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Remote Sensing, Volume 13, Issue 22

2021 November-2 - 237 articles

Cover Story: Plastic entering marine and coastal ecosystems is posing a globally significant environmental challenge; this plastic debris can now be found in remote locations around the world. Optical remote sensing is one of the promising emerging tools that can be used for tracking marine plastic debris . It is possible to separate plastics from sub-pixel surface covers using unique SWIR absorption features; however, the magnitude and shape of these features vary between plastic polymers. In this study, we investigate both weathered and virgin plastic groups to better understand the impact of polymer type on the ability to detect plastics on beaches with sub-pixel surface covers. We use the Cocos (Keeling) Islands as an example of how different beach areas can accumulate different types of plastics, leading to potential variation in plastic detection. View this paper
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Articles (237)

  • Article
  • Open Access
4 Citations
2,386 Views
18 Pages

22 November 2021

Improving the altimetric precision under the requirement of ensuring the along-track resolution is of great significance to the application of iGNSS-R satellite ocean altimetry. The results obtained by using the empirical integration time need to be...

  • Article
  • Open Access
25 Citations
5,435 Views
19 Pages

Quick Detection of Field-Scale Soil Comprehensive Attributes via the Integration of UAV and Sentinel-2B Remote Sensing Data

  • Wanxue Zhu,
  • Ehsan Eyshi Rezaei,
  • Hamideh Nouri,
  • Ting Yang,
  • Binbin Li,
  • Huarui Gong,
  • Yun Lyu,
  • Jinbang Peng and
  • Zhigang Sun

22 November 2021

Satellite and unmanned aerial vehicle (UAV) remote sensing can be used to estimate soil properties; however, little is known regarding the effects of UAV and satellite remote sensing data integration on the estimation of soil comprehensive attributes...

  • Article
  • Open Access
8 Citations
3,385 Views
15 Pages

Retreating Shorelines as an Emerging Threat to Adélie Penguins on Inexpressible Island

  • Xintong Chen,
  • Jiquan Chen,
  • Xiao Cheng,
  • Lizhong Zhu,
  • Bing Li and
  • Xianglan Li

22 November 2021

Long-term observation of penguin abundance and distribution may warn of changes in the Antarctic marine ecosystem and provide support for penguin conservation. We conducted an unmanned aerial vehicle (UAV) survey of the Adélie penguin (Pygosce...

  • Technical Note
  • Open Access
6 Citations
3,294 Views
15 Pages

Variations in Nocturnal Residual Layer Height and Its Effects on Surface PM2.5 over Wuhan, China

  • Xin Ma,
  • Weicheng Jiang,
  • Hui Li,
  • Yingying Ma,
  • Shikuan Jin,
  • Boming Liu and
  • Wei Gong

22 November 2021

Large amounts of aerosols remain in the residual layer (RL) after sunset, which may be the source of the next day’s pollutants. However, the characteristics of the nocturnal residual layer height (RLH) and its effect on urban environment pollution ar...

  • Article
  • Open Access
8 Citations
3,189 Views
13 Pages

Monitoring Rainfed Alfalfa Growth in Semiarid Agrosystems Using Sentinel-2 Imagery

  • Andrés Echeverría,
  • Alejandro Urmeneta,
  • María González-Audícana and
  • Esther M González

22 November 2021

The aim of this study was to assess the utility of Sentinel-2 images in the monitoring of the fractional vegetation cover (FVC) of rainfed alfalfa in semiarid areas such as that of Bardenas Reales in Spain. FVC was sampled in situ using 1 m2 surfaces...

  • Article
  • Open Access
16 Citations
4,219 Views
14 Pages

Transforming Access to and Use of Climate Information Products Derived from Remote Sensing and In Situ Observations

  • Gloriose Nsengiyumva,
  • Tufa Dinku,
  • Remi Cousin,
  • Igor Khomyakov,
  • Audrey Vadillo,
  • Rija Faniriantsoa and
  • Amanda Grossi

22 November 2021

Making climate-sensitive economic sectors resilient to climate trends and shocks, through adaptation to climate change and managing uncertainties associated with climate extremes, will require effective use of climate information to help practitioner...

