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Remote Sensing, Volume 8, Issue 2

2016 February - 83 articles

Cover Story: Coral reefs are in decline worldwide and face stresses at all scales, from coastal development and overexploitation to global warming and ocean acidification. Monitoring reef status by manual surveys provides data at localised scales which is not cost-effective for the regional and global scales at which reefs are threatened. Satellite imagery has now been leveraged for reef applications for over 40 years with a multitude of sensor and algorithm developments. We review the historical and state-of-the-art achievements and remaining challenges, over the range of monitoring objectives from the physical and biological composition of the reef to the ocean environment in which they occur. Of increasing importance is the aim to go beyond basic maps, to concepts relevant to stakeholders, policy makers and public communication: such as biodiversity, environmental threats and ecosystem services. View this paper
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Articles (83)

  • Article
  • Open Access
71 Citations
12,998 Views
16 Pages

Remote Sensing of Soil Alkalinity and Salinity in the Wuyu’er-Shuangyang River Basin, Northeast China

  • Lin Bai,
  • Cuizhen Wang,
  • Shuying Zang,
  • Yuhong Zhang,
  • Qiannan Hao and
  • Yuexiang Wu

20 February 2016

The Songnen Plain of the Northeast China is one of the three largest soda saline-alkali regions worldwide. To better understand soil alkalinization and salinization in this important agricultural region, it is vital to explore the distribution and va...

(This article belongs to the Special Issue Remote Sensing Applied to Soils: From Ground to Space)
  • Article
  • Open Access
23 Citations
7,724 Views
14 Pages

20 February 2016

Land surface temperature (LST) is an important variable that provides a valuable connection between the energy and water budget and is strongly linked to land surface hydrology. Space-borne remote sensing provides a consistent means for regularly obs...

  • Article
  • Open Access
22 Citations
8,412 Views
17 Pages

Evaluation of VIIRS and MODIS Thermal Emissive Band Calibration Stability Using Ground Target

  • Sriharsha Madhavan,
  • Jake Brinkmann,
  • Brian N. Wenny,
  • Aisheng Wu and
  • Xiaoxiong Xiong

19 February 2016

The S-NPP Visible Infrared Imaging Radiometer Suite (VIIRS) instrument, a polar orbiting Earth remote sensing instrument built using a strong MODIS background, employs a similarly designed on-board calibrating source—a V-grooved blackbody for the The...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
49 Citations
8,810 Views
15 Pages

19 February 2016

A large-scale re-vegetation supported by the Grain for Green Project (GGP) has greatly changed local eco-hydrological systems, with an impact on soil moisture conditions for the Chinese Loess Plateau. It is important to know how, exactly, re-vegetati...

(This article belongs to the Special Issue Remote Sensing of Forest Health)
  • Article
  • Open Access
51 Citations
9,408 Views
24 Pages

Dynamic Mapping of Evapotranspiration Using an Energy Balance-Based Model over an Andean Páramo Catchment of Southern Ecuador

  • Galo Carrillo-Rojas,
  • Brenner Silva,
  • Mario Córdova,
  • Rolando Célleri and
  • Jörg Bendix

19 February 2016

Understanding of evapotranspiration (ET) processes over Andean mountain environments is crucial, particularly due to the importance of these regions to deliver water-related ecosystem services. In this context, the detection of spatio-temporal change...

  • Article
  • Open Access
33 Citations
10,376 Views
18 Pages

19 February 2016

While satellite-based monitoring of vegetation activity at the earth’s surface is of vital importance for many eco-climatological applications, the degree of agreement among certain sensors and products providing estimates of the Normalized Differenc...

