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Remote Sensing, Volume 6, Issue 4

2014 April - 45 articles

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Articles (45)

  • Article
  • Open Access
14 Citations
8,855 Views
22 Pages

23 April 2014

Research on global climate change requires plant functional type (PFT) products. Although several PFT mapping procedures for remote sensing imagery are being used, none of them appears to be specifically designed to map and evaluate PFTs over broad m...

  • Article
  • Open Access
39 Citations
9,684 Views
17 Pages

Multisource Single-Tree Inventory in the Prediction of Tree Quality Variables and Logging Recoveries

  • Mikko Vastaranta,
  • Ninni Saarinen,
  • Ville Kankare,
  • Markus Holopainen,
  • Harri Kaartinen,
  • Juha Hyyppä and
  • Hannu Hyyppä

22 April 2014

The stem diameter distribution, stem form and quality information must be measured as accurately as possible to optimize cutting. For a detailed measurement of the stands, we developed and demonstrated the use of a multisource single-tree inventory...

  • Article
  • Open Access
25 Citations
9,124 Views
19 Pages

Remote Estimation of Chlorophyll-a in Inland Waters by a NIR-Red-Based Algorithm: Validation in Asian Lakes

  • Gongliang Yu,
  • Wei Yang,
  • Bunkei Matsushita,
  • Renhui Li,
  • Yoichi Oyama and
  • Takehiko Fukushima

22 April 2014

Satellite remote sensing is a highly useful tool for monitoring chlorophyll-a concentration (Chl-a) in water bodies. Remote sensing algorithms based on near-infrared-red (NIR-red) wavelengths have demonstrated great potential for retrieving Chl-a in...

  • Article
  • Open Access
71 Citations
10,964 Views
19 Pages

Estimating Fractional Shrub Cover Using Simulated EnMAP Data: A Comparison of Three Machine Learning Regression Techniques

  • Marcel Schwieder,
  • Pedro J. Leitão,
  • Stefan Suess,
  • Cornelius Senf and
  • Patrick Hostert

22 April 2014

Anthropogenic interventions in natural and semi-natural ecosystems often lead to substantial changes in their functioning and may ultimately threaten ecosystem service provision. It is, therefore, necessary to monitor these changes in order to unders...

  • Article
  • Open Access
92 Citations
14,042 Views
29 Pages

Rain-Use-Efficiency: What it Tells us about the Conflicting Sahel Greening and Sahelian Paradox

  • Cécile Dardel,
  • Laurent Kergoat,
  • Pierre Hiernaux,
  • Manuela Grippa,
  • Eric Mougin,
  • Philippe Ciais and
  • Cam-Chi Nguyen

22 April 2014

Rain Use Efficiency (RUE), defined as Aboveground Net Primary Production (ANPP) divided by rainfall, is increasingly used to diagnose land degradation. Yet, the outcome of RUE monitoring has been much debated since opposite results were found about l...

  • Article
  • Open Access
24 Citations
9,762 Views
22 Pages

A Novel Land Cover Classification Map Based on a MODIS Time-Series in Xinjiang, China

  • Linlin Lu,
  • Claudia Kuenzer,
  • Huadong Guo,
  • Qingting Li,
  • Tengfei Long and
  • Xinwu Li

17 April 2014

Accurate mapping of land cover on a regional scale is useful for climate and environmental modeling. In this study, we present a novel land cover classification product based on spectral and phenological information for the Xinjiang Uygur Autonomous...

  • Article
  • Open Access
33 Citations
8,063 Views
18 Pages

Automatic Descriptor-Based Co-Registration of Frame Hyperspectral Data

  • Maria Vakalopoulou and
  • Konstantinos Karantzalos

17 April 2014

Frame hyperspectral sensors, in contrast to push-broom or line-scanning ones, produce hyperspectral datasets with, in general, better geometry but with unregistered spectral bands. Being acquired at different instances and due to platform motion and...

  • Article
  • Open Access
65 Citations
12,863 Views
18 Pages

16 April 2014

Describing and quantifying the spatial heterogeneity of land cover in urban systems is crucial for developing an ecological understanding of cities. This paper presents a new approach to quantifying the fine-scale heterogeneity in urban landscapes th...

