Skip Content
You are currently on the new version of our website. Access the old version .

Remote Sensing, Volume 13, Issue 10

2021 May-2 - 159 articles

Cover Story: Water-layer multiples pose a major problem in shallow water seismic investigations as they interfere with primaries reflected from layer boundaries or archaeology buried only a few meters below the water bottom. In the present study, we evaluate two model-driven approaches to attenuate water-layer multiple reflections in very shallow water using synthetic and field data sets for both multi- and constant-offset configurations and compare the multiple removal efficiency with traditional methods. The field data examples should be emphasized, where the tested approach works noticeably better than the traditional methods: the multiples are predicted and attenuated while the primary signals that were formerly hidden by the water-layer multiple are highlighted, making this method particularly suitable in shallow water applications. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (159)

  • Article
  • Open Access
30 Citations
6,251 Views
17 Pages

20 May 2021

Cover crops are an increasingly popular practice to improve agroecosystem resilience to climate change, pests, and other stressors. Despite their importance for climate mitigation and soil health, there remains an urgent need for methods that link wi...

  • Article
  • Open Access
26 Citations
6,320 Views
21 Pages

20 May 2021

Root-knot nematodes (Meloidogyne spp.) are considered the most aggressive, damaging, and economically important group of plant-parasitic nematodes and represent a significant limiting factor for potato (Solanum tuberosum) production and tuber quality...

  • Article
  • Open Access
16 Citations
4,796 Views
17 Pages

Estimation of Bathymetry and Benthic Habitat Composition from Hyperspectral Remote Sensing Data (BIODIVERSITY) Using a Semi-Analytical Approach

  • Audrey Minghelli,
  • Sayoob Vadakke-Chanat,
  • Malik Chami,
  • Mireille Guillaume,
  • Emmanuelle Migne,
  • Patrick Grillas and
  • Olivier Boutron

20 May 2021

The relevant benefits of hyperspectral sensors for water column determination and seabed features mapping compared to multispectral data, especially in coastal areas, have been demonstrated in recent studies. In this study, we used hyperspectral sate...

  • Article
  • Open Access
13 Citations
4,060 Views
18 Pages

Improved Accuracy of Riparian Zone Mapping Using Near Ground Unmanned Aerial Vehicle and Photogrammetry Method

  • Joan Grau,
  • Kang Liang,
  • Jae Ogilvie,
  • Paul Arp,
  • Sheng Li,
  • Bonnie Robertson and
  • Fan-Rui Meng

20 May 2021

In agriculture-dominant watersheds, riparian ecosystems provide a wide array of benefits such as reducing soil erosion, filtering chemical compounds, and retaining sediments. Traditionally, the boundaries of riparian zones could be estimated from Dig...

  • Article
  • Open Access
11 Citations
3,528 Views
18 Pages

Design and Validation of a Cascading Vector Tracking Loop in High Dynamic Environments

  • Zhiyong Tu,
  • Yidong Lou,
  • Wenfei Guo,
  • Weiwei Song and
  • Yusheng Wang

20 May 2021

This paper designs a cascading vector tracking loop based on the Unscented Kalman Filter (UKF) for high dynamic environment. Constant improvement in dynamic performance is an enormous challenge to the traditional receiver. Due to the doppler effect,...

  • Article
  • Open Access
7 Citations
4,887 Views
23 Pages

A Compilation of Snow Cover Datasets for Svalbard: A Multi-Sensor, Multi-Model Study

  • Hannah Vickers,
  • Eirik Malnes,
  • Ward J. J. van Pelt,
  • Veijo A. Pohjola,
  • Mari Anne Killie,
  • Tuomo Saloranta and
  • Stein Rune Karlsen

20 May 2021

Reliable and accurate mapping of snow cover are essential in applications such as water resource management, hazard forecasting, calibration and validation of hydrological models and climate impact assessments. Optical remote sensing has been utilize...

