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Remote Sensing, Volume 15, Issue 5

2023 March-1 - 303 articles

Cover Story: The Echus-Kasei region on Mars has been exposed to different episodic volcanic, fluvial, and glacial events in the Amazonian epoch. This work uses remote sensing tools to investigate the Echus-Kasei region and map well-preserved subterranean layers beneath a lava fan that formed about 59 ± 4 Ma over the Echus Chasma region. Analysing observations from the SHAllow RADar (SHARAD) instrument aboard the Mars Reconnaissance Orbiter (MRO), we discovered the presence of subterranean reflectors at a depth of 30 to 79 m, a long chain of pits formed by the collapse of a lava tube and lava vents. These potentially enclosed environments may be suitable for life and the future human exploration of Mars, as they offer shelter from radiation and thermal extremes and may provide access to preserved water reservoirs. View this paper
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Articles (303)

  • Article
  • Open Access
3 Citations
3,777 Views
20 Pages

Tropical Dry Forest Dynamics Explained by Topographic and Anthropogenic Factors: A Case Study in Mexico

  • Yan Gao,
  • Jonathan V. Solórzano,
  • Ronald C. Estoque and
  • Shiro Tsuyuzaki

6 March 2023

Tropical dry forest is one of the most threatened ecosystems, and it is disappearing at an alarming rate. Shifting cultivation is commonly cited as a driver of tropical dry forest loss, although it helps to maintain the forest coverage but with less...

  • Article
  • Open Access
5 Citations
3,085 Views
19 Pages

6 March 2023

Understory vegetation plays an important ecological role in maintaining the diversity of the ecosystem, the stability of ecosystem services, and the accumulation of nutrient elements, as an important part of a forest ecosystem. In this study, a new m...

  • Article
  • Open Access
3 Citations
2,862 Views
31 Pages

6 March 2023

The image intensity of high-resolution synthetic aperture radar (SAR) is closely related to the facet scattering distribution. In this paper, the effects of wind wave spectra, non-Gaussianity of the sea surface, and swell on the distribution of the f...

  • Technical Note
  • Open Access
11 Citations
3,173 Views
16 Pages

Analysis of Seismic Impact on Hailuogou Glacier after the 2022 Luding Ms 6.8 Earthquake, China, Using SAR Offset Tracking Technology

  • Weile Li,
  • Junyi Chen,
  • Huiyan Lu,
  • Congwei Yu,
  • Yunfeng Shan,
  • Zhigang Li,
  • Xiujun Dong and
  • Qiang Xu

6 March 2023

An Ms 6.8 earthquake struck Luding County, Ganzi Prefecture, Sichuan Province on 5 September 2022, with the epicenter about 10 km away from Hailuogou Glacier. How Hailuogou Glacier was affected by the earthquake was of major concern to society. Senti...

  • Article
  • Open Access
3 Citations
5,035 Views
16 Pages

Spatial and Temporal Evolution Characteristics of the Salween River Delta from 1973 to 2021

  • Aoyang He,
  • Jiangcheng Huang,
  • Zhengbao Sun,
  • Jingyi Zhou and
  • Cheng Yang

6 March 2023

We obtained sixteen clear-sky remote sensing images of Landsat series data from 1973 to 2021 and extracted continental and island coastlines of the Salween River Delta based on the Modified Normalized Difference Water Index (MNDWI) and visual interpr...

  • Editorial
  • Open Access
1 Citations
1,958 Views
4 Pages

Editorial for Special Issue: “Remote Sensing of Hydrological Processes: Modelling and Applications”

  • Sandra G. García-Galiano,
  • Fulgencio Cánovas-García and
  • Juan Diego Giraldo-Osorio

6 March 2023

Improvements in satellite remote sensing techniques have allowed the development of several platforms that are able to capture multitemporal data with a wide range of spatial and temporal resolutions [...]