  • Article
  • Open Access
20 Citations
7,785 Views
20 Pages

A Hierarchical Multi-Temporal InSAR Method for Increasing the Spatial Density of Deformation Measurements

  • Tao Li,
  • Guoxiang Liu,
  • Hui Lin,
  • Hongguo Jia,
  • Rui Zhang,
  • Bing Yu and
  • Qingli Luo

15 April 2014

Point-like targets are useful in providing surface deformation with the time series of synthetic aperture radar (SAR) images using the multi-temporal interferometric synthetic aperture radar (MTInSAR) methodology. However, the spatial density of poin...

  • Article
  • Open Access
25 Citations
9,085 Views
28 Pages

14 April 2014

How well parameterization will improve gross primary production (GPP) estimation using the MODerate-resolution Imaging Spectroradiometer (MODIS) algorithm has been rarely investigated. We adjusted the parameters in the algorithm for 21 selected eddy-...

  • Article
  • Open Access
36 Citations
12,564 Views
18 Pages

11 April 2014

This paper presents a new approach for roof facet segmentation based on ridge detection and hierarchical decomposition along ridges. The proposed approach exploits the fact that every roof can be composed of a set of gabled roofs and single facets wh...

  • Article
  • Open Access
97 Citations
9,973 Views
19 Pages

Extraction of Urban Power Lines from Vehicle-Borne LiDAR Data

  • Liang Cheng,
  • Lihua Tong,
  • Yu Wang and
  • Manchun Li

11 April 2014

Airborne LiDAR has been traditionally used for power line cruising. Nevertheless, data acquisition with airborne LiDAR is constrained by the complex environments in urban areas as well as the multiple parallel line structures on the same power line t...

  • Article
  • Open Access
24 Citations
10,933 Views
22 Pages

Detection of Alteration Induced by Onshore Gas Seeps from ASTER and WorldView-2 Data

  • Sanaz Salati,
  • Frank Van Ruitenbeek,
  • Freek Van der Meer and
  • Babak Naimi

10 April 2014

Hydrocarbon seeps cause chemical and mineralogical changes at the surface, which can be detected by remote sensing. This paper aims at the detection of mineral alteration induced by gas seeps in a marly limestone formation, SW Iran. For this purpose,...

  • Article
  • Open Access
9 Citations
8,157 Views
17 Pages

10 April 2014

Rapid land use changes are substantially altering the global carbon budget, yet quantifying the impact of these changes, or assessing efforts to mitigate them, remains challenging. Methods for assessing forest carbon range from precise ground surveys...

  • Article
  • Open Access
22 Citations
10,476 Views
20 Pages

Prediction of Forest Stand Attributes Using TerraSAR-X Stereo Imagery

  • Mikko Vastaranta,
  • Mikko Niemi,
  • Mika Karjalainen,
  • Jussi Peuhkurinen,
  • Ville Kankare,
  • Juha Hyyppä and
  • Markus Holopainen

10 April 2014

Consistent, detailed and up-to-date forest resource information is required for allocation of forestry activities and national and international reporting obligations. We evaluated the forest stand attribute prediction accuracy when radargrammetry wa...

  • Article
  • Open Access
89 Citations
10,982 Views
16 Pages

Estimation of Diurnal Cycle of Land Surface Temperature at High Temporal and Spatial Resolution from Clear-Sky MODIS Data

  • Si-Bo Duan,
  • Zhao-Liang Li,
  • Bo-Hui Tang,
  • Hua Wu,
  • Ronglin Tang,
  • Yuyun Bi and
  • Guoqing Zhou

10 April 2014

The diurnal cycle of land surface temperature (LST) is an important element of the climate system. Geostationary satellites can provide the diurnal cycle of LST with low spatial resolution and incomplete global coverage, which limits its applications...

  • Article
  • Open Access
154 Citations
15,702 Views
21 Pages

Changes in Vegetation Growth Dynamics and Relations with Climate over China’s Landmass from 1982 to 2011

  • Guang Xu,
  • Huifang Zhang,
  • Baozhang Chen,
  • Hairong Zhang,
  • John L. Innes,
  • Guangyu Wang,
  • Jianwu Yan,
  • Yonghong Zheng,
  • Zaichun Zhu and
  • Ranga B. Myneni

10 April 2014

Understanding how the dynamics of vegetation growth respond to climate change at different temporal and spatial scales is critical to projecting future ecosystem dynamics and the adaptation of ecosystems to global change. In this study, we investigat...