  • Article
  • Open Access
12 Citations
3,534 Views
19 Pages

Aerosol Characterization during the Summer 2017 Huge Fire Event on Mount Vesuvius (Italy) by Remote Sensing and In Situ Observations

  • Antonella Boselli,
  • Alessia Sannino,
  • Mariagrazia D’Emilio,
  • Xuan Wang and
  • Salvatore Amoruso

20 May 2021

During the summer of 2017, multiple huge fires occurred on Mount Vesuvius (Italy), dispersing a large quantity of ash in the surrounding area ensuing the burning of tens of hectares of Mediterranean scrub. The fires affected a very large area of the...

  • Article
  • Open Access
4 Citations
4,120 Views
18 Pages

20 May 2021

This study analyzes the geophysical signals in J2 time series from 1976 to 2020 by using singular spectrum analysis (SSA) and the Lomb-Scargle (L-S) periodogram for the first time. The results of SSA indicate that the secular trend is characterized b...

  • Article
  • Open Access
34 Citations
5,666 Views
19 Pages

20 May 2021

In this study, we used convolutional neural networks (CNNs)—which are well-known deep learning models suitable for image data processing—to estimate the temporal and spatial distribution of chlorophyll-a in a bay. The training data required the const...

  • Article
  • Open Access
13 Citations
4,254 Views
15 Pages

GPR Clutter Reflection Noise-Filtering through Singular Value Decomposition in the Bidimensional Spectral Domain

  • Rui Jorge Oliveira,
  • Bento Caldeira,
  • Teresa Teixidó and
  • José Fernando Borges

20 May 2021

Usually, in ground-penetrating radar (GPR) datasets, the user defines the limits between the useful signal and the noise through standard filtering to isolate the effective signal as much as possible. However, there are true reflections that mask the...

  • Article
  • Open Access
17 Citations
4,281 Views
19 Pages

20 May 2021

The Interferometric Synthetic Aperture Radar (InSAR) technique has been widely used to obtain the ground surface deformation of geohazards (e.g., mining subsidence and landslides). As one of the inherent errors in the interferometric phase, the digit...

  • Article
  • Open Access
21 Citations
4,525 Views
19 Pages

20 May 2021

In recent years, modeling gully erosion susceptibility has become an increasingly popular approach for assessing the impact of different land degradation factors. However, different forms of human influence have so far not been identified in order to...

  • Article
  • Open Access
10 Citations
4,507 Views
18 Pages

20 May 2021

Conducting archaeological site surveys is time consuming, and large sites may have many small features or structures that are difficult to locate and interpret. Vegetation cover and dense forest hide small structures, like cairns, while at the same t...

  • Technical Note
  • Open Access
36 Citations
4,720 Views
12 Pages

Improvement of GPR-Based Rebar Diameter Estimation Using YOLO-v3

  • Sehwan Park,
  • Jinpyung Kim,
  • Kyoyoung Jeon,
  • Junkyeong Kim and
  • Seunghee Park

20 May 2021

As the frequency of earthquakes has increased in Korea in recent years, designing earthquake-resistant facilities has been increasingly emphasized. Structures constructed with rebars are vulnerable to shaking, which reduces their seismic performance...

  • Article
  • Open Access
19 Citations
4,144 Views
31 Pages

20 May 2021

As the modern navigation business evolves, demands for high-precision positioning in GNSS-challenged environments increase, and the integrated system composed of Global Navigation Satellite System (GNSS)-based Real-Time Kinematic (RTK), inertial syst...

  • Article
  • Open Access
59 Citations
9,061 Views
23 Pages

Analysing the Impact of Climate Change on Hydrological Ecosystem Services in Laguna del Sauce (Uruguay) Using the SWAT Model and Remote Sensing Data

  • Celina Aznarez,
  • Patricia Jimeno-Sáez,
  • Adrián López-Ballesteros,
  • Juan Pablo Pacheco and
  • Javier Senent-Aparicio

20 May 2021

Assessing how climate change will affect hydrological ecosystem services (HES) provision is necessary for long-term planning and requires local comprehensive climate information. In this study, we used SWAT to evaluate the impacts on four HES, natura...

