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Remote Sensing, Volume 9, Issue 7

2017 July - 125 articles

Cover Story: It has long been assumed that South Asia's ancient Indus Civilization was riverine, but many presumed watercourses are no longer visible. For the last 30 years, satellite imagery has been used to map the hydrology of the extensive plains that Indus populations occupied. This paper adopts a seasonal multi-temporal approach to the detection of palaeorivers over this large area (more than 80,000 km2). Twenty-eight years of Landsat 5 data—a total of 1711 multispectral images and 1254 8-day vegetation composites—have been bulk processed using Google Earth Engine© Code Editor and cloud computing infrastructure. The resulting data have allowed the mapping of 8000 km of relic water courses in the Sutlej-Yamuna interfluve, a core area for this Bronze Age civilization. The research also provided insights into the environmental conditions in which Indus urbanism developed and ultimately declined. View the paper
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Articles (125)

  • Article
  • Open Access
27 Citations
7,258 Views
13 Pages

24 July 2017

Although the Brown mathematical model is the standard model for waveform retracking over open oceans, due to heterogeneous surface reflections within altimeter footprints, coastal waveforms usually deviate from open ocean waveform shapes and thus can...

  • Article
  • Open Access
36 Citations
9,055 Views
14 Pages

23 July 2017

Spatial inequality of urban development may cause problems like inequality of living conditions and the lack of sustainability, drawing increasing academic interests and societal concerns. Previous studies based on statistical data can hardly reveal...

  • Article
  • Open Access
14 Citations
8,510 Views
21 Pages

Ku-, X- and C-Band Microwave Backscatter Indices from Saline Snow Covers on Arctic First-Year Sea Ice

  • Vishnu Nandan,
  • Torsten Geldsetzer,
  • Mallik Mahmud,
  • John Yackel and
  • Saroat Ramjan

23 July 2017

In this study, we inter-compared observed Ku-, X- and C-band microwave backscatter from saline 14 cm, 8 cm, and 4 cm snow covers on smooth first-year sea ice. A Ku-, X- and C-band surface-borne polarimetric microwave scatterometer system was used to...

  • Article
  • Open Access
138 Citations
14,283 Views
19 Pages

Application of Sentinel 2 MSI Images to Retrieve Suspended Particulate Matter Concentrations in Poyang Lake

  • Huizeng Liu,
  • Qingquan Li,
  • Tiezhu Shi,
  • Shuibo Hu,
  • Guofeng Wu and
  • Qiming Zhou

23 July 2017

Suspended particulate matter (SPM) is one of the dominant water constituents in inland and coastal waters, and SPM concnetration (CSPM) is a key parameter describing water quality. This study, using in-situ spectral and CSPM measurements as well as S...

  • Article
  • Open Access
60 Citations
10,569 Views
21 Pages

22 July 2017

Overhead high-voltage power lines are key components of power transmission and their monitoring has a very significant influence on security and reliability of power system. Advanced laser scanning techniques have been widely used to capture three-di...

  • Article
  • Open Access
10 Citations
7,676 Views
14 Pages

Saturation Correction for Nighttime Lights Data Based on the Relative NDVI

  • Zheng Wang,
  • Fei Yao,
  • Weifeng Li and
  • And Jiansheng Wu

22 July 2017

DMSP/OLS images are widely used as data sources in various domains of study. However, these images have some deficiencies, one of which is digital number (DN) saturation in urban areas, which leads to significant underestimation of light intensity. W...

  • Article
  • Open Access
26 Citations
11,336 Views
29 Pages

Passive Radar Array Processing with Non-Uniform Linear Arrays for Ground Target’s Detection and Localization

  • Nerea Del-Rey-Maestre,
  • David Mata-Moya,
  • Maria-Pilar Jarabo-Amores,
  • Pedro-Jose Gómez-del-Hoyo,
  • Jose-Luis Bárcena-Humanes and
  • Javier Rosado-Sanz

22 July 2017

The problem of ground target detection with passive radars is considered. The design of an antenna array based on commercial elements is presented, based on a non-uniform linear array optimized according to sidelobe level requirements. Array processi...

  • Article
  • Open Access
34 Citations
13,087 Views
18 Pages

22 July 2017

The Landsat 15-m Panchromatic-Assisted Downscaling (LPAD) method to downscale Landsat-8 Operational Land Imager (OLI) 30-m data to Sentinel-2 multi-spectral instrument (MSI) 20-m resolution is presented. The method first downscales the Landsat-8 30-m...