  • Article
  • Open Access
9 Citations
9,613 Views
27 Pages

On the Response of European Vegetation Phenology to Hydroclimatic Anomalies

  • Guido Ceccherini,
  • Nadine Gobron and
  • Mirco Migliavacca

9 April 2014

Climate change is expected to alter vegetation and carbon cycle processes, with implications for ecosystems. Notably, understanding the sensitivity of vegetation to the anomalies of precipitation and temperature over different land cover classes and...

  • Article
  • Open Access
100 Citations
10,594 Views
18 Pages

Surface Soil Water Content Estimation from Thermal Remote Sensing based on the Temporal Variation of Land Surface Temperature

  • Dianjun Zhang,
  • Ronglin Tang,
  • Wei Zhao,
  • Bohui Tang,
  • Hua Wu,
  • Kun Shao and
  • Zhao-Liang Li

9 April 2014

Soil water content (SWC) is a crucial variable in the thermal infrared research and is the major control for land surface hydrological processes at the watershed scale. Estimating the surface SWC from remotely sensed data using the triangle method pr...

  • Article
  • Open Access
24 Citations
10,905 Views
20 Pages

Window Regression: A Spatial-Temporal Analysis to Estimate Pixels Classified as Low-Quality in MODIS NDVI Time Series

  • Julio Cesar De Oliveira,
  • José Carlos Neves Epiphanio and
  • Camilo Daleles Rennó

8 April 2014

MODerate resolution Imaging Spectroradiometer (MODIS) data are largely used in multitemporal analysis of various Earth-related phenomena, such as vegetation phenology, land use/land cover change, deforestation monitoring, and time series analysis. In...

  • Article
  • Open Access
12 Citations
8,304 Views
16 Pages

Interactive Correlation Environment (ICE) — A Statistical Web Tool for Data Collinearity Analysis

  • Igor Ogashawara,
  • Marcelo P. Curtarelli,
  • Arley F. Souza,
  • Pétala B. Augusto-Silva,
  • Enner H. Alcântara and
  • José L. Stech

4 April 2014

Web tools for statistical investigation with an interactive and friendly interface enable users without programming knowledge to conduct their analyses. We develop an Interactive Correlation Environment (ICE) in an open access platform to perform spe...

  • Article
  • Open Access
72 Citations
13,413 Views
26 Pages

4 April 2014

This paper presents methods for 3D modeling of railway environments from airborne laser scanning (ALS) and mobile laser scanning (MLS). Conventionally, aerial data such as ALS and aerial images were utilized for 3D model reconstruction. However, 3D m...

  • Article
  • Open Access
80 Citations
12,710 Views
22 Pages

Thirty-two Years of Sahelian Zone Growing Season Non-Stationary NDVI3g Patterns and Trends

  • Assaf Anyamba,
  • Jennifer L. Small,
  • Compton J. Tucker and
  • Edwin W. Pak

4 April 2014

We update the Global Inventory Modeling and Mapping Studies (GIMMS) analysis of Sahelian vegetation dynamics and trends using the normalized difference vegetation index (NDVI; version 3g) 1981 to 2012 data set. We compare the annual NDIV3g and July t...

  • Article
  • Open Access
53 Citations
12,054 Views
18 Pages

Vegetation Greenness in Northeastern Brazil and Its Relation to ENSO Warm Events

  • Stefan Erasmi,
  • Anne Schucknecht,
  • Marx P. Barbosa and
  • Joerg Matschullat

3 April 2014

The spatio-temporal variability of trends in vegetation greenness in dryland areas is a well-documented phenomenon in remote sensing studies at global to regional scales. The underlying causes differ, however, and are often not well understood. Here,...

  • Article
  • Open Access
17 Citations
7,548 Views
21 Pages

2 April 2014

Image orientation requires ground control as a source of information for both indirect estimation and quality assessment to guarantee the accuracy of the photogrammetric processes. However, the orientation still depends on interactive measurements to...

  • Article
  • Open Access
31 Citations
11,091 Views
26 Pages

ESA-MERIS 10-Year Mission Reveals Contrasting Phytoplankton Bloom Dynamics in Two Tropical Regions of Northern Australia

  • David Blondeau-Patissier,
  • Thomas Schroeder,
  • Vittorio E. Brando,
  • Stefan W. Maier,
  • Arnold G. Dekker and
  • Stuart Phinn

1 April 2014

The spatial and temporal variability of phytoplankton blooms was investigated in two tropical coastal regions of northern Australia using the MEdium Resolution Imaging Spectrometer (MERIS) full mission (2002–2012) reduced resolution dataset. Satellit...

