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Remote Sensing, Volume 8, Issue 6

2016 June - 90 articles

Cover Story: As one of the most water-stressed cities in the world, Beijing has been suffering from land subsidence since 1935 due to over-exploitation of groundwater. Based on detailed analyses of Envisat ASAR images acquired between 2003 and 2010 and TerraSAR-X images from 2010 to 2011, this paper provides new insights into the spatio-temporal distribution characteristics and the key triggering and conditioning factors of land subsidence in Beijing. The maximum subsidence is observed in the eastern part of Beijing with a rate greater than 100 mm/year. The good agreement between InSAR and GPS results suggests that InSAR is a powerful tool for monitoring land subsidence. Interesting relationships in terms of land subsidence were found with groundwater level, active faults, accumulated soft soil thickness, aquifer types and the distances to pumping wells. View this paper
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Articles (90)

  • Article
  • Open Access
167 Citations
16,392 Views
18 Pages

22 June 2016

Synthetic Aperture Radar (SAR) backscatter measurements are sensitive to forest aboveground biomass (AGB), and the observations from space can be used for mapping AGB globally. However, the radar sensitivity saturates at higher AGB values depending o...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
49 Citations
8,406 Views
11 Pages

22 June 2016

Determining the relationship between crustal movement and faulting in thrust belts is essential for understanding the growth of geological structures and addressing the proposed models of a potential earthquake hazard. A Mw 5.9 earthquake occurred on...

(This article belongs to the Special Issue Earth Observations for Geohazards)
  • Article
  • Open Access
38 Citations
7,263 Views
14 Pages

22 June 2016

Nitrogen is an essential nutrient element in crop photosynthesis and yield improvement. Thus, it is urgent and important to accurately estimate the leaf nitrogen contents (LNC) of crops for precision nitrogen management. Based on the correlation betw...

  • Article
  • Open Access
8 Citations
7,292 Views
19 Pages

22 June 2016

Satellite images and aerial images with high spatial resolution have improved visual interpretation capabilities. The use of high-resolution images has rapidly grown and has been extended to various fields, such as military surveillance, disaster mon...

(This article belongs to the Special Issue Multi-Sensor and Multi-Data Integration in Remote Sensing)
  • Article
  • Open Access
79 Citations
12,005 Views
20 Pages

Crop Monitoring Based on SPOT-5 Take-5 and Sentinel-1A Data for the Estimation of Crop Water Requirements

  • Ana Navarro,
  • João Rolim,
  • Irina Miguel,
  • João Catalão,
  • Joel Silva,
  • Marco Painho and
  • Zoltán Vekerdy

22 June 2016

Optical and microwave images have been combined for land cover monitoring in different agriculture scenarios, providing useful information on qualitative and quantitative land cover changes. This study aims to assess the complementarity and interoper...

(This article belongs to the Special Issue Land Surface Processes and Interactions—From HCMM to Sentinel Missions and beyond)
  • Article
  • Open Access
55 Citations
11,343 Views
20 Pages

22 June 2016

Information on ice is important for shipping, weather forecasting, and climate monitoring. Historically, ice cover has been detected and ice concentration has been measured using relatively low-resolution space-based passive microwave data. This stud...

(This article belongs to the Special Issue Sea Ice Remote Sensing and Analysis)
  • Article
  • Open Access
15 Citations
7,383 Views
18 Pages

22 June 2016

The application of custom classification techniques and posterior probability modeling (PPM) using Worldview-2 multispectral imagery to archaeological field survey is presented in this paper. Research is focused on the identification of Neolithic fel...

(This article belongs to the Special Issue Archaeological Prospecting and Remote Sensing)
  • Article
  • Open Access
56 Citations
10,680 Views
19 Pages

22 June 2016

This study developed an IPCC (Intergovernmental Panel on Climate Change) compliant method for the estimation of above-ground carbon (AGC) in forest stands using remote sensing technology. A multi-level morphological active contour (MMAC) algorithm wa...