  • Article
  • Open Access
16 Citations
6,966 Views
21 Pages

A Robust Framework for Simultaneous Localization and Mapping with Multiple Non-Repetitive Scanning Lidars

  • Yusheng Wang,
  • Yidong Lou,
  • Yi Zhang,
  • Weiwei Song,
  • Fei Huang and
  • Zhiyong Tu

20 May 2021

With the ability to provide long range, highly accurate 3D surrounding measurements, while lowering the device cost, non-repetitive scanning Livox lidars have attracted considerable interest in the last few years. They have seen a huge growth in use...

  • Article
  • Open Access
15 Citations
4,112 Views
21 Pages

Performance Improvement of Spaceborne Carbon Dioxide Detection IPDA LIDAR Using Linearty Optimized Amplifier of Photo-Detector

  • Yadan Zhu,
  • Juxin Yang,
  • Xiaoxi Zhang,
  • Jiqiao Liu,
  • Xiaopeng Zhu,
  • Huaguo Zang,
  • Tengteng Xia,
  • Chuncan Fan,
  • Xiao Chen and
  • Weibiao Chen
  • + 2 authors

20 May 2021

The spaceborne double-pulse integrated-path differential absorption (IPDA) light detection and ranging (LIDAR) system was found to be helpful in observing atmospheric CO2 and understanding the carbon cycle. The airborne experiments of a scale prototy...

  • Article
  • Open Access
22 Citations
6,888 Views
25 Pages

20 May 2021

Timely and reliable estimations of crop yield are essential for crop management and successful food trade. In previous studies, remote sensing data or climate data are often used alone in statistical yield estimation models. In this study, we synthet...

  • Article
  • Open Access
12 Citations
4,450 Views
18 Pages

Spherically Optimized RANSAC Aided by an IMU for Fisheye Image Matching

  • Anbang Liang,
  • Qingquan Li,
  • Zhipeng Chen,
  • Dejin Zhang,
  • Jiasong Zhu,
  • Jianwei Yu and
  • Xu Fang

20 May 2021

Fisheye cameras are widely used in visual localization due to the advantage of the wide field of view. However, the severe distortion in fisheye images lead to feature matching difficulties. This paper proposes an IMU-assisted fisheye image matching...

  • Article
  • Open Access
27 Citations
5,798 Views
24 Pages

Combining Satellite InSAR, Slope Units and Finite Element Modeling for Stability Analysis in Mining Waste Disposal Areas

  • Juan López-Vinielles,
  • José A. Fernández-Merodo,
  • Pablo Ezquerro,
  • Juan C. García-Davalillo,
  • Roberto Sarro,
  • Cristina Reyes-Carmona,
  • Anna Barra,
  • José A. Navarro,
  • Vrinda Krishnakumar and
  • Gerardo Herrera
  • + 1 author

20 May 2021

Slope failures pose a substantial threat to mining activity due to their destructive potential and high probability of occurrence on steep slopes close to limit equilibrium conditions, which are often found both in open pits and in waste and tailing...

  • Article
  • Open Access
3 Citations
3,095 Views
24 Pages

20 May 2021

Natural snow, one of the most important components of the cryosphere, is fundamentally a layered medium. In forward simulation and retrieval, a single-layer effective microstructure parameter is widely used to represent the emission of multiple-layer...

  • Article
  • Open Access
6 Citations
4,039 Views
21 Pages

20 May 2021

The temporal slip behavior of a fault from displaced landforms when there are no chronological data remains poorly understood. The southern segment of the Xiaojiang fault zone (XJFZ) plays an important role in accommodating the lateral extrusion of t...

  • Article
  • Open Access
19 Citations
5,158 Views
16 Pages

20 May 2021

The evaluation and inspection of steel bars in reinforced concrete structures are critical for prolonging the service life of buildings. In this regard, ground-penetrating radar (GPR) has been a crucial alternative due to its non-invasiveness and con...

