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Remote Sensing, Volume 11, Issue 18

2019 September-2 - 116 articles

Cover Story: Time-variable gravity field models derived from observations of the joint US/German GRACE mission (2002–2017) enabled a multitude of studies of Earth surface mass transport processes related to climate change. The German Research Centre for Geosciences (GFZ), routinely processing and providing such monthly gravity fields, has reprocessed the complete GRACE mission data and released an improved monthly gravity field time series labeled GFZ RL06. This study provides an insight into the processing strategy of GFZ RL06 and describes the modifications relative to the precursor RL05a. Furthermore, the quality of the GFZ RL06 gravity field models is analyzed and discussed in comparison to RL05a. It is demonstrated that significant improvements of about 40% in terms of noise reduction have been achieved, as well as a better consistency of the time series and more realistic error estimates. View this paper.
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Articles (116)

  • Article
  • Open Access
26 Citations
5,659 Views
26 Pages

Deriving Aerosol Absorption Properties from Solar Ultraviolet Radiation Spectral Measurements at Thessaloniki, Greece

  • Ilias Fountoulakis,
  • Athanasios Natsis,
  • Nikolaos Siomos,
  • Theano Drosoglou and
  • Alkiviadis F. Bais

19 September 2019

The gap in knowledge regarding the radiative effects of aerosols in the UV region of the solar spectrum is large, mainly due to the lack of systematic measurements of the aerosol single scattering albedo (SSA) and absorption optical depth (AAOD). In...

  • Article
  • Open Access
10 Citations
3,982 Views
17 Pages

Dip Filter and Random Noise Suppression for GPR B-Scan Data Based on a Hybrid Method in f - x Domain

  • Xuebing Zhang,
  • Xuan Feng,
  • Zhijia Zhang,
  • Zhiliang Kang,
  • Yuan Chai,
  • Qin You and
  • Liang Ding

19 September 2019

Ground-penetrating radar (GPR) is a close-range remote-sensing tool applied in a great many near-surface projects for engineering or environmental purposes. In GPR B-scans, there may exist a variety of reflections and diffractions that corresponds to...

  • Article
  • Open Access
9 Citations
4,540 Views
21 Pages

On-Orbit Radiance Calibration of Nighttime Sensor of LuoJia1-01 Satellite Based on Lunar Observations

  • Yonghua Jiang,
  • Yingrui Shi,
  • Litao Li,
  • Miaozhong Xu,
  • Wenzhi Zeng,
  • Yang Jiang and
  • Zhen Li

19 September 2019

The high-resolution nighttime light (NTL) data of the LuoJia1-01 NTL remote sensing satellite has enriched the available data of NTL remote sensing applications. The radiance calibration used as a reference to convert the digital number (DN) recorded...

  • Article
  • Open Access
7 Citations
3,568 Views
28 Pages

19 September 2019

One of the threats that has a significant impact on the conservation status and on the preservation of non-forest Natura 2000 habitats, is secondary succession, which is currently analyzed using airborne laser scanning (ALS) data. However, learning a...

  • Letter
  • Open Access
27 Citations
5,715 Views
13 Pages

19 September 2019

On 15 November 2017, liquefaction phenomena were observed around the epicenter after a 5.4 magnitude earthquake occurred in Pohang in southeast Korea. In this study, we attempted to detect areas of sudden water content increase by using SAR (syntheti...

  • Feature Paper
  • Article
  • Open Access
22 Citations
4,727 Views
23 Pages

19 September 2019

The Operational Linescan System (OLS) carried by the National Defense Meteorological Satellite Program (DMSP) can capture the weak visible radiation emitted from earth at night and produce a series of annual cloudless nighttime light (NTL) images, ef...

  • Article
  • Open Access
54 Citations
9,500 Views
43 Pages

19 September 2019

Due to the importance of coastline detection in coastal studies, different methods have been developed in recent decades in accordance with the evolution of measuring techniques such as remote sensing. This work proposes an automatic methodology with...

  • Editorial
  • Open Access
2 Citations
3,167 Views
4 Pages

19 September 2019

This Special Issue is a collection of papers reporting research on various aspects of coupled data assimilation in Earth system models. It includes contributions presenting recent progress in ocean–atmosphere, land–atmosphere, and soil&nd...