  • Article
  • Open Access
29 Citations
12,717 Views
18 Pages

Quantifying Fertilizer Application Response Variability with VHR Satellite NDVI Time Series in a Rainfed Smallholder Cropping System of Mali

  • Xavier Blaes,
  • Guillaume Chomé,
  • Marie-Julie Lambert,
  • Pierre Sibiry Traoré,
  • Antonius G. T. Schut and
  • Pierre Defourny

22 June 2016

Soil fertility in smallholder farming areas is known to vary strongly on multiple scales. This study measures the sensitivity of the recorded satellite signal to on-farm soil fertility treatments applied to five crop types, and quantifies this fertil...

(This article belongs to the Special Issue Remote Sensing in Precision Agriculture)
  • Article
  • Open Access
10 Citations
8,745 Views
19 Pages

Deformation and Related Slip Due to the 2011 Van Earthquake (Turkey) Sequence Imaged by SAR Data and Numerical Modeling

  • Elisa Trasatti,
  • Cristiano Tolomei,
  • Giuseppe Pezzo,
  • Simone Atzori and
  • Stefano Salvi

22 June 2016

A Mw 7.1 earthquake struck the Eastern Anatolia, near the city of Van (Turkey), on 23 October 2011. We investigated the coseismic surface displacements using the InSAR technique, exploiting adjacent ENVISAT tracks and COSMO-SkyMed images. Multi apert...

(This article belongs to the Special Issue Earth Observations for Geohazards)
  • Article
  • Open Access
105 Citations
12,965 Views
20 Pages

22 June 2016

Drought is one of the most complex natural hazards because of its slow onset and long-term impact; it has the potential to negatively affect many people. There are several advantages to using remote sensing to monitor drought, especially in developin...

  • Article
  • Open Access
18 Citations
7,079 Views
16 Pages

Merging Alternate Remotely-Sensed Soil Moisture Retrievals Using a Non-Static Model Combination Approach

  • Seokhyeon Kim,
  • Robert M. Parinussa,
  • Yi Y. Liu,
  • Fiona M. Johnson and
  • Ashish Sharma

21 June 2016

Soil moisture is an important variable in the coupled hydrologic and climate system. In recent years, microwave-based soil moisture products have been shown to be a viable alternative to in situ measurements. A popular way to measure the performance...

(This article belongs to the Special Issue Multi-Sensor and Multi-Data Integration in Remote Sensing)
  • Article
  • Open Access
17 Citations
8,393 Views
24 Pages

21 June 2016

A comprehensive spectral-biogeochemical database was developed for the Wabash River and the Tippecanoe River in Indiana, United States. This database includes spectral measurements of river water, coincident in situ measurements of water quality para...

  • Article
  • Open Access
124 Citations
17,513 Views
23 Pages

21 June 2016

Moderate spatial resolution satellite data from the Landsat-8 OLI and Sentinel-2A MSI sensors together offer 10 m to 30 m multi-spectral reflective wavelength global coverage, providing the opportunity for improved combined sensor mapping and monitor...

(This article belongs to the Special Issue First Experiences with European Sentinel-2 Multi-Spectral Imager (MSI))
  • Article
  • Open Access
21 Citations
7,868 Views
18 Pages

Using the NASA EOS A-Train to Probe the Performance of the NOAA PATMOS-x Cloud Fraction CDR

  • Andrew Heidinger,
  • Michael Foster,
  • Denis Botambekov,
  • Michael Hiley,
  • Andi Walther and
  • Yue Li

18 June 2016

An important component of the AVHRR PATMOS-x climate date record (CDR)—or any satellite cloud climatology—is the performance of its cloud detection scheme and the subsequent quality of its cloud fraction CDR. PATMOS-x employs the NOAA Enterprise Clou...

(This article belongs to the Special Issue Satellite Climate Data Records and Applications)
  • Article
  • Open Access
93 Citations
14,317 Views
19 Pages

Object-Based Greenhouse Mapping Using Very High Resolution Satellite Data and Landsat 8 Time Series

  • Manuel A. Aguilar,
  • Abderrahim Nemmaoui,
  • Antonio Novelli,
  • Fernando J. Aguilar and
  • Andrés García Lorca

18 June 2016

Greenhouse mapping through remote sensing has received extensive attention over the last decades. In this article, the innovative goal relies on mapping greenhouses through the combined use of very high resolution satellite data (WorldView-2) and Lan...