  • Article
  • Open Access
14 Citations
6,239 Views
14 Pages

Mapping Mature Post-Agricultural Forests in the Polish Eastern Carpathians with Archival Remote Sensing Data

  • Zofia Jabs-Sobocińska,
  • Andrzej N. Affek,
  • Ireneusz Ewiak and
  • Mihai Daniel Nita

20 May 2021

Post-WWII displacements in the Polish Carpathians resulted in widespread land abandonment. Most of the pre-war agricultural areas are now covered with secondary forests, which will soon reach the felling age. Mapping their exact cover is crucial to i...

  • Article
  • Open Access
2 Citations
3,392 Views
19 Pages

GNSS Localization in Constraint Environment by Image Fusing Techniques

  • Ciprian David,
  • Corina Nafornita,
  • Vasile Gui,
  • Andrei Campeanu,
  • Guillaume Carrie and
  • Michel Monnerat

20 May 2021

Satellite localization often suffers in terms of accuracy due to various reasons. One possible source of errors is represented by the lack of means to eliminate Non-Line-of-Sight satellite-related data. We propose here a method for fusing existing da...

  • Article
  • Open Access
28 Citations
5,985 Views
23 Pages

Remote Sensing Monitoring of Advancing and Surging Glaciers in the Tien Shan, 1990–2019

  • Sugang Zhou,
  • Xiaojun Yao,
  • Dahong Zhang,
  • Yuan Zhang,
  • Shiyin Liu and
  • Yufang Min

19 May 2021

The advancing of glaciers is a manifestation of dynamic glacial instability. Glaciers in the Tien Shan region, especially in the Central Tien Shan, show instability, and advancing glaciers have been recently detected. In this study, we used Landsat T...

  • Article
  • Open Access
29 Citations
3,748 Views
18 Pages

19 May 2021

Thermokarst lakes (TLs) caused by the thaw of massive ground ice in ice-rich permafrost landscapes are increasing and have strong impacts on the hydro–ecological environment and human infrastructure on the Qinghai–Tibet Plateau (QTP), however, its sp...

  • Article
  • Open Access
21 Citations
4,880 Views
18 Pages

19 May 2021

Woody plant encroachment into grasslands ecosystems causes significantly ecological destruction and economic losses. Effective and efficient management largely benefits from accurate and timely detection of encroaching species at an early development...

  • Article
  • Open Access
3 Citations
2,681 Views
22 Pages

19 May 2021

Bi-hemispherical reflectance (BHR), in the land surface research community also known as “white-sky albedo”, is independent of the directions of incidence and viewing. For vegetation canopies, it is also nearly independent of the leaf angle distribut...

  • Article
  • Open Access
33 Citations
5,070 Views
23 Pages

19 May 2021

Rapid urbanization has led to several severe environmental problems, including so-called heat island effects, which can be mitigated by creating more urban green spaces. However, the temperature of various surfaces differs and precise measurement and...

  • Article
  • Open Access
4 Citations
3,513 Views
18 Pages

19 May 2021

The global climate shift currently underway has significant impacts on both the quality and quantity of snow precipitation. This directly influences the spatial variability of the snowpack as well as cumulative snow height. Contemporary glacier retre...

  • Article
  • Open Access
18 Citations
4,292 Views
21 Pages

Towards a Fully Automated 3D Reconstruction System Based on LiDAR and GNSS in Challenging Scenarios

  • Ruike Ren,
  • Hao Fu,
  • Hanzhang Xue,
  • Zhenping Sun,
  • Kai Ding and
  • Pengji Wang

19 May 2021

High-precision 3D maps play an important role in autonomous driving. The current mapping system performs well in most circumstances. However, it still encounters difficulties in the case of the Global Navigation Satellite System (GNSS) signal blockag...

  • Article
  • Open Access
11 Citations
4,165 Views
20 Pages

19 May 2021

Satellite-retrieved aerosol optical depth (AOD) data are extensively integrated with ground-level measurements to achieve spatially continuous fine particulate matters (PM2.5). Current satellite-based methods however face challenges in obtaining high...