  • Article
  • Open Access
41 Citations
8,037 Views
23 Pages

22 July 2017

Spatial prediction of precipitation with high resolution is a challenging task in regions with strong climate variability and scarce monitoring. For this purpose, the quasi-continuous supply of information from satellite imagery is commonly used to c...

  • Technical Note
  • Open Access
36 Citations
9,837 Views
26 Pages

LACO-Wiki: A New Online Land Cover Validation Tool Demonstrated Using GlobeLand30 for Kenya

  • Linda See,
  • Juan Carlos Laso Bayas,
  • Dmitry Schepaschenko,
  • Christoph Perger,
  • Christopher Dresel,
  • Victor Maus,
  • Carl Salk,
  • Juergen Weichselbaum,
  • Myroslava Lesiv and
  • Steffen Fritz
  • + 2 authors

22 July 2017

Accuracy assessment, also referred to as validation, is a key process in the workflow of developing a land cover map. To make this process open and transparent, we have developed a new online tool called LACO-Wiki, which encapsulates this process int...

  • Article
  • Open Access
16 Citations
6,615 Views
17 Pages

21 July 2017

Estimation of impervious surface area is important to the study of urban environments and social development, but surface characteristics, as well as the temporal, spectral, and spatial resolutions of remote sensing images, influence the estimation a...

  • Article
  • Open Access
44 Citations
8,195 Views
25 Pages

Bathymetry of the Coral Reefs of Weizhou Island Based on Multispectral Satellite Images

  • Rongyong Huang,
  • Kefu Yu,
  • Yinghui Wang,
  • Jikun Wang,
  • Lin Mu and
  • Wenhuan Wang

21 July 2017

Shallow water depth measurements using multispectral images are crucial for marine surveying and mapping. At present, relevant studies either depend on the use of other auxiliary data (such as field water depths or water column data) or contain too m...

  • Feature Paper
  • Article
  • Open Access
31 Citations
8,491 Views
22 Pages

21 July 2017

The accurate detection of land subsidence rates in urban areas is important to identify damage-prone areas and provide decision-makers with useful information. Meanwhile, no precise measurements of land subsidence have been undertaken within the coas...

  • Feature Paper
  • Article
  • Open Access
25 Citations
8,673 Views
14 Pages

Mapping of Aedes albopictus Abundance at a Local Scale in Italy

  • Frédéric Baldacchino,
  • Matteo Marcantonio,
  • Mattia Manica,
  • Giovanni Marini,
  • Roberto Zorer,
  • Luca Delucchi,
  • Daniele Arnoldi,
  • Fabrizio Montarsi,
  • Gioia Capelli and
  • Roberto Rosà
  • + 1 author

21 July 2017

Given the growing risk of arbovirus outbreaks in Europe, there is a clear need to better describe the distribution of invasive mosquito species such as Aedes albopictus. Current challenges consist in simulating Ae. albopictus abundance, rather than i...

  • Article
  • Open Access
39 Citations
8,794 Views
62 Pages

Criteria Comparison for Classifying Peatland Vegetation Types Using In Situ Hyperspectral Measurements

  • Thierry Erudel,
  • Sophie Fabre,
  • Thomas Houet,
  • Florence Mazier and
  • Xavier Briottet

20 July 2017

This study aims to evaluate three classes of methods to discriminate between 13 peatland vegetation types using reflectance data. These vegetation types were empirically defined according to their composition, strata and biodiversity richness. On one...

  • Article
  • Open Access
36 Citations
6,497 Views
23 Pages

Aerosol Optical Properties and Associated Direct Radiative Forcing over the Yangtze River Basin during 2001–2015

  • Lijie He,
  • Lunche Wang,
  • Aiwen Lin,
  • Ming Zhang,
  • Muhammad Bilal and
  • Minghui Tao

20 July 2017

The spatiotemporal variation of aerosol optical depth at 550 nm (AOD550), Ångström exponent at 470–660 nm (AE470–660), water vapor content (WVC), and shortwave (SW) instantaneous aerosol direct radiative effects (IADRE) at the top-of-atmosphere (TOA)...

  • Article
  • Open Access
19 Citations
7,022 Views
24 Pages

20 July 2017

The U.S. Geological Survey has produced the Landsat Burned Area Essential Climate Variable (BAECV) product for the conterminous United States (CONUS), which provides wall-to-wall annual maps of burned area at 30 m resolution (1984–2015). Validation i...

