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Remote Sensing, Volume 12, Issue 16

2020 August-2 - 158 articles

Cover Story: The Land Change Monitoring, Assessment, and Projection (LCMAP) project has released a suite of 10 annual land cover and land surface change datasets between 1985 and 2017 across the United States at a 30-m spatial resolution. This paper presents a method for automatically evaluating LCMAP results during the production phase based on 14 indices to quickly find and flag erroneous tiles (150 km × 150 km). The algorithm focused on using the local outlier factor analysis to find erroneous tiles through comparison with surrounding tiles. Our analysis showed that all local outlier scores for the published LCMAP tiles are below the outlier threshold. The overall agreement between LCMAP and the National Land Cover Database land cover products on a tile basis is above 71.5% and has an average of 89.1% across the 422 tiles in the conterminous United States. View this paper
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Articles (158)

  • Article
  • Open Access
28 Citations
6,884 Views
19 Pages

Mapping Sea Surface Height Using New Concepts of Kinematic GNSS Instruments

  • Clémence Chupin,
  • Valérie Ballu,
  • Laurent Testut,
  • Yann-Treden Tranchant,
  • Michel Calzas,
  • Etienne Poirier,
  • Thibault Coulombier,
  • Olivier Laurain,
  • Pascal Bonnefond and
  • Team FOAM Project

19 August 2020

For over 25 years, satellite altimetry observations have provided invaluable information about sea-level variations, from Global Mean Sea-Level to regional meso-scale variability. However, this information remains difficult to extract in coastal area...

  • Article
  • Open Access
55 Citations
6,648 Views
25 Pages

18 August 2020

Spectral reflectance-based vegetation indices have sensitive characteristics to crop growth and health conditions. The performance of each vegetation index to a certain condition is different and needs to be interpreted, correspondingly. This study a...

  • Article
  • Open Access
171 Citations
13,454 Views
25 Pages

Rice Crop Detection Using LSTM, Bi-LSTM, and Machine Learning Models from Sentinel-1 Time Series

  • Hugo Crisóstomo de Castro Filho,
  • Osmar Abílio de Carvalho Júnior,
  • Osmar Luiz Ferreira de Carvalho,
  • Pablo Pozzobon de Bem,
  • Rebeca dos Santos de Moura,
  • Anesmar Olino de Albuquerque,
  • Cristiano Rosa Silva,
  • Pedro Henrique Guimarães Ferreira,
  • Renato Fontes Guimarães and
  • Roberto Arnaldo Trancoso Gomes

18 August 2020

The Synthetic Aperture Radar (SAR) time series allows describing the rice phenological cycle by the backscattering time signature. Therefore, the advent of the Copernicus Sentinel-1 program expands studies of radar data (C-band) for rice monitoring a...

  • Article
  • Open Access
19 Citations
8,222 Views
23 Pages

ALS-Based Detection of Past Human Activities in the Białowieża Forest—New Evidence of Unknown Remains of Past Agricultural Systems

  • Krzysztof Stereńczak,
  • Rafał Zapłata,
  • Jarosław Wójcik,
  • Bartłomiej Kraszewski,
  • Miłosz Mielcarek,
  • Krzysztof Mitelsztedt,
  • Małgorzata Białczak,
  • Grzegorz Krok,
  • Łukasz Kuberski and
  • Chris J. Cieszewski
  • + 10 authors

18 August 2020

The Białowieża Forest (BF), a unique ecosystem of historical significance in central Europe, has a long history of assumed human settlement, with at least 200 known archaeological sites (until 2016). This study uncovers new evidence of the cultural h...

  • Article
  • Open Access
10 Citations
4,058 Views
15 Pages

Efficient Location and Extraction of the Iceberg Calved Areas of the Antarctic Ice Shelves

  • Mengzhen Qi,
  • Yan Liu,
  • Yijing Lin,
  • Fengming Hui,
  • Teng Li and
  • Xiao Cheng

18 August 2020

Continuous, rapid, and precise monitoring of calving events contributes to an in-depth understanding of calving mechanisms, which have the potential to cause significant mass loss from the Antarctic ice sheet. The difficulties in the precise monitori...