  • Article
  • Open Access
15 Citations
3,335 Views
21 Pages

Evaluating Characteristics of an Active Coastal Spreading Area Combining Geophysical Data with Satellite, Aerial, and Unmanned Aerial Vehicles Images

  • Emanuele Colica,
  • Luciano Galone,
  • Sebastiano D’Amico,
  • Adam Gauci,
  • Roberto Iannucci,
  • Salvatore Martino,
  • Davide Pistillo,
  • Peter Iregbeyen and
  • Gianluca Valentino

6 March 2023

The northern region of the Maltese archipelago is experiencing lateral spreading landslide processes. This region is characterized by cliffs with a hard coralline limestone outcropping layer sitting on a thick layer of clay. Such a geological configu...

  • Article
  • Open Access
17 Citations
3,600 Views
18 Pages

Local Convergence Index-Based Infrared Small Target Detection against Complex Scenes

  • Siying Cao,
  • Jiakun Deng,
  • Junhai Luo,
  • Zhi Li,
  • Junsong Hu and
  • Zhenming Peng

6 March 2023

Infrared small target detection (ISTD) plays a crucial role in precision guidance, anti-missile interception, and military early-warning systems. Existing approaches suffer from high false alarm rates and low detection rates when detecting dim and sm...

  • Article
  • Open Access
88 Citations
43,556 Views
17 Pages

Individual Tree-Crown Detection and Species Identification in Heterogeneous Forests Using Aerial RGB Imagery and Deep Learning

  • Mirela Beloiu,
  • Lucca Heinzmann,
  • Nataliia Rehush,
  • Arthur Gessler and
  • Verena C. Griess

6 March 2023

Automatic identification and mapping of tree species is an essential task in forestry and conservation. However, applications that can geolocate individual trees and identify their species in heterogeneous forests on a large scale are lacking. Here,...

  • Review
  • Open Access
31 Citations
8,793 Views
22 Pages

5 March 2023

As the Global Navigation Satellite System (GNSS) is widely used in all walks of life, the signal structure of satellite navigation is open, and the vulnerability to spoofing attacks is also becoming increasingly prominent, which will seriously affect...

  • Article
  • Open Access
14 Citations
4,229 Views
19 Pages

Mapping Maize Tillage Practices over the Songnen Plain in Northeast China Using GEE Cloud Platform

  • Jian Li,
  • Weilin Yu,
  • Jia Du,
  • Kaishan Song,
  • Xiaoyun Xiang,
  • Hua Liu,
  • Yiwei Zhang,
  • Weijian Zhang,
  • Zhi Zheng and
  • Yue Sun
  • + 1 author

5 March 2023

As the population grows, the development of conservation tillage offers a means of promoting the sustainability of agricultural engineering. Remote sensing images with high spatial and temporal resolutions enable the accurate monitoring of conservati...

  • Article
  • Open Access
21 Citations
6,246 Views
24 Pages

A Principal Component Analysis Methodology of Oil Spill Detection and Monitoring Using Satellite Remote Sensing Sensors

  • Niyazi Arslan,
  • Meysam Majidi Nezhad,
  • Azim Heydari,
  • Davide Astiaso Garcia and
  • Georgios Sylaios

5 March 2023

Monitoring, assessing, and measuring oil spills is essential in protecting the marine environment and in efforts to clean oil spills. One of the most recent oil spills happened near Port Fourchon, Louisiana, caused by Hurricane Ida (Category 4), that...

  • Article
  • Open Access
8 Citations
2,971 Views
19 Pages

5 March 2023

The new-generation FengYun geostationary meteorological satellite has a high spatial and temporal resolution, which is advantageous in environmental assessments and air pollution monitoring. This study researched the ground-level particulate matter c...

  • Article
  • Open Access
7 Citations
3,245 Views
21 Pages

Bridge Deformation Analysis Using Time-Differenced Carrier-Phase Technique

  • María Jesús Jiménez-Martínez,
  • Nieves Quesada-Olmo,
  • José Julio Zancajo-Jimeno and
  • Teresa Mostaza-Pérez

5 March 2023

Historically, monitoring possible deformations in suspension bridges has been a crucial issue for structural engineers. Therefore, to understand and calibrate models of the “load-structure-response”, it is essential to implement suspensio...

