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Remote Sensing, Volume 15, Issue 24

2023 December-2 - 164 articles

Cover Story: This study introduces a groundbreaking method for environmental monitoring in polar regions, transcending the limitations of traditional approaches under extreme conditions. By utilising unmanned aerial vehicles (UAVs), combined hyperspectral and multispectral imaging (HSI/MSI), and enhanced GNSS with real-time kinematics (RTK), this research presents a robust workflow for precise vegetation mapping. The incorporation of novel spectral indices and the optimization of XGBoost models enable the accurate classification of moss and lichens with a 95% average accuracy. Validated in the challenging terrain of East Antarctica's Windmill Islands, this method represents a substantial leap in remote sensing capabilities, offering a versatile tool for Antarctic vegetation studies and climate change impact assessments across polar environments. View this paper
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Articles (164)

  • Article
  • Open Access
3 Citations
3,045 Views
20 Pages

18 December 2023

The problem of accurate source localization has been an area of focus in high-frequency surface wave radar (HFSWR) applications. However, antenna pattern distortion (APD) decreases the direction-of-arrival (DOA) estimation performance of the multiple...

  • Article
  • Open Access
6 Citations
3,218 Views
29 Pages

A Feasibility Study of Thermal Infrared Imaging for Monitoring Natural Terrain—A Case Study in Hong Kong

  • Lydia Sin-Yau Chiu,
  • Wallace Wai-Lok Lai,
  • Sónia Santos-Assunção,
  • Sahib Singh Sandhu,
  • Janet Fung-Chu Sham,
  • Nelson Fat-Sang Chan,
  • Jeffrey Chun-Fai Wong and
  • Wai-Kin Leung

18 December 2023

The use of infrared thermography (IRT) technique combining other remoting sensing techniques such as photogrammetry and unmanned aerial vehicle (UAV) platforms to perform geotechnical studies has been attempted by several previous researchers and enc...

  • Article
  • Open Access
12 Citations
2,680 Views
23 Pages

Oil Well Detection under Occlusion in Remote Sensing Images Using the Improved YOLOv5 Model

  • Yu Zhang,
  • Lu Bai,
  • Zhibao Wang,
  • Meng Fan,
  • Anna Jurek-Loughrey,
  • Yuqi Zhang,
  • Ying Zhang,
  • Man Zhao and
  • Liangfu Chen

18 December 2023

Oil wells play an important role in the extraction of oil and gas, and their future potential extends beyond oil and gas exploitation to include the development of geothermal resources for sustainable power generation. Identifying and detecting oil w...

  • Article
  • Open Access
8 Citations
2,263 Views
32 Pages

18 December 2023

To take full advantage of rapidly deployable unmanned aerial vehicles (UAVs), it is essential to effectively compose many UAV images into one observation image over a region of interest. In this paper, we propose fast image mosaicking using a triangu...

  • Article
  • Open Access
2 Citations
2,489 Views
20 Pages

Feature Scalar Field Grid-Guided Optical-Flow Image Matching for Multi-View Images of Asteroid

  • Sheng Zhang,
  • Yong Xue,
  • Yubing Tang,
  • Ruishuan Zhu,
  • Xingxing Jiang,
  • Chong Niu and
  • Wenping Yin

18 December 2023

Images captured by deep space probes exhibit large-scale variations, irregular overlap, and remarkable differences in field of view. These issues present considerable challenges for the registration of multi-view asteroid sensor images. To obtain acc...

  • Article
  • Open Access
3 Citations
2,928 Views
17 Pages

A Cross-Domain Change Detection Network Based on Instance Normalization

  • Yabin Song,
  • Jun Xiang,
  • Jiawei Jiang,
  • Enping Yan,
  • Wei Wei and
  • Dengkui Mo

18 December 2023

Change detection is a crucial task in remote sensing that finds broad application in land resource planning, forest resource monitoring, natural disaster monitoring, and evaluation. In this paper, we propose a change detection model for cross-domain...

  • Article
  • Open Access
6 Citations
3,319 Views
25 Pages

18 December 2023

In recent years, convolutional neural networks (CNNs) have gained widespread adoption in remote sensing image processing. Deploying CNN-based algorithms on satellite edge devices can alleviate the strain on data downlinks. However, CNN algorithms pre...

