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Remote Sensing, Volume 9, Issue 2

2017 February - 86 articles

Cover Story: An algorithm, based on RGB imagery, acquired with a UAV is proposed to characterize the 3D macro-structure of vineyards. We apply a photogrammetric technique on the overlapping RGB images to derive the canopy height model. By applying a threshold, we separate the rows from the inter-rows to estimate the row orientation, height, width and spacing, the cover fraction and the percentage of missing segments along the rows. Comparison with ground measurements provides a root mean square error of 9.8 cm for row height, 8.7 cm for row width, and 7 cm for row spacing. Conversely to height and spacing, the ability of the algorithm to accurately estimate row width, cover fraction and percentage of missing row segments, depends on the success of the photogrammetric technique. It is therefore mandatory to combine optimal flight configuration and camera settings to get good quality images with a high overlapping percentage. View the paper.
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Articles (86)

  • Article
  • Open Access
30 Citations
7,562 Views
18 Pages

22 February 2017

Aerosol scattering is an important source of error in CO2 retrievals from satellite. This paper presents an analysis of aerosol information content from the Cloud and Aerosol Polarimetric Imager (CAPI) onboard the Chinese Carbon Dioxide Observation S...

  • Article
  • Open Access
209 Citations
13,862 Views
15 Pages

22 February 2017

The use of Unmanned Aerial Vehicles (UAV) for photogrammetric surveying has recently gained enormous popularity. Images taken from UAVs are used for generating Digital Surface Models (DSMs) and orthorectified images. In the glaciological context, the...

  • Article
  • Open Access
17 Citations
6,181 Views
16 Pages

21 February 2017

In many remote sensing projects on land cover mapping, the interest is often in a sub-set of classes presented in the study area. Conventional multi-class classification may lead to a considerable training effort and to the underestimation of the cla...

  • Article
  • Open Access
12 Citations
6,756 Views
22 Pages

An Empirical Ocean Colour Algorithm for Estimating the Contribution of Coloured Dissolved Organic Matter in North-Central Western Adriatic Sea

  • Alessandra Campanelli,
  • Simone Pascucci,
  • Mattia Betti,
  • Federica Grilli,
  • Mauro Marini,
  • Stefano Pignatti and
  • Stefano Guicciardi

21 February 2017

The performance of empirical band ratio models were evaluated for the estimation of Coloured Dissolved Organic Matter (CDOM) using MODIS ocean colour sensor images and data collected on the North-Central Western Adriatic Sea (Mediterranean Sea). Rela...

  • Article
  • Open Access
19 Citations
7,626 Views
13 Pages

Coupling Fine-Scale Root and Canopy Structure Using Ground-Based Remote Sensing

  • Brady S. Hardiman,
  • Christopher M. Gough,
  • John R. Butnor,
  • Gil Bohrer,
  • Matteo Detto and
  • Peter S. Curtis

21 February 2017

Ecosystem physical structure, defined by the quantity and spatial distribution of biomass, influences a range of ecosystem functions. Remote sensing tools permit the non-destructive characterization of canopy and root features, potentially providing...

  • Article
  • Open Access
28 Citations
10,573 Views
25 Pages

A Radiometric Uncertainty Tool for the Sentinel 2 Mission

  • Javier Gorroño,
  • Norman Fomferra,
  • Marco Peters,
  • Ferran Gascon,
  • Craig I. Underwood,
  • Nigel P. Fox,
  • Grit Kirches and
  • Carsten Brockmann

21 February 2017

In the framework of the European Copernicus programme, the European Space Agency (ESA) has launched the Sentinel-2 (S2) Earth Observation (EO) mission which provides optical high spatial resolution imagery over land and coastal areas. As part of this...

  • Article
  • Open Access
18 Citations
7,498 Views
17 Pages

21 February 2017

The spatial distribution of disturbances in Andean tropical forests and protected areas has commonly been calculated using bi or tri-temporal analysis because of persistent cloud cover and complex topography. Long-term trends of vegetative decline (b...

  • Article
  • Open Access
7 Citations
7,048 Views
18 Pages

20 February 2017

Definite surface topography of ice provides fundamental information for most glaciologists to study climate change. However, the topography at the marginal region of ice sheets exhibits noticeable dynamical changes from fast flow velocity and large t...

  • Article
  • Open Access
96 Citations
13,150 Views
18 Pages

20 February 2017

Timely and accurate extraction of urban land area using the Suomi National Polar-orbiting Partnership Visible Infrared Imaging Radiometer Suite (VIIRS) nighttime light data is important for urban studies. However, a comprehensive assessment of the ex...