(This article belongs to the Special Issue Multi-Sensor and Multi-Data Integration in Remote Sensing)
  • Article
  • Open Access
76 Citations
10,549 Views
21 Pages

Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data

  • Sarah J. Graves,
  • Gregory P. Asner,
  • Roberta E. Martin,
  • Christopher B. Anderson,
  • Matthew S. Colgan,
  • Leila Kalantari and
  • Stephanie A. Bohlman

19 February 2016

Mapping species through classification of imaging spectroscopy data is facilitating research to understand tree species distributions at increasingly greater spatial scales. Classification requires a dataset of field observations matched to the image...

(This article belongs to the Special Issue Remote Sensing of Biodiversity)
  • Article
  • Open Access
110 Citations
9,147 Views
20 Pages

19 February 2016

High spatial resolution (HSR) image scene classification is aimed at bridging the semantic gap between low-level features and high-level semantic concepts, which is a challenging task due to the complex distribution of ground objects in HSR images. S...

  • Article
  • Open Access
26 Citations
9,214 Views
20 Pages

18 February 2016

The accurate extraction and mapping of built-up areas play an important role in many social, economic, and environmental studies. In this paper, we propose a novel approach for built-up area detection from high spatial resolution remote sensing image...

  • Article
  • Open Access
377 Citations
44,383 Views
18 Pages

Mapping Urban Land Use by Using Landsat Images and Open Social Data

  • Tengyun Hu,
  • Jun Yang,
  • Xuecao Li and
  • Peng Gong

17 February 2016

High-resolution urban land use maps have important applications in urban planning and management, but the availability of these maps is low in countries such as China. To address this issue, we have developed a protocol to identify urban land use fun...

(This article belongs to the Special Issue Remote Sensing of Human-Environment Interactions along the Urban-Rural Gradient)
  • Article
  • Open Access
10 Citations
7,709 Views
27 Pages

17 February 2016

Orbital thermal infrared (TIR) remote sensing is an important tool for characterizing geologic surfaces on Earth and Mars. However, deposition of material from volcanic or eolian activity results in bedrock surfaces becoming significantly mantled ove...

(This article belongs to the Special Issue Volcano Remote Sensing)
  • Article
  • Open Access
23 Citations
11,024 Views
22 Pages

Extracting Soil Water Holding Capacity Parameters of a Distributed Agro-Hydrological Model from High Resolution Optical Satellite Observations Series

  • Sylvain Ferrant,
  • Vincent Bustillo,
  • Enguerrand Burel,
  • Jordy Salmon-Monviola,
  • Martin Claverie,
  • Nathalie Jarosz,
  • Tiangang Yin,
  • Vincent Rivalland,
  • Gérard Dedieu and
  • Simon Gascoin
  • + 7 authors

17 February 2016

Sentinel-2 (S2) earth observation satellite mission, launched in 2015, is foreseen to promote within-field decisions in Precision Agriculture (PA) for both: (1) optimizing crop production; and (2) regulating environmental impacts. In this second scop...

(This article belongs to the Special Issue Remote Sensing in Precision Agriculture)
  • Article
  • Open Access
187 Citations
21,706 Views
17 Pages

17 February 2016

The Urban Heat Island (UHI) is one of the most well documented phenomena in urban climatology. Although a range of measurements and modelling techniques can be used to assess the UHI, the paucity of traditional meteorological observations in urban ar...

(This article belongs to the Special Issue The Application of Thermal Urban Remote Sensing to Understand and Monitor Urban Climates)
  • Article
  • Open Access
15 Citations
7,746 Views
15 Pages

16 February 2016

Stellera chamaejasme L. (S. chamaejasme) is one of the primary toxic grass species (poisonous plants) distributed in the alpine meadows of Qinghai Province, China. In this study, according to the distinctive phenological characteristics of S. chamaej...

  • Article
  • Open Access
17 Citations
8,999 Views
22 Pages

The Combined Use of Airborne Remote Sensing Techniques within a GIS Environment for the Seismic Vulnerability Assessment of Urban Areas: An Operational Application

  • Antonio Costanzo,
  • Antonio Montuori,
  • Juan Pablo Silva,
  • Malvina Silvestri,
  • Massimo Musacchio,
  • Fawzi Doumaz,
  • Salvatore Stramondo and
  • Maria Fabrizia Buongiorno

16 February 2016

The knowledge of the topographic features, the building properties, and the road infrastructure settings are relevant operational tasks for managing post-crisis events, restoration activities, and for supporting search and rescue operations. Within s...