  • Article
  • Open Access
3 Citations
3,442 Views
24 Pages

A Robust Index Based on Phenological Features to Extract Sugarcane from Multisource Remote Sensing Data

  • Yuanyuan Liu,
  • Chao Ren,
  • Jieyu Liang,
  • Ying Zhou,
  • Xiaoqin Xue,
  • Cong Ding and
  • Jiakai Lu

18 December 2023

Sugarcane is a major crop for sugar and biofuel production. Historically, mapping large sugarcane fields meticulously depended heavily on gathering comprehensive and representative training samples. This process was time-consuming and inefficient. Ad...

  • Article
  • Open Access
26 Citations
4,442 Views
19 Pages

Segment Anything Model (SAM) Assisted Remote Sensing Supervision for Mariculture—Using Liaoning Province, China as an Example

  • Yougui Ren,
  • Xiaomei Yang,
  • Zhihua Wang,
  • Ge Yu,
  • Yueming Liu,
  • Xiaoliang Liu,
  • Dan Meng,
  • Qingyang Zhang and
  • Guo Yu

18 December 2023

Obtaining spatial distribution information on mariculture in a low-cost, fast, and efficient manner is crucial for the sustainable development and regulatory planning of coastal zones and mariculture industries. This study, based on the Segment Anyth...

  • Article
  • Open Access
17 Citations
2,507 Views
20 Pages

18 December 2023

The advent of deep learning has significantly propelled the utilization of neural networks for Synthetic Aperture Radar (SAR) ship detection in recent years. However, there are two main obstacles in SAR detection. Challenge 1: The multiscale nature o...

  • Article
  • Open Access
4 Citations
2,840 Views
26 Pages

18 December 2023

Historically, the Texas Gulf Coast has been affected by many tropical storms and hurricanes. The most recent severe impact was caused by Hurricane Harvey, which made landfall in August 2017 on the central Texas coast. We evaluated the impact of Hurri...

  • Article
  • Open Access
22 Citations
3,382 Views
24 Pages

Future Land Use and Flood Risk Assessment in the Guanzhong Plain, China: Scenario Analysis and the Impact of Climate Change

  • Pingping Luo,
  • Xiaohui Wang,
  • Lei Zhang,
  • Mohd Remy Rozainy Mohd Arif Zainol,
  • Weili Duan,
  • Maochuan Hu,
  • Bin Guo,
  • Yuzhu Zhang,
  • Yihe Wang and
  • Daniel Nover

18 December 2023

Continuously global warming and landscape change have aggravated the damage of flood disasters to ecological safety and sustainable development. If the risk of flood disasters under climate and land-use changes can be predicted and evaluated, it will...

  • Article
  • Open Access
4 Citations
2,830 Views
24 Pages

18 December 2023

In March 1966, Ms 6.8 and 7.2 earthquakes occurred in Xingtai, North China, resulting in widespread soil liquefaction that caused severe infrastructure damage and economic losses. Using Keyhole satellite imagery combined with aerial images and fieldw...

  • Technical Note
  • Open Access
9 Citations
3,210 Views
25 Pages

Usage of Airborne LiDAR Data and High-Resolution Remote Sensing Images in Implementing the Smart City Concept

  • Anna Uciechowska-Grakowicz,
  • Oscar Herrera-Granados,
  • Stanisław Biernat and
  • Joanna Bac-Bronowicz

18 December 2023

The cities of the future should not only be smart, but also smart green, for the well-being of their inhabitants, the biodiversity of their ecosystems and for greater resilience to climate change. In a smart green city, the location of urban green sp...

  • Technical Note
  • Open Access
1,630 Views
26 Pages

18 December 2023

Enhancing the spatial resolution of real-aperture microwave radiometers is an essential research topic. The accuracy of the numerical values of brightness temperatures (BTs) observed using microwave radiometers directly affects the precision of the r...