  • Technical Note
  • Open Access
20 Citations
4,249 Views
13 Pages

Machine Learning in the Classification of Soybean Genotypes for Primary Macronutrients’ Content Using UAV–Multispectral Sensor

  • Dthenifer Cordeiro Santana,
  • Marcelo Carvalho Minhoto Teixeira Filho,
  • Marcelo Rinaldi da Silva,
  • Paulo Henrique Menezes das Chagas,
  • João Lucas Gouveia de Oliveira,
  • Fábio Henrique Rojo Baio,
  • Cid Naudi Silva Campos,
  • Larissa Pereira Ribeiro Teodoro,
  • Carlos Antonio da Silva Junior and
  • Luciano Shozo Shiratsuchi
  • + 1 author

5 March 2023

Using spectral data to quantify nitrogen (N), phosphorus (P), and potassium (K) contents in soybean plants can help breeding programs develop fertilizer-efficient genotypes. Employing machine learning (ML) techniques to classify these genotypes accor...

  • Article
  • Open Access
7 Citations
3,033 Views
17 Pages

5 March 2023

Against the background of the ongoing atmospheric warming, the glacial lakes that are nourished and expanded in High Mountain Asia pose growing risks of glacial lake outburst floods (GLOFs) hazards and increasing threats to the downstream areas. Effe...

  • Article
  • Open Access
11 Citations
6,896 Views
23 Pages

5 March 2023

A three-microphone acoustic array (OSU1), with microphones that have a flat response from 0.1 to 200 Hz, was deployed for 6 years (2016–2022) at Oklahoma State University (OSU) in Stillwater, Oklahoma, and sampled at 1000 Hz. This study present...

  • Article
  • Open Access
7 Citations
3,358 Views
24 Pages

5 March 2023

Urban settlements located in high-seismicity areas should benefit from comprehensive vulnerability analyses, which are essential for the proper implementation of vulnerability modelling actions. Alas, many developing countries face a shortage of know...

  • Review
  • Open Access
77 Citations
14,220 Views
36 Pages

A Comprehensive Survey on SAR ATR in Deep-Learning Era

  • Jianwei Li,
  • Zhentao Yu,
  • Lu Yu,
  • Pu Cheng,
  • Jie Chen and
  • Cheng Chi

5 March 2023

Due to the advantages of Synthetic Aperture Radar (SAR), the study of Automatic Target Recognition (ATR) has become a hot topic. Deep learning, especially in the case of a Convolutional Neural Network (CNN), works in an end-to-end way and has powerfu...

  • Article
  • Open Access
25 Citations
8,018 Views
17 Pages

5 March 2023

Due to various factors such as urban development, climate change, and tectonic movements, landslides are a common geological phenomenon in the Qinghai–Tibet Plateau region, especially on both sides of a road, where large landslide hazards often...

  • Article
  • Open Access
4 Citations
2,810 Views
23 Pages

4 March 2023

Polarimetric synthetic aperture radar (PolSAR) has unique advantages in building extraction due to its sensitivity to building structures and all-time/all-weather imaging capabilities. However, the structure of buildings is complex, and buildings are...

  • Article
  • Open Access
18 Citations
6,128 Views
19 Pages

Application of a Fusion Model Based on Machine Learning in Visibility Prediction

  • Maochan Zhen,
  • Mingjian Yi,
  • Tao Luo,
  • Feifei Wang,
  • Kaixuan Yang,
  • Xuebin Ma,
  • Shengcheng Cui and
  • Xuebin Li

4 March 2023

To improve the accuracy of atmospheric visibility (V) prediction based on machine learning in different pollution scenarios, a new atmospheric visibility prediction method based on the stacking fusion model (VSFM) is established in this paper. The ne...

  • Article
  • Open Access
17 Citations
11,668 Views
22 Pages

Modeling Historical and Future Forest Fires in South Korea: The FLAM Optimization Approach

  • Hyun-Woo Jo,
  • Andrey Krasovskiy,
  • Mina Hong,
  • Shelby Corning,
  • Whijin Kim,
  • Florian Kraxner and
  • Woo-Kyun Lee

4 March 2023

Climate change-induced heat waves increase the global risk of forest fires, intensifying biomass burning and accelerating climate change in a vicious cycle. This presents a challenge to the response system in heavily forested South Korea, increasing...

