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Remote Sensing, Volume 8, Issue 9

2016 September - 96 articles

Cover Story: The use of unmanned aerial vehicles (UAVs) combined with Structure-from-Motion (SfM) now allows scientists to undertake low-level aerial surveys with relative ease. A wide range of disciplines now use the combined technique: ranging from undertaking ecological surveys to assessing surface change in a geomorphological context. Our work contributes to this exciting UAV-SfM research area by helping users understand how survey error can arise and how it can be avoided. When the camera positions used are unknown, the SfM processing requires known surveyed positions (xyz co-ordinates) on the ground (‘ground control points’, GCPs). We provide guidance on the impact of GCP number and distribution on survey error. View this paper
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Articles (96)

  • Article
  • Open Access
50 Citations
10,934 Views
15 Pages

Cultural Heritage Sites in Danger—Towards Automatic Damage Detection from Space

  • Daniele Cerra,
  • Simon Plank,
  • Vasiliki Lysandrou and
  • Jiaojiao Tian

21 September 2016

The intentional damage to local Cultural Heritage sites carried out in recent months by the Islamic State have received wide coverage from the media worldwide. Earth Observation data provide important information to assess this damage in such non-acc...

(This article belongs to the Special Issue Remote Sensing for Cultural Heritage)
  • Article
  • Open Access
10 Citations
9,572 Views
19 Pages

Biophysical Characterization of Protected Areas Globally through Optimized Image Segmentation and Classification

  • Javier Martínez-López,
  • Bastian Bertzky,
  • Francisco Javier Bonet-García,
  • Lucy Bastin and
  • Grégoire Dubois

21 September 2016

Protected areas (PAs) need to be assessed systematically according to biodiversity values and threats in order to support decision-making processes. For this, PAs can be characterized according to their species, ecosystems and threats, but such infor...

  • Editorial
  • Open Access
175 Citations
21,431 Views
8 Pages

21 September 2016

Mangrove forests, distributed in the tropical and subtropical regions of the world, are in a constant flux. They provide important ecosystem goods and services to nature and society. In recent years, the carbon sequestration potential and protective...

(This article belongs to the Special Issue Remote Sensing of Mangroves: Observation and Monitoring)
  • Article
  • Open Access
67 Citations
11,347 Views
20 Pages

An Image-Based Approach for the Co-Registration of Multi-Temporal UAV Image Datasets

  • Irene Aicardi,
  • Francesco Nex,
  • Markus Gerke and
  • Andrea Maria Lingua

21 September 2016

During the past years, UAVs (Unmanned Aerial Vehicles) became very popular as low-cost image acquisition platforms since they allow for high resolution and repetitive flights in a flexible way. One application is to monitor dynamic scenes. However, t...

(This article belongs to the Special Issue Recent Trends in UAV Remote Sensing)
  • Technical Note
  • Open Access
254 Citations
16,263 Views
8 Pages

21 September 2016

The use of small UAV (Unmanned Aerial Vehicle) and Structure-from-Motion (SfM) with Multi-View Stereopsis (MVS) for acquiring survey datasets is now commonplace, however, aspects of the SfM-MVS workflow require further validation. This work aims to p...

  • Article
  • Open Access
25 Citations
9,840 Views
16 Pages

21 September 2016

Glacier dynamics play an important role in the mass balance of many glaciers, ice caps and ice sheets. In this study we exploit Radarsat-2 (RS-2) Wide Fine (WF) data to determine the surface speed of Svalbard glaciers in the winters of 2012/2013 and...

(This article belongs to the Special Issue Remote Sensing of Glaciers)
  • Correction
  • Open Access
1 Citations
5,137 Views
2 Pages

21 September 2016

After publication of the research paper [1] an error was recognized.[...]

  • Article
  • Open Access
64 Citations
11,285 Views
22 Pages

An Inter-Comparison Study of Multi- and DBS Lidar Measurements in Complex Terrain

  • Lukas Pauscher,
  • Nikola Vasiljevic,
  • Doron Callies,
  • Guillaume Lea and ,
  • Jakob Mann,
  • Tobias Klaas,
  • Julian Hieronimus,
  • Julia Gottschall,
  • Annedore Schwesig and
  • Michael Courtney
  • + 6 authors+ 1 author

21 September 2016

Wind measurements using classical profiling lidars suffer from systematic measurement errors in complex terrain. Moreover, their ability to measure turbulence quantities is unsatisfactory for wind-energy applications. This paper presents results from...