  • Article
  • Open Access
6 Citations
4,010 Views
21 Pages

Primary Evaluation of the GCOM-C Aerosol Products at 380 nm Using Ground-Based Sky Radiometer Observations

  • Hossain Mohammed Syedul Hoque,
  • Hitoshi Irie,
  • Alessandro Damiani and
  • Masahiro Momoi

18 August 2020

The Global Change Observation Mission-Climate (GCOM-C) is currently the only satellite sensor providing aerosol optical thickness (AOT) in the ultraviolet (UV) region during the morning overpass time. The observations in the UV region are important t...

  • Article
  • Open Access
14 Citations
4,279 Views
21 Pages

18 August 2020

The global coverage of Chlorophyll-a concentration (Chl-a) has been continuously available from ocean color satellite sensors since September 1997 and the Chl-a data (1997–2019) were used to produce a climatological dataset by averaging Chl-a v...

  • Article
  • Open Access
18 Citations
4,491 Views
17 Pages

18 August 2020

Every year, many countries carry out landslide susceptibility analyses to establish and manage countermeasures and reduce the damage caused by landslides. Because increases in the areas of landslides lead to new landslides, there is a growing need fo...

  • Article
  • Open Access
11 Citations
4,245 Views
22 Pages

18 August 2020

Land Surface Models (LSM) have become indispensable tools to quantify water and nutrient fluxes in support of land management strategies or the prediction of climate change impacts. However, the utilization of LSM requires soil and vegetation paramet...

  • Review
  • Open Access
1,059 Citations
60,539 Views
40 Pages

Recent Advances of Hyperspectral Imaging Technology and Applications in Agriculture

  • Bing Lu,
  • Phuong D. Dao,
  • Jiangui Liu,
  • Yuhong He and
  • Jiali Shang

18 August 2020

Remote sensing is a useful tool for monitoring spatio-temporal variations of crop morphological and physiological status and supporting practices in precision farming. In comparison with multispectral imaging, hyperspectral imaging is a more advanced...

  • Article
  • Open Access
28 Citations
7,159 Views
24 Pages

Bayesian Calibration of the Aquacrop-OS Model for Durum Wheat by Assimilation of Canopy Cover Retrieved from VENµS Satellite Data

  • Deepak Upreti,
  • Stefano Pignatti,
  • Simone Pascucci,
  • Massimo Tolomio,
  • Wenjiang Huang and
  • Raffaele Casa

18 August 2020

Crop growth models play an important role in agriculture management, allowing, for example, the spatialized estimation of crop yield information. However, crop model parameter calibration is a mandatory step for their application. The present work fo...

  • Article
  • Open Access
29 Citations
7,466 Views
19 Pages

Estimates of Conservation Tillage Practices Using Landsat Archive

  • Peter C. Beeson,
  • Craig S.T. Daughtry and
  • Steven A. Wallander

18 August 2020

The USDA Environmental Quality Incentives Program (EQIP) provides financial assistance to encourage producers to adopt conservation practices. Historically, one of the most common practices is conservation tillage, primarily the use of no-till planti...

  • Article
  • Open Access
19 Citations
5,111 Views
17 Pages

Shoreline Extraction from WorldView2 Satellite Data in the Presence of Foam Pixels Using Multispectral Classification Method

  • Audrey Minghelli,
  • Jérôme Spagnoli,
  • Manchun Lei,
  • Malik Chami and
  • Sabine Charmasson

18 August 2020

Foam is often present in satellite images of coastal areas and can lead to serious errors in the detection of shorelines especially when processing high spatial resolution images (<20 m). This study focuses on shoreline extraction and shoreline ev...

  • Article
  • Open Access
11 Citations
4,899 Views
19 Pages

Novel Pole Photogrammetric System for Low-Cost Documentation of Archaeological Sites: The Case Study of “Cueva Pintada”

  • Susana Del Pozo,
  • Pablo Rodríguez-Gonzálvez,
  • David Hernández-López,
  • Jorge Onrubia-Pintado,
  • Diego Guerrero-Sevilla and
  • Diego González-Aguilera

17 August 2020

Close-range photogrammetry is a powerful and widely used technique for 3D reconstruction of archaeological environments, specifically when a high-level detail is required. This paper presents an innovative low-cost system that allows high quality and...