  • Article
  • Open Access
97 Citations
14,152 Views
19 Pages

Comparison of Two Simulation Methods of the Temperature Vegetation Dryness Index (TVDI) for Drought Monitoring in Semi-Arid Regions of China

  • Lingtong Du,
  • Naiping Song,
  • Ke Liu,
  • Jing Hou,
  • Yue Hu,
  • Yuguo Zhu,
  • Xinyun Wang,
  • Lei Wang and
  • Yige Guo

20 February 2017

The Temperature Vegetation Dryness Index (TVDI), a drought monitoring index based on an empirical parameterization of the Land Surface Temperature (LST)–Normalized Difference Vegetation Index (NDVI) space, has been widely implemented in a variety of...

  • Article
  • Open Access
184 Citations
12,434 Views
24 Pages

Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series

  • Charlotte Pelletier,
  • Silvia Valero,
  • Jordi Inglada,
  • Nicolas Champion,
  • Claire Marais Sicre and
  • Gérard Dedieu

18 February 2017

Supervised classification systems used for land cover mapping require accurate reference databases. These reference data come generally from different sources such as field measurements, thematic maps, or aerial photographs. Due to misregistration, u...

  • Article
  • Open Access
25 Citations
9,710 Views
24 Pages

18 February 2017

This study combines spaceborne multitemporal and hyperspectral data to analyze the spatial distribution of surface evaporite minerals and changes in a semi-arid depositional environment associated with episodic flooding events, the Omongwa salt pan (...

  • Article
  • Open Access
165 Citations
13,239 Views
23 Pages

Testing Accuracy and Repeatability of UAV Blocks Oriented with GNSS-Supported Aerial Triangulation

  • Francesco Benassi,
  • Elisa Dall’Asta,
  • Fabrizio Diotri,
  • Gianfranco Forlani,
  • Umberto Morra di Cella,
  • Riccardo Roncella and
  • Marina Santise

18 February 2017

UAV Photogrammetry today already enjoys a largely automated and efficient data processing pipeline. However, the goal of dispensing with Ground Control Points looks closer, as dual-frequency GNSS receivers are put on board. This paper reports on the...

  • Article
  • Open Access
65 Citations
13,649 Views
13 Pages

Contour Detection for UAV-Based Cadastral Mapping

  • Sophie Crommelinck,
  • Rohan Bennett,
  • Markus Gerke,
  • Michael Ying Yang and
  • George Vosselman

18 February 2017

Unmanned aerial vehicles (UAVs) provide a flexible and low-cost solution for the acquisition of high-resolution data. The potential of high-resolution UAV imagery to create and update cadastral maps is being increasingly investigated. Existing proced...

  • Article
  • Open Access
22 Citations
8,456 Views
16 Pages

Hydrological Modelling using Satellite-Based Crop Coefficients: A Comparison of Methods at the Basin Scale

  • Johannes E. Hunink,
  • Joris P. C. Eekhout,
  • Joris De Vente,
  • Sergio Contreras,
  • Peter Droogers and
  • Alain Baille

18 February 2017

The parameterization of crop coefficients (kc) is critical for determining a water balance. We used satellite-based and literature-based methods to derive kc values for a distributed hydrologic model. We evaluated the impact of different kc parametri...

  • Article
  • Open Access
39 Citations
7,626 Views
20 Pages

Monitoring the Rapid-Moving Reactivation of Earth Flows by Means of GB-InSAR: The April 2013 Capriglio Landslide (Northern Appennines, Italy)

  • Federica Bardi,
  • Federico Raspini,
  • William Frodella,
  • Luca Lombardi,
  • Massimiliano Nocentini,
  • Giovanni Gigli,
  • Stefano Morelli,
  • Alessandro Corsini and
  • Nicola Casagli

17 February 2017

This paper presents the main results of the GB-InSAR (ground based interferometric synthetic aperture radar) monitoring of the Capriglio landslide (Northern Apennines, Emilia Romagna Region, Italy), activated on 6 April 2013. The landslide, triggered...

  • Article
  • Open Access
15 Citations
5,953 Views
16 Pages

17 February 2017

Fire detection from satellite sensors relies on an accurate estimation of the unperturbed state of a target pixel, from which an anomaly can be isolated. Methods for estimating the radiation budget of a pixel without fire depend upon training data de...