  • Article
  • Open Access
5,702 Views
20 Pages

Influence of Storm Tidal Current Field and Sea Bottom Slope on Coastal Ocean Waves during Typhoon Malakas

  • Meng Sun,
  • Yongzeng Yang,
  • Yutao Chi,
  • Tianqi Sun,
  • Yongfang Shi and
  • Zengrui Rong

22 November 2021

Wave–current interaction in coastal regions is significant and complicated. Most wave models consider the influence of ocean current and water depth on waves, while the influence of the gradient of the sea bottom slope is not taken into account...

  • Article
  • Open Access
45 Citations
5,541 Views
27 Pages

22 November 2021

Generating spatiotemporally continuous land surface temperature (LST) data is in great demand for hydrology, meteorology, ecology, environmental studies, etc. However, the thermal infrared (TIR)-based LST measurements are prone to cloud contamination...

  • Article
  • Open Access
4 Citations
2,777 Views
28 Pages

22 November 2021

This paper addresses the problem of ground moving target relocation (GMTR) for airborne dual-channel wide-area radar systems. The monopulse technique can be utilized to perform GMTR. However, in real conditions, the GMTR performance degrades greatly...

  • Article
  • Open Access
26 Citations
4,507 Views
25 Pages

Seamless Mosaicking of UAV-Based Push-Broom Hyperspectral Images for Environment Monitoring

  • Lina Yi,
  • Jing M. Chen,
  • Guifeng Zhang,
  • Xiao Xu,
  • Xing Ming and
  • Wenji Guo

22 November 2021

This paper proposes a systematic image mosaicking methodology to produce hyperspectral image for environment monitoring using an emerging UAV-based push-broom hyperspectral imager. The suitability of alternative methods in each step is assessed by ex...

  • Article
  • Open Access
12 Citations
3,722 Views
21 Pages

Factors Driving Changes in Vegetation in Mt. Qomolangma (Everest): Implications for the Management of Protected Areas

  • Binghua Zhang,
  • Yili Zhang,
  • Zhaofeng Wang,
  • Mingjun Ding,
  • Linshan Liu,
  • Lanhui Li,
  • Shicheng Li,
  • Qionghuan Liu,
  • Basanta Paudel and
  • Huamin Zhang

22 November 2021

The Mt. Qomolangma (Everest) National Nature Preserve (QNNP) is among the highest natural reserves in the world. Monitoring the spatiotemporal changes in the vegetation in this complex vertical ecosystem can provide references for decision makers to...

  • Article
  • Open Access
23 Citations
3,511 Views
18 Pages

22 November 2021

Earthquakes are one of the most threatening natural disasters to human beings, and pre- and post-earthquake microwave brightness temperature (MBT) anomalies have attracted increasing attention from geosciences as well as remote sensing communities. H...

  • Article
  • Open Access
23 Citations
6,388 Views
28 Pages

22 November 2021

Using solid building models, instead of the surface models in City Geography Markup Language (CityGML), can facilitate data integration between Building Information Modeling (BIM) and Geographic Information System (GIS). The use of solid models, howe...

  • Article
  • Open Access
12 Citations
4,264 Views
18 Pages

22 November 2021

Remote sensing is a powerful tool that provides flexibility and scalability for monitoring and investigating glacial lakes in High Mountain Asia (HMA). However, existing methods for mapping glacial lakes are designed based on a combination of several...

  • Article
  • Open Access
2 Citations
3,079 Views
50 Pages

Uncertainty Introduced by Darkening Agents in the Lunar Regolith: An Unmixing Perspective

  • Marcel Hess,
  • Thorsten Wilhelm,
  • Christian Wöhler and
  • Kay Wohlfarth

21 November 2021

On the Moon, in the near infrared wavelength range, spectral diagnostic features such as the 1-μm and 2-μm absorption bands can be used to estimate abundances of the constituent minerals. However, there are several factors that can darken the o...

  • Article
  • Open Access
49 Citations
7,754 Views
19 Pages

21 November 2021

The cooling effect of green spaces as an ecological solution to mitigate urban climate change is well documented. However, the factors influencing the microclimate in the built environment around forest parks, diurnal variations of their impact and t...