  • Article
  • Open Access
6 Citations
4,992 Views
22 Pages

17 August 2020

A framework is proposed for understanding the efficacy of the microwave radiative transfer model (RTM) of soil moisture with different support scales, seasonality (time), hydroclimates, and aggregation (scaling) methods. In this paper, the sensitivit...

  • Article
  • Open Access
23 Citations
5,087 Views
18 Pages

17 August 2020

Visual object tracking in unmanned aerial vehicle (UAV) videos plays an important role in a variety of fields, such as traffic data collection, traffic monitoring, as well as film and television shooting. However, it is still challenging to track the...

  • Article
  • Open Access
24 Citations
4,602 Views
18 Pages

17 August 2020

Dual one-way inter-satellite link (ISL) pseudoranges of BDS-3 satellites can be introduced as an additional measurement along with L-band pseudoranges and phases to improve the accuracy of precise orbit determination (POD). In the existing research,...

  • Article
  • Open Access
60 Citations
5,422 Views
20 Pages

Dynamic Influence Elimination and Chlorophyll Content Diagnosis of Maize Using UAV Spectral Imagery

  • Lang Qiao,
  • Dehua Gao,
  • Junyi Zhang,
  • Minzan Li,
  • Hong Sun and
  • Junyong Ma

17 August 2020

In order to improve the diagnosis accuracy of chlorophyll content in maize canopy, the remote sensing image of maize canopy with multiple growth stages was acquired by using an unmanned aerial vehicle (UAV) equipped with a spectral camera. The dynami...

  • Article
  • Open Access
69 Citations
8,946 Views
20 Pages

Remote Sensing of Agricultural Greenhouses and Plastic-Mulched Farmland: An Analysis of Worldwide Research

  • Rafael Jiménez-Lao,
  • Fernando J. Aguilar,
  • Abderrahim Nemmaoui and
  • Manuel A. Aguilar

17 August 2020

The total area of plastic-covered crops of 3019 million hectares has been increasing steadily around the world, particularly in the form of crops maintained under plastic-covered greenhouses to control their environmental conditions and their growth,...

  • Article
  • Open Access
150 Citations
19,818 Views
19 Pages

Investigating Detection of Floating Plastic Litter from Space Using Sentinel-2 Imagery

  • Kyriacos Themistocleous,
  • Christiana Papoutsa,
  • Silas Michaelides and
  • Diofantos Hadjimitsis

17 August 2020

Plastic litter floating in the ocean is a significant problem on a global scale. This study examines whether Sentinel-2 satellite images can be used to identify plastic litter on the sea surface for monitoring, collection and disposal. A pilot study...

  • Article
  • Open Access
19 Citations
5,027 Views
20 Pages

17 August 2020

The alpine timberline, an ecosystem ecotone, indicates climatic change and is tending to shift toward higher altitudes because of an increase in global warming. However, spatiotemporal variations of the alpine timberline are not consistent on a globa...

  • Feature Paper
  • Article
  • Open Access
20 Citations
9,077 Views
21 Pages

17 August 2020

The Ocean and Land Colour Instrument (OLCI) on-board Sentinel-3 (2016–present) was designed with similar mechanical and optical characteristics to the Envisat Medium Resolution Imaging Spectrometer (MERIS) (2002–2012) to ensure continuity with a numb...

  • Article
  • Open Access
26 Citations
6,688 Views
21 Pages

17 August 2020

Hyperspectral imaging is a rich source of data, allowing for a multitude of effective applications. However, such imaging remains challenging because of large data dimension and, typically, a small pool of available training examples. While deep lear...