  • Article
  • Open Access
10 Citations
5,733 Views
20 Pages

Hydrological Response Assessment of Land Cover Change in a Peruvian Amazonian Basin Impacted by Deforestation Using the SWAT Model

  • Karla Paiva,
  • Pedro Rau,
  • Cristian Montesinos,
  • Waldo Lavado-Casimiro,
  • Luc Bourrel and
  • Frédéric Frappart

18 December 2023

The watershed hydrologic conditions in the Madre de Dios (MDD) Basin in the Peruvian Amazon have been irreversibly impacted by deforestation and changes in land cover. These changes have also had detrimental effects on the geomorphology, water qualit...

  • Article
  • Open Access
3 Citations
1,635 Views
20 Pages

Multi-Source T-S Target Recognition via an Intuitionistic Fuzzy Method

  • Chuyun Zhang,
  • Weixin Xie,
  • Yanshan Li and
  • Zongxiang Liu

18 December 2023

To realize aerial target recognition in a complex environment, we propose a multi-source Takagi–Sugeno (T-S) intuitionistic fuzzy rules method (MTS-IFRM). In the proposed method, to improve the robustness of the training process of the model, t...

  • Article
  • Open Access
8 Citations
2,502 Views
17 Pages

All-Weather Monitoring of Ulva prolifera in the Yellow Sea Based on Sentinel-1, Sentinel-3, and NPP Satellite Data

  • Chuan Li,
  • Xiangyu Zhu,
  • Xuwen Li,
  • Sheng Jiang,
  • Hao Shi,
  • Yue Zhang,
  • Bing Chen,
  • Zhiwei Ge and
  • Lingfeng Mao

18 December 2023

Ulva prolifera (U. prolifera), a global eco-environmental issue, has been recurring annually in the Yellow Sea of China since 2007, leading to significant impacts on the coastal ecosystem and the economies of coastal cities. To enhance the frequency...

  • Article
  • Open Access
12 Citations
3,842 Views
18 Pages

17 December 2023

In soybeans, off-target damage from the use of dicamba and 2,4-D herbicides for broadleaf weed control can significantly impact sensitive vegetation and crops. The early detection and assessment of such damage are critical for plant diagnostic labs a...

  • Article
  • Open Access
14 Citations
3,541 Views
22 Pages

Multi-Sensor Observations Reveal Large-Amplitude Nonlinear Internal Waves in the Kara Gates, Arctic Ocean

  • Igor E. Kozlov,
  • Ilya O. Kopyshov,
  • Dmitry I. Frey,
  • Eugene G. Morozov,
  • Igor P. Medvedev,
  • Arina I. Shiryborova,
  • Ksenya P. Silvestrova,
  • Aleksandr V. Gavrikov,
  • Elizaveta A. Ezhova and
  • Natalia B. Stepanova
  • + 5 authors

17 December 2023

We present multi-sensor measurements from satellites, unmanned aerial vehicle, marine radar, thermal profilers, and repeated conductivity–temperature–depth casts made in the Kara Gates strait connecting the Barents and the Kara Seas durin...

  • Article
  • Open Access
11 Citations
2,723 Views
23 Pages

Estimating the SPAD of Litchi in the Growth Period and Autumn Shoot Period Based on UAV Multi-Spectrum

  • Jiaxing Xie,
  • Jiaxin Wang,
  • Yufeng Chen,
  • Peng Gao,
  • Huili Yin,
  • Shiyun Chen,
  • Daozong Sun,
  • Weixing Wang,
  • Handong Mo and
  • Jun Li
  • + 1 author

17 December 2023

The relative content of chlorophyll, assessed through the soil and plant analyzer development (SPAD), serves as a reliable indicator reflecting crop photosynthesis and the nutritional status during crop growth and development. In this study, we emplo...

  • Article
  • Open Access
11 Citations
3,195 Views
18 Pages

Spatiotemporal Analysis of Soil Moisture Variability and Its Driving Factor

  • Dewei Yin,
  • Xiaoning Song,
  • Xinming Zhu,
  • Han Guo,
  • Yongrong Zhang and
  • Yanan Zhang

17 December 2023

Soil moisture (SM), as a crucial input variable of land surface processes, plays a pivotal role in the global hydrological cycle. The aim of this paper is to examine the spatiotemporal variability in SM in the Heihe River Basin using all-weather land...