(This article belongs to the Special Issue Remote Sensing of Wind Energy)
  • Article
  • Open Access
15 Citations
8,084 Views
13 Pages

20 September 2016

The idea that closer things are more related than distant things, known as ‘Tobler’s first law of geography’, is fundamental to understanding many spatial processes. If this concept applies to volunteered geographic information (VGI), it could help t...

(This article belongs to the Special Issue Citizen Science and Earth Observation)
  • Article
  • Open Access
17 Citations
8,942 Views
20 Pages

Quarter-Century Offshore Winds from SSM/I and WRF in the North Sea and South China Sea

  • Charlotte Bay Hasager,
  • Poul Astrup,
  • Rong Zhu,
  • Rui Chang and ,
  • Merete Badger and
  • Andrea N. Hahmann
  • + 1 author+ 0 author

20 September 2016

We study the wind climate and its long-term variability in the North Sea and South China Sea, areas relevant for offshore wind energy development, using satellite-based wind data, because very few reliable long-term in-situ sea surface wind observati...

(This article belongs to the Special Issue Remote Sensing of Wind Energy)
  • Article
  • Open Access
67 Citations
12,892 Views
19 Pages

20 September 2016

This paper presents a semi-automatic procedure to discriminate seasonally flooded areas in the shallow temporary marshes of Doñana National Park (SW Spain) by using a radiommetrically normalized long time series of Landsat MSS, TM, and ETM+ images (1...

(This article belongs to the Special Issue What can Remote Sensing Do for the Conservation of Wetlands?)
  • Article
  • Open Access
88 Citations
8,790 Views
19 Pages

20 September 2016

Long-term remote sensing normalized difference vegetation index (NDVI) datasets have been widely used in monitoring vegetation changes. In this study, the NASA Global Inventory Modeling and Mapping Studies (GIMMS) NDVI3g dataset was used as the data...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
34 Citations
7,529 Views
19 Pages

Improved Detection of Human Respiration Using Data Fusion Basedon a Multistatic UWB Radar

  • Hao Lv,
  • Fugui Qi,
  • Yang Zhang,
  • Teng Jiao and ,
  • Fulai Liang,
  • Zhao Li and
  • Jianqi Wang
  • + 2 authors+ 0 author

20 September 2016

This paper investigated the feasibility for improved detection of human respiration using data fusion based on a multistatic ultra-wideband (UWB) radar. UWB-radar-based respiration detection is an emerging technology that has great promise in practic...

  • Article
  • Open Access
19 Citations
6,054 Views
13 Pages

20 September 2016

Large woody debris (LWD) plays a critical structural role in riparian ecosystems, but it can be difficult and time-consuming to quantify and survey in the field. We demonstrate an automated method for quantifying LWD using aerial LiDAR and object-bas...

  • Article
  • Open Access
23 Citations
9,495 Views
19 Pages

Sediment-Mass Accumulation Rate and Variability in the East China Sea Detected by GRACE

  • Ya-Chi Liu,
  • Cheinway Hwang,
  • Jiancheng Han,
  • Ricky Kao and ,
  • Chau-Ron Wu,
  • Hsuan-Chang Shih and
  • Natthachet Tangdamrongsub
  • + 2 authors+ 0 author

20 September 2016

The East China Sea (ECS) is a region with shallow continental shelves and a mixed oceanic circulation system allowing sediments to deposit on its inner shelf, particularly near the estuary of the Yangtze River. The seasonal northward-flowing Taiwan W...

  • Article
  • Open Access
56 Citations
9,421 Views
13 Pages

Voxel-Based Spatial Filtering Method for Canopy Height Retrieval from Airborne Single-Photon Lidar

  • Hao Tang,
  • Anu Swatantran,
  • Terence Barrett,
  • Phil DeCola and
  • Ralph Dubayah

19 September 2016

Airborne single-photon lidar (SPL) is a new technology that holds considerable potential for forest structure and carbon monitoring at large spatial scales because it acquires 3D measurements of vegetation faster and more efficiently than conventiona...