  • Article
  • Open Access
20 Citations
8,697 Views
13 Pages

Mangroves at Their Limits: Detection and Area Estimation of Mangroves along the Sahara Desert Coast

  • Viviana Otero,
  • Katrien Quisthoudt,
  • Nico Koedam and
  • Farid Dahdouh-Guebas

18 June 2016

The northernmost and most arid mangrove ecosystem of West Africa is found in Mauritania, in the Parc National du Banc d’Arguin (PNBA). The existing global and regional maps of Mauritania’s mangroves have little detail, and available estimates of the...

(This article belongs to the Special Issue Remote Sensing in Coastal Environments)
  • Article
  • Open Access
45 Citations
11,768 Views
23 Pages

Large-Area, High-Resolution Tree Cover Mapping with Multi-Temporal SPOT5 Imagery, New South Wales, Australia

  • Adrian Fisher,
  • Michael Day,
  • Tony Gill,
  • Adam Roff,
  • Tim Danaher and
  • Neil Flood

18 June 2016

Tree cover maps are used for many purposes, such as vegetation mapping, habitat connectivity and fragmentation studies. Small remnant patches of native vegetation are recognised as ecologically important, yet they are underestimated in remote sensing...

  • Article
  • Open Access
142 Citations
12,726 Views
27 Pages

18 June 2016

Land cover mapping (LCM) in complex surface-mined and agricultural landscapes could contribute greatly to regulating mine exploitation and protecting mine geo-environments. However, there are some special and spectrally similar land covers in these l...

  • Article
  • Open Access
7 Citations
7,987 Views
19 Pages

18 June 2016

A sequence of Ms ≥ 5.0 earthquakes occurred in 2003 and 2004 in Bange County, Tibet, China, all with similar depths and focal mechanisms. However, the source parameters, kinematics and relationships between these earthquakes are poorly known because...

(This article belongs to the Special Issue Earth Observations for Geohazards)
  • Letter
  • Open Access
8 Citations
6,890 Views
14 Pages

17 June 2016

Aerosol particles can strongly affect both air quality and the radiation budget of the atmosphere. Above Beijing, the capital city of China, large amounts of aerosols within the atmospheric column have caused the deterioration of local air quality an...

  • Article
  • Open Access
52 Citations
9,713 Views
18 Pages

Estimating Snow Water Equivalent with Backscattering at X and Ku Band Based on Absorption Loss

  • Yurong Cui,
  • Chuan Xiong,
  • Juha Lemmetyinen,
  • Jiancheng Shi,
  • Lingmei Jiang,
  • Bin Peng,
  • Huixuan Li,
  • Tianjie Zhao,
  • Dabin Ji and
  • Tongxi Hu

16 June 2016

Snow water equivalent (SWE) is a key parameter in the Earth’s energy budget and water cycle. It has been demonstrated that SWE can be retrieved using active microwave remote sensing from space. This necessitates the development of forward models that...

  • Article
  • Open Access
29 Citations
9,539 Views
24 Pages

16 June 2016

Considering large and complex areas like the Tibetan Plateau, an analysis of the spatial distribution of the solar radiative budget over time not only requires the use of satellite remote sensing data, but also of an algorithm that accounts for stron...

(This article belongs to the Special Issue Land Surface Processes and Interactions—From HCMM to Sentinel Missions and beyond)
  • Article
  • Open Access
5 Citations
6,629 Views
17 Pages

Transformation Model with Constraints for High-Accuracy of 2D-3D Building Registration in Aerial Imagery

  • Guoqing Zhou,
  • Qingli Luo,
  • Wenhan Xie,
  • Tao Yue,
  • Jingjin Huang and
  • Yuzhong Shen

16 June 2016

This paper proposes a novel rigorous transformation model for 2D-3D registration to address the difficult problem of obtaining a sufficient number of well-distributed ground control points (GCPs) in urban areas with tall buildings. The proposed model...