  • Article
  • Open Access
127 Citations
12,937 Views
23 Pages

Early Detection of Plant Physiological Responses to Different Levels of Water Stress Using Reflectance Spectroscopy

  • Matthew Maimaitiyiming,
  • Abduwasit Ghulam,
  • Arianna Bozzolo,
  • Joseph L. Wilkins and
  • Misha T. Kwasniewski

19 July 2017

Early detection of water stress is critical for precision farming for improving crop productivity and fruit quality. To investigate varying rootstock and irrigation interactions in an open agricultural ecosystem, different irrigation treatments were...

  • Article
  • Open Access
52 Citations
8,160 Views
15 Pages

Feasibility of GNSS-R Ice Sheet Altimetry in Greenland Using TDS-1

  • Antonio Rius,
  • Estel Cardellach,
  • Fran Fabra,
  • Weiqiang Li,
  • Serni Ribó and
  • Manuel Hernández-Pajares

19 July 2017

Radar altimetry provides valuable measurements to characterize the state and the evolution of the ice sheet cover of Antartica and Greenland. Global Navigation Satellite System Reflectometry (GNSS-R) has the potential to complement the dedicated rada...

  • Article
  • Open Access
41 Citations
10,118 Views
15 Pages

19 July 2017

We present joint analyses of satellite-observed combustion products to examine bulk characteristics of combustion in megacities and fire regions. We use retrievals of CO, NO2 and CO2 from NASA/Terra Measurement of Pollution In The Troposphere, NASA/A...

  • Article
  • Open Access
21 Citations
16,469 Views
14 Pages

Expansion of Industrial Plantations Continues to Threaten Malayan Tiger Habitat

  • Varada S. Shevade,
  • Peter V. Potapov,
  • Nancy L. Harris and
  • Tatiana V. Loboda

19 July 2017

Southeast Asia has some of the highest deforestation rates globally, with Malaysia being identified as a deforestation hotspot. The Malayan tiger, a critically endangered subspecies of the tiger endemic to Peninsular Malaysia, is threatened by habita...

  • Erratum
  • Open Access
3,497 Views
2 Pages

18 July 2017

In the published paper [1], the title and Appendix Tables A4, A5, A7, and A8 contain typographical errors. The correct title and table captions are as follows: [...]

  • Article
  • Open Access
26 Citations
8,048 Views
19 Pages

18 July 2017

Interferometric Synthetic Aperture Radar (InSAR) is one of the most sufficient technologies to provide global digital elevation modeling (DEM). It unwraps the interferometric phase to provide observations for phase-to-height conversion. However, the...

  • Article
  • Open Access
39 Citations
9,078 Views
15 Pages

18 July 2017

Recent efforts to monitor the health of coral reefs have highlighted the benefits of using structure from motion-based assessments, and despite increasing use of this technique in ecology and geomorphology, no study has attempted to quantify the prec...

  • Article
  • Open Access
34 Citations
9,295 Views
20 Pages

Multi-Temporal X-Band Radar Interferometry Using Corner Reflectors: Application and Validation at the Corvara Landslide (Dolomites, Italy)

  • Romy Schlögel,
  • Benni Thiebes,
  • Marco Mulas,
  • Giovanni Cuozzo,
  • Claudia Notarnicola,
  • Stefan Schneiderbauer,
  • Mattia Crespi,
  • Augusto Mazzoni,
  • Volkmar Mair and
  • Alessandro Corsini

18 July 2017

From the wide range of methods available to landslide researchers and practitioners for monitoring ground displacements, remote sensing techniques have increased in popularity. Radar interferometry methods with their ability to record movements in th...

  • Article
  • Open Access
10 Citations
9,200 Views
20 Pages

17 July 2017

With very high resolution satellite (VHRS) imagery of 0.5 m, WorldView-2 (WV02) satellite images have been widely used in the field of surveying and mapping. However, for the specific WV02 satellite image geometric orientation model, there is a lack...

  • Article
  • Open Access
11 Citations
7,032 Views
17 Pages

A Burned Area Mapping Algorithm for Chinese FengYun-3 MERSI Satellite Data

  • Tianchan Shan,
  • Changlin Wang,
  • Fang Chen,
  • Qinchun Wu,
  • Bin Li,
  • Bo Yu,
  • Zeeshan Shirazi,
  • Zhengyang Lin and
  • Wei Wu

16 July 2017

Biomass burning is a worldwide phenomenon, which emits large amounts of carbon into the atmosphere and strongly influences the environment. Burned area is an important parameter in modeling the impacts of biomass burning on the climate and ecosystem....