(This article belongs to the Special Issue Airborne Laser Scanning)
  • Article
  • Open Access
194 Citations
25,439 Views
19 Pages

19 September 2016

Planet Labs (“Planet”) operate the largest fleet of active nano-satellites in orbit, offering an unprecedented monitoring capacity of daily and global RGB image capture at 3–5 m resolution. However, limitations in spectral resolution and lack of accu...

  • Article
  • Open Access
13 Citations
8,934 Views
17 Pages

Exploratory Analysis of Dengue Fever Niche Variables within the Río Magdalena Watershed

  • Austin Stanforth,
  • Max J. Moreno-Madriñán and
  • Jeffrey Ashby

19 September 2016

Previous research on Dengue Fever have involved laboratory tests or study areas with less diverse temperature and elevation ranges than is found in Colombia; therefore, preliminary research was needed to identify location specific attributes of Dengu...

(This article belongs to the Special Issue Multi-Sensor and Multi-Data Integration in Remote Sensing)
  • Article
  • Open Access
86 Citations
11,052 Views
21 Pages

Analysis of MABEL Bathymetry in Keweenaw Bay and Implications for ICESat-2 ATLAS

  • Nicholas A. Forfinski-Sarkozi and
  • Christopher E. Parrish

19 September 2016

In 2018, the National Aeronautics and Space Administration (NASA) is scheduled to launch the Ice, Cloud, and land Elevation Satellite-2 (ICESat-2), with a new six-beam, green-wavelength, photon-counting lidar system, Advanced Topographic Laser Altime...

  • Feature Paper
  • Article
  • Open Access
82 Citations
14,602 Views
16 Pages

Evaluation of Single Photon and Geiger Mode Lidar for the 3D Elevation Program

  • Jason M. Stoker,
  • Qassim A. Abdullah,
  • Amar Nayegandhi and
  • Jayna Winehouse

19 September 2016

Data acquired by Harris Corporation’s (Melbourne, FL, USA) Geiger-mode IntelliEarth™ sensor and Sigma Space Corporation’s (Lanham-Seabrook, MD, USA) Single Photon HRQLS sensor were evaluated and compared to accepted 3D Elevation Program (3DEP) data a...

(This article belongs to the Special Issue Airborne Laser Scanning)
  • Article
  • Open Access
33 Citations
9,978 Views
23 Pages

Estimating Ladder Fuels: A New Approach Combining Field Photography with LiDAR

  • Heather A. Kramer,
  • Brandon M. Collins,
  • Frank K. Lake,
  • Marek K. Jakubowski and ,
  • Scott L. Stephens and
  • Maggi Kelly
  • + 1 author+ 0 author

17 September 2016

Forests historically associated with frequent fire have changed dramatically due to fire suppression and past harvesting over the last century. The buildup of ladder fuels, which carry fire from the surface of the forest floor to tree crowns, is one...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
9 Citations
5,930 Views
16 Pages

17 September 2016

The paper reports a technique used to construct a reference time series for the fraction of absorbed photosynthetically-active radiation (FAPAR) based on remotely-sensed data in the largest Russian arid wetland territory. For the arid Volga-Akhtuba w...

  • Article
  • Open Access
9 Citations
5,867 Views
12 Pages

17 September 2016

Wave periods estimated from satellite altimetry data behave differently from those calculated from buoy data, especially in low-wind conditions. In this paper, the geometric mean wave period T a is calculated from buoy data, rather than the...

  • Article
  • Open Access
23 Citations
7,708 Views
16 Pages

17 September 2016

This study is to evaluate the sensitivity of Aerosol Optical Depth (AOD τ) to aerosol vertical profile and type, using the Moderate Resolution Imaging Spectroradiometer (MODIS) collection 6 algorithm over land. Four experiments were performed, using...

