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Remote Sensing, Volume 15, Issue 7

2023 April-1 - 237 articles

Cover Story: The Landsat 8 and 9 Underfly Event occurred in November 2021, where L9 flew beneath L8 in the final stages before settling in its final orbiting path. An initial analysis, dubbed “Phase 1”, was performed on the images taken during this event, which resulted in a cross-calibration with uncertainties estimated to be less than 1%. This level of precision was due in part to the near-identical sensors aboard each instrument as well as the underfly event itself, which allowed the sensors to take nearly the exact same image at nearly the exact same time. There were three forms of uncertainty established in Phase 1: geometric, spectral, and angular. This paper covers Phase 2 of the underfly analysis, which made several modifications to the Phase 1 process. The results here were used by USGS EROS to update the L9 calibration at the end of 2022. View this paper
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Articles (237)

  • Technical Note
  • Open Access
15 Citations
3,472 Views
15 Pages

6 April 2023

High-resolution digital elevation models (DEMs) are important for relevant geoscience research and practical applications. Compared with traditional hardware-based methods, super-resolution (SR) reconstruction techniques are currently low-cost and fe...

  • Article
  • Open Access
3 Citations
2,663 Views
26 Pages

GF-1/6 Satellite Pixel-by-Pixel Quality Tagging Algorithm

  • Xin Fan,
  • Hao Chang,
  • Lianzhi Huo and
  • Changmiao Hu

6 April 2023

The Landsat and Sentinel series satellites contain their own quality tagging data products, marking the source image pixel by pixel with several specific semantic categories. These data products generally contain categories such as cloud, cloud shado...

  • Article
  • Open Access
2 Citations
2,615 Views
20 Pages

6 April 2023

With the widespread application of GNSS, the delicate handling of biases among different systems and different frequencies is of critical importance, wherein the inter-frequency clock biases (IFCBs) and observable-specific signal biases (OSBs) should...

  • Article
  • Open Access
13 Citations
4,845 Views
22 Pages

6 April 2023

The Open-Source Digital Elevation Model (DEM) is fundamental data of the geoscientific community. However, the variation of its accuracy with land cover type and topography has not been thoroughly studied. This study evaluates the accuracy of five gl...

  • Article
  • Open Access
23 Citations
3,740 Views
29 Pages

6 April 2023

Long-time-series climate prediction is of great significance for mitigating disasters; promoting ecological civilization; identifying climate change patterns and preventing floods, drought and typhoons. However, the general public often struggles wit...

  • Article
  • Open Access
12 Citations
4,322 Views
26 Pages

6 April 2023

Imaging and measuring the Earth’s relief with sensors mounted upon unmanned aerial vehicles is an increasingly frequently used and promising method of remote sensing. In the context of fluvial geomorphology and its applications, e.g., landform...

  • Article
  • Open Access
22 Citations
3,432 Views
24 Pages

The Respondence of Wave on Sea Surface Temperature in the Context of Global Change

  • Ru Yao,
  • Weizeng Shao,
  • Mengyu Hao,
  • Juncheng Zuo and
  • Song Hu

6 April 2023

Several aspects of global climate change, e.g., the rise of sea level and water temperature anomalies, suggest the advantages of studying wave distributions. In this study, WAVEWATCH-III (WW3) (version 6.07), which is a well-known numerical wave mode...

  • Article
  • Open Access
5 Citations
3,626 Views
22 Pages

6 April 2023

The distribution of the population is an essential aspect of addressing social, economic, and environmental problems. Gridded population data can provide more detailed information than census data, and multisource data from remote sensing and geograp...

  • Article
  • Open Access
18 Citations
7,388 Views
18 Pages

The Development of a Low-Cost Hydrophone for Passive Acoustic Monitoring of Dolphin’s Vocalizations

  • Rocco De Marco,
  • Francesco Di Nardo,
  • Alessandro Lucchetti,
  • Massimo Virgili,
  • Andrea Petetta,
  • Daniel Li Veli,
  • Laura Screpanti,
  • Veronica Bartolucci and
  • David Scaradozzi

6 April 2023

Passive acoustics are widely used to monitor the presence of dolphins in the marine environment. This study aims to introduce a low-cost and homemade approach for assembling a complete underwater microphone (i.e., the hydrophone), employing cheap and...

  • Article
  • Open Access
4 Citations
3,601 Views
16 Pages

6 April 2023

Late spring and summer snow cover, the remnants of winter and early spring snowfall, not only possess an intrinsic importance for montane flora and fauna, but also act as a sensitive indicator for climate change. The variability and potential trends...