  • Article
  • Open Access
27 Citations
7,651 Views
28 Pages

GIS-Based Progress Monitoring of SDGs towards Achieving Saudi Vision 2030

  • Sara Qwaider,
  • Baqer Al-Ramadan,
  • Md Shafiullah,
  • Asif Islam and
  • Muhammed Y. Worku

17 December 2023

The United Nations (UN) Sustainable Development Goals (SDGs) serve as a blueprint for securing a sustainable, healthy, and just future for people and the environment. Through the implementation of various policies and initiatives for Vision 2030, the...

  • Review
  • Open Access
26 Citations
13,656 Views
40 Pages

17 December 2023

In recent decades, the application of GIS and RS in archaeological and cultural heritage (ACH) has witnessed a notable surge both in terms of quantity and scope. During the initial implementation period (2016–2021) of the Digital Belt and Road...

  • Article
  • Open Access
3 Citations
2,384 Views
23 Pages

17 December 2023

For practical maritime SAR image classification tasks with special imaging platforms, scenes to be classified are often different from those in the training sets. The quantity and diversity of the available training data can also be extremely limited...

  • Article
  • Open Access
2 Citations
2,447 Views
19 Pages

17 December 2023

As one of the major water supply systems for inland rivers, especially in arid and semi-arid regions, snow cover strongly affects hydrological cycles. In this study, remote sensing datasets combined with in-situ observation data from a route survey o...

  • Article
  • Open Access
24 Citations
6,961 Views
25 Pages

Digitization of the Built Cultural Heritage: An Integrated Methodology for Preservation and Accessibilization of an Art Nouveau Museum

  • Tudor Caciora,
  • Ahmad Jubran,
  • Dorina Camelia Ilies,
  • Nicolaie Hodor,
  • Lucian Blaga,
  • Alexandru Ilies,
  • Vasile Grama,
  • Bogdan Sebesan,
  • Bahodirhon Safarov and
  • Grigore Vasile Herman
  • + 2 authors

17 December 2023

The emergence of new technologies has dynamized the way in which cultural heritage is documented, preserved, and passed on to new generations; something that determines a paradigm shift in terms of research in this field. Most operations now also hav...

  • Article
  • Open Access
1 Citations
2,711 Views
19 Pages

17 December 2023

In multi-modal images (MMI), the differences in their imaging mechanisms lead to large signal-to-noise ratio differences, which means that the matching of geometric invariance and the matching accuracy of the matching algorithms often cannot be balan...

  • Article
  • Open Access
12 Citations
3,302 Views
28 Pages

17 December 2023

Geomagnetic storms are one of the leading causes of ionospheric irregularities, depending on their intensity. The 6–10 September 2017 geomagnetic storm, the most severe geomagnetic event of the year, resulted from an X9 solar flare and a subseq...

  • Article
  • Open Access
1 Citations
1,997 Views
24 Pages

Associating Anomaly Detection Strategy Based on Kittler’s Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies

  • Giovanna Carreira Marinho,
  • Wilson Estécio Marcílio Júnior,
  • Mauricio Araujo Dias,
  • Danilo Medeiros Eler,
  • Almir Olivette Artero,
  • Wallace Casaca and
  • Rogério Galante Negri

16 December 2023

Anomaly detection based on Kittler’s Taxonomy (ADS-KT) has emerged as a powerful strategy for identifying and categorizing patterns that exhibit unexpected behaviors, being useful for monitoring environmental disasters and mapping their consequ...

  • Article
  • Open Access
2 Citations
2,108 Views
24 Pages

Heterogeneous Ship Data Classification with Spatial–Channel Attention with Bilinear Pooling Network

  • Bole Wilfried Tienin,
  • Guolong Cui,
  • Roldan Mba Esidang,
  • Yannick Abel Talla Nana and
  • Eguer Zacarias Moniz Moreira

16 December 2023

The classification of ship images has become a significant area of research within the remote sensing community due to its potential applications in maritime security, traffic monitoring, and environmental protection. Traditional monitoring methods l...

  • Article
  • Open Access
12 Citations
4,152 Views
19 Pages

16 December 2023

Unmanned aerial vehicles (UAVs) have emerged as a highly efficient means of monitoring landslide-prone regions, given the growing concern for urban safety and the increasing occurrence of landslides. Designing optimal UAV flight routes is crucial for...

