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Remote Sensing, Volume 11, Issue 12

2019 June-2 - 113 articles

Cover Story: Satellite-based high spatial resolution information on benthic habitats is essential for coral reef protection and coastal environmental management. The Planet Dove satellite constellation offers daily coverage at high spatial resolution (3.7 m) that can minimize cloud over tropical oceans where dense cloud cover persists. Daily image acquisition also provides an opportunity to detect time-sensitive changes in shallow benthic habitats following coral bleaching events, storms, and other disturbances. In this study, we developed an object-based mapping approach for coral reef habitats to be applied to Dove and similar multispectral satellites. This approach uses bathymetry estimation, bottom reflectance retrieval, and object-based classification to identify different benthic compositions in shallow coastal environments. View this paper.
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Articles (113)

  • Article
  • Open Access
28 Citations
7,048 Views
24 Pages

Measurement of Road Surface Deformation Using Images Captured from UAVs

  • Javier Cardenal,
  • Tomás Fernández,
  • José Luis Pérez-García and
  • José Miguel Gómez-López

25 June 2019

This paper presents a methodology for measuring road surface deformation due to terrain instability processes. The methodology is based on ultra-high resolution images acquired from unmanned aerial vehicles (UAVs). Flights are georeferenced by means...

  • Article
  • Open Access
36 Citations
7,292 Views
15 Pages

25 June 2019

Mapping function (MF) converts the line-of-sight slant total electron content (STEC) into the vertical total electron content (VTEC), and vice versa. In an MF, an essential parameter is the ionospheric effective height. However, the inhomogeneous ion...

  • Article
  • Open Access
32 Citations
9,930 Views
23 Pages

25 June 2019

Growth faults are widely distributed in the Greater Houston (GH) region of Texas, USA, and the existence of faulting could interrupt groundwater flow and aggravate local deformation. Faulting-induced property damages have become more pronounced over...

  • Review
  • Open Access
176 Citations
18,822 Views
29 Pages

25 June 2019

Over the past decade deep learning has driven progress in 2D image understanding. Despite these advancements, techniques for automatic 3D sensed data understanding, such as point clouds, is comparatively immature. However, with a range of important a...

  • Article
  • Open Access
84 Citations
8,256 Views
22 Pages

Large-Scale Crop Mapping Based on Machine Learning and Parallel Computation with Grids

  • Ning Yang,
  • Diyou Liu,
  • Quanlong Feng,
  • Quan Xiong,
  • Lin Zhang,
  • Tianwei Ren,
  • Yuanyuan Zhao,
  • Dehai Zhu and
  • Jianxi Huang

25 June 2019

Large-scale crop mapping provides important information in agricultural applications. However, it is a challenging task due to the inconsistent availability of remote sensing data caused by the irregular time series and limited coverage of the images...

  • Article
  • Open Access
23 Citations
5,569 Views
23 Pages

New Approach for Temporal Stability Evaluation of Pseudo-Invariant Calibration Sites (PICS)

  • Fatima Tuz Zafrin Tuli,
  • Cibele Teixeira Pinto,
  • Amit Angal,
  • Xiaoxiong Xiong and
  • Dennis Helder

25 June 2019

Pseudo-Invariant Calibration Sites (PICS) are one of the most popular methods for in-flight vicarious radiometric calibration of Earth remote sensing satellites. The fundamental question of PICS temporal stability has not been adequately addressed. H...

  • Article
  • Open Access
10 Citations
6,439 Views
23 Pages

Multi-Temporal Investigation of the Boulder Clay Glacier and Northern Foothills (Victoria Land, Antarctica) by Integrated Surveying Techniques

  • Stefano Urbini,
  • Gianluca Bianchi-Fasani,
  • Paolo Mazzanti,
  • Alfredo Rocca,
  • Luca Vittuari,
  • Antonio Zanutta,
  • Valentina Alena Girelli,
  • Michelina Serafini,
  • Achille Zirizzotti and
  • Massimo Frezzotti

25 June 2019

The paper aims to detect the main changes that occurred in the area surrounding the Mario Zucchelli Station (MZS) through analysis of multi-temporal remote sensing integrated by geophysical measurements. Specific attention was directed at realizing a...