  • Article
  • Open Access
10 Citations
4,378 Views
25 Pages

Irrigation Timing Retrieval at the Plot Scale Using Surface Soil Moisture Derived from Sentinel Time Series in Europe

  • Michel Le Page,
  • Thang Nguyen,
  • Mehrez Zribi,
  • Aaron Boone,
  • Jacopo Dari,
  • Sara Modanesi,
  • Luca Zappa,
  • Nadia Ouaadi and
  • Lionel Jarlan

4 March 2023

The difficulty of calculating the daily water budget of irrigated fields is often due to the uncertainty surrounding irrigation amounts and timing. The automated detection of irrigation events has the potential to greatly simplify this process, and t...

  • Article
  • Open Access
6 Citations
4,720 Views
20 Pages

How Sensitive Is Thermal Image-Based Orchard Water Status Estimation to Canopy Extraction Quality?

  • Livia Katz,
  • Alon Ben-Gal,
  • M. Iggy Litaor,
  • Amos Naor,
  • Aviva Peeters,
  • Eitan Goldshtein,
  • Guy Lidor,
  • Ohaliav Keisar,
  • Stav Marzuk and
  • Yafit Cohen
  • + 1 author

4 March 2023

Accurate canopy extraction and temperature calculations are crucial to minimizing inaccuracies in thermal image-based estimation of orchard water status. Currently, no quantitative comparison of canopy extraction methods exists in the context of prec...

  • Article
  • Open Access
2,712 Views
18 Pages

Studying the Water Supply System of the Roman Villa of Pisões (Beja, Portugal) Using Ground-Penetrating Radar and Geospatial Methods

  • Rui Jorge Oliveira,
  • Pedro Trapero Fernández,
  • Bento Caldeira,
  • José Fernando Borges and
  • André Carneiro

4 March 2023

The Roman villa of Pisões (Beja, Portugal) was part of the Lusitanian colony of Pax Iulia. This place stands out for the predominance of the water element in several structures of the villa, highlighting the balneum and the large natatio, one...

  • Article
  • Open Access
8 Citations
3,038 Views
22 Pages

Ground Deformation Monitoring over Xinjiang Coal Fire Area by an Adaptive ERA5-Corrected Stacking-InSAR Method

  • Yuxuan Zhang,
  • Yunjia Wang,
  • Wenqi Huo,
  • Feng Zhao,
  • Zhongbo Hu,
  • Teng Wang,
  • Rui Song,
  • Jinglong Liu,
  • Leixin Zhang and
  • Jun Yan
  • + 3 authors

4 March 2023

Underground coal fire is a global geological disaster that causes the loss of resources as well as environmental pollution. Xinjiang, China, is one of the regions suffering from serious underground coal fires. The accurate monitoring of underground c...

  • Article
  • Open Access
88 Citations
6,500 Views
17 Pages

4 March 2023

In the context of sustainable development and dual-carbon construction, to quantify the carbon storage and its spatial-temporal distribution characteristics of Guilin City and predict the carbon storage of Guilin City in 2035 under different future s...

  • Article
  • Open Access
4 Citations
3,361 Views
24 Pages

4 March 2023

For large-scale 3D building reconstruction, there have been several approaches to utilizing multi-view satellite imagery to produce a digital surface model (DSM) for height information and extracting building footprints for contour information. Howev...

  • Article
  • Open Access
15 Citations
4,984 Views
25 Pages

4 March 2023

Nature-based Solutions (NbS) can undoubtedly play a significant role in carbon neutrality strategy. Forests are a major part of the carbon budget in terrestrial ecosystems. The possible response of the carbon balance of southwestern forests to differ...

  • Article
  • Open Access
11 Citations
3,225 Views
19 Pages

4 March 2023

Vegetation communities play a key role in governing the atmospheric-terrestrial fluxes of water, carbon, nutrients, and energy. The expanse and heterogeneity of vegetation in sub-arctic peatland systems makes monitoring change at meaningful spatial r...