  • Article
  • Open Access
14 Citations
4,658 Views
16 Pages

6 April 2023

Semi-natural grasslands (SNGs) are an essential part of European cultural landscapes. They are an important habitat for many animal and plant species and offer a variety of ecological functions. Diverse plant communities have evolved over time depend...

  • Communication
  • Open Access
4 Citations
2,708 Views
12 Pages

Design of Extensible Structured Interferometric Array Utilizing the “Coarray” Concept

  • Qiang Wang,
  • Cong Xue,
  • Shurui Zhang,
  • Renli Zhang and
  • Weixing Sheng

5 April 2023

The optimum placement of receiving telescope antennas is a central topic for designing radio interferometric arrays, and this determines the performance of the obtained information. A variety of arrays are designed for different purposes, and they pe...

  • Article
  • Open Access
10 Citations
3,326 Views
23 Pages

Terrestrial Laser Scanning for Non-Destructive Estimation of Aboveground Biomass in Short-Rotation Poplar Coppices

  • María Menéndez-Miguélez,
  • Guillermo Madrigal,
  • Hortensia Sixto,
  • Nerea Oliveira and
  • Rafael Calama

5 April 2023

Poplar plantations in high-density and short-rotation coppices (SRC) are a suitable way for the fast production of wood that can be transformed into bioproducts or bioenergy. Optimal management of these coppices requires accurate assessment of the to...

  • Article
  • Open Access
16 Citations
7,804 Views
18 Pages

5 April 2023

Establishing an effective real-time monitoring and early warning system for glacier lake outburst floods (GLOFs) requires a full understanding of their occurrence mechanism. However, the harsh conditions and hard-to-reach locations of these glacial l...

  • Article
  • Open Access
6 Citations
2,962 Views
18 Pages

On Surface Waves Generated by Extra-Tropical Cyclones—Part I: Multi-Satellite Measurements

  • Vahid Cheshm Siyahi,
  • Vladimir Kudryavtsev,
  • Maria Yurovskaya,
  • Fabrice Collard and
  • Bertrand Chapron

5 April 2023

Surface waves generated by Extra-Tropical Cyclones (ETCs) can significantly affect shipping, fishing, offshore oil and gas production, and other marine activities. This paper presents the results of a satellite data-based investigation of wind waves...

  • Review
  • Open Access
35 Citations
16,881 Views
32 Pages

A Comprehensive Review of Geospatial Technology Applications in Earthquake Preparedness, Emergency Management, and Damage Assessment

  • Mahyat Shafapourtehrany,
  • Maryna Batur,
  • Farzin Shabani,
  • Biswajeet Pradhan,
  • Bahareh Kalantar and
  • Haluk Özener

5 April 2023

The level of destruction caused by an earthquake depends on a variety of factors, such as magnitude, duration, intensity, time of occurrence, and underlying geological features, which may be mitigated and reduced by the level of preparedness of risk...

  • Review
  • Open Access
171 Citations
25,751 Views
35 Pages

Overview of the Application of Remote Sensing in Effective Monitoring of Water Quality Parameters

  • Godson Ebenezer Adjovu,
  • Haroon Stephen,
  • David James and
  • Sajjad Ahmad

4 April 2023

This study provides an overview of the techniques, shortcomings, and strengths of remote sensing (RS) applications in the effective retrieval and monitoring of water quality parameters (WQPs) such as chlorophyll-a concentration, turbidity, total susp...

  • Article
  • Open Access
5 Citations
3,935 Views
27 Pages

4 April 2023

Under complex illumination conditions, the spectral data distributions of a given material appear inconsistent in the hyperspectral images of the space target, making it difficult to achieve accurate material identification using only spectral featur...

  • Article
  • Open Access
17 Citations
8,232 Views
30 Pages

Insights into the Magmatic Feeding System of the 2021 Eruption at Cumbre Vieja (La Palma, Canary Islands) Inferred from Gravity Data Modeling

  • Fuensanta G. Montesinos,
  • Sergio Sainz-Maza,
  • David Gómez-Ortiz,
  • José Arnoso,
  • Isabel Blanco-Montenegro,
  • Maite Benavent,
  • Emilio Vélez,
  • Nieves Sánchez and
  • Tomás Martín-Crespo

4 April 2023

This study used spatiotemporal land gravity data to investigate the 2021 eruption that occurred in the Cumbre Vieja volcano (La Palma, Canary Islands). First, we produced a density model by inverting the local gravity field using data collected in Ju...