  • Article
  • Open Access
91 Citations
8,863 Views
19 Pages

25 June 2019

Spatially continuous estimates of forest aboveground biomass (AGB) are essential to supporting the sustainable management of forest ecosystems and providing invaluable information for quantifying and monitoring terrestrial carbon stocks. The launch o...

  • Article
  • Open Access
43 Citations
8,911 Views
20 Pages

25 June 2019

Soil organic carbon is a sink for mitigating increased atmospheric carbon. The international initiative “4 per 1000” aims at implementing practical actions on increasing soil carbon storage in soils under agriculture. This requires a fund...

  • Article
  • Open Access
38 Citations
9,127 Views
22 Pages

High-Resolution Vegetation Mapping Using eXtreme Gradient Boosting Based on Extensive Features

  • Heng Zhang,
  • Anwar Eziz,
  • Jian Xiao,
  • Shengli Tao,
  • Shaopeng Wang,
  • Zhiyao Tang,
  • Jiangling Zhu and
  • Jingyun Fang

25 June 2019

Accurate mapping of vegetation is a premise for conserving, managing, and sustainably using vegetation resources, especially in conditions of intensive human activities and accelerating global changes. However, it is still challenging to produce high...

  • Article
  • Open Access
60 Citations
8,588 Views
17 Pages

Capturing Coastal Dune Natural Vegetation Types Using a Phenology-Based Mapping Approach: The Potential of Sentinel-2

  • Flavio Marzialetti,
  • Silvia Giulio,
  • Marco Malavasi,
  • Marta Gaia Sperandii,
  • Alicia Teresa Rosario Acosta and
  • Maria Laura Carranza

25 June 2019

Coastal areas harbor the most threatened ecosystems on Earth, and cost-effective ways to monitor and protect them are urgently needed, but they represent a challenge for habitat mapping and multi-temporal observations. The availability of open access...

  • Article
  • Open Access
11 Citations
4,478 Views
14 Pages

24 June 2019

Ice flow velocity is a sensitive indicator of glacier variations both controlling and representing the delivery of ice and affecting the future stability of ice masses in a warming climate. As one of the poly-thermal glaciers in the high Arctic, Aust...

  • Article
  • Open Access
21 Citations
5,169 Views
22 Pages

24 June 2019

When the Haiyang-2B (HY-2B) was launched into space to form a star network with the Haiyang-2A (HY-2A), it provided new data sources for the sea ice research of the Earth’s polar regions. The ability of altimeter echoes to distinguish sea ice and sea...

  • Article
  • Open Access
2 Citations
3,202 Views
21 Pages

24 June 2019

A primary problem faced during previous research was the gap in limited and unbalanced quantity of prior samples between computer classification tasks and targeted remote sensing applications. This paper presents the fusion method to overcome this li...

  • Letter
  • Open Access
9 Citations
6,644 Views
13 Pages

Short-Term Variation of the Surface Flow Pattern South of Lombok Strait Observed from the Himawari-8 Sea Surface Temperature

  • Naokazu Taniguchi,
  • Shinichiro Kida,
  • Yuji Sakuno,
  • Hidemi Mutsuda and
  • Fadli Syamsudin

24 June 2019

Spatial and temporal information on oceanic flow is fundamental to oceanography and crucial for marine-related social activities. This study attempts to describe the short-term surface flow variation in the area south of the Lombok Strait in the nort...

  • Article
  • Open Access
21 Citations
5,233 Views
20 Pages

Quantitative Analysis of Anthropogenic Morphologies Based on Multi-Temporal High-Resolution Topography

  • Jie Xiang,
  • Shi Li,
  • Keyan Xiao,
  • Jianping Chen,
  • Giulia Sofia and
  • Paolo Tarolli

24 June 2019

Human activities have reshaped the geomorphology of landscapes and created vast anthropogenic geomorphic features, which have distinct characteristics compared with landforms produced by natural processes. High-resolution topography from LiDAR has op...