  • Article
  • Open Access
93 Citations
18,944 Views
20 Pages

16 July 2017

Remote sensing has considerable potential to contribute to the identification and reconstruction of lost hydrological systems and networks. Remote sensing-based reconstructions of palaeo-river networks have commonly employed single or limited time-sp...

  • Article
  • Open Access
14 Citations
5,532 Views
23 Pages

15 July 2017

When using coarse-resolution remote sensing images, super-resolution reconstruction is widely desired, and can be realized by reproducing the intrinsic features from a set of coarse-resolution fraction data to fine-resolution remote sensing images th...

  • Article
  • Open Access
28 Citations
9,984 Views
22 Pages

Terrestrial Remote Sensing of Snowmelt in a Diverse High-Arctic Tundra Environment Using Time-Lapse Imagery

  • Daniel Kępski,
  • Bartłomiej Luks,
  • Krzysztof Migała,
  • Tomasz Wawrzyniak,
  • Sebastian Westermann and
  • Bronisław Wojtuń

15 July 2017

Snow cover is one of the crucial factors influencing the plant distribution in harsh Arctic regions. In tundra environments, wind redistribution of snow leads to a very heterogeneous spatial distribution which influences growth conditions for plants....

  • Article
  • Open Access
57 Citations
13,086 Views
30 Pages

New Approach for Calculating the Effective Dielectric Constant of the Moist Soil for Microwaves

  • Chang-Hwan Park,
  • Andreas Behrendt,
  • Ellsworth LeDrew and
  • Volker Wulfmeyer

15 July 2017

Microwave remote sensing techniques are used, among others, for temporally and spatially highly-resolved observations of land-surface properties, e.g., for the management of agricultural productivity and water resource, as well as to improve the perf...

  • Article
  • Open Access
37 Citations
6,868 Views
21 Pages

Considering Inter-Frequency Clock Bias for BDS Triple-Frequency Precise Point Positioning

  • Lin Pan,
  • Xingxing Li,
  • Xiaohong Zhang,
  • Xin Li,
  • Cuixian Lu,
  • Qile Zhao and
  • Jingnan Liu

15 July 2017

The joint use of multi-frequency signals brings new prospects for precise positioning and has become a trend in Global Navigation Satellite System (GNSS) development. However, a new type of inter-frequency clock bias (IFCB), namely the difference bet...

  • Article
  • Open Access
20 Citations
6,788 Views
20 Pages

15 July 2017

Accurate and timely monitoring of tropical land cover/use (LCLU) changes is urgent due to the rapid deforestation/reforestation and its impact on global land-atmosphere interaction. However, persistent cloud cover in the tropics imposes the greatest...

  • Article
  • Open Access
68 Citations
8,207 Views
21 Pages

Retrieval of Biophysical Crop Variables from Multi-Angular Canopy Spectroscopy

  • Martin Danner,
  • Katja Berger,
  • Matthias Wocher,
  • Wolfram Mauser and
  • Tobias Hank

14 July 2017

The future German Environmental Mapping and Analysis Program (EnMAP) mission, due to launch in late 2019, will deliver high resolution hyperspectral data from space and will thus contribute to a better monitoring of the dynamic surface of the earth....

  • Article
  • Open Access
73 Citations
9,082 Views
24 Pages

High-Resolution Remote Sensing Image Retrieval Based on CNNs from a Dimensional Perspective

  • Zhifeng Xiao,
  • Yang Long,
  • Deren Li,
  • Chunshan Wei,
  • Gefu Tang and
  • Junyi Liu

14 July 2017

Because of recent advances in Convolutional Neural Networks (CNNs), traditional CNNs have been employed to extract thousands of codes as feature representations for image retrieval. In this paper, we propose that more powerful features for high-resol...

  • Article
  • Open Access
23 Citations
6,813 Views
18 Pages

Urban Land-Cover Dynamics in Arid China Based on High-Resolution Urban Land Mapping Products

  • Tao Pan,
  • Dengsheng Lu,
  • Chi Zhang,
  • Xi Chen,
  • Hua Shao,
  • Wenhui Kuang,
  • Wenfeng Chi,
  • Zhengjia Liu,
  • Guoming Du and
  • Liangzhong Cao

14 July 2017

Rapid urbanization has occurred in northwestern China, threatening the sustainability of its fragile dryland ecosystems. A lack of precise urban land-cover information has limited our understanding on the urbanization in the dryland. Here, we examine...