  • Article
  • Open Access
3 Citations
2,430 Views
20 Pages

A Slope Structural Plane Extraction Method Based on Geo-AINet Ensemble Learning with UAV Images

  • Rongchun Zhang,
  • Shang Shi,
  • Xuefeng Yi,
  • Lanfa Liu,
  • Chenyang Zhang,
  • Meiru Jing and
  • Junhui Li

4 March 2023

In the construction of large-scale water conservancy and hydropower transportation projects, the rock mass structural information is often used to evaluate and analyze various engineering geological problems such as high and steep slope stability, da...

  • Article
  • Open Access
12 Citations
3,927 Views
21 Pages

An Adaptive Adversarial Patch-Generating Algorithm for Defending against the Intelligent Low, Slow, and Small Target

  • Erkenbieke Jia,
  • Yuelei Xu,
  • Zhaoxiang Zhang,
  • Fan Zhang,
  • Weijia Feng,
  • Liheng Dong,
  • Tian Hui and
  • Chengyang Tao

3 March 2023

The “low, slow, and small” target (LSST) poses a significant threat to the military ground unit. It is hard to defend against due to its invisibility to numerous detecting devices. With the onboard deep learning-based object detection methods, the in...

  • Article
  • Open Access
10 Citations
3,375 Views
25 Pages

Scale-Invariant Multi-Level Context Aggregation Network for Weakly Supervised Building Extraction

  • Jicheng Wang,
  • Xin Yan,
  • Li Shen,
  • Tian Lan,
  • Xunqiang Gong and
  • Zhilin Li

3 March 2023

Weakly supervised semantic segmentation (WSSS) methods, utilizing only image-level annotations, are gaining popularity for automated building extraction due to their advantages in eliminating the need for costly and time-consuming pixel-level labelin...

  • Article
  • Open Access
18 Citations
3,550 Views
12 Pages

3 March 2023

Effects of landscape patterns or topographic features on the river water environment have been broadly studied to control non-point source (NPS) pollution and to cut off potential pathways for pollutants to affect human health. However, spatio-tempor...

  • Article
  • Open Access
11 Citations
2,998 Views
27 Pages

3 March 2023

Urban impervious surface area is a key indicator for measuring the degree of urban development and the quality of an urban ecological environment. However, optical satellites struggle to effectively play a monitoring role in the tropical and subtropi...

  • Article
  • Open Access
14 Citations
3,981 Views
26 Pages

Urban Built Environment Assessment Based on Scene Understanding of High-Resolution Remote Sensing Imagery

  • Jie Chen,
  • Xinyi Dai,
  • Ya Guo,
  • Jingru Zhu,
  • Xiaoming Mei,
  • Min Deng and
  • Geng Sun

3 March 2023

A high-quality built environment is important for human health and well-being. Assessing the quality of the urban built environment can provide planners and managers with decision-making for urban renewal to improve resident satisfaction. Many studie...

  • Article
  • Open Access
4 Citations
3,948 Views
20 Pages

Rotation Invariant Graph Neural Network for 3D Point Clouds

  • Alexandru Pop,
  • Victor Domșa and
  • Levente Tamas

3 March 2023

In this paper we propose a novel rotation normalization technique for point cloud processing using an oriented bounding box. We use this method to create a point cloud annotation tool for part segmentation on real camera data. Custom data sets are us...

  • Communication
  • Open Access
20 Citations
4,867 Views
13 Pages

3 March 2023

The rapid acquisition of high-resolution spatial distribution of soil organic matter (SOM) at the field scale is essential for precision agriculture. The UAV imaging hyperspectral technology, with its high spatial resolution and timeliness, can fill...

  • Technical Note
  • Open Access
8 Citations
2,820 Views
14 Pages

A New Method of Electron Density Retrieval from MetOp-A’s Truncated Radio Occultation Measurements

  • M. Mainul Hoque,
  • Liangliang Yuan,
  • Fabricio S. Prol,
  • Manuel Hernández-Pajares,
  • Riccardo Notarpietro,
  • Norbert Jakowski,
  • German Olivares Pulido,
  • Axel Von Engeln and
  • Christian Marquardt

3 March 2023

The radio occultation (RO) measurements of the Global Navigation Satellite System’s (GNSS’s) signals onboard a Low Earth Orbiting (LEO) satellite enable the computation of the vertical electron density profile from the LEO satellite&rsquo...