  • Article
  • Open Access
37 Citations
5,715 Views
24 Pages

21 November 2021

Advances in spaceborne hyperspectral (HS) remote sensing, cloud-computing, and machine learning can help measure, model, map and monitor agricultural crops to address global food and water security issues, such as by providing accurate estimates of c...

  • Article
  • Open Access
5 Citations
2,888 Views
22 Pages

Azimuth Multichannel Reconstruction Based on Advanced Hyperbolic Range Equation

  • Wei Xu,
  • Ruibo Li,
  • Chonghua Fang,
  • Pingping Huang,
  • Weixian Tan and
  • Yaolong Qi

21 November 2021

To acquire high-resolution wide-swath (HRWS) imaging capacity, the displaced phase center multichannel azimuth beam (DPCMAB) technology is usually adopted in spaceborne synthetic aperture radar (SAR), while multichannel reconstruction must be carried...

  • Article
  • Open Access
2 Citations
4,117 Views
29 Pages

21 November 2021

This study explored the long-term trends and breakpoints of vegetation, rainfall, and temperature in Taiwan from overall and regional perspectives in terms of vertical differences from 1982 to 2012. With time-series Advanced Very-High-Resolution Radi...

  • Article
  • Open Access
196 Citations
13,315 Views
22 Pages

21 November 2021

A challenging and attractive task in computer vision is underwater object detection. Although object detection techniques have achieved good performance in general datasets, problems of low visibility and color bias in the complex underwater environm...

  • Article
  • Open Access
9 Citations
3,768 Views
17 Pages

Analysis of the Impacts of Environmental Factors on Rat Hole Density in the Northern Slope of the Tienshan Mountains with Satellite Remote Sensing Data

  • Haiyang Shi,
  • Qun Pan,
  • Geping Luo,
  • Olaf Hellwich,
  • Chunbo Chen,
  • Tim Van de Voorde,
  • Alishir Kurban,
  • Philippe De Maeyer and
  • Shixin Wu

21 November 2021

Understanding the impacts of environmental factors on spatial–temporal and large-scale rodent distribution is important for rodent damage prevention. Investigating rat hole density (RHD) is one of the most effective methods to obtain the intensity of...

  • Article
  • Open Access
33 Citations
4,840 Views
19 Pages

21 November 2021

Urban land cover (ULC) serves as fundamental environmental information for urban studies, while accurate and timely ULC mapping remains challenging due to cloud contamination in tropical and subtropical areas. Synthetic aperture radar (SAR) has excel...

  • Article
  • Open Access
35 Citations
5,140 Views
20 Pages

Assessing Non-Photosynthetic Cropland Biomass from Spaceborne Hyperspectral Imagery

  • Katja Berger,
  • Tobias Hank,
  • Andrej Halabuk,
  • Juan Pablo Rivera-Caicedo,
  • Matthias Wocher,
  • Matej Mojses,
  • Katarina Gerhátová,
  • Giulia Tagliabue,
  • Miguel Morata Dolz and
  • Jochem Verrelst
  • + 1 author

21 November 2021

Non-photosynthetic vegetation (NPV) biomass has been identified as a priority variable for upcoming spaceborne imaging spectroscopy missions, calling for a quantitative estimation of lignocellulosic plant material as opposed to the sole indication of...

  • Article
  • Open Access
26 Citations
6,800 Views
18 Pages

Crop Water Stress Index as a Proxy of Phenotyping Maize Performance under Combined Water and Salt Stress

  • Shujie Gu,
  • Qi Liao,
  • Shaoyu Gao,
  • Shaozhong Kang,
  • Taisheng Du and
  • Risheng Ding

21 November 2021

The crop water stress index (CWSI), based on canopy temperature (Tc), has been widely used in evaluating plant water status and planning irrigation scheduling, but whether CWSI can diagnose the stress status of crops and predict the physiological tra...