  • Technical Note
  • Open Access
4 Citations
7,421 Views
12 Pages

Pre-Flight SAOCOM-1A SAR Performance Assessment by Outdoor Campaign

  • Davide Giudici,
  • Andrea Monti Guarnieri and
  • Juan Pablo Cuesta Gonzalez

14 July 2017

In the present paper, we describe the design, execution, and the results of an outdoor experimental campaign involving the Engineering Model of the first of the two Argentinean L-band Synthetic Aperture Radars (SARs) of the Satélite Argentino de Obse...

  • Article
  • Open Access
21 Citations
7,097 Views
23 Pages

14 July 2017

Reduction in channel capacity can trigger an increase in flood hazard over time. It represents a geomorphic driver that competes against its hydrologic counterpart where streamflow decreases. We show that this situation arose in the Guadalquivir Rive...

  • Article
  • Open Access
62 Citations
8,063 Views
14 Pages

14 July 2017

Thirty-year (1980–2009) tropical cyclone (TC) images from geostationary satellite (GOES, Meteosat, GMS, MTSAT and FY2) infrared sensors covering the Northwestern Pacific were used to build a TC size dataset based on objective models. The models are b...

  • Article
  • Open Access
21 Citations
9,303 Views
10 Pages

Modelling Shadow Using 3D Tree Models in High Spatial and Temporal Resolution

  • Elena Rosskopf,
  • Christopher Morhart and
  • Michael Nahm

13 July 2017

Information about the availability of solar irradiance for crops is of high importance for improving management practices of agricultural ecosystems such as agroforestry systems (AFS). Hence, the development of a high-resolution model that allows for...

  • Article
  • Open Access
215 Citations
12,987 Views
16 Pages

13 July 2017

The evaluation of satellite precipitation products (SPPs) at regional and local scales is essential in improving satellite-based algorithms and sensors, as well as in providing valuable guidance when choosing alternative precipitation data for the lo...

  • Article
  • Open Access
33 Citations
7,939 Views
14 Pages

13 July 2017

Understanding crop phenology is fundamental to agricultural production, management, planning, and decision-making. This study used 250 m 16-day Moderate Resolution Imaging Spectroradiometer (MODIS) Enhanced Vegetation Index (EVI) time-series data to...

  • Article
  • Open Access
6 Citations
6,827 Views
22 Pages

13 July 2017

Obtaining accurate and timely lake surface water temperature (LSWT) analyses from satellite remains difficult. Data gaps, cloud contamination, variations in atmospheric profiles of temperature and moisture, and a lack of in situ observations provide...

  • Article
  • Open Access
40 Citations
7,190 Views
13 Pages

13 July 2017

The use of unmanned aerial vehicles (UAV) can allow individual tree detection for forest inventories in a cost-effective way. The scale-space filtering (SSF) algorithm is commonly used and has the capability of detecting trees of different crown size...

  • Article
  • Open Access
8 Citations
5,263 Views
16 Pages

12 July 2017

Retrievals of sea ice drift from synthetic aperture radar (SAR) images at high spatial resolution are valuable for understanding kinematic behavior and deformation processes of the ice at different spatial scales. Ice deformation causes temporal chan...

  • Article
  • Open Access
42 Citations
7,239 Views
14 Pages

12 July 2017

Synthetic Aperture Radar Interferometry (InSAR), widely applied for the monitoring of land subsidence, has the advantage of high accuracy and wide coverage. High-resolution SAR data offers a chance to reveal impressive details of large-scale man-made...

  • Article
  • Open Access
103 Citations
9,491 Views
20 Pages

12 July 2017

The spatiotemporal distribution of soil moisture over the Tibetan Plateau is important for understanding the regional water cycle and climate change. In this paper, the surface soil moisture in the northeastern Tibetan Plateau is estimated from time-...

  • Article
  • Open Access
44 Citations
9,503 Views
13 Pages

12 July 2017

Microtopographic variability in peatlands has a strong influence on greenhouse gas fluxes, but we lack the ability to characterize terrain in these environments efficiently over large areas. To address this, we assessed the capacity of photogrammetri...

  • Article
  • Open Access
28 Citations
8,391 Views
21 Pages

12 July 2017

The estimation of tree biomass and the products that can be obtained from a tree stem have focused forest research for more than two centuries. Traditionally, measurements of the entire tree bole were expensive or inaccurate, even when sophisticated...

  • Article
  • Open Access
25 Citations
9,065 Views
33 Pages

11 July 2017

Loss of vegetation cover is a major factor that endangers biodiversity. Therefore, the use of geographic information systems and the analysis of satellite images are important for monitoring these changes in Natural Protected Areas (NPAs). In northea...

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Remote Sens. - ISSN 2072-4292