  • Article
  • Open Access
4 Citations
4,305 Views
15 Pages

18 September 2019

Satellite estimation of oceanic chlorophyll-a content has enabled characterization of global phytoplankton stocks, but the quality of retrieval for many ocean color products (including chlorophyll-a) degrades with increasing phytoplankton biomass in...

  • Article
  • Open Access
3 Citations
3,972 Views
15 Pages

18 September 2019

The AERONET (Aerosol Robotic Network) global network provides estimations of broadband solar radiative fluxes at the surface and at the TOA (Top-Of-the-Atmosphere). This paper reports on the validation of AERONET flux estimations at the TOA with the...

  • Article
  • Open Access
4 Citations
4,860 Views
33 Pages

Concept Development and Risk Reduction for MISTiC Winds, A Micro-Satellite Constellation Approach for Vertically Resolved Wind and IR Sounding Observations in the Troposphere

  • Kevin Maschhoff,
  • John Polizotti,
  • Hartmut Aumann,
  • Joel Susskind,
  • Dennis Bowler,
  • Christopher Gittins,
  • Mark Janelle and
  • Samuel Fingerman

18 September 2019

MISTiC Winds is an instrument and constellation mission approach to simultaneously observe the global thermodynamic state and the vertically resolved horizontal wind field in the troposphere from LEO SSO. The instrument is a wide-field imaging spectr...

  • Article
  • Open Access
42 Citations
4,898 Views
23 Pages

18 September 2019

Sea ice is one of the causes of marine disasters. The classification of sea ice images is an important part of sea ice detection. The labeled samples in hyperspectral sea ice image classification are difficult to acquire, which causes minor sample pr...

  • Letter
  • Open Access
60 Citations
6,254 Views
15 Pages

Ship Detection Using a Fully Convolutional Network with Compact Polarimetric SAR Images

  • Qiancong Fan,
  • Feng Chen,
  • Ming Cheng,
  • Shenlong Lou,
  • Rulin Xiao,
  • Biao Zhang,
  • Cheng Wang and
  • Jonathan Li

18 September 2019

Compact polarimetric synthetic aperture radar (CP SAR), as a new technique or observation system, has attracted much attention in recent years. Compared with quad-polarization SAR (QP SAR), CP SAR provides an observation with a wider swath, while, co...

  • Article
  • Open Access
14 Citations
4,046 Views
18 Pages

18 September 2019

In order to discuss potential sustainability issues of expanding silage maize cultivation in Rhineland-Palatinate, spatially explicit monitoring is necessary. Publicly available statistical records are often not a sufficient basis for extensive resea...

  • Article
  • Open Access
33 Citations
6,323 Views
21 Pages

18 September 2019

To accurately detect ships of arbitrary orientation in optical remote sensing images, we propose a two-stage CNN-based ship-detection method based on the ship center and orientation prediction. Center region prediction network and ship orientation cl...

  • Article
  • Open Access
23 Citations
5,914 Views
26 Pages

Hybrid Urban Canyon Pedestrian Navigation Scheme Combined PDR, GNSS and Beacon Based on Smartphone

  • Junhua Ye,
  • Yaxin Li,
  • Huan Luo,
  • Jingxian Wang,
  • Wu Chen and
  • Qin Zhang

18 September 2019

This study presents a comprehensive urban canyon pedestrian navigation scheme. This scheme combines smart phone internal MEMS sensors, GNSS and beacon observations together. Heading estimation is generally a key issue of the PDR algorithm. We design...

  • Article
  • Open Access
20 Citations
6,516 Views
28 Pages

Unrest at Domuyo Volcano, Argentina, Detected by Geophysical and Geodetic Data and Morphometric Analysis

  • Ana Astort,
  • Thomas R. Walter,
  • Francisco Ruiz,
  • Lucía Sagripanti,
  • Andrés Nacif,
  • Gemma Acosta and
  • Andrés Folguera

18 September 2019

New volcanic unrest has been detected in the Domuyo Volcanic Center (DVC), to the east of the Andes Southern Volcanic Zone in Argentina. To better understand this activity, we investigated new seismic monitoring data, gravimetric and magnetic campaig...

  • Article
  • Open Access
42 Citations
9,350 Views
23 Pages

18 September 2019

Detecting objects in aerial images is a challenging task due to multiple orientations and relatively small size of the objects. Although many traditional detection models have demonstrated an acceptable performance by using the imagery pyramid and mu...