  • Article
  • Open Access
55 Citations
11,874 Views
24 Pages

Paris-CARLA-3D: A Real and Synthetic Outdoor Point Cloud Dataset for Challenging Tasks in 3D Mapping

  • Jean-Emmanuel Deschaud,
  • David Duque,
  • Jean Pierre Richa,
  • Santiago Velasco-Forero,
  • Beatriz Marcotegui and
  • François Goulette

21 November 2021

Paris-CARLA-3D is a dataset of several dense colored point clouds of outdoor environments built by a mobile LiDAR and camera system. The data are composed of two sets with synthetic data from the open source CARLA simulator (700 million points) and r...

  • Review
  • Open Access
623 Citations
93,026 Views
51 Pages

Review of Image Classification Algorithms Based on Convolutional Neural Networks

  • Leiyu Chen,
  • Shaobo Li,
  • Qiang Bai,
  • Jing Yang,
  • Sanlong Jiang and
  • Yanming Miao

21 November 2021

Image classification has always been a hot research direction in the world, and the emergence of deep learning has promoted the development of this field. Convolutional neural networks (CNNs) have gradually become the mainstream algorithm for image c...

  • Article
  • Open Access
2 Citations
2,841 Views
14 Pages

21 November 2021

The longitudinal structure in the altitude of the Sporadic E (Es) was investigated for the first time based on the S4 index provided by the Constellation Observing System for Meteorology, Ionosphere, and Climate (COSMIC) in low latitudes. The longitu...

  • Article
  • Open Access
6 Citations
3,449 Views
22 Pages

Retrieving Rain Drop Size Distribution Moments from GPM Dual-Frequency Precipitation Radar

  • Merhala Thurai,
  • Viswanathan Bringi,
  • David Wolff,
  • David A. Marks,
  • Patrick N. Gatlin and
  • Matthew T. Wingo

20 November 2021

A novel method for retrieving the moments of rain drop size distribution (DSD) from the dual-frequency precipitation radar (DPR) onboard the global precipitation mission satellite (GPM) is presented. The method involves the estimation of two chosen r...

  • Article
  • Open Access
2 Citations
2,763 Views
17 Pages

20 November 2021

Combining auxiliary variables and field inventory data of forest parameters using the model-based approach is frequently used to produce synthetic estimates for small areas. These small areas arise when it may not be financially feasible to take grou...

  • Article
  • Open Access
1 Citations
3,348 Views
19 Pages

20 November 2021

The Advanced Himawari Imager (AHI) aboard the Himawari-8, a new generation of geostationary meteorological satellite, has high-frequency observation, which allows it to effectively capture atmospheric variations. In this paper, we have proposed an Im...

  • Article
  • Open Access
13 Citations
2,937 Views
20 Pages

20 November 2021

High-resolution Synthetic Aperture Radar (SAR), as an efficient Earth observation technology, can be used as a complementary means of observation for snow depth (SD) and can address the spatial heterogeneity of mountain snow. However, there is still...

  • Article
  • Open Access
16 Citations
6,515 Views
18 Pages

Spatiotemporal Trends of Bora Bora’s Shoreline Classification and Movement Using High-Resolution Imagery from 1955 to 2019

  • Emma Gairin,
  • Antoine Collin,
  • Dorothée James,
  • Tehani Maueau,
  • Yoann Roncin,
  • Lucas Lefort,
  • Franck Dolique,
  • Matthieu Jeanson and
  • David Lecchini

20 November 2021

Coastal urbanisation is a widespread phenomenon throughout the world and is often linked to increased erosion. Small Pacific islands are not spared from this issue, which is of great importance in the context of climate change. The French Polynesian...

  • Technical Note
  • Open Access
3 Citations
3,929 Views
15 Pages

20 November 2021

Global positioning satellite system (GPS) radio waves that reach the tropical lower troposphere are strongly affected by small-scale water vapor fluctuations. We examine along-the-ray simulations of the impact parameter at every ray integration step...

  • Article
  • Open Access
60 Citations
7,527 Views
31 Pages

Comparison of Tree-Structured Parzen Estimator Optimization in Three Typical Neural Network Models for Landslide Susceptibility Assessment

  • Guangzhi Rong,
  • Kaiwei Li,
  • Yulin Su,
  • Zhijun Tong,
  • Xingpeng Liu,
  • Jiquan Zhang,
  • Yichen Zhang and
  • Tiantao Li

20 November 2021

Landslides pose a constant threat to the lives and property of mountain people and may also cause geomorphological destruction such as soil and water loss, vegetation destruction, and land cover change. Landslide susceptibility assessment (LSA) is a...