  • Article
  • Open Access
40 Citations
5,378 Views
21 Pages

Monitoring Land Surface Displacement over Xuzhou (China) in 2015–2018 through PCA-Based Correction Applied to SAR Interferometry

  • Yu Chen,
  • Kun Tan,
  • Shiyong Yan,
  • Kefei Zhang,
  • Hairong Zhang,
  • Xiaoyang Liu,
  • Huaizhan Li and
  • Yaqin Sun

24 June 2019

Land surface deformation in metropolitan areas, which can cause varying degrees of hazard to both human lives and to properties, has been documented for decades in cities worldwide. Xuzhou, is one of the most important energy and industrial bases in...

  • Article
  • Open Access
9 Citations
3,849 Views
15 Pages

24 June 2019

Desert environments are sensitive to disturbances, and their functions and processes can take many years to recover. Detecting early signs of disturbance is critical, but developing such a capability for expansive remote desert regions is challenging...

  • Article
  • Open Access
57 Citations
9,395 Views
21 Pages

24 June 2019

Side-scan sonar (SSS) is used for obtaining high-resolution seabed images, but with low position accuracy without using the Ultra Short Base Line (USBL) or Short Base Line (SBL). Multibeam echo sounder (MBES), which can simultaneously obtain high-acc...

  • Article
  • Open Access
13 Citations
5,730 Views
18 Pages

Estimation of Ground Surface and Accuracy Assessments of Growth Parameters for a Sweet Potato Community in Ridge Cultivation

  • Poching Teng,
  • Eiichi Ono,
  • Yu Zhang,
  • Mitsuko Aono,
  • Yo Shimizu,
  • Fumiki Hosoi and
  • Kenji Omasa

23 June 2019

There are only a few studies that have been made on accuracy assessments of Leaf Area Index (LAI) and biomass estimation using three-dimensional (3D) models generated by structure from motion (SfM) image processing. In this study, sweet potato was gr...

  • Article
  • Open Access
62 Citations
10,711 Views
18 Pages

22 June 2019

In the last few years, the world has been turning to the exploitation of renewable energy sources due to increased awareness of environmental protection and increased consumption of fossil fuels. In this research, by applying geographic information s...

  • Article
  • Open Access
25 Citations
5,513 Views
24 Pages

Heterogeneous Behavior of the Campotosto Normal Fault (Central Italy) Imaged by InSAR GPS and Strong-Motion Data: Insights from the 18 January 2017 Events

  • Daniele Cheloni,
  • Nicola D’Agostino,
  • Laura Scognamiglio,
  • Elisa Tinti,
  • Christian Bignami,
  • Antonio Avallone,
  • Roberta Giuliani,
  • Stefano Calcaterra,
  • Piera Gambino and
  • Maurizio Mattone

22 June 2019

On 18 January 2017, the 2016–2017 central Italy seismic sequence reached the Campotosto area with four events with magnitude larger than 5 in three hours (major event MW 5.5). To study the slip behavior on the causative fault/faults we followed...

  • Article
  • Open Access
32 Citations
5,331 Views
17 Pages

Drought Monitoring Utility using Satellite-Based Precipitation Products over the Xiang River Basin in China

  • Qian Zhu,
  • Yulin Luo,
  • Dongyang Zhou,
  • Yue-Ping Xu,
  • Guoqing Wang and
  • Haiying Gao

22 June 2019

Drought is a natural hazard disaster that can deeply affect environments, economies, and societies around the world. Therefore, accurate monitoring of patterns in drought is important. Precipitation is the key variable to define the drought index. Ho...

  • Article
  • Open Access
6 Citations
4,981 Views
20 Pages

22 June 2019

The Bering Sea is located between the Aleutian Low and Siberian High, with strong seasonal variations in the oceanic circulation and the sea ice coverage. Within such a large-scale system, the physical processes in the Bering Sea carry interannual va...

  • Article
  • Open Access
11 Citations
4,838 Views
18 Pages

Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction

  • Jinliang An,
  • Jinhui Lei,
  • Yuzhen Song,
  • Xiangrong Zhang and
  • Jinmei Guo

22 June 2019

Dimensionality reduction is an essential and important issue in hyperspectral image processing. With the advantages of preserving the spatial neighborhood information and the global structure information, tensor analysis and low rank representation h...