(This article belongs to the Special Issue Land Surface Processes and Interactions—From HCMM to Sentinel Missions and beyond)
  • Article
  • Open Access
88 Citations
10,702 Views
18 Pages

Object-Based Change Detection in Urban Areas: The Effects of Segmentation Strategy, Scale, and Feature Space on Unsupervised Methods

  • Lei Ma,
  • Manchun Li,
  • Thomas Blaschke,
  • Xiaoxue Ma and ,
  • Dirk Tiede,
  • Liang Cheng,
  • Zhenjie Chen and
  • Dong Chen
  • + 3 authors+ 0 author

16 September 2016

Object-based change detection (OBCD) has recently been receiving increasing attention as a result of rapid improvements in the resolution of remote sensing data. However, some OBCD issues relating to the segmentation of high-resolution images remain...

(This article belongs to the Special Issue Monitoring of Land Changes)
  • Article
  • Open Access
54 Citations
8,185 Views
19 Pages

Seasonal Separation of African Savanna Components Using Worldview-2 Imagery: A Comparison of Pixel- and Object-Based Approaches and Selected Classification Algorithms

  • Żaneta Kaszta,
  • Ruben Van De Kerchove,
  • Abel Ramoelo,
  • Moses Azong Cho and ,
  • Sabelo Madonsela,
  • Renaud Mathieu and
  • Eléonore Wolff
  • + 2 authors+ 0 author

16 September 2016

Separation of savanna land cover components is challenging due to the high heterogeneity of this landscape and spectral similarity of compositionally different vegetation types. In this study, we tested the usability of very high spatial and spectral...

  • Article
  • Open Access
17 Citations
8,479 Views
35 Pages

15 September 2016

We developed a method to enhance compositional mapping from spectral remote sensing through the integration of visible to near infrared (VNIR, ~0.4–1 µm), shortwave infrared (SWIR, ~1–2.5 µm), and longwave infrared (LWIR, ~8–13 µm) data. Spectral inf...

(This article belongs to the Special Issue Multi-Sensor and Multi-Data Integration in Remote Sensing)
  • Article
  • Open Access
47 Citations
12,982 Views
22 Pages

Assessment of Carbon Flux and Soil Moisture in Wetlands Applying Sentinel-1 Data

  • Katarzyna Dabrowska-Zielinska,
  • Maria Budzynska,
  • Monika Tomaszewska,
  • Alicja Malinska and ,
  • Martyna Gatkowska,
  • Maciej Bartold and
  • Iwona Malek
  • + 2 authors+ 0 author

15 September 2016

The objectives of the study were to determine the spatial rate of CO2 flux (Net Ecosystem Exchange) and soil moisture in a wetland ecosystem applying Sentinel-1 IW (Interferometric Wide) data of VH (Vertical Transmit/Horizontal Receive—cross polariza...

(This article belongs to the Special Issue What can Remote Sensing Do for the Conservation of Wetlands?)
  • Article
  • Open Access
50 Citations
9,640 Views
19 Pages

15 September 2016

Urban heat island (UHI) effect, the side effect of rapid urbanization, has become an obstacle to the further healthy development of the city. Understanding its relationships with impact factors is important to provide useful information for climate a...

(This article belongs to the Special Issue Earth Observations for a Better Future Earth)
  • Article
  • Open Access
88 Citations
9,251 Views
16 Pages

14 September 2016

Soil organic carbon (SOC) is an essential property for soil function, fertility and sustainability of agricultural systems. It can be measured with visible and near-infrared reflectance (VIS-NIR) spectroscopy efficiently based on empirical equations...

  • Article
  • Open Access
20 Citations
7,798 Views
13 Pages

Assessing the Severity of Wind Gusts with Lidar

  • René Bos,
  • Ashim Giyanani and
  • Wim Bierbooms

14 September 2016

Lidars have gained a lot of popularity in the field of wind energy, partly because of their potential to be used for wind turbine control. By scanning the oncoming wind field, any threats such as gusts can be detected early and high loads can be avoi...