(This article belongs to the Special Issue Selected Papers from the 1st International Electronic Conference on Remote Sensing (ECRS-1))
  • Article
  • Open Access
49 Citations
9,593 Views
18 Pages

The Potential of Autonomous Ship-Borne Hyperspectral Radiometers for the Validation of Ocean Color Radiometry Data

  • Vittorio E. Brando,
  • Jenny L. Lovell,
  • Edward A. King,
  • David Boadle,
  • Roger Scott and
  • Thomas Schroeder

16 February 2016

Calibration and validation of satellite observations are essential and on-going tasks to ensure compliance with mission accuracy requirements. An automated above water hyperspectral radiometer significantly augmented Australia’s ability to contribute...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
49 Citations
8,979 Views
15 Pages

16 February 2016

Monitoring front dynamics is essential for studying the ocean’s physical and biogeochemical processes. However, the diurnal displacement of fronts remains unclear because of limited in situ observations. Using the hourly satellite imageries from the...

  • Article
  • Open Access
95 Citations
16,209 Views
26 Pages

Moving Towards Dynamic Ocean Management: How Well Do Modeled Ocean Products Predict Species Distributions?

  • Elizabeth A. Becker,
  • Karin A. Forney,
  • Paul C. Fiedler,
  • Jay Barlow,
  • Susan J. Chivers,
  • Christopher A. Edwards,
  • Andrew M. Moore and
  • Jessica V. Redfern

16 February 2016

Species distribution models are now widely used in conservation and management to predict suitable habitat for protected marine species. The primary sources of dynamic habitat data have been in situ and remotely sensed oceanic variables (both are con...

(This article belongs to the Special Issue Remote Sensing of Biodiversity)
  • Article
  • Open Access
28 Citations
8,008 Views
16 Pages

15 February 2016

The invasive taxa of Prosopis is rated the world’s top 100 unwanted species, and a lack of spatial data about the invasion dynamics has made the current control and monitoring methods unsuccessful. This study thus tests the use of in situ spectroscop...

(This article belongs to the Special Issue Field Spectroscopy and Radiometry)
  • Article
  • Open Access
53 Citations
7,789 Views
22 Pages

15 February 2016

Modern satellite radiometers have many detectors with different relative spectral response (RSR). Effect of RSR differences on striping and the root cause of striping in sensor data record (SDR) radiance and brightness temperature products have not b...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
10 Citations
5,728 Views
22 Pages

The Added Value of Stratified Topographic Correction of Multispectral Images

  • Ion Sola,
  • María González-Audícana and
  • Jesús Álvarez-Mozos

15 February 2016

Satellite images in mountainous areas are strongly affected by topography. Different studies demonstrated that the results of semi-empirical topographic correction algorithms improved when a stratification of land covers was carried out first. Howeve...

  • Article
  • Open Access
23 Citations
8,778 Views
18 Pages

Sub-Pixel Classification of MODIS EVI for Annual Mappings of Impervious Surface Areas

  • Narumasa Tsutsumida,
  • Alexis Comber,
  • Kirsten Barrett,
  • Izuru Saizen and
  • Ernan Rustiadi

15 February 2016

Regular monitoring of expanding impervious surfaces areas (ISAs) in urban areas is highly desirable. MODIS data can meet this demand in terms of frequent observations but are lacking in spatial detail, leading to the mixed land cover problem when per...