  • Article
  • Open Access
43 Citations
7,656 Views
25 Pages

Landslide-Induced Damage Probability Estimation Coupling InSAR and Field Survey Data by Fragility Curves

  • Matteo Del Soldato,
  • Lorenzo Solari,
  • Francesco Poggi,
  • Federico Raspini,
  • Roberto Tomás,
  • Riccardo Fanti and
  • Nicola Casagli

22 June 2019

Landslides are considered to be one of the main natural geohazards causing relevant economic damages and social effects worldwide. Italy is one of the countries worldwide most affected by landslides; in the Region of Tuscany alone, more than 100,000...

  • Article
  • Open Access
124 Citations
9,268 Views
23 Pages

Evaluation of Atmospheric Correction Algorithms over Spanish Inland Waters for Sentinel-2 Multi Spectral Imagery Data

  • Marcela Pereira-Sandoval,
  • Ana Ruescas,
  • Patricia Urrego,
  • Antonio Ruiz-Verdú,
  • Jesús Delegido,
  • Carolina Tenjo,
  • Xavier Soria-Perpinyà,
  • Eduardo Vicente,
  • Juan Soria and
  • José Moreno

21 June 2019

The atmospheric contribution constitutes about 90 percent of the signal measured by satellite sensors over oceanic and inland waters. Over open ocean waters, the atmospheric contribution is relatively easy to correct as it can be assumed that water-l...

  • Article
  • Open Access
39 Citations
8,322 Views
23 Pages

21 June 2019

Urban areas are essential to daily human life; however, the urbanization process also brings about problems, especially in China. Urban mapping at large scales relies heavily on remote sensing (RS) data, which cannot capture socioeconomic features we...

  • Editorial
  • Open Access
17 Citations
6,519 Views
7 Pages

Remote Sensing of Night Lights—Beyond DMSP

  • Noam Levin,
  • Christopher C.M. Kyba and
  • Qingling Zhang

21 June 2019

Remote sensing of night lights differs from other sources of remote sensing in its ability to directly observe human activity from space as well as in informing us on a new type of anthropogenic threat, that of light pollution. This special issue foc...

  • Article
  • Open Access
69 Citations
9,453 Views
27 Pages

Monitoring and Computation of the Volumes of Stockpiles of Bulk Material by Means of UAV Photogrammetric Surveying

  • Grazia Tucci,
  • Antonio Gebbia,
  • Alessandro Conti,
  • Lidia Fiorini and
  • Claudio Lubello

21 June 2019

The monitoring and metric assessment of piles of natural or man-made materials plays a fundamental role in the production and management processes of multiple activities. Over time, the monitoring techniques have undergone an evolution linked to the...

  • Article
  • Open Access
21 Citations
4,066 Views
16 Pages

21 June 2019

Continuously accumulating information on vessels and their activities in coastal areas of interest is important for maintaining sustainable fisheries resources and coastal ecosystems. The speed, heading, sizes, and activities of vessels in certain se...

  • Article
  • Open Access
7 Citations
4,906 Views
25 Pages

Fast GPU-Based Enhanced Wiener Filter for Despeckling SAR Data

  • Bilel Kanoun,
  • Giampaolo Ferraioli,
  • Vito Pascazio and
  • Gilda Schirinzi

21 June 2019

Speckle noise is presented as an inherent dilemma that affects the image processing field, and in particular synthetic aperture radar images. In order to mitigate the adverse effects caused by this phenomenon, several approaches have been introduced...

  • Article
  • Open Access
20 Citations
9,324 Views
23 Pages

Monitoring Changes in the Cultivation of Pigeonpea and Groundnut in Malawi Using Time Series Satellite Imagery for Sustainable Food Systems

  • Murali Krishna Gumma,
  • Takuji W. Tsusaka,
  • Irshad Mohammed,
  • Geoffrey Chavula,
  • N. V. P. R. Ganga Rao,
  • Patrick Okori,
  • Christopher O Ojiewo,
  • Rajeev Varshney,
  • Moses Siambi and
  • Anthony Whitbread

21 June 2019

Malawi, in south-eastern Africa, is one of the poorest countries in the world. Food security in the country hinges on rainfed systems in which maize and sorghum are staple cereals and groundnut and pigeonpea are now major grain legume crops. While th...