  • Article
  • Open Access
17 Citations
7,668 Views
18 Pages

Marsh Loss Due to Cumulative Impacts of Hurricane Isaac and the Deepwater Horizon Oil Spill in Louisiana

  • Shruti Khanna,
  • Maria J. Santos,
  • Alexander Koltunov,
  • Kristen D. Shapiro,
  • Mui Lay and
  • Susan L. Ustin

17 February 2017

Coastal ecosystems are greatly endangered due to anthropogenic development and climate change. Multiple disturbances may erode the ability of a system to recover from stress if there is little time between disturbance events. We evaluated the ability...

  • Article
  • Open Access
19 Citations
6,380 Views
21 Pages

17 February 2017

Soil moisture (SM) estimates are important to research, but are not accurately predictable in areas with tall vegetation. Full-polarization Radarsat-2 C-band data were used to retrieve SM contents using typical polarization decomposition (Freeman–Dur...

  • Article
  • Open Access
2 Citations
4,983 Views
14 Pages

16 February 2017

The development of satellite-derived datasets has greatly facilitated large-scale ecological studies, as in situ observations are spatially sparse and expensive undertakings. We tested the efficacy of using satellite sea surface temperature (SST) col...

  • Article
  • Open Access
36 Citations
7,233 Views
14 Pages

16 February 2017

Urban growth is a process that imposes profound physical and socioeconomic restructuring on cities. Urban land expansion as an immediate physical manifestation of urban growth has been extensively studied using a variety of remote sensing methods. Ho...

  • Addendum
  • Open Access
1 Citations
3,319 Views
1 Page

16 February 2017

This work presented in [1] was partly supported by the ESA Dragon 2 programme under proposal no. 5322: ”Key Eco-Hydrological Parameters Retrieval and Land Data Assimilation System Development in a Typical Inland River Basin of China’s Arid Region”, a...

  • Article
  • Open Access
38 Citations
6,214 Views
10 Pages

16 February 2017

In this paper, a method for extracting wind parameters from rain-contaminated X-band nautical radar images is presented. The texture of the radar image is first generated based on spatial variability analysis. Through this process, the rain clutter i...

  • Article
  • Open Access
37 Citations
6,128 Views
19 Pages

Algorithm Development for Land Surface Temperature Retrieval: Application to Chinese Gaofen-5 Data

  • Yuanyuan Chen,
  • Si-Bo Duan,
  • Huazhong Ren,
  • Jelila Labed and
  • Zhao-Liang Li

16 February 2017

Land surface temperature (LST) is a key variable in the study of the energy exchange between the land surface and the atmosphere. Among the different methods proposed to estimate LST, the quadratic split-window (SW) method has achieved considerable p...

  • Article
  • Open Access
30 Citations
6,813 Views
17 Pages

16 February 2017

The range between a sensor and the target, the incidence angle, and the target reflectance, are known factors that can influence the intensity values of LiDAR data and consequently, its use in many applications. However, very few studies have provide...

  • Review
  • Open Access
45 Citations
10,749 Views
30 Pages

15 February 2017

Earth observation is diversifying, and now includes new types of systems, such as citizen observatories, unmanned aerial vehicles and wireless sensor networks. However, the Copernicus Programme vision of a seamless chain from satellite data to usable...

  • Article
  • Open Access
8 Citations
5,572 Views
16 Pages

A Parameterized Microwave Emissivity Model for Bare Soil Surfaces

  • Yanhui Xie,
  • Jiancheng Shi,
  • Dabin Ji,
  • Jiqin Zhong and
  • Shuiyong Fan

15 February 2017

Due to the difficulty in accurately interpreting surface emissivity spectra, problems remain in the application of passive microwave satellite observations over land surfaces. This study develops a parameterized soil surface emissivity model to quant...

  • Article
  • Open Access
17 Citations
6,482 Views
21 Pages

15 February 2017

The spread of exotic conifers from commercial plantation forests has significant economic and ecological implications. Accurate methods for invasive conifer detection are required to enable monitoring and guide control. In this research, we combined...

  • Article
  • Open Access
25 Citations
7,041 Views
14 Pages

15 February 2017

Shoreline information is fundamental for understanding coastal dynamics and for implementing environmental policy. The analysis of shoreline variability usually uses a group of shoreline indicators visibly discernible in coastal imagery, such as the...

  • Feature Paper
  • Article
  • Open Access
63 Citations
9,446 Views
19 Pages

Seasonal Change in Wetland Coherence as an Aid to Wetland Monitoring

  • Brian Brisco,
  • Frank Ahern,
  • Kevin Murnaghan,
  • Lori White,
  • Francis Canisus and
  • Philip Lancaster

15 February 2017

Water is an essential natural resource, and information about surface water conditions can support a wide variety of applications, including urban planning, agronomy, hydrology, electrical power generation, disaster relief, ecology and preservation o...