  • Article
  • Open Access
11 Citations
4,124 Views
24 Pages

Delineation of Crop Field Areas and Boundaries from UAS Imagery Using PBIA and GEOBIA with Random Forest Classification

  • Odysseas Vlachopoulos,
  • Brigitte Leblon,
  • Jinfei Wang,
  • Ataollah Haddadi,
  • Armand LaRocque and
  • Greg Patterson

16 August 2020

Unmanned aircraft systems (UAS) have been proven cost- and time-effective remote-sensing platforms for precision agriculture applications. This study presents a method for automatic delineation of field areas and boundaries that uses UAS multispectra...

  • Article
  • Open Access
47 Citations
5,659 Views
18 Pages

CIST: An Improved ISAR Imaging Method Using Convolution Neural Network

  • Shunjun Wei,
  • Jiadian Liang,
  • Mou Wang,
  • Xiangfeng Zeng,
  • Jun Shi and
  • Xiaoling Zhang

16 August 2020

Compressive sensing (CS) has been widely utilized in inverse synthetic aperture radar (ISAR) imaging, since ISAR measured data are generally non-completed in cross-range direction, and CS-based imaging methods can obtain high-quality imaging results...

  • Article
  • Open Access
26 Citations
6,522 Views
39 Pages

The ESA Permanent Facility for Altimetry Calibration: Monitoring Performance of Radar Altimeters for Sentinel-3A, Sentinel-3B and Jason-3 Using Transponder and Sea-Surface Calibrations with FRM Standards

  • Stelios Mertikas,
  • Achilleas Tripolitsiotis,
  • Craig Donlon,
  • Constantin Mavrocordatos,
  • Pierre Féménias,
  • Franck Borde,
  • Xenophon Frantzis,
  • Costas Kokolakis,
  • Thierry Guinle and
  • Robert Cullen
  • + 2 authors

16 August 2020

This work presents the latest calibration results for the Copernicus Sentinel-3A and -3B and the Jason-3 radar altimeters as determined by the Permanent Facility for Altimetry Calibration (PFAC) in west Crete, Greece. Radar altimeters are used to pro...

  • Article
  • Open Access
19 Citations
5,386 Views
14 Pages

Determination of Cloud Motion Applying the Lucas-Kanade Method to Sky Cam Imagery

  • Román Mondragón,
  • Joaquín Alonso-Montesinos,
  • David Riveros-Rosas and
  • Roberto Bonifaz

16 August 2020

The atmospheric conditions existing where concentrated solar power plants (CSP) are installed need to be carefully studied. A very important reason for this is because the presence of clouds causes drops in electricity generated from solar energy. Th...

  • Technical Note
  • Open Access
9 Citations
4,129 Views
14 Pages

15 August 2020

Monitoring the dynamic responses of bridge structures has received considerable attention. It is important to synchronously measure both the quasi-static and dynamic displacements of bridge structures. However, the traditional accelerometer method ca...

  • Article
  • Open Access
76 Citations
8,951 Views
19 Pages

SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy

  • Emanuele Dalsasso,
  • Xiangli Yang,
  • Loïc Denis,
  • Florence Tupin and
  • Wen Yang

15 August 2020

Speckle reduction is a longstanding topic in synthetic aperture radar (SAR) images. Many different schemes have been proposed for the restoration of intensity SAR images. Among the different possible approaches, methods based on convolutional neural...

  • Feature Paper
  • Article
  • Open Access
1 Citations
3,970 Views
24 Pages

15 August 2020

We proposed a cloud discrimination method applicable in Japan using MODIS nighttime data, monitored the singularity of the spatiotemporal correlation of surface temperature anomalies and investigated the possibility of detecting and monitoring lava a...

  • Article
  • Open Access
40 Citations
7,951 Views
24 Pages

A Multi-Sensor Unoccupied Aerial System Improves Characterization of Vegetation Composition and Canopy Properties in the Arctic Tundra

  • Dedi Yang,
  • Ran Meng,
  • Bailey D. Morrison,
  • Andrew McMahon,
  • Wouter Hantson,
  • Daniel J. Hayes,
  • Amy L. Breen,
  • Verity G. Salmon and
  • Shawn P. Serbin

15 August 2020

Changes in vegetation distribution, structure, and function can modify the canopy properties of terrestrial ecosystems, with potential consequences for regional and global climate feedbacks. In the Arctic, climate is warming twice as fast as compared...