  • Article
  • Open Access
26 Citations
10,322 Views
29 Pages

21 June 2019

This study provides the first detailed analysis of oceanic and atmospheric responses to the current-stress, wave-stress, and wave-current-stress interactions around the Gulf Stream using a high-resolution three-way coupled regional modeling system. I...

  • Article
  • Open Access
48 Citations
5,367 Views
21 Pages

21 June 2019

Extreme precipitation has received much attention because of its implications for hazard assessment and risk management. However, accurate precipitation information for extreme precipitation research from dense rain gauges is still difficult to obtai...

  • Article
  • Open Access
9 Citations
5,223 Views
26 Pages

The Messapic Site of Muro Leccese: New Results from Integrated Geophysical and Archaeological Surveys

  • Catia Bianco,
  • Lara De Giorgi,
  • Maria T. Giannotta,
  • Giovanni Leucci,
  • Francesco Meo and
  • Raffaele Persico

21 June 2019

The regular application of geophysical survey techniques to evaluate archaeological sites is well established as a method for locating, defining, and mapping buried archaeological materials. However, it is not always feasible to apply a range of diff...

  • Article
  • Open Access
65 Citations
8,168 Views
21 Pages

Raindrop Size Distributions and Rain Characteristics Observed by a PARSIVEL Disdrometer in Beijing, Northern China

  • Lei Ji,
  • Haonan Chen,
  • Lin Li,
  • Baojun Chen,
  • Xian Xiao,
  • Min Chen and
  • Guifu Zhang

21 June 2019

Fourteen-month precipitation measurements from a second-generation PARSIVEL disdrometer deployed in Beijing, northern China, were analyzed to investigate the microphysical structure of raindrop size distribution and its implications on polarimetric r...

  • Article
  • Open Access
8 Citations
6,609 Views
21 Pages

GPS + BDS Network Real-Time Differential Positioning Using a Position Domain Estimation Method

  • Jianhui Cui,
  • Rui Yan,
  • Chenlong Deng,
  • Weiming Tang,
  • Xuan Zou,
  • Mingxing Shen,
  • Qian Liu,
  • Yawei Wang and
  • Yangyang Li

21 June 2019

The network real-time differential positioning technique is a good choice for meter and sub-meter level’s navigation. More attention has been paid to the Global Positioning System (GPS) and GPS + GLONASS (GLObal NAvigation Satellite System) net...

  • Technical Note
  • Open Access
11 Citations
4,756 Views
12 Pages

Prediction of High-Quality MODIS-NPP Product Data

  • Zhenhua Liu,
  • Ting Wang,
  • Yonghua Qu,
  • Huiming Liu,
  • Xiaofang Wu and
  • Ya Wen

20 June 2019

Net primary productivity (NPP) is a key vegetation parameter and ecological indicator for tracking natural environmental change. High-quality Moderate Resolution Imaging Spectroradiometer Net primary productivity (MODIS-NPP) products are critical for...

  • Article
  • Open Access
171 Citations
11,177 Views
17 Pages

20 June 2019

Estimation of forest aboveground biomass (AGB) is crucial for various technical and scientific applications, ranging from regional carbon and bioenergy policies to sustainable forest management. However, passive optical remote sensing, which is the m...

  • Article
  • Open Access
5 Citations
3,787 Views
12 Pages

20 June 2019

A general greening trend in the Arctic tundra biome has been indicated by satellite remote sensing data over recent decades. However, since 2011, there have been signs of browning trends in many parts of the region. Previous research on tundra greenn...

  • Technical Note
  • Open Access
181 Citations
13,714 Views
18 Pages

Land Cover Classification from fused DSM and UAV Images Using Convolutional Neural Networks

  • Husam A. H. Al-Najjar,
  • Bahareh Kalantar,
  • Biswajeet Pradhan,
  • Vahideh Saeidi,
  • Alfian Abdul Halin,
  • Naonori Ueda and
  • Shattri Mansor

20 June 2019

In recent years, remote sensing researchers have investigated the use of different modalities (or combinations of modalities) for classification tasks. Such modalities can be extracted via a diverse range of sensors and images. Currently, there are n...