  • Article
  • Open Access
7 Citations
2,958 Views
17 Pages

Dynamics of Forest Vegetation in an Urban Agglomeration Based on Landsat Remote Sensing Data for the Period 1990–2022: A Case Study

  • Elena Petrovna Yankovich,
  • Ksenia Stanislavovna Yankovich and
  • Nikolay Viktorovich Baranovskiy

4 April 2023

In recent years, the vegetation cover in urban agglomerations has been changing very rapidly due to technogenic influence. Satellite images play a huge role in studying the dynamics of forest vegetation. Special programs are used to process satellite...

  • Communication
  • Open Access
3 Citations
2,104 Views
13 Pages

Inversion of Wind and Temperature from Low SNR FPI Interferograms

  • Yafei Wei,
  • Sheng-Yang Gu,
  • Zhenlin Yang,
  • Cong Huang,
  • Na Li,
  • Guoyuan Hu and
  • Xiankang Dou

4 April 2023

The temperature and wind in the middle and upper atmosphere can be obtained by recording the Doppler shift and broadening of the airglow emission, which is reflected by the interference ring from a ground-based Fabry–Perot interferometer (FPI)...

  • Communication
  • Open Access
5 Citations
2,249 Views
11 Pages

A New Algorithm for Ill-Posed Problem of GNSS-Based Ionospheric Tomography

  • Debao Wen,
  • Kangyou Xie,
  • Yinghao Tang,
  • Dengkui Mei,
  • Xi Chen and
  • Hanqing Chen

4 April 2023

Ill-posedness of GNSS-based ionospheric tomography affects the stability and the accuracy of the inversion results. Truncated singular value decomposition (TSVD) is a common algorithm of ionospheric tomography reconstruction. However, the TSVD method...

  • Article
  • Open Access
19 Citations
3,175 Views
18 Pages

Data Comparison and Cross-Calibration between Level 1 Products of DPC and POSP Onboard the Chinese GaoFen-5(02) Satellite

  • Xuefeng Lei,
  • Zhenhai Liu,
  • Fei Tao,
  • Hao Dong,
  • Weizhen Hou,
  • Guangfeng Xiang,
  • Lili Qie,
  • Binghuan Meng,
  • Congfei Li and
  • Jin Hong
  • + 5 authors

4 April 2023

The Polarization CrossFire (PCF) suite onboard the Chinese GaoFen-5(02) satellite has been sophisticatedly composed by the Particulate Observing Scanning Polarimeter (POSP) and the Directional Polarimetric Camera (DPC). Among them, DPC is a multi-ang...

  • Article
  • Open Access
13 Citations
7,138 Views
25 Pages

4 April 2023

Advances in deep learning techniques for remote sensing as well as the increased availability of high-resolution data enable the extraction of more detailed information from aerial images. One promising task is the semantic segmentation of roof segme...

  • Technical Note
  • Open Access
6 Citations
4,690 Views
19 Pages

Radiometric Terrain Flattening of Geocoded Stacks of SAR Imagery

  • Piyush S. Agram,
  • Michael S. Warren,
  • Scott A. Arko and
  • Matthew T. Calef

4 April 2023

We have described an efficient approach to radiometrically flatten geocoded stacks of calibrated synthetic aperture radar (SAR) data for terrain-related effects. We have used simulation to demonstrate that, for the Sentinel-1 mission, one static radi...

  • Article
  • Open Access
23 Citations
8,407 Views
17 Pages

Recovery of Water Quality and Detection of Algal Blooms in Lake Villarrica through Landsat Satellite Images and Monitoring Data

  • Lien Rodríguez-López,
  • Iongel Duran-Llacer,
  • Lisandra Bravo Alvarez,
  • Andrea Lami and
  • Roberto Urrutia

3 April 2023

Phytoplankton is considered a strong predictor of the environmental quality of lakes, while Chlorophyll-a is an indicator of primary productivity. In this study, 25 LANDSAT images covering the 2014–2021 period were used to predict Chlorophyll-a...

  • Article
  • Open Access
12 Citations
4,538 Views
23 Pages

3 April 2023

Tidal flats provide ecosystem services to billions of people worldwide; however, their changing status is largely unknown. Several challenges in the fine extraction of tidal flats using remote sensing techniques, including tide-level and water-edge l...

  • Article
  • Open Access
11 Citations
6,370 Views
23 Pages

3 April 2023

Mapping river beds to identify water and sandbars is a crucial task for understanding the morphology and hydrodynamics of rivers and their ecological conditions. The main difficulties of this task so far have been the limitations of conventional appr...