  • Article
  • Open Access
26 Citations
4,952 Views
15 Pages

Population Characteristics of Loess Gully System in the Loess Plateau of China

  • Jiaming Na,
  • Xin Yang,
  • Guoan Tang,
  • Weiqin Dang and
  • Josef Strobl

15 August 2020

Gullies in the Loess Plateau of China vary in developmental stages and morphologic sizes. In this case study, in Linjialian watershed in the loess hilly region, we introduced some perspectives from population ecology to explore the population charact...

  • Article
  • Open Access
26 Citations
5,916 Views
23 Pages

14 August 2020

The Fengyun-4A (FY-4A) Lightning Mapping Imager (LMI) is the first satellite-borne lightning imager developed in China, which can detect lightning over China and its neighboring regions based on a geostationary satellite platform. In this study, the...

  • Article
  • Open Access
9 Citations
5,290 Views
23 Pages

14 August 2020

Hyperspectral remote-sensing instruments on unmanned aerial vehicles (UAVs), aircraft and satellites offer new opportunities for sea ice observations. We present the first study using airborne hyperspectral imagery of Arctic sea ice and evaluate two...

  • Article
  • Open Access
37 Citations
10,457 Views
18 Pages

14 August 2020

The timely and accurate mapping and monitoring of mine tailings dams is crucial to the improvement of management practices by decision makers and to the prevention of disasters caused by failures of these dams. Due to the complex topography, varying...

  • Article
  • Open Access
22 Citations
7,589 Views
21 Pages

A Comparison of Low-Cost Sensor Systems in Automatic Cloud-Based Indoor 3D Modeling

  • Matias Ingman,
  • Juho-Pekka Virtanen,
  • Matti T. Vaaja and
  • Hannu Hyyppä

14 August 2020

The automated 3D modeling of indoor spaces is a rapidly advancing field, in which recent developments have made the modeling process more accessible to consumers by lowering the cost of instruments and offering a highly automated service for 3D model...

  • Article
  • Open Access
10 Citations
4,996 Views
20 Pages

Inter-Comparison of AIRS Temperature and Relative Humidity Profiles with AMMA and DACCIWA Radiosonde Observations over West Africa

  • Marian Amoakowaah Osei,
  • Leonard Kofitse Amekudzi,
  • Craig R. Ferguson and
  • Sylvester Kojo Danuor

14 August 2020

The vertical profiles of temperature and water vapour from the Atmospheric InfraRed Sounder (AIRS) have been validated across various regions of the globe as an effort to provide a substitute for radiosonde observations. However, there is a paucity o...

  • Article
  • Open Access
27 Citations
4,779 Views
16 Pages

14 August 2020

Most of the world’s glaciers have retreated significantly against the background of recent climate warming, while reports have indicated that the glaciers in the West Kunlun Mountains (WKL) may be in a relatively stable state, although there ar...

  • Article
  • Open Access
16 Citations
5,417 Views
20 Pages

Localized Subsidence Zones in Gävle City Detected by Sentinel-1 PSI and Leveling Data

  • Nureldin A. A. Gido,
  • Mohammad Bagherbandi and
  • Faramarz Nilfouroushan

14 August 2020

Among different sets of constraints and hazards that have to be considered in the management of cities and land use, land surface subsidence is one of the important issues that can lead to many problems, and its economic consequences cannot be ignore...

  • Article
  • Open Access
111 Citations
21,383 Views
27 Pages

14 August 2020

An analysis of almost 200 references has been carried out in order to obtain knowledge about the DEM (Digital Elevation Model) accuracy assessment methods applied in the last three decades. With regard to grid DEMs, 14 aspects related to the accuracy...

  • Letter
  • Open Access
16 Citations
4,219 Views
11 Pages

14 August 2020

Using numerical model outputs as a bridge, an indirect validation method for remote sensing data was developed to increase the number of effective collocations between remote sensing data to be validated and reference data. The underlying idea for th...