  • Article
  • Open Access
2 Citations
9,527 Views
31 Pages

Probability Density Components Analysis: A New Approach to Treatment and Classification of SAR Images

  • Osmar Abílio De Carvalho Júnior,
  • Luz Marilda de Moraes Maciel,
  • Ana Paula Ferreira De Carvalho,
  • Renato Fontes Guimarães,
  • Cristiano Rosa Silva,
  • Roberto Arnaldo Trancoso Gomes and
  • Nilton Correia Silva

1 April 2014

Speckle noise (salt and pepper) is inherent to synthetic aperture radar (SAR), which causes a usual noise-like granular aspect and complicates the image classification. In SAR image analysis, the spatial information might be a particular benefit for...

  • Article
  • Open Access
6 Citations
6,945 Views
14 Pages

Reconstructed Wind Fields from Multi-Satellite Observations

  • Ruohan Tang,
  • Deyou Liu,
  • Guoqi Han,
  • Zhimin Ma and
  • Brad De Young

31 March 2014

We present and validate a method of reconstructing high-resolution sea surface wind fields from multi-sensor satellite data over the Grand Banks of Newfoundland off Atlantic Canada. Six-hourly ocean wind fields from blended products (including multi...

  • Article
  • Open Access
117 Citations
15,264 Views
28 Pages

31 March 2014

In this study, a classification and performance evaluation framework for the recognition of urban patterns in medium (Landsat ETM, TM and MSS) and very high resolution (WorldView-2, Quickbird, Ikonos) multi-spectral satellite images is presented. The...

  • Article
  • Open Access
139 Citations
11,985 Views
23 Pages

31 March 2014

Estimating crop nitrogen (N) status with sensors can be useful to adjust fertilizer levels to crop requirements, reducing farmers’ costs and N losses to the environment. In this study, we evaluated the potential of hyperspectral indices obtained from...

  • Article
  • Open Access
71 Citations
9,390 Views
19 Pages

28 March 2014

There have been many studies and much attention paid to spatial sharpening for thermal imagery. Among them, TsHARP, based on the good correlation between vegetation index and land surface temperature (LST), is regarded as a standard technique because...

  • Article
  • Open Access
15 Citations
6,864 Views
20 Pages

28 March 2014

The accuracy of different coarse-resolution land cover products is an important consideration for product users at the regional or global scale, and different evaluation methods inevitably result in discrepancies in accuracy for the same land cover p...

  • Article
  • Open Access
45 Citations
9,202 Views
14 Pages

28 March 2014

FengYun-3 (FY-3) Visible Infrared Radiometer (VIRR), along with its predecessor, Multispectral Visible Infrared Scanning Radiometer (MVISR), onboard FY-1C&D have had continuous global observation more than 14 years. This data record is valuable f...

  • Article
  • Open Access
87 Citations
8,338 Views
18 Pages

Initial Stability Assessment of S-NPP VIIRS Reflective Solar Band Calibration Using Invariant Desert and Deep Convective Cloud Targets

  • Rajendra Bhatt,
  • David R. Doelling,
  • Aisheng Wu,
  • Xiaoxiong Xiong,
  • Benjamin R. Scarino,
  • Conor O. Haney and
  • Arun Gopalan

27 March 2014

The latest CERES FM-5 instrument launched onboard the S-NPP spacecraft will use the VIIRS visible radiances from the NASA Land Product Evaluation and Analysis Tool Elements (PEATE) product for retrieving the cloud properties associated with its TOA f...

  • Article
  • Open Access
87 Citations
8,957 Views
18 Pages

Assessing the Robustness of Vegetation Indices to Estimate Wheat N in Mediterranean Environments

  • Davide Cammarano,
  • Glenn J. Fitzgerald,
  • Raffaele Casa and
  • Bruno Basso

27 March 2014

Remotely sensed vegetation indices have been extensively used to quantify plant and soil characteristics. The objectives of this study were to: (i) compare vegetation indices developed at different scales for measuring canopy N content (g∙N∙m−2) and...

  • Correction
  • Open Access
5,423 Views
2 Pages

26 March 2014

Due to an oversight by the authors there are a few corrections that are necessary for the publication [1]: [...]