  • Article
  • Open Access
14 Citations
5,823 Views
16 Pages

Relating X-band SAR Backscattering to Leaf Area Index of Rice in Different Phenological Phases

  • Sonia Asilo,
  • Andrew Nelson,
  • Kees de Bie,
  • Andrew Skidmore,
  • Alice Laborte,
  • Aileen Maunahan and
  • Eduardo Jimmy P. Quilang

20 June 2019

The objective of this study is to provide complete information on the dynamic relationship between X-band (3.11 cm) backscattering intensity (σ°) and rice crop’s leaf area index (LAI) at all growth phases. Though the relationship betw...

  • Article
  • Open Access
73 Citations
6,958 Views
18 Pages

20 June 2019

The brightness of pixels in nighttime light images (NTL) has been regarded as the proxy of the urban dynamics. However, the great difference between the pixel values of NTL from the Defense Meteorological Satellite Program’s Operational Linesca...

  • Article
  • Open Access
20 Citations
4,284 Views
20 Pages

Improvement and Assessment of the Absolute Positioning Accuracy of Chinese High-Resolution SAR Satellites

  • Mingjun Deng,
  • Guo Zhang,
  • Chenglin Cai,
  • Kai Xu,
  • Ruishan Zhao,
  • Fengchen Guo and
  • Jing Suo

20 June 2019

In recent years, China has launched YaoGan-13 and GaoFen-3, high-resolution synthetic aperture radar (SAR) satellites that can acquire global high-resolution images. The absolute positioning accuracy of such satellites is important for mapping areas...

  • Article
  • Open Access
80 Citations
9,121 Views
26 Pages

Estimation of Soil Heavy Metal Content Using Hyperspectral Data

  • Zhenhua Liu,
  • Ying Lu,
  • Yiping Peng,
  • Li Zhao,
  • Guangxing Wang and
  • Yueming Hu

20 June 2019

Quickly and efficiently monitoring soil heavy metal content is crucial for protecting the natural environment and for human health. Estimating heavy metal content in soils using hyperspectral data is a cost-efficient method but challenging due to the...

  • Article
  • Open Access
76 Citations
6,769 Views
17 Pages

Land Subsidence and Ground Fissures in Beijing Capital International Airport (BCIA): Evidence from Quasi-PS InSAR Analysis

  • Mingliang Gao,
  • Huili Gong,
  • Xiaojuan Li,
  • Beibei Chen,
  • Chaofan Zhou,
  • Min Shi,
  • Lin Guo,
  • Zheng Chen,
  • Zhongyun Ni and
  • Guangyao Duan

20 June 2019

Land subsidence is a global environmental geological hazard caused by natural or human activities. The high spatial resolution and continuous time coverage of interferometric synthetic aperture radar (InSAR) time series analysis techniques provide da...

  • Article
  • Open Access
43 Citations
6,347 Views
17 Pages

Assessment of Water Storage Change in China’s Lakes and Reservoirs over the Last Three Decades

  • Yu Fang,
  • Huan Li,
  • Wei Wan,
  • Siyu Zhu,
  • Zhongjing Wang,
  • Yang Hong and
  • Hao Wang

20 June 2019

Lakes and reservoirs are essential elements of the hydrological and biochemical cycles, considered sentinels of global climate change. However, comprehensive quantifications of their water storage changes (∆V) at a large spatiotemporal scale are stil...

  • Article
  • Open Access
26 Citations
5,809 Views
39 Pages

Multitemporal Chlorophyll Mapping in Pome Fruit Orchards from Remotely Piloted Aircraft Systems

  • Yasmin Vanbrabant,
  • Laurent Tits,
  • Stephanie Delalieux,
  • Klaas Pauly,
  • Wim Verjans and
  • Ben Somers

20 June 2019

Early and precise spatio-temporal monitoring of tree vitality is key for steering management decisions in pome fruit orchards. Spaceborne remote sensing instruments face a tradeoff between spatial and spectral resolution, while manned aircraft sensor...

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Remote Sens. - ISSN 2072-4292