  • Article
  • Open Access
8 Citations
6,329 Views
19 Pages

15 February 2017

Monitoring glacier changes is essential for estimating the water mass balance of the Tibetan Plateau. In this study, we exploit ICESat laser altimetry data in combination with the SRTM DEM and the GLIMS glacier mask to estimate trends in change in gl...

  • Article
  • Open Access
15 Citations
9,188 Views
36 Pages

LiDAR-Assisted Multi-Source Program (LAMP) for Measuring Above Ground Biomass and Forest Carbon

  • Tuomo Kauranne,
  • Anup Joshi,
  • Basanta Gautam,
  • Ugan Manandhar,
  • Santosh Nepal,
  • Jussi Peuhkurinen,
  • Jarno Hämäläinen,
  • Virpi Junttila,
  • Katja Gunia and
  • Vesa Leppänen
  • + 3 authors

14 February 2017

Forest measurement for purposes like harvesting planning, biomass estimation and mitigating climate change through carbon capture by forests call for increasingly frequent forest measurement campaigns that need to balance cost with accuracy and preci...

  • Article
  • Open Access
44 Citations
7,952 Views
15 Pages

13 February 2017

As one of the most important geographical units affected by global climate change, lakes are sensitive to climatic changes and are considered “indicators” of climate and the environment. In this study, changes in the spatial-temporal characteristics...

  • Article
  • Open Access
19 Citations
7,107 Views
17 Pages

The Evaluation of Single-Sensor Surface Soil Moisture Anomalies over the Mainland of the People’s Republic of China

  • Robert M. Parinussa,
  • Guojie Wang,
  • Yi Y. Liu,
  • Daniel F. T. Hagan,
  • Fenfang Lin,
  • Robin Van der Schalie and
  • Richard A. M. De Jeu

13 February 2017

In recent years, different space agencies have launched satellite missions that carry passive microwave instruments on-board that can measure surface soil moisture. Three currently operational missions are the Soil Moisture and Ocean Salinity (SMOS)...

  • Article
  • Open Access
2 Citations
5,122 Views
16 Pages

A New Propagation Channel Synthesizer for UAVs in the Presence of Tree Canopies

  • Milan Kvicera,
  • Fernando Perez-Fontan and
  • Pavel Pechac

13 February 2017

Following the increasing popularity of unmanned aerial vehicles (UAVs) for remote sensing applications, the reliable operation under a number of various radio wave propagation conditions is required. Assuming common outdoor scenarios, the presence of...

  • Article
  • Open Access
24 Citations
5,632 Views
18 Pages

Validation and Analysis of Long-Term AATSR Land Surface Temperature Product in the Heihe River Basin, China

  • Xiaoying Ouyang,
  • Dongmei Chen,
  • Si-Bo Duan,
  • Yonghui Lei,
  • Youjun Dou and
  • Guangcheng Hu

13 February 2017

The Advanced Along-Track Scanning Radiometer (AATSR) land surface temperature (LST) product has a long-term time series of data from 20 May 2002 to 8 April 2012 and is a crucial dataset for global change studies. Accuracy and uncertainty assessment o...

  • Article
  • Open Access
34 Citations
7,442 Views
23 Pages

10 February 2017

ALS-derived raster visualization techniques have become common in recent years, opening up new possibilities for subtle landform detection in earth sciences and archaeology, but they have also introduced confusion for users. As a consequence, the cho...

  • Article
  • Open Access
25 Citations
6,743 Views
21 Pages

10 February 2017

Vegetation is often represented by the leaf area index (LAI) in many ecological, hydrological and meteorological land surface models. However, the spatio-temporal dynamics of the vegetation are important to represent in these models. While the widely...

  • Article
  • Open Access
7 Citations
6,916 Views
25 Pages

10 February 2017

Topology adaptive water boundary extraction from satellite images using parametric snakes remains challenging in the domain of image segmentation. This paper proposed a modified balloon snake (MB-Snake) method based on the balloon snake (B-Snake) met...