  • Article
  • Open Access
14 Citations
6,580 Views
20 Pages

Temporal and Spatial Change in Vegetation and Its Interaction with Climate Change in Argentina from 1982 to 2015

  • Qi Long,
  • Fei Wang,
  • Wenyan Ge,
  • Feng Jiao,
  • Jianqiao Han,
  • Hao Chen,
  • Fidel Alejandro Roig,
  • Elena María Abraham,
  • Mengxia Xie and
  • Lu Cai

3 April 2023

Studying vegetation change and its interaction with climate change is essential for regional ecological protection. Previous studies have demonstrated the impact of climate change on regional vegetation in South America; however, studies addressing t...

  • Article
  • Open Access
9 Citations
6,548 Views
22 Pages

3 April 2023

Centimeter-level or better positioning accuracy is needed in engineering surveying applications. When employing the Global Navigation Satellite System (GNSS) in engineering surveying, the high-precision real-time kinematic (RTK) positioning method mu...

  • Article
  • Open Access
7 Citations
2,776 Views
22 Pages

3 April 2023

Due to the influence of indoor space environments, the carrier phase information obtained by the BeiDou pseudo-satellite often has the issue of cycle slips, which makes the user unable to carry out high-precision positioning. Aiming at the problem of...

  • Article
  • Open Access
8 Citations
3,893 Views
16 Pages

A 3D Interferometer-Type Lightning Mapping Array for Observation of Winter Lightning in Japan

  • Junchen Yang,
  • Daohong Wang,
  • Haitao Huang,
  • Ting Wu,
  • Nobuyuki Takagi and
  • Kazuo Yamamoto

3 April 2023

We have developed and deployed a 3D Interferometer-type Lightning Mapping Array (InLMA) for observing winter lightning in Japan. InLMA consists of three broadband interferometers installed at three stations with a distance from 3 to 5 km. At each int...

  • Article
  • Open Access
8 Citations
3,861 Views
18 Pages

The Potential of Deep Learning for Satellite Rainfall Detection over Data-Scarce Regions, the West African Savanna

  • Mónica Estébanez-Camarena,
  • Riccardo Taormina,
  • Nick van de Giesen and
  • Marie-Claire ten Veldhuis

3 April 2023

Food and economic security in West Africa rely heavily on rainfed agriculture and are threatened by climate change and demographic growth. Accurate rainfall information is therefore crucial to tackling these challenges. Particularly, information abou...

  • Article
  • Open Access
16 Citations
3,291 Views
25 Pages

A Registration Algorithm for Astronomical Images Based on Geometric Constraints and Homography

  • Bin Lin,
  • Xiangpeng Xu,
  • Zhihua Shen,
  • Xia Yang,
  • Lijun Zhong and
  • Xiaohu Zhang

3 April 2023

The registration of astronomical images, is one of the key technologies to improve the detection accuracy of small and weak targets during astronomical image-based observation. The error of registration has a great influence on the trace association...

  • Article
  • Open Access
4 Citations
3,073 Views
18 Pages

3 April 2023

The Weather Radar Center (WRC) of the Korea Meteorological Administration (KMA) has been providing three-dimensional radar wind fields based on the “WInd Synthesis System using Doppler Measurements (WISSDOM)” in real time since February 2...

  • Article
  • Open Access
24 Citations
3,568 Views
19 Pages

3 April 2023

Exploring the complex effects of landscape patterns on ecosystem services (ESs) has become increasingly important in offering scientific support for effective spatial planning and ecosystem management. However, there is a particular lack of research...

  • Article
  • Open Access
10 Citations
2,794 Views
18 Pages

Interaction of Climate Change and Anthropogenic Activity on the Spatiotemporal Changes of Surface Water Area in Horqin Sandy Land, China

  • Xueping Chen,
  • Xueyong Zhao,
  • Yanming Zhao,
  • Ruixiong Wang,
  • Jiannan Lu,
  • Haiyan Zhuang and
  • Liya Bai

3 April 2023

Surface water dynamics are sensitive to climate change and anthropogenic activity, and they exert important feedback to the above two processes. However, it is unclear how climate and human activity affect surface water variation, especially in semi-...

  • Editorial
  • Open Access
50 Citations
4,593 Views
5 Pages

3 April 2023

In precision agriculture systems, remote sensing has played an essential role in crop and environment monitoring, and hyperspectral imaging is a particularly effective tool in this regard [...]

  • Article
  • Open Access
23 Citations
4,772 Views
19 Pages

3 April 2023

Machine learning (ML) is a branch of artificial intelligence (AI) that has been successfully applied in a variety of remote sensing applications, including geophysical information retrieval such as soil moisture content (SMC). Deep learning (DL) is a...