  • Feature Paper
  • Letter
  • Open Access
50 Citations
11,067 Views
11 Pages

17 September 2019

Plastic pollution in the world’s natural waters is of growing concern and currently receiving significant attention. However, remote sensing of marine plastic litter is still in the developmental stage. Most progress has been made in spectral r...

  • Article
  • Open Access
21 Citations
3,842 Views
23 Pages

Analysis of Ship Detection Performance with Full-, Compact- and Dual-Polarimetric SAR

  • Chenghui Cao,
  • Jie Zhang,
  • Junmin Meng,
  • Xi Zhang and
  • Xingpeng Mao

17 September 2019

Polarimetric synthetic aperture radar (SAR) is currently drawing more attention due to its advantage in Earth observations, especially in ship detection. In order to establish a reliable feature selection method for marine vessel monitoring purposes,...

  • Technical Note
  • Open Access
2 Citations
3,914 Views
18 Pages

17 September 2019

In this paper, we present a novel method for change-pattern mining in Synthetic Aperture Radar (SAR) image time series based on a distance matrix clustering algorithm, called K-Matrix. As it is different from the state-of-the-art methods, which analy...

  • Feature Paper
  • Article
  • Open Access
20 Citations
4,469 Views
30 Pages

17 September 2019

The combination of decameter resolution Sentinel 2 and hectometer resolution VIIRS offers the potential to quantify urban morphology at scales spanning the range from individual objects to global scale settlement networks. Multi-season spectral chara...

  • Article
  • Open Access
27 Citations
5,850 Views
28 Pages

A High-Resolution Airborne Color-Infrared Camera Water Mask for the NASA ABoVE Campaign

  • Ethan D. Kyzivat,
  • Laurence C. Smith,
  • Lincoln H. Pitcher,
  • Jessica V. Fayne,
  • Sarah W. Cooley,
  • Matthew G. Cooper,
  • Simon N. Topp,
  • Theodore Langhorst,
  • Merritt E. Harlan and
  • Tamlin M. Pavelsky
  • + 2 authors

17 September 2019

The airborne AirSWOT instrument suite, consisting of an interferometric Ka-band synthetic aperture radar and color-infrared (CIR) camera, was deployed to northern North America in July and August 2017 as part of the NASA Arctic-Boreal Vulnerability E...

  • Article
  • Open Access
43 Citations
5,230 Views
22 Pages

Partial Linear NMF-Based Unmixing Methods for Detection and Area Estimation of Photovoltaic Panels in Urban Hyperspectral Remote Sensing Data

  • Moussa Sofiane Karoui,
  • Fatima Zohra Benhalouche,
  • Yannick Deville,
  • Khelifa Djerriri,
  • Xavier Briottet,
  • Thomas Houet,
  • Arnaud Le Bris and
  • Christiane Weber

17 September 2019

High-spectral-resolution hyperspectral data are acquired by sensors that gather images from hundreds of narrow and contiguous bands of the electromagnetic spectrum. These data offer unique opportunities for characterization and precise land surface r...

  • Editorial
  • Open Access
4 Citations
4,536 Views
5 Pages

16 September 2019

The land is of particular importance to the human being, not only because it is our, as well as terrestrial biomes’, habitat, but the land surface also plays a unique role in the Earth system [...]

  • Article
  • Open Access
29 Citations
8,632 Views
18 Pages

16 September 2019

Fuego volcano (Guatemala) is one of the most active and hazardous volcanoes in the world. Its persistent activity generates lava flows, pyroclastic density currents (PDCs), and lahars that threaten the surrounding areas and produce frequent morpholog...

  • Article
  • Open Access
20 Citations
28,377 Views
24 Pages

Airborne LiDAR Reveals a Vast Archaeological Landscape at the Nan Madol World Heritage Site

  • Douglas C. Comer,
  • Jacob A. Comer,
  • Ioana A. Dumitru,
  • William S. Ayres,
  • Maureece J. Levin,
  • Katherine A. Seikel,
  • Devin A. White and
  • Michael J. Harrower

16 September 2019

An airborne LiDAR survey of the Nan Madol World Heritage Site and adjacent Temwen Island revealed a complex, irrigated cultivation system, the first found in the Central and Eastern Caroline Islands. This informs the goals of the sustainable conserva...