(This article belongs to the Special Issue Remote Sensing of Wind Energy)
  • Article
  • Open Access
41 Citations
7,992 Views
16 Pages

Crowdsourcing Rapid Assessment of Collapsed Buildings Early after the Earthquake Based on Aerial Remote Sensing Image: A Case Study of Yushu Earthquake

  • Shuai Xie,
  • Jianbo Duan,
  • Shibin Liu,
  • Qin Dai and ,
  • Wei Liu,
  • Yong Ma,
  • Rui Guo and
  • Caihong Ma
  • + 3 authors+ 0 author

14 September 2016

Remote sensing (RS) images play a significant role in disaster emergency response. Web2.0 changes the way data are created, making it possible for the public to participate in scientific issues. In this paper, an experiment is designed to evaluate th...

(This article belongs to the Special Issue Earth Observations for Geohazards)
  • Article
  • Open Access
52 Citations
7,614 Views
18 Pages

13 September 2016

Several methods exist for extracting plant phenological information from time series of satellite data. However, there have been only a few successful attempts to temporarily match satellite observations (Land Surface Phenology or LSP) with ground ba...

(This article belongs to the Special Issue Land Surface Phenology and Seasonality: Novel Approaches and Applications)
  • Article
  • Open Access
22 Citations
6,046 Views
17 Pages

13 September 2016

With ten-year (2004–2013) ground-based observations of Beijing Forest (BJF) and Beijing City (BJC) sites in North China, we validated the high-quality MODerate resolution Imaging Spectroradiometer (MODIS) Collection 5 (C5) and Collection 6 (C6) Aeros...

(This article belongs to the Special Issue Uncertainties in Remote Sensing)
  • Article
  • Open Access
19 Citations
6,082 Views
16 Pages

12 September 2016

This paper introduces a novel semi-supervised tri-training classification algorithm based on diversity measurement for hyperspectral imagery. In this algorithm, three measures of diversity, i.e., double-fault measure, disagreement metric and correlat...

  • Article
  • Open Access
16 Citations
9,306 Views
19 Pages

12 September 2016

Change detection (CD) based on remote sensing images plays an important role in Earth observation. However, the CD accuracy is usually affected by sunlight and atmospheric conditions and sensor calibration. In this study, a scale-driven CD method inc...

(This article belongs to the Special Issue Uncertainties in Remote Sensing)
  • Article
  • Open Access
13 Citations
7,030 Views
18 Pages

12 September 2016

Snow in the mountainous watersheds of the Tarim River Basin is the primary source of water for western China. The Snow Cover Daily L3 Global 500-m Grid (MOD10A1) remote sensing dataset has proven extremely valuable for monitoring the changing snow co...

  • Technical Note
  • Open Access
23 Citations
7,650 Views
16 Pages

12 September 2016

A few previous studies have illustrated the potentials of compact polarimetric Synthetic Aperture Radar (CP SAR) in ship detection. In this paper, we design a ship detection algorithm of CP SAR from the perspective of computer vision. A ship detectio...

  • Article
  • Open Access
34 Citations
6,975 Views
16 Pages

12 September 2016

Using Montarice in central Adriatic Italy as a case study, this paper focuses on the extraction of the spectral (i.e., plant colour) and geometrical (i.e., plant height) components of a crop canopy from archived aerial photographs, treating both para...

(This article belongs to the Special Issue Archaeological Prospecting and Remote Sensing)
  • Article
  • Open Access
38 Citations
8,377 Views
29 Pages

11 September 2016

Hyperspectral image classification can be achieved by modeling an energy minimization problem on a graph of image pixels. In this paper, an effective spectral-spatial classification method for hyperspectral images based on joint bilateral filtering (...

  • Article
  • Open Access
11 Citations
6,176 Views
18 Pages

Statistical and Spectral Features of Corrugated Seafloor Shaped by the Hans Glacier in Svalbard

  • Jaroslaw Tegowski,
  • Karolina Trzcinska,
  • Marek Kasprzak and
  • Jaroslaw Nowak

10 September 2016

High-resolution images of the seabed obtained with the use of hydroacoustic measurements allow a detailed identification of inaccessible seabed areas such as the Hans Glacier foreland in the Hornsund Fjord on Spitsbergen. Analyses presented in the pa...