  • Article
  • Open Access
1 Citations
2,540 Views
20 Pages

19 May 2021

The mobile vision measurement system (MVMS) is widely used for location and attitude measurement in aircraft takeoff and landing, and its on-site global calibration is crucial to obtaining high-accuracy measurement aimed at obtaining the transformati...

  • Article
  • Open Access
26 Citations
3,714 Views
18 Pages

19 May 2021

Water resources are rich on the Tibetan Plateau, with large amounts of glaciers, lakes, and permafrost. Terrestrial water storage (TWS) on the Tibetan Plateau has experienced a significant change in recent decades. However, there is a lack of researc...

  • Article
  • Open Access
12 Citations
3,659 Views
21 Pages

DTM-Based Morphometric Analysis of Scoria Cones of the Chaîne des Puys (France)—The Classic and a New Approach

  • Fanni Vörös,
  • Benjamin van Wyk de Vries,
  • Dávid Karátson and
  • Balázs Székely

19 May 2021

Scoria cones are favorite targets of morphometric research. However, in-depth, DTM-based studies have appeared only recently, and new methods are being developed. This study provides a classic evaluation of the cones of Chaîne des Puys (Auvergne, Fra...

  • Article
  • Open Access
22 Citations
5,400 Views
21 Pages

19 May 2021

With recent advances in technologies, deep learning is being applied more and more to different tasks. In particular, point cloud processing and classification have been studied for a while now, with various methods developed. Some of the available c...

  • Article
  • Open Access
37 Citations
5,207 Views
25 Pages

19 May 2021

Nowadays, the employment of high-resolution Digital Surface Models (DSMs) and RGB orthophotos has become fundamental in coastal system studies. This work aims to explore the potentiality of low-cost Unmanned Aerial Vehicle (UAV) surveys to monitor th...

  • Article
  • Open Access
42 Citations
5,324 Views
23 Pages

19 May 2021

As a developing country, China’s mangrove landscape pattern has undergone significant temporal and spatial changes over the last four decades. However, we know little about the changes in the mangrove landscape pattern characteristics other than the...

  • Article
  • Open Access
29 Citations
5,917 Views
22 Pages

Remote Estimation of Trophic State Index for Inland Waters Using Landsat-8 OLI Imagery

  • Minqi Hu,
  • Ronghua Ma,
  • Zhigang Cao,
  • Junfeng Xiong and
  • Kun Xue

19 May 2021

Remote monitoring of trophic state for inland waters is a hotspot of water quality studies worldwide. However, the complex optical properties of inland waters limit the potential of algorithms. This research aims to develop an algorithm to estimate t...

  • Technical Note
  • Open Access
17 Citations
4,161 Views
11 Pages

A Gaussian Mixture Model to Separate Birds and Insects in Single-Polarization Weather Radar Data

  • Raphaël Nussbaumer,
  • Baptiste Schmid,
  • Silke Bauer and
  • Felix Liechti

19 May 2021

Recent and archived data from weather radar networks are extensively used for the quantification of continent-wide bird migration patterns. While the process of discriminating birds from weather signals is well established, insect contamination is st...

  • Feature Paper
  • Article
  • Open Access
11 Citations
3,598 Views
14 Pages

19 May 2021

In this work, we study the subsidence of Dallol, an explosive crater and hydrothermal area along the spreading Erta Ale ridge of Afar (Ethiopia). No volcanic products exist at the surface. However, a diking episode in 2004, accompanied by dike-induce...

  • Technical Note
  • Open Access
1 Citations
3,456 Views
16 Pages

Assessment of the EUMETSAT Multi Decadal Land Surface Albedo Data Record from Meteosat Observations

  • Alessio Lattanzio,
  • Michael Grant,
  • Marie Doutriaux-Boucher,
  • Rob Roebeling and
  • Jörg Schulz

19 May 2021

Surface albedo, defined as the ratio of the surface-reflected irradiance to the incident irradiance, is one of the parameters driving the Earth energy budget and it is for this reason an essential variable in climate studies. Instruments on geostatio...