  • Article
  • Open Access
8 Citations
7,258 Views
27 Pages

Impairing Land Registry: Social, Demographic, and Economic Determinants of Forest Classification Errors

  • Maciej Adamiak,
  • Mirosław Biczkowski,
  • Katarzyna Leśniewska-Napierała,
  • Marta Nalej and
  • Tomasz Napierała

14 August 2020

This paper investigates the social, demographic, and economic factors determining differences between forest identification based on remote sensing techniques and land registry. The Database of Topographic Objects and Sentinel-2 satellite imagery dat...

  • Article
  • Open Access
28 Citations
5,624 Views
21 Pages

Neural Network Training for the Detection and Classification of Oceanic Mesoscale Eddies

  • Oliverio J. Santana,
  • Daniel Hernández-Sosa,
  • Jeffrey Martz and
  • Ryan N. Smith

14 August 2020

Recent advances in deep learning have made it possible to use neural networks for the detection and classification of oceanic mesoscale eddies from satellite altimetry data. Various neural network models have been proposed in recent years to address...

  • Article
  • Open Access
31 Citations
5,389 Views
22 Pages

Climatology Characteristics of Ionospheric Irregularities Described with GNSS ROTI

  • Kacper Kotulak,
  • Irina Zakharenkova,
  • Andrzej Krankowski,
  • Iurii Cherniak,
  • Ningbo Wang and
  • Adam Fron

14 August 2020

At equatorial and high latitudes, the intense ionospheric irregularities and plasma density gradients can seriously affect the performances of radio communication and satellite-based navigation systems; that represents a challenging topic for the sci...

  • Article
  • Open Access
12 Citations
4,867 Views
24 Pages

14 August 2020

Texture information allows characterizing the regions of interest in a scene. It refers to the spatial organization of the fundamental microstructures in natural images. Texture extraction has been a challenging problem in the field of image processi...

  • Article
  • Open Access
6 Citations
3,614 Views
18 Pages

13 August 2020

Global Navigation Satellite Systems (GNSSs) are commonly used for positioning vehicles in open areas. Yet a GNSS frequently encounters loss of lock in urban areas. This paper presents a new real-time localization system using measurements from vehicl...

  • Article
  • Open Access
12 Citations
4,181 Views
20 Pages

13 August 2020

This paper addresses the issue of how the selection of buoys and the calculation of altimeter averages affect the metrics characterising the errors of altimetric wave height estimates. The use of a 51-point median reduces the sensitivity to occasiona...

  • Article
  • Open Access
11 Citations
6,293 Views
17 Pages

Variations of Mass Balance of the Greenland Ice Sheet from 2002 to 2019

  • Yaqiong Mu,
  • Yanqiang Wei,
  • Jinkui Wu,
  • Yongjian Ding,
  • Donghui Shangguan and
  • Di Zeng

13 August 2020

The melting of the polar ice caps is considered to be an essential factor for global sea-level rise and has received significant attention. Quantitative research on ice cap mass changes is critical in global climate change. In this study, GRACE JPL R...

  • Article
  • Open Access
28 Citations
8,111 Views
27 Pages

Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data

  • Arto Viinikka,
  • Pekka Hurskainen,
  • Sarita Keski-Saari,
  • Sonja Kivinen,
  • Topi Tanhuanpää,
  • Janne Mäyrä,
  • Laura Poikolainen,
  • Petteri Vihervaara and
  • Timo Kumpula

13 August 2020

Sustainable forest management increasingly highlights the maintenance of biological diversity and requires up-to-date information on the occurrence and distribution of key ecological features in forest environments. European aspen (Populus tremula L....

  • Article
  • Open Access
32 Citations
9,409 Views
31 Pages

SAR Sentinel 1 Imaging and Detection of Palaeo-Landscape Features in the Mediterranean Area

  • Abdelaziz Elfadaly,
  • Nicodemo Abate,
  • Nicola Masini and
  • Rosa Lasaponara

13 August 2020

The use of satellite radar in landscape archaeology offers great potential for manifold applications, such as the detection of ancient landscape features and anthropogenic transformations. Compared to optical data, the use and interpretation of radar...

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Remote Sens. - ISSN 2072-4292