  • Article
  • Open Access
330 Citations
20,433 Views
22 Pages

16 June 2016

When exploited in remote sensing analysis, a reliable change rule with transfer ability can detect changes accurately and be applied widely. However, in practice, the complexity of land cover changes makes it difficult to use only one change rule or...

(This article belongs to the Special Issue Monitoring of Land Changes)
  • Article
  • Open Access
53 Citations
11,362 Views
16 Pages

Time Series MODIS and in Situ Data Analysis for Mongolia Drought

  • Munkhzul Dorjsuren,
  • Yuei-An Liou and
  • Chi-Han Cheng

16 June 2016

Drought is a period of abnormally dry weather with a serious shortage of water supply. Drought indices can be an advantageous indicator to assess drought for taking further response actions. However, drought indices based on ground meteorological mea...

(This article belongs to the Special Issue Earth Observations for a Better Future Earth)
  • Article
  • Open Access
1,665 Citations
69,047 Views
22 Pages

An Easy-to-Use Airborne LiDAR Data Filtering Method Based on Cloth Simulation

  • Wuming Zhang,
  • Jianbo Qi,
  • Peng Wan,
  • Hongtao Wang,
  • Donghui Xie,
  • Xiaoyan Wang and
  • Guangjian Yan

15 June 2016

Separating point clouds into ground and non-ground measurements is an essential step to generate digital terrain models (DTMs) from airborne LiDAR (light detection and ranging) data. However, most filtering algorithms need to carefully set up a numbe...

(This article belongs to the Special Issue Airborne Laser Scanning)
  • Article
  • Open Access
17 Citations
7,159 Views
20 Pages

Improving Streamflow Prediction Using Remotely-Sensed Soil Moisture and Snow Depth

  • Haishen Lü,
  • Wade T. Crow,
  • Yonghua Zhu,
  • Fen Ouyang and
  • Jianbin Su

15 June 2016

The monitoring of both cold and warm season hydrologic processes in headwater watersheds is critical for accurate water resource monitoring in many alpine regions. This work presents a new method that explores the simultaneous use of remotely sensed...

  • Article
  • Open Access
195 Citations
15,229 Views
15 Pages

Remote Sensing of Black Lakes and Using 810 nm Reflectance Peak for Retrieving Water Quality Parameters of Optically Complex Waters

  • Tiit Kutser,
  • Birgot Paavel,
  • Charles Verpoorter,
  • Martin Ligi,
  • Tuuli Soomets,
  • Kaire Toming and
  • Gema Casal

14 June 2016

Many lakes in boreal and arctic regions have high concentrations of CDOM (coloured dissolved organic matter). Remote sensing of such lakes is complicated due to very low water leaving signals. There are extreme (black) lakes where the water reflectan...

(This article belongs to the Special Issue Water Optics and Water Colour Remote Sensing)
  • Article
  • Open Access
14 Citations
7,637 Views
18 Pages

Abiotic Controls on Macroscale Variations of Humid Tropical Forest Height

  • Yan Yang,
  • Sassan S. Saatchi,
  • Liang Xu,
  • Yifan Yu,
  • Michael A. Lefsky,
  • Lee White,
  • Yuri Knyazikhin and
  • Ranga B. Myneni

14 June 2016

Spatial variation of tropical forest tree height is a key indicator of ecological processes associated with forest growth and carbon dynamics. Here we examine the macroscale variations of tree height of humid tropical forests across three continents...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
45 Citations
9,284 Views
23 Pages

Detecting Different Types of Directional Land Cover Changes Using MODIS NDVI Time Series Dataset

  • Lili Xu,
  • Baolin Li,
  • Yecheng Yuan,
  • Xizhang Gao,
  • Tao Zhang and
  • Qingling Sun

14 June 2016

This study proposed a multi-target hierarchical detection (MTHD) method to simultaneously and automatically detect multiple directional land cover changes. MTHD used a hierarchical strategy to detect both abrupt and trend land cover changes successiv...