  • Article
  • Open Access
3 Citations
2,413 Views
30 Pages

Complex Validation of Weather Research and Forecasting—Chemistry Modelling of Atmospheric CO2 in the Coastal Cities of the Gulf of Finland

  • Georgii Nerobelov,
  • Yuri Timofeyev,
  • Stefani Foka,
  • Sergei Smyshlyaev,
  • Anatoliy Poberovskiy and
  • Margarita Sedeeva

16 December 2023

The increase of the CO2 content in the atmosphere caused by anthropogenic emissions from the territories of large cities (~70%) is the critical factor in determining the accuracy of emission estimations. Advanced experiment-based methods of anthropog...

  • Review
  • Open Access
33 Citations
4,255 Views
26 Pages

GNOS-II on Fengyun-3 Satellite Series: Exploration of Multi-GNSS Reflection Signals for Operational Applications

  • Yueqiang Sun,
  • Feixiong Huang,
  • Junming Xia,
  • Cong Yin,
  • Weihua Bai,
  • Qifei Du,
  • Xianyi Wang,
  • Yuerong Cai,
  • Wei Li and
  • Dongmei Song
  • + 16 authors

16 December 2023

The Global Navigation Satellite System Occultation Sounder II (GNOS-II) payload onboard the Chinese Fengyun-3E (FY-3E) satellite is the world’s first operational spaceborne mission that can utilize reflected signals from multiple navigation sys...

  • Article
  • Open Access
2 Citations
2,264 Views
20 Pages

16 December 2023

Global Navigation Satellite System (GNSS) vertical displacements are widely used to infer terrestrial water storage (TWS) variations. The traditional Laplacian inversion requires dedicated efforts to determine the optimal parameters, which has an imp...

  • Article
  • Open Access
1 Citations
2,001 Views
24 Pages

16 December 2023

In this study, repeat-pass synthetic aperture radar interferometry (repeat-pass THz InSAR) is first extended to the terahertz band, and it has tremendous potential in the application of high-resolution three-dimensional (3D) imaging due to its shorte...

  • Article
  • Open Access
7 Citations
3,287 Views
23 Pages

16 December 2023

In 2017, Bureau of Economic Geology (BEG) researchers at the University of Texas at Austin (UT Austin) conducted an airborne lidar survey campaign, collecting topographic and bathymetric data over Lower Laguna Madre, which is a shallow hypersaline la...

  • Article
  • Open Access
11 Citations
2,947 Views
17 Pages

Combining RadCalNet Sites for Radiometric Cross Calibration of Landsat 9 and Landsat 8 Operational Land Imagers (OLIs)

  • Norvik Voskanian,
  • Kurtis Thome,
  • Brian N. Wenny,
  • Mohammad H. Tahersima and
  • Mehran Yarahmadi

15 December 2023

Combining images from multiple Earth Observing (EO) satellites increases the temporal resolution of the data, overcoming the limitations imposed by low revisit time and cloud coverage. However, this requires an intercalibration process to ensure that...

  • Article
  • Open Access
8 Citations
2,108 Views
25 Pages

15 December 2023

Polarimetric synthetic aperture radar (PolSAR) image classification, a field crucial in remote sensing, faces significant challenges due to the intricate expertise required for accurate annotation, leading to susceptibility to labeling inaccuracies....

  • Article
  • Open Access
6 Citations
2,520 Views
20 Pages

15 December 2023

The spatiotemporal distribution of ecosystem service values (ESVs) and ecological risk are critical indicators to represent the regional ecological protection level and potential of sustainable development, which largely depend on land-use patterns....

  • Article
  • Open Access
10 Citations
2,395 Views
22 Pages

15 December 2023

The coal industry is a crucial component of China’s energy sector. However, the persistent exploitation of coal resources has gravely impacted the ecological environment. While the Remote Sensing Ecology Index (RSEI) is predominantly used for a...

  • Article
  • Open Access
8 Citations
5,974 Views
14 Pages

Posidonia oceanica Cartography and Evolution of the Balearic Sea (Western Mediterranean)

  • Laura del Valle Villalonga,
  • Guillem Xavier Pons and
  • Marcial Bardolet

15 December 2023

The Balearic coastline presents an environmental and biological heterogeneity, which confers great complexity on the marine environment and treasures important biodiversity, both at the level of species and marine communities. The endemic phanerogam...

