occlusion, and vibrations during the train’s operation. Most existing methods for railway track detection use a...

  • Article
  • Open Access
4 Citations
2,699 Views
17 Pages

18 April 2024

Wildlife damage to agriculture is serious in Japan; therefore, it is important to understand changes in wildlife population sizes. Although several studies have been conducted to detect wildlife from drone images, behavioral changes (such as wildlife...

  • Article
  • Open Access
2 Citations
2,071 Views
23 Pages

18 April 2024

Straw burning is a significant source of atmospheric pollutants, releasing particulate matter and trace gases. Capturing the characteristics of straw burning and understanding its influencing factors are important prerequisites for regulating straw b...

  • Article
  • Open Access
1 Citations
2,688 Views
17 Pages

Changes in Surface and Terrestrial Waters in the China–Pakistan Economic Corridor Due to Climate Change and Human Activities

  • Jiayu Bao,
  • Yanfeng Wu,
  • Xiaoran Huang,
  • Peng Qi,
  • Ye Yuan,
  • Tao Li,
  • Tao Yu,
  • Ting Wang,
  • Pengfei Zhang and
  • Shuya Yang
  • + 4 authors

18 April 2024

The surface water area (SWA) and terrestrial water storage (TWS) are both essential metrics for assessing regional water resources. However, the combined effects of climate change and human activities on the dynamics of the SWA and TWS have not been...

  • Article
  • Open Access
5 Citations
1,899 Views
22 Pages

Sun/Shade Separation in Optical and Thermal UAV Images for Assessing the Impact of Agricultural Practices

  • Claire Marais-Sicre,
  • Solen Queguiner,
  • Vincent Bustillo,
  • Luka Lesage,
  • Hugues Barcet,
  • Nathalie Pelle,
  • Nicolas Breil and
  • Benoit Coudert

18 April 2024

Unmanned aerial vehicles (UAVs) provide images at decametric spatial resolutions. Their flexibility, efficiency, and low cost make it possible to apply UAV remote sensing to multisensor data acquisition. In this frame, the present study aims at emplo...

  • Article
  • Open Access
3 Citations
3,470 Views
20 Pages

18 April 2024

Precise Point Positioning (PPP), coupled with the ambiguity resolution (AR) method, has demonstrated substantial potential in fields like agricultural navigation and airborne mapping. However, there remains a notable deficiency in the comprehensive c...

  • Article
  • Open Access
2 Citations
2,820 Views
21 Pages

18 April 2024

Degradation of black soil areas is a serious threat to national food security and ecological safety; nevertheless, the current lack of information on the location, size, and condition of black soil farmland productivity is a major obstacle to the dev...

  • Article
  • Open Access
8 Citations
3,685 Views
21 Pages

18 April 2024

Sugarcane breeding for drought tolerance is a sustainable strategy to cope with drought. In addition to biotechnology, high-throughput phenotyping has become an emerging tool for plant breeders. The objectives of the present study were to (1) identif...

  • Article
  • Open Access
1 Citations
2,270 Views
19 Pages

Calculation Model of Radar Terrain Masking Based on Tensor Grid Dilation Operator

  • Kaiyu Nie,
  • Shengliang Fang,
  • Hao Liu,
  • Xiaofeng Wei,
  • Yamin Zhang,
  • Jianpeng Yang,
  • Qinglei Kong and
  • Bo Chen

18 April 2024

In recent years, the three-dimensional (3D) radar detection range has played an essential role in the layout of devices such as aircraft and drones. To compensate for the shortcomings of three-dimensional calculations for radar terrain masking, a new...

  • Article
  • Open Access
5 Citations
3,452 Views
21 Pages

18 April 2024

In the realm of short-range radar applications, the focus on detecting “low, slow, and small” (LSS) targets has escalated, marking a pivotal aspect of critical area defense. This study pioneers the use of one-dimensional convolutional neu...

  • Article
  • Open Access
5 Citations
1,680 Views
19 Pages

18 April 2024

Pseudo-satellite technology has excellent compatibility with the BDS satellite navigation system in terms of signal systems. It can serve as a stable and reliable positioning signal source in signal-blocking environments. User terminals can achieve c...

  • Article
  • Open Access
9 Citations
4,194 Views
25 Pages

Assessing Satellite-Derived OpenET Platform Evapotranspiration of Mature Pecan Orchard in the Mesilla Valley, New Mexico

  • Zada M. Tawalbeh,
  • A. Salim Bawazir,
  • Alexander Fernald,
  • Robert Sabie and
  • Richard J. Heerema

17 April 2024

Pecan is a major crop in the Mesilla Valley, New Mexico. Due to prolonged droughts, growers face challenges related to water shortages. Therefore, irrigation management is crucial for farmers. Advancements in satellite-derived evapotranspiration (ET)...

  • Article
  • Open Access
10 Citations
4,780 Views
19 Pages

17 April 2024

Aerosol Optical Depth (AOD) is one of the most important optical properties of aerosols that may affect the energy budgets of our Earth–atmosphere system significantly. Currently, while regional and even global AOD knowledge has been given by v...

  • Article
  • Open Access
8 Citations
2,306 Views
24 Pages

17 April 2024

Although graph convolutional networks have found application in polarimetric synthetic aperture radar (PolSAR) image classification tasks, the available approaches cannot operate on multiple graphs, which hinders their potential to generalize effecti...

  • Article
  • Open Access
3 Citations
1,777 Views
18 Pages

17 April 2024

The Qinghai–Tibet Plateau is a sensitive area to climate change, and snow cover has an important impact. Due to the high altitude and complex terrain, station observations of snow cover on the plateau are sparse but objective, while satellite d...

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Remote Sens. - ISSN 2072-4292