  • Article
  • Open Access
3 Citations
5,847 Views
18 Pages

9 September 2016

Clouds usually cause invalid observations for sensors aboard satellites, which corrupts the spatio-temporal continuity of land surface parameters retrieved from remote sensing data (e.g., MODerate Resolution Imaging Spectroradiometer (MODIS) data) an...

  • Article
  • Open Access
13 Citations
8,962 Views
23 Pages

A New Concept of Soil Line Retrieval from Landsat 8 Images for Estimating Plant Biophysical Parameters

  • Nima Ahmadian,
  • José A. M. Demattê,
  • Dandan Xu,
  • Erik Borg and
  • Reinhard Zölitz

9 September 2016

Extraction of vegetation information from remotely sensed images has remained a long-term challenge due to the influence of soil background. To reduce this effect, the slope and intercept of the soil line (SL) should be known to calculate SL-related...

(This article belongs to the Special Issue Remote Sensing Applied to Soils: From Ground to Space)
  • Article
  • Open Access
2 Citations
8,339 Views
16 Pages

Weak Environmental Controls of Tropical Forest Canopy Height in the Guiana Shield

  • Youven Goulamoussène,
  • Caroline Bedeau,
  • Laurent Descroix,
  • Vincent Deblauwe and ,
  • Laurent Linguet and
  • Bruno Hérault
  • + 1 author+ 0 author

9 September 2016

Canopy height is a key variable in tropical forest functioning and for regional carbon inventories. We investigate the spatial structure of the canopy height of a tropical forest, its relationship with environmental physical covariates, and the impli...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
46 Citations
9,091 Views
18 Pages

9 September 2016

Volterra (Central Italy) is a town of great historical interest, due to its vast and well-preserved cultural heritage, including a 2.6 km long Etruscan-medieval wall enclosure representing one of the most important elements. Volterra is located on a...

(This article belongs to the Special Issue Remote Sensing for Cultural Heritage)
  • Article
  • Open Access
33 Citations
9,189 Views
18 Pages

8 September 2016

Combining flux tower measurements with remote sensing or land surface models is generally regarded as an efficient method to scale up flux data from site to region. However, due to the heterogeneous nature of the vegetated land surface, the changing...

  • Article
  • Open Access
12 Citations
7,136 Views
23 Pages

8 September 2016

Over the past few years, there has been an increasing need for semantic information in automatic city modelling. However, due to the complexity of building structure, the semantic reconstruction of buildings is still a challenging task because it is...

(This article belongs to the Special Issue Fusion of LiDAR Point Clouds and Optical Images)
  • Article
  • Open Access
66 Citations
12,270 Views
20 Pages

Land Cover Classification Based on Fused Data from GF-1 and MODIS NDVI Time Series

  • Fanjie Kong,
  • Xiaobing Li,
  • Hong Wang,
  • Dengfeng Xie and ,
  • Xiang Li and
  • Yunxiao Bai
  • + 1 author+ 0 author

8 September 2016

Accurate regional and global information on land cover and its changes over time is crucial for environmental monitoring, land management, and planning. In this study, we selected Fengning County, in China’s Hebei Province, as a case study area. Usin...

(This article belongs to the Special Issue Land Surface Phenology and Seasonality: Novel Approaches and Applications)
  • Article
  • Open Access
1 Citations
5,200 Views
19 Pages

8 September 2016

High precision geometric rectification of High Resolution Satellite Imagery (HRSI) is the basis of digital mapping and Three-Dimensional (3D) modeling. Taking advantage of line features as basic geometric control conditions instead of control points,...

  • Article
  • Open Access
88 Citations
13,519 Views
29 Pages

Tree Species Classification in Temperate Forests Using Formosat-2 Satellite Image Time Series

  • David Sheeren,
  • Mathieu Fauvel,
  • Veliborka Josipović,
  • Maïlys Lopes and ,
  • Carole Planque,
  • Jérôme Willm and
  • Jean-François Dejoux
  • + 2 authors+ 0 author

7 September 2016

Mapping forest composition is a major concern for forest management, biodiversity assessment and for understanding the potential impacts of climate change on tree species distribution. In this study, the suitability of a dense high spatial resolution...

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Remote Sens. - ISSN 2072-4292