  • Article
  • Open Access
9 Citations
6,049 Views
13 Pages

A Novel and Inexpensive Method for Measuring Volcanic Plume Water Fluxes at High Temporal Resolution

  • Tom D. Pering,
  • Andrew J. S. McGonigle,
  • Giancarlo Tamburello,
  • Alessandro Aiuppa,
  • Marcello Bitetto,
  • Cosimo Rubino and
  • Thomas C. Wilkes

10 February 2017

Water vapour (H2O) is the dominant species in volcanic gas plumes. Therefore, measurements of H2O fluxes could provide valuable constraints on subsurface degassing and magmatic processes. However, due to the large and variable concentration of this s...

  • Article
  • Open Access
31 Citations
8,225 Views
16 Pages

10 February 2017

Extreme flood events in recent years in Canada have highlighted the need for historical information to better manage future flood risk. In this paper, a methodology to generate flood maps from Landsat to determine historical inundation frequency is p...

  • Article
  • Open Access
28 Citations
9,005 Views
27 Pages

Change Vector Analysis to Monitor the Changes in Fuzzy Shorelines

  • Ratna Sari Dewi,
  • Wietske Bijker and
  • Alfred Stein

10 February 2017

Mapping of shorelines and monitoring of their changes is challenging due to the large variation in shoreline position related to seasonal and tidal patterns. This study focused on a flood-prone area in the north of Java. We show the possibility of u...

  • Article
  • Open Access
17 Citations
11,620 Views
11 Pages

An Improved Shape Contexts Based Ship Classification in SAR Images

  • Ji-Wei Zhu,
  • Xiao-Lan Qiu,
  • Zong-Xu Pan,
  • Yue-Ting Zhang and
  • Bin Lei

10 February 2017

In synthetic aperture radar (SAR) imagery, relating to maritime surveillance studies, the ship has always been the main focus of study. In this letter, a method of ship classification in SAR images is proposed to enhance classification accuracy. In t...

  • Article
  • Open Access
55 Citations
13,409 Views
23 Pages

10 February 2017

Identifying individual trees and delineating their canopy structures from the forest point clouddataacquiredbyanairborneLiDAR(LightDetectionAndRanging)hassignificantimplications in forestry inventory. Once accurately identified, tree structural attribu...

  • Article
  • Open Access
24 Citations
7,524 Views
19 Pages

9 February 2017

Global maps of total-column carbon dioxide (CO2) mole fraction (in units of parts per million) are important tools for climate research since they provide insights into the spatial distribution of carbon intake and emissions as well as their seasonal...

  • Article
  • Open Access
13 Citations
5,338 Views
14 Pages

8 February 2017

This study provides the first technique to investigate the turbulent fluxes over the Great Lakes from July 2001 to December 2014 using a combination of data from satellite remote sensing, reanalysis data sets, and direct measurements. Turbulent fluxe...

  • Article
  • Open Access
76 Citations
10,946 Views
21 Pages

Urban Expansion and Its Impact on the Land Use Pattern in Xishuangbanna since the Reform and Opening up of China

  • Hui Cao,
  • Jian Liu,
  • Chao Fu,
  • Wanfeng Zhang,
  • Guizhou Wang,
  • Guang Yang and
  • Lei Luo

7 February 2017

Since the Chinese government carried out the reform and opening up policy, Xishuangbanna Dai Autonomous Prefecture has experienced rapid urbanization and dramatic land use change. This research aims at analyzing urban expansion in Xishuangbanna and i...

  • Article
  • Open Access
28 Citations
6,756 Views
14 Pages

7 February 2017

Alpine grasslands on the Tibetan Plateau are claimed to be sensitive and vulnerable to climate change and human disturbance. The mechanism, direction and magnitude of climatic and anthropogenic influences on net primary productivity (NPP) of various...

  • Article
  • Open Access
80 Citations
11,764 Views
32 Pages

7 February 2017

Recently, superpixel segmentation has been proven to be a powerful tool for hyperspectral image (HSI) classification. Nonetheless, the selection of the optimal superpixel size is a nontrivial task. In addition, compared with single-scale superpixel s...

  • Article
  • Open Access
23 Citations
11,072 Views
26 Pages

Investigation of Potential Volcanic Risk from Mt. Baekdu by DInSAR Time Series Analysis and Atmospheric Correction

  • Jung-Rack Kim,
  • Shih-Yuan Lin,
  • Hye-Won Yun,
  • Ya-Lun Tsai,
  • Hwa-Jung Seo,
  • Sungwook Hong and
  • YunSoo Choi

7 February 2017

Mt. Baekdu is a volcano near the North Korea-Chinese border that experienced a few destructive eruptions over the course of its history, including the well-known 1702 A.D eruption. However, signals of unrest, including seismic activity, gas emission...

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Remote Sens. - ISSN 2072-4292