(This article belongs to the Special Issue Monitoring of Land Changes)
  • Article
  • Open Access
72 Citations
8,332 Views
15 Pages

Wake Component Detection in X-Band SAR Images for Ship Heading and Velocity Estimation

  • Maria Daniela Graziano,
  • Marco D’Errico and
  • Giancarlo Rufino

14 June 2016

A new algorithm for ship wake detection is developed with the aim of ship heading and velocity estimation. It exploits the Radon transform and utilizes merit indexes in the intensity domain to validate the detected linear features as real components...

  • Article
  • Open Access
89 Citations
12,076 Views
22 Pages

14 June 2016

Although the mapping of spatiotemporal patterns of urban expansion has been widely studied, relatively little attention has been paid to detailed comparative studies on spatiotemporal patterns of urban growth at the regional level over a relatively l...

(This article belongs to the Special Issue Monitoring of Land Changes)
  • Article
  • Open Access
35 Citations
8,987 Views
16 Pages

14 June 2016

There is great potential value in linking geographically dispersed multitemporal observations collected by lay volunteers (or “citizen scientists”) with remotely-sensed observations of plant phenology, which are recognized as useful indicators of cli...

(This article belongs to the Special Issue Citizen Science and Earth Observation)
  • Article
  • Open Access
71 Citations
14,720 Views
18 Pages

14 June 2016

Sugarcane is an important economic resource for many tropical countries and optimizing plantations is a serious concern with economic and environmental benefits. One of the best ways to optimize the use of resources in those plantations is to minimiz...

  • Article
  • Open Access
22 Citations
6,230 Views
20 Pages

Reference Information Based Remote Sensing Image Reconstruction with Generalized Nonconvex Low-Rank Approximation

  • Hongyang Lu,
  • Jingbo Wei,
  • Lizhe Wang,
  • Peng Liu,
  • Qiegen Liu,
  • Yuhao Wang and
  • Xiaohua Deng

14 June 2016

Because of the contradiction between the spatial and temporal resolution of remote sensing images (RSI) and quality loss in the process of acquisition, it is of great significance to reconstruct RSI in remote sensing applications. Recent studies have...

  • Article
  • Open Access
87 Citations
14,799 Views
20 Pages

Vegetation Indices for Mapping Canopy Foliar Nitrogen in a Mixed Temperate Forest

  • Zhihui Wang,
  • Tiejun Wang,
  • Roshanak Darvishzadeh,
  • Andrew K. Skidmore,
  • Simon Jones,
  • Lola Suarez,
  • William Woodgate,
  • Uta Heiden,
  • Marco Heurich and
  • John Hearne

10 June 2016

Hyperspectral remote sensing serves as an effective tool for estimating foliar nitrogen using a variety of techniques. Vegetation indices (VIs) are a simple means of retrieving foliar nitrogen. Despite their popularity, few studies have been conducte...

  • Article
  • Open Access
23 Citations
10,920 Views
21 Pages

Identification of Woodland Vernal Pools with Seasonal Change PALSAR Data for Habitat Conservation

  • Laura L. Bourgeau-Chavez,
  • Yu Man Lee,
  • Michael Battaglia,
  • Sarah L. Endres,
  • Zachary M. Laubach and
  • Kirk Scarbrough

10 June 2016

Woodland vernal pools are important, small, cryptic, ephemeral wetland ecosystems that are vulnerable to a changing climate and anthropogenic influences. To conserve woodland vernal pools for the state of Michigan USA, vernal pool detection and mappi...

(This article belongs to the Special Issue What can Remote Sensing Do for the Conservation of Wetlands?)
  • Article
  • Open Access
18 Citations
8,484 Views
17 Pages

10 June 2016

The evolution of plateau monsoons is essential to synoptic climatology processes over the Qinghai-Xizang Plateau. Based on ERA-Interim Reanalysis data covering 1979–2014 from the European Centre for Medium-Range Weather Forecasts (ECMWF), we propose...