  • Article
  • Open Access
12 Citations
4,388 Views
22 Pages

3 April 2023

Satellite-based drought indices have been shown to be effective and convenient in detecting drought conditions. The temperature vegetation dryness index (TVDI) is one of the most frequently used drought indices; however, it is not suitable for areas...

  • Article
  • Open Access
36 Citations
11,853 Views
20 Pages

Solar Photovoltaic Hotspot Inspection Using Unmanned Aerial Vehicle Thermal Images at a Solar Field in South India

  • Umesh Pruthviraj,
  • Yashwant Kashyap,
  • Effrosyni Baxevanaki and
  • Panagiotis Kosmopoulos

2 April 2023

The sun is an abundant source of energy, and solar energy has been at the forefront of the renewable energy sector for years. A way to convert it into electricity is by the use of solar cells. Multiple solar cells, connected to each other, create sol...

  • Editorial
  • Open Access
2,811 Views
3 Pages

3D Indoor Mapping and BIM Reconstruction Editorial

  • Maarten Bassier,
  • Florent Poux and
  • Shayan Nikoohemat

2 April 2023

This Special Issue gathers papers reporting research on various aspects of the use of low-cost photogrammetric and lidar sensors for indoor building reconstruction. It includes contributions presenting improvements in the alignment of mobile mapping...

  • Article
  • Open Access
8 Citations
4,087 Views
20 Pages

Accuracy Assessment of Surveying Strategies for the Characterization of Microtopographic Features That Influence Surface Water Flooding

  • Rakhee Ramachandran,
  • Yadira Bajón Fernández,
  • Ian Truckell,
  • Carlos Constantino,
  • Richard Casselden,
  • Paul Leinster and
  • Mónica Rivas Casado

2 April 2023

With the increase in rainfall intensity, population, and urbanised areas, surface water flooding (SWF) is an increasing concern impacting properties, businesses, and human lives. Previous studies have shown that microtopography significantly influenc...

  • Article
  • Open Access
4 Citations
2,482 Views
23 Pages

2 April 2023

The area-to-point kriging method (ATPK) is an important technology of downscaling without auxiliary information in remote sensing. However, it uses a constant semivariogram to downscale geospatial variables, which ignores the spatial heterogeneity be...

  • Article
  • Open Access
7 Citations
3,114 Views
27 Pages

2 April 2023

The brightness temperature (TB) features extracted from Chang’e-2 Lunar Microwave Sounder (CELMS) data represent the passive microwave thermal emission (MTE) from the lunar regolith at different depths. However, there have been few studies asse...

  • Technical Note
  • Open Access
24 Citations
3,947 Views
18 Pages

Study on Rapid Inversion of Soil Water Content from Ground-Penetrating Radar Data Based on Deep Learning

  • Zhilian Li,
  • Zhaofa Zeng,
  • Hongqiang Xiong,
  • Qi Lu,
  • Baizhou An,
  • Jiahe Yan,
  • Risheng Li,
  • Longfei Xia,
  • Haoyu Wang and
  • Kexin Liu

2 April 2023

Ground-penetrating radar (GPR) is an efficient and nondestructive geophysical method with great potential for detecting soil water content at the farmland scale. However, a key challenge in soil detection is obtaining soil water content rapidly and i...

  • Technical Note
  • Open Access
3 Citations
3,965 Views
16 Pages

Radiometric Terrain Correction Method Based on RPC Model for Polarimetric SAR Data

  • Lei Zhao,
  • Erxue Chen,
  • Zengyuan Li,
  • Yaxiong Fan and
  • Kunpeng Xu

2 April 2023

Radiometric terrain correction (RTC) is an important preprocessing step for synthetic aperture radar (SAR) data application in mountainous areas. At present, the RTC processing of SAR depends on the Range Doppler (RD) positioning model. However, the...

  • Article
  • Open Access
5 Citations
2,677 Views
19 Pages

2 April 2023

Aerosols impact vegetation productivity by increasing diffuse radiation and changing temperature and humidity conditions. In this study, climate simulations of the Jinghe River Basin in 2020 based on aerosol and aerosol−free scenarios were carr...

  • Technical Note
  • Open Access
8 Citations
4,273 Views
9 Pages

2 April 2023

Atmospheric correction (AC) plays a critical role in the preprocessing of remote sensing images. Although AC is necessary for applications based on remote sensing inversion, it is not always required for those based on remote sensing classification....

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Remote Sens. - ISSN 2072-4292