  • Communication
  • Open Access
3 Citations
3,384 Views
12 Pages

GRACE Satellites Enable Long-Lead Forecasts of Mountain Contributions to Streamflow in the Low-Flow Season

  • Xingcai Liu,
  • Qiuhong Tang,
  • Seyed-Mohammad Hosseini-Moghari,
  • Xiaogang Shi,
  • Min-Hui Lo and
  • Bridget Scanlon

19 May 2021

Terrestrial water storage (TWS) in high mountain areas contributes large runoff volumes to nearby lowlands during the low-flow season when streamflow is critical to downstream water supplies. The potential for TWS from GRACE (Gravity Recovery and Cli...

  • Article
  • Open Access
2 Citations
2,426 Views
16 Pages

Preliminary Validation of Surface Reflections from Fengyun-3C Radio Occultation Data

  • Weiwei Chen,
  • Yongliang Xiong,
  • Xinzhong Li,
  • Ban Zhao,
  • Rui Zhang and
  • Shaoguang Xu

19 May 2021

Fengyun-3C (FY-3C) is a Global Navigation Satellite Systems (GNSS) Radio Occultation (RO) mission founded which was by China on 23 September 2013. In this study, under a specific temporal and spatial domain, we systematically compare FY-3C refractivi...

  • Article
  • Open Access
17 Citations
5,288 Views
22 Pages

The Application of an Unmanned Aerial System and Machine Learning Techniques for Red Clover-Grass Mixture Yield Estimation under Variety Performance Trials

  • Kai-Yun Li,
  • Niall G. Burnside,
  • Raul Sampaio de Lima,
  • Miguel Villoslada Peciña,
  • Karli Sepp,
  • Ming-Der Yang,
  • Janar Raet,
  • Ants Vain,
  • Are Selge and
  • Kalev Sepp

19 May 2021

A significant trend has developed with the recent growing interest in the estimation of aboveground biomass of vegetation in legume-supported systems in perennial or semi-natural grasslands to meet the demands of sustainable and precise agriculture....

  • Article
  • Open Access
39 Citations
6,780 Views
15 Pages

19 May 2021

Long-lasting precipitation deficits or heat waves can induce agricultural droughts, which are generally defined as soil moisture deficits that are severe enough to negatively impact vegetation. However, during short soil moisture drought events, the...

  • Article
  • Open Access
81 Citations
8,284 Views
18 Pages

On-Board Real-Time Ship Detection in HISEA-1 SAR Images Based on CFAR and Lightweight Deep Learning

  • Pan Xu,
  • Qingyang Li,
  • Bo Zhang,
  • Fan Wu,
  • Ke Zhao,
  • Xin Du,
  • Cankun Yang and
  • Ruofei Zhong

19 May 2021

Synthetic aperture radar (SAR) satellites produce large quantities of remote sensing images that are unaffected by weather conditions and, therefore, widely used in marine surveillance. However, because of the hysteresis of satellite-ground communica...

  • Article
  • Open Access
10 Citations
4,944 Views
21 Pages

Identifying Seasonal Groundwater-Irrigated Cropland Using Multi-Source NDVI Time-Series Images

  • Amit Kumar Sharma,
  • Laurence Hubert-Moy,
  • Sriramulu Buvaneshwari,
  • Muddu Sekhar,
  • Laurent Ruiz,
  • Hemanth Moger,
  • Soumya Bandyopadhyay and
  • Samuel Corgne

18 May 2021

Groundwater has become a major source of irrigation in the past few decades in India, but as it comes from millions of individual borewells owned by smallholders irrigating small fields, it is difficult to quantify the actual irrigated area across se...

of 4

Get Alerted

Add your email address to receive forthcoming issues of this journal.

XFacebookLinkedIn
Remote Sens. - ISSN 2072-4292