  • Article
  • Open Access
4 Citations
4,347 Views
17 Pages

Novel Multi-Scale Filter Profile-Based Framework for VHR Remote Sensing Image Classification

  • Zhiyong Lv,
  • Guangfei Li,
  • Yixiang Chen and
  • Jón Atli Benediktsson

16 September 2019

Filter is a well-known tool for noise reduction of very high spatial resolution (VHR) remote sensing images. However, a single-scale filter usually demonstrates limitations in covering various targets with different sizes and shapes in a given image...

  • Article
  • Open Access
77 Citations
11,837 Views
25 Pages

Combined Use of Terrestrial Laser Scanning and UAV Photogrammetry in Mapping Alpine Terrain

  • Ján Šašak,
  • Michal Gallay,
  • Ján Kaňuk,
  • Jaroslav Hofierka and
  • Jozef Minár

16 September 2019

Airborne and terrestrial laser scanning and close-range photogrammetry are frequently used for very high-resolution mapping of land surface. These techniques require a good strategy of mapping to provide full visibility of all areas otherwise the res...

  • Article
  • Open Access
45 Citations
7,334 Views
23 Pages

16 September 2019

Along with the advancement of light-weight sensing and processing technologies, unmanned aerial vehicles (UAVs) have recently become popular platforms for intelligent traffic monitoring and control. UAV-mounted cameras can capture traffic-flow videos...

  • Article
  • Open Access
75 Citations
8,590 Views
25 Pages

16 September 2019

Hainan Island is the second-largest island in China and has the most species-diverse mangrove forests in the country. To date, the height and aboveground ground biomass (AGB) of the mangrove forests on Hainan Island are unknown, partly as a result of...

  • Article
  • Open Access
23 Citations
4,252 Views
18 Pages

Multi-Sensor Geodetic Observations and Modeling of the 2017 Mw 6.3 Jinghe Earthquake

  • Wenyu Gong,
  • Yingfeng Zhang,
  • Tao Li,
  • Shaoyan Wen,
  • Dezheng Zhao,
  • Liyan Hou and
  • Xinjian Shan

16 September 2019

The Mw 6.3 Jinghe earthquake struck Xingjiang Province, China, on 8 August 2017 (05:15:04 UTC); the epicenter was near the Kusongmuxieke Piedmont Fault (KPF) of the northern Tian Shan Mountains. We used multi-source and multi-track satellite Syntheti...

  • Article
  • Open Access
16 Citations
3,858 Views
23 Pages

16 September 2019

The satellite, Ice, Cloud and Land Elevation Satellite-2 (ICESat-2) has been equipped with a new type of spaceborne laser altimeter, which has the benefits of having small footprints and a high repetition rate, and it can produce dense footprints on...

  • Editorial
  • Open Access
6 Citations
3,860 Views
7 Pages

15 September 2019

Evapotranspiration (ET) is a critical component of the water and energy balances, and the number of remote sensing-based ET products and estimation methods has increased in recent years. Various aspects of remote sensing of ET are reported in 11 pape...

  • Article
  • Open Access
17 Citations
5,080 Views
22 Pages

15 September 2019

Spatial information is increasingly becoming a vital factor in the field of hyperspectral endmember extraction, since it takes into consideration the spatial correlation of pixels, which generally involves jointing spectral information for preprocess...

  • Article
  • Open Access
16 Citations
4,450 Views
17 Pages

15 September 2019

Relatively little research has assessed the impact of spectral differences among dorsiventral leaves caused by leaf structure on leaf chlorophyll content (LCC) retrieval. Based on reflectance measured from peanut adaxial and abaxial leaves and LCC me...

  • Article
  • Open Access
29 Citations
7,384 Views
28 Pages

KLUM: An Urban VNIR and SWIR Spectral Library Consisting of Building Materials

  • Rebecca Ilehag,
  • Andreas Schenk,
  • Yilin Huang and
  • Stefan Hinz

15 September 2019

Knowledge about the existing materials in urban areas has, in recent times, increased in importance. With the use of imaging spectroscopy and hyperspectral remote sensing techniques, it is possible to measure and collect the spectra of urban material...