(This article belongs to the Special Issue Land Surface Processes and Interactions—From HCMM to Sentinel Missions and beyond)
  • Article
  • Open Access
53 Citations
12,998 Views
15 Pages

Comparing Three Approaches of Evapotranspiration Estimation in Mixed Urban Vegetation: Field-Based, Remote Sensing-Based and Observational-Based Methods

  • Hamideh Nouri,
  • Edward P. Glenn,
  • Simon Beecham,
  • Sattar Chavoshi Boroujeni,
  • Paul Sutton,
  • Sina Alaghmand,
  • Behnaz Noori and
  • Pamela Nagler

10 June 2016

Despite being the driest inhabited continent, Australia has one of the highest per capita water consumptions in the world. In addition, instead of having fit-for-purpose water supplies (using different qualities of water for different applications),...

  • Article
  • Open Access
173 Citations
22,203 Views
28 Pages

Sentinel-2’s Potential for Sub-Pixel Landscape Feature Detection

  • Julien Radoux,
  • Guillaume Chomé,
  • Damien Christophe Jacques,
  • François Waldner,
  • Nicolas Bellemans,
  • Nicolas Matton,
  • Céline Lamarche,
  • Raphaël D’Andrimont and
  • Pierre Defourny

9 June 2016

Land cover and land use maps derived from satellite remote sensing imagery are critical to support biodiversity and conservation, especially over large areas. With its 10 m to 20 m spatial resolution, Sentinel-2 is a promising sensor for the detectio...

(This article belongs to the Special Issue First Experiences with European Sentinel-2 Multi-Spectral Imager (MSI))
  • Article
  • Open Access
5 Citations
6,778 Views
20 Pages

A New Neighboring Pixels Method for Reducing Aerosol Effects on the NDVI Images

  • Dandan Wang,
  • Yunhao Chen,
  • Mengjie Wang,
  • Jingling Quan and
  • Tao Jiang

9 June 2016

A new algorithm was developed in this research to minimize aerosol effects on the normalized difference vegetation index (NDVI). Simulation results show that in red-NIR reflectance space, variations in red and NIR channels to aerosol optical depth (A...

  • Article
  • Open Access
18 Citations
7,585 Views
19 Pages

Effects of Spatial Sampling Interval on Roughness Parameters and Microwave Backscatter over Agricultural Soil Surfaces

  • Matías Ernesto Barber,
  • Francisco Matías Grings,
  • Jesús Álvarez-Mozos,
  • Marcela Piscitelli,
  • Pablo Alejandro Perna and
  • Haydee Karszenbaum

8 June 2016

The spatial sampling interval, as related to the ability to digitize a soil profile with a certain number of features per unit length, depends on the profiling technique itself. From a variety of profiling techniques, roughness parameters are estimat...

(This article belongs to the Special Issue Remote Sensing Applied to Soils: From Ground to Space)
  • Article
  • Open Access
2 Citations
4,414 Views
13 Pages

8 June 2016

The surface air temperature retrievals from the High Resolution Infrared Radiation Sounder (HIRS) are evaluated by using observations from the U.S. Climate Reference Network (USCRN) for the period of 2006 to 2013. One year of the USCRN data is also u...

(This article belongs to the Special Issue Satellite Climate Data Records and Applications)
  • Article
  • Open Access
166 Citations
10,644 Views
17 Pages

8 June 2016

An effective remote sensing image scene classification approach using patch-based multi-scale completed local binary pattern (MS-CLBP) features and a Fisher vector (FV) is proposed. The approach extracts a set of local patch descriptors by partitioni...

  • Article
  • Open Access
21 Citations
6,295 Views
18 Pages

8 June 2016

Shadows, which are cast by clouds, trees, and buildings, degrade the accuracy of many tasks in remote sensing, such as image classification, change detection, object recognition, etc. In this paper, we address the problem of shadow detection for comp...

  • Article
  • Open Access
73 Citations
13,734 Views
27 Pages

8 June 2016

Despite the significant progress that was achieved throughout the recent years, to this day, automatic change detection and classification from synthetic aperture radar (SAR) images remains a difficult task. This is, in large part, due to (a) the hig...

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Remote Sens. - ISSN 2072-4292