  • Article
  • Open Access
49 Citations
14,164 Views
20 Pages

Topographic Correction of ZY-3 Satellite Images and Its Effects on Estimation of Shrub Leaf Biomass in Mountainous Areas

  • Ming-Liang Gao,
  • Wen-Ji Zhao,
  • Zhao-Ning Gong,
  • Hui-Li Gong,
  • Zheng Chen and
  • Xin-Ming Tang

26 March 2014

The availability of ZY-3 satellite data provides additional potential for surveying, mapping, and quantitative studies. Topographic correction, which eliminates the terrain effect caused by the topographic relief, is one of the fundamental steps in d...

  • Article
  • Open Access
31 Citations
10,295 Views
17 Pages

Integration of Field and Laboratory Spectral Data with Multi-Resolution Remote Sensed Imagery for Asphalt Surface Differentiation

  • Alessandro Mei,
  • Rosamaria Salvatori,
  • Nicola Fiore,
  • Alessia Allegrini and
  • Antonio D'Andrea

26 March 2014

The ability to classify asphalt surfaces is an important goal for the selection of suitable non-variant targets as pseudo-invariant targets during the calibration/validation of remotely-sensed images. In addition, the possibility to recognize differe...

  • Article
  • Open Access
35 Citations
11,499 Views
27 Pages

An Automated Approach to Map the History of Forest Disturbance from Insect Mortality and Harvest with Landsat Time-Series Data

  • Christopher S.R. Neigh,
  • Douglas K. Bolton,
  • Mouhamad Diabate,
  • Jennifer J. Williams and
  • Nuno Carvalhais

26 March 2014

Forests contain a majority of the aboveground carbon (C) found in ecosystems, and understanding biomass lost from disturbance is essential to improve our C-cycle knowledge. Our study region in the Wisconsin and Minnesota Laurentian Forest had a stron...

  • Article
  • Open Access
17 Citations
12,111 Views
19 Pages

25 March 2014

Bodies of water, particularly swimming pools, are land covers of high interest. Their maintenance involves energy costs that authorities must take into consideration. In addition, swimming pools are important water sources for firefighting. However,...

  • Article
  • Open Access
31 Citations
10,382 Views
17 Pages

Laboratory Salinization of Brazilian Alluvial Soils and the Spectral Effects of Gypsum

  • Luis Clenio J. Moreira,
  • Adunias Dos Santos Teixeira and
  • Lênio Soares Galvão

25 March 2014

Irrigation-induced salinization is an important land degradation process that affects crop yield in the Brazilian semi-arid region, and gypsum has been used as a corrective measure for saline soils. Fluvent soil samples (180) were treated with increa...

  • Article
  • Open Access
28 Citations
8,297 Views
18 Pages

The Estimation of Regional Crop Yield Using Ensemble-Based Four-Dimensional Variational Data Assimilation

  • Zhiwei Jiang,
  • Zhongxin Chen,
  • Jin Chen,
  • Jianqiang Ren,
  • Zongnan Li and
  • Liang Sun

25 March 2014

To improve crop model performance for regional crop yield estimates, a new four-dimensional variational algorithm (POD4DVar) merging the Monte Carlo and proper orthogonal decomposition techniques was introduced to develop a data assimilation strategy...

  • Article
  • Open Access
39 Citations
7,859 Views
17 Pages

25 March 2014

Plant species identification and mapping based on remotely-sensed spectral signatures is a challenging task with the potential to contribute enormously to ecological studies. Success in this task rests upon the appropriate collection and use of costl...

  • Article
  • Open Access
165 Citations
12,246 Views
19 Pages

Estimating Soil Organic Carbon Using VIS/NIR Spectroscopy with SVMR and SPA Methods

  • Xiaoting Peng,
  • Tiezhu Shi,
  • Aihong Song,
  • Yiyun Chen and
  • Wenxiu Gao

25 March 2014

With 298 heterogeneous soil samples from Yixing (Jiangsu Province), Zhongxiang and Honghu (Hubei Province), this study aimed to combine a successive projections algorithm (SPA) with a support vector machine regression (SVMR) model (SPA-SVMR model) to...

  • Article
  • Open Access
32 Citations
9,044 Views
25 Pages

25 March 2014

Seasonal cycles, interannual variations and decadal trends of Sea-viewing Wide Field-of-view Sensor (SeaWiFS)-retrieved chlorophyll-a concentration (Chl-a) in the Strait of Malacca (SM) were investigated with reconstructed, cloud-free SeaWiFS Chl-a d...

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Remote Sens. - ISSN 2072-4292