  • Article
  • Open Access
4 Citations
2,042 Views
18 Pages

15 December 2023

The accurate detection of collapsed buildings is of great significance for post-disaster rescue and reconstruction. High-resolution optical images are important data sources for identifying collapsed buildings, and the identification accuracy mainly...

  • Communication
  • Open Access
8 Citations
1,814 Views
13 Pages

Correlation between the Channel Discharge Current and Spectrum of a Single-Stroke Lightning Flash to Canton Tower

  • Weiqun Xu,
  • Weitao Lyu,
  • Xuejuan Wang,
  • Lyuwen Chen,
  • Bin Wu,
  • Qi Qi,
  • Ying Ma and
  • Leyan Hua

15 December 2023

The intense current of lightning plasma can emit radiation across various parts of the electromagnetic spectrum. Spectral observation is an effective means to understand the radiation characteristics of lightning channels at different wavelengths. In...

  • Article
  • Open Access
1 Citations
1,790 Views
14 Pages

Automatic Identification and Statistical Analysis of Data Steps in Electric Field Measurements from CSES-01 Satellite

  • Jianping Huang,
  • Zongyu Li,
  • Zhong Li,
  • Wenjing Li,
  • Livio Conti,
  • Hengxin Lu,
  • Na Zhou,
  • Ying Han,
  • Haijun Liu and
  • Xuhui Shen
  • + 3 authors

15 December 2023

The spaceborne Electric Field Detector (EFD) is one of the payloads of the China Seismo-Electromagnetic Satellite (CSES-01), which can measure electric field data at near-Earth orbit for investigating fundamental scientific topics such as the dynamic...

  • Article
  • Open Access
4 Citations
2,627 Views
21 Pages

A New Method for Deformation Monitoring of Structures by Precise Point Positioning

  • Ruihui Li,
  • Zijian Zhang,
  • Yu Gao,
  • Junyi Zhang and
  • Haibo Ge

15 December 2023

Although deformations are mostly insignificant, they can be catastrophic when accumulated to certain amounts. Precise point positioning (PPP) can work with one receiver, preventing problems caused by the base station constrain upon employment of curr...

  • Article
  • Open Access
2 Citations
2,153 Views
19 Pages

15 December 2023

With the increasing global focus on renewable energy, distributed rooftop photovoltaics (PVs) are gradually becoming an important form of energy generation. Effective monitoring of rooftop PV information can obtain their spatial distribution and inst...

  • Article
  • Open Access
17 Citations
4,259 Views
27 Pages

A New Remote Sensing Desert Vegetation Detection Index

  • Zhenqi Song,
  • Yuefeng Lu,
  • Ziqi Ding,
  • Dengkuo Sun,
  • Yuanxin Jia and
  • Weiwei Sun

15 December 2023

Land desertification is a key environmental problem in China, especially in Northwest China, where it seriously affects the sustainable development of natural resources. In this paper, we combine high-resolution satellite remote sensing images and UA...

  • Article
  • Open Access
2,378 Views
27 Pages

Minimum Noise Fraction Analysis of TGO/NOMAD LNO Channel High-Resolution Nadir Spectra of Mars

  • Fabrizio Oliva,
  • Emiliano D’Aversa,
  • Giancarlo Bellucci,
  • Filippo Giacomo Carrozzo,
  • Luca Ruiz Lozano,
  • Özgür Karatekin,
  • Frank Daerden,
  • Ian R. Thomas,
  • Bojan Ristic and
  • Giuseppe Sindoni
  • + 3 authors

15 December 2023

NOMAD is a suite of spectrometers on the board of the ESA-Roscosmos Trace Gas Orbiter (TGO) spacecraft and is capable of investigating the Martian environment at very high spectral resolution in the ultraviolet–visible and infrared spectral ran...

  • Article
  • Open Access
2 Citations
2,239 Views
25 Pages

15 December 2023

Monocular depth prediction research is essential for expanding meaning from 2D to 3D. Recent studies have focused on the application of a newly proposed encoder; however, the development within the self-supervised learning framework remains unexplore...

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Remote Sens. - ISSN 2072-4292