  • Article
  • Open Access
3 Citations
4,037 Views
22 Pages

3 March 2023

The cultivation of Chinese cabbage is a crucial source of daily vegetable supply for both human consumption and livestock feed, particularly in East Asian countries. However, changes in global climate and land usage have resulted in significant shift...

  • Technical Note
  • Open Access
11 Citations
3,505 Views
15 Pages

Unmanned Aerial Vehicle (UAV) for Detection and Prediction of Damage Caused by Potato Cyst Nematode G. pallida on Selected Potato Cultivars

  • Keiji Jindo,
  • Misghina Goitom Teklu,
  • Koen van Boheeman,
  • Njane Stephen Njehia,
  • Takashi Narabu,
  • Corne Kempenaar,
  • Leendert P. G. Molendijk,
  • Egbert Schepel and
  • Thomas H. Been

3 March 2023

High population densities of the potato cyst nematodes (PCN) Globodera pallida and G. rostochiensis cause substantial yield losses to potato production (Solanum tuberosum) due to the delay caused to tuber formation by the retardation of plant growth....

  • Article
  • Open Access
42 Citations
4,802 Views
20 Pages

3 March 2023

The performance of a semantic segmentation model for remote sensing (RS) images pre-trained on an annotated dataset greatly decreases when testing on another unannotated dataset because of the domain gap. Adversarial generative methods, e.g., DualGAN...

  • Article
  • Open Access
10 Citations
3,214 Views
24 Pages

Spatial Diffusion Waves of Human Activities: Evidence from Harmonized Nighttime Light Data during 1992–2018 in 234 Cities of China

  • Jianxin Yang,
  • Man Yuan,
  • Shengbing Yang,
  • Danxia Zhang,
  • Yingge Wang,
  • Daiyi Song,
  • Yunze Dai,
  • Yan Gao and
  • Jian Gong

3 March 2023

This study investigates whether the intensity of human activities conducted by urban populations and carried by urban land follows a wave-shaped diffusion rule using a harmonized DMSP-like NTL dataset during 1992–2018 in 234 cities of China. Th...

  • Review
  • Open Access
13 Citations
6,542 Views
30 Pages

A Bibliometric and Visualized Analysis of Remote Sensing Methods for Glacier Mass Balance Research

  • Aijie Yu,
  • Hongling Shi,
  • Yifan Wang,
  • Jin Yang,
  • Chunchun Gao and
  • Yang Lu

3 March 2023

In recent decades, climate change has led to global warming, glacier melting, glacial lake outbursts, sea level rising, and more extreme weather, and has seriously affected human life. Remote sensing technology has advanced quickly, and it offers eff...

  • Article
  • Open Access
5 Citations
2,652 Views
20 Pages

Quantification of Pollutants in Mining Ponds Using a Combination of LiDAR and Geochemical Methods—Mining District of Hiendelaencina, Guadalajara (Spain)

  • Tomás Martín-Crespo,
  • David Gomez-Ortiz,
  • Vladyslava Pryimak,
  • Silvia Martín-Velázquez,
  • Inmaculada Rodríguez-Santalla,
  • Nikoletta Ropero-Szymañska and
  • Cristina de Ignacio-San José

3 March 2023

More than twenty years after the last mining operations were completed in the Hiendelaencina Mining District, it is necessary to carry out a geochemical characterisation of the tailings stored in two contiguous mine ponds. Both have significant amoun...

  • Article
  • Open Access
12 Citations
4,196 Views
26 Pages

3 March 2023

Despite the remarkable progress made in recent years, until today, the automatic detection of changes in synthetic aperture radar (SAR) images remains a difficult task due to speckle noise. This inherent multiplicative noise tends to increase false a...

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Remote Sens. - ISSN 2072-4292