  • Article
  • Open Access
5 Citations
3,859 Views
19 Pages

Monitoring the Spring Flood in Lena Delta with Hydrodynamic Modeling Based on SAR Satellite Products

  • Avi Putri Pertiwi,
  • Achim Roth,
  • Timo Schaffhauser,
  • Punit Kumar Bhola,
  • Felix Reuß,
  • Samuel Stettner,
  • Claudia Kuenzer and
  • Markus Disse

20 November 2021

Due to the remote location and the extreme climate, monitoring stations in Arctic rivers such as Lena in Siberia have been decreasing through time. Every year, after a long harsh winter, the accumulated snow on the Lena watershed melts, leading to th...

  • Article
  • Open Access
64 Citations
5,613 Views
20 Pages

20 November 2021

The rapid increase in infrastructural development in populated areas has had numerous adverse impacts. The rise in land surface temperature (LST) and its associated damage to urban ecological systems result from urban development. Understanding the c...

  • Article
  • Open Access
6 Citations
4,970 Views
20 Pages

Regional Ranking of Marine Turtle Nesting in Remote Western Australia by Integrating Traditional Ecological Knowledge and Remote Sensing

  • Anton D. Tucker,
  • Kellie L. Pendoley,
  • Kathy Murray,
  • Graham Loewenthal,
  • Chris Barber,
  • Jai Denda,
  • Gina Lincoln,
  • Dean Mathews,
  • Daniel Oades and
  • Ngarla Rangers
  • + 11 authors

20 November 2021

Western Australia’s remote Kimberley coastline spans multiple Traditional Owner estates. Marine turtle nesting distribution and abundance in Indigenous Protected Areas and newly declared Marine Parks were assessed by aerial photogrammetry surveys for...

  • Article
  • Open Access
65 Citations
9,452 Views
27 Pages

Unsupervised Deep Learning for Landslide Detection from Multispectral Sentinel-2 Imagery

  • Hejar Shahabi,
  • Maryam Rahimzad,
  • Sepideh Tavakkoli Piralilou,
  • Omid Ghorbanzadeh,
  • Saied Homayouni,
  • Thomas Blaschke,
  • Samsung Lim and
  • Pedram Ghamisi

20 November 2021

This paper proposes a new approach based on an unsupervised deep learning (DL) model for landslide detection. Recently, supervised DL models using convolutional neural networks (CNN) have been widely studied for landslide detection. Even though these...

  • Article
  • Open Access
4 Citations
3,016 Views
26 Pages

Proximal-Sensing-Powered Modelling of Energy-Water Fluxes in a Vineyard: A Spatial Resolution Analysis

  • Nicola Paciolla,
  • Chiara Corbari,
  • Antonino Maltese,
  • Giuseppe Ciraolo and
  • Marco Mancini

20 November 2021

Spatial resolution is a key parameter in energy–water surface flux modelling. In this research, scale effects are analyzed on fluxes modelled with the FEST-EWB model, by upscaling both its inputs and outputs separately. The main questions are: (a) if...

  • Article
  • Open Access
8 Citations
6,373 Views
21 Pages

20 November 2021

Deep learning-based models for building delineation from remotely sensed images face the challenge of producing precise and regular building outlines. This study investigates the combination of normalized digital surface models (nDSMs) with aerial im...

  • Article
  • Open Access
11 Citations
4,278 Views
20 Pages

Phase Shift Migration with Modified Coherent Factor Algorithm for MIMO-SAR 3D Imaging in THz Band

  • Guan Yang,
  • Chao Li,
  • Shiyou Wu,
  • Shen Zheng,
  • Xiaojun Liu and
  • Guangyou Fang

20 November 2021

In multiple-input-multiple-output synthetic aperture radar (MIMO-SAR) systems, sparse arrays are usually applied, resulting in increased sidelobes of the point spread function. In this paper, a phase shift migration (PSM) imaging algorithm based on t...