  • Article
  • Open Access
17 Citations
6,352 Views
16 Pages

Regional Scale Dryland Vegetation Classification with an Integrated Lidar-Hyperspectral Approach

  • Hamid Dashti,
  • Andrew Poley,
  • Nancy F. Glenn,
  • Nayani Ilangakoon,
  • Lucas Spaete,
  • Dar Roberts,
  • Josh Enterkine,
  • Alejandro N. Flores,
  • Susan L. Ustin and
  • Jessica J. Mitchell

14 September 2019

The sparse canopy cover and large contribution of bright background soil, along with the heterogeneous vegetation types in close proximity, are common challenges for mapping dryland vegetation with remote sensing. Consequently, the results of a singl...

  • Letter
  • Open Access
14 Citations
8,307 Views
13 Pages

14 September 2019

Using artificial light data measured from satellites has the potential to change research methods in geography and urban planning. The Defense Meteorological Satellite Program Optical Linescan System (DMSP-OLS) night-time light datasets provided cons...

  • Article
  • Open Access
30 Citations
7,918 Views
24 Pages

14 September 2019

Semantic segmentation is a fundamental means of extracting information from remotely sensed images at the pixel level. Deep learning has enabled considerable improvements in efficiency and accuracy of semantic segmentation of general images. Typical...

  • Article
  • Open Access
77 Citations
6,219 Views
17 Pages

The Impact of Acquisition Date on the Prediction Performance of Topsoil Organic Carbon from Sentinel-2 for Croplands

  • Emmanuelle Vaudour,
  • Cécile Gomez,
  • Thomas Loiseau,
  • Nicolas Baghdadi,
  • Benjamin Loubet,
  • Dominique Arrouays,
  • Leïla Ali and
  • Philippe Lagacherie

14 September 2019

The spatial assessment of soil organic carbon (SOC) is a major environmental challenge, notably for evaluating soil carbon stocks. Recent works have shown the capability of Sentinel-2 optical data to predict SOC content over temperate agroecosystems...

  • Review
  • Open Access
147 Citations
23,147 Views
29 Pages

A Review on IoT Deep Learning UAV Systems for Autonomous Obstacle Detection and Collision Avoidance

  • Paula Fraga-Lamas,
  • Lucía Ramos,
  • Víctor Mondéjar-Guerra and
  • Tiago M. Fernández-Caramés

14 September 2019

Advances in Unmanned Aerial Vehicles (UAVs), also known as drones, offer unprecedented opportunities to boost a wide array of large-scale Internet of Things (IoT) applications. Nevertheless, UAV platforms still face important limitations mainly relat...

  • Article
  • Open Access
24 Citations
4,583 Views
15 Pages

Classifications of Forest Change by Using Bitemporal Airborne Laser Scanner Data

  • Lennart Noordermeer,
  • Roar Økseter,
  • Hans Ole Ørka,
  • Terje Gobakken,
  • Erik Næsset and
  • Ole Martin Bollandsås

14 September 2019

Changes in forest areas have great impact on a range of ecosystem functions, and monitoring forest change across different spatial and temporal resolutions is a central task in forestry. At the spatial scales of municipalities, forest properties and...

  • Article
  • Open Access
92 Citations
8,116 Views
18 Pages

Spectral and Radiometric Calibration of the Next Generation Airborne Visible Infrared Spectrometer (AVIRIS-NG)

  • John W. Chapman,
  • David R. Thompson,
  • Mark C. Helmlinger,
  • Brian D. Bue,
  • Robert O. Green,
  • Michael L. Eastwood,
  • Sven Geier,
  • Winston Olson-Duvall and
  • Sarah R. Lundeen

13 September 2019

We describe advanced spectral and radiometric calibration techniques developed for NASA’s Next Generation Airborne Visible Infrared Imaging Spectrometer (AVIRIS-NG). By employing both statistically rigorous analysis and utilizing in situ data t...

  • Article
  • Open Access
10 Citations
3,425 Views
18 Pages

13 September 2019

Data from global positioning system (GPS) ground-based receivers, ground-based microwave radiometers (MWRs), and radiosondes (RS) at two high-latitude sites were compared. At one site, the North Slope of Alaska (NSA), Barrow, Alaska (USA), the instru...

  • Article
  • Open Access
24 Citations
4,350 Views
17 Pages

13 September 2019

Remote sensing is a useful technique to determine spatial variations in crop growth while crop modelling can reproduce temporal changes in crop growth. In this study, we formulated a hybrid system of remote sensing and crop modelling based on a rando...

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Remote Sens. - ISSN 2072-4292