  • Article
  • Open Access
19 Citations
6,685 Views
19 Pages

Analysis of Landscape Connectivity among the Habitats of Asian Elephants in Keonjhar Forest Division, India

  • Bismay Ranjan Tripathy,
  • Xuehua Liu,
  • Melissa Songer,
  • Babar Zahoor,
  • W. M. S. Wickramasinghe and
  • Kirti Kumar Mahanta

19 November 2021

Land development has impacted natural landforms extensively, causing a decline in resources and negative consequences to elephant populations, habitats, and gene flow. Often, elephants seek to fulfill basic needs by wandering into nearby human commun...

  • Article
  • Open Access
33 Citations
4,534 Views
17 Pages

19 November 2021

Some essential water conservation areas in China have continuously suffered from various serious problems such as water pollution and water quality deterioration in recent decades and thus called for real-time water pollution monitoring system underw...

  • Article
  • Open Access
6 Citations
3,222 Views
15 Pages

Stitching and Geometric Modeling Approach Based on Multi-Slice Satellite Images

  • Longhui Wang,
  • Yan Zhang,
  • Tao Wang,
  • Yongsheng Zhang,
  • Zhenchao Zhang,
  • Ying Yu and
  • Lei Li

19 November 2021

Time delay and integration (TDI) charge-coupled device (CCD) is an image sensor for capturing images of moving objects at low light levels. This study examines the model construction of stitched TDI CCD original multi-slice images. The traditional ap...

  • Technical Note
  • Open Access
4 Citations
3,214 Views
13 Pages

19 November 2021

The Stratospheric Aerosol and Gas Experiment III (SAGE III) on the International Space Station (ISS) is widely accepted as a stable source for high-quality stratospheric ozone, aerosol, and water vapor measurements since it was installed on the ISS i...

  • Article
  • Open Access
12 Citations
3,358 Views
20 Pages

An Object- and Topology-Based Analysis (OTBA) Method for Mapping Rice-Crayfish Fields in South China

  • Haodong Wei,
  • Qiong Hu,
  • Zhiwen Cai,
  • Jingya Yang,
  • Qian Song,
  • Gaofei Yin and
  • Baodong Xu

19 November 2021

The rice-crayfish field (i.e., RCF), a newly emerging rice cultivation pattern, has greatly expanded in China in the last decade due to its significant ecological and economic benefits. The spatial distribution of RCFs is an important dataset for cro...

  • Article
  • Open Access
8 Citations
6,827 Views
18 Pages

Monitoring the Dynamics of Formby Sand Dunes Using Airborne LiDAR DTMs

  • Ahmed Mutasim Abdalla Mahmoud,
  • Ekbal Hussain,
  • Alessandro Novellino,
  • Panos Psimoulis and
  • Stuart Marsh

19 November 2021

Coastal dunes play an important role in coastal erosion risk management, where they act as a dynamic natural sea defence line. Formby coast is part of the Sefton coast in the Northwest of England and is one of the largest and most rapidly evolving sa...

  • Article
  • Open Access
11 Citations
4,580 Views
17 Pages

19 November 2021

Satellite altimetry over the oceans shows that the rate of sea-level rise is far from uniform, with reported regional rates up to two to three times the global mean rate of rise of ~3.3 mm/year during the altimeter era. The mechanisms causing the reg...

  • Article
  • Open Access
69 Citations
8,531 Views
17 Pages

19 November 2021

Crop maps are key inputs for crop inventory production and yield estimation and can inform the implementation of effective farm management practices. Producing these maps at detailed scales requires exhaustive field surveys that can be laborious, tim...

  • Technical Note
  • Open Access
7 Citations
3,051 Views
11 Pages

Assessment of Galileo E6B Data Demodulation Performance at High Latitudes: A Norwegian Vessel Case Study

  • Melania Susi,
  • Daniele Borio,
  • Ciro Gioia,
  • Morten Taraldsten Brunes,
  • Michael Dähnn,
  • Gro Grinde and
  • Christian Rost

19 November 2021

The Galileo High Accuracy Service (HAS) is currently in its testing phase, in which actual corrections are transmitted along with standard dummy messages. The dissemination of Precise Point Positioning (PPP) corrections is performed using an innovati...

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Remote Sens. - ISSN 2072-4292