  • Article
  • Open Access
35 Citations
6,895 Views
21 Pages

JPSS-1 VIIRS Pre-Launch Response Versus Scan Angle Testing and Performance

  • David Moyer,
  • Jeff McIntire,
  • Hassan Oudrari,
  • James McCarthy,
  • Xiaoxiong Xiong and
  • Frank De Luccia

12 February 2016

The Visible Infrared Imaging Radiometer Suite (VIIRS) instruments on-board both the Suomi National Polar-orbiting Partnership (S-NPP) and the first Joint Polar Satellite System (JPSS-1) spacecraft, with launch dates of October 2011 and December 2016...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
40 Citations
8,525 Views
24 Pages

Evaluation of Simplified Polarimetric Decomposition for Soil Moisture Retrieval over Vegetated Agricultural Fields

  • Hongquan Wang,
  • Ramata Magagi,
  • Kalifa Goita,
  • Thomas Jagdhuber and
  • Irena Hajnsek

10 February 2016

This paper investigates a simplified polarimetric decomposition for soil moisture retrieval over agricultural fields. In order to overcome the coherent superposition of the backscattering contributions from vegetation and underlying soils, a simplifi...

  • Article
  • Open Access
26 Citations
9,778 Views
14 Pages

9 February 2016

The mangroves of the Rufiji Delta are an important habitat and resource. The mangrove forest reserve is home to an indigenous population and has been under pressure from an influx of migrants from the landward side of the delta. Timely and effecti...

(This article belongs to the Special Issue Remote Sensing of Mangroves: Observation and Monitoring)
  • Technical Note
  • Open Access
26 Citations
7,048 Views
16 Pages

Validation of the Calibration Coefficient of the GaoFen-1 PMS Sensor Using the Landsat 8 OLI

  • Hailiang Gao,
  • Xingfa Gu,
  • Tao Yu,
  • Li Liu,
  • Yuan Sun,
  • Yong Xie and
  • Qiyue Liu

8 February 2016

The panchromatic and multispectral (PMS) sensor is an optical imaging sensor aboard the Gao Fen-1 (GF-1) satellite. This work describes an approach to validate the calibration coefficients of the PMS sensors based on the image data of the Landsat 8 O...

  • Article
  • Open Access
30 Citations
7,180 Views
16 Pages

8 February 2016

Land surface albedo (LSA), one of the Visible Infrared Imaging Radiometer Suite (VIIRS) environmental data records (EDRs), is a fundamental component for linking the land surface and the climate system by regulating shortwave energy exchange between...

  • Article
  • Open Access
58 Citations
8,695 Views
19 Pages

Airborne Hyperspectral Data Predict Fine-Scale Plant Species Diversity in Grazed Dry Grasslands

  • Thomas Möckel,
  • Jonas Dalmayne,
  • Barbara C. Schmid,
  • Honor C. Prentice and
  • Karin Hall

8 February 2016

Semi-natural grasslands with grazing management are characterized by high fine-scale species richness and have a high conservation value. The fact that fine-scale surveys of grassland plant communities are time-consuming may limit the spatial extent...

(This article belongs to the Special Issue Remote Sensing of Biodiversity)
  • Article
  • Open Access
72 Citations
11,352 Views
14 Pages

8 February 2016

In this study, Interferometric Synthetic Aperture Radar (InSAR) was used to determine the seismogenic fault and slip distribution of the 3 July 2015 Pishan earthquake in the Tarim Basin, western China. We obtained a coseismic deformation map from the...

(This article belongs to the Special Issue Remote Sensing in Tibet and Siberia)
  • Article
  • Open Access
58 Citations
11,881 Views
13 Pages

8 February 2016

The Joint Polar Satellite System (JPSS) will launch its first JPSS-1 satellite in early 2017. The JPSS-1 and follow-on satellites will carry aboard an array of instruments including the Visible Infrared Imaging Radiometer Suite (VIIRS), the Cross-tra...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
41 Citations
9,860 Views
15 Pages

8 February 2016

The Soumi NPP VIIRS Day/Night Band (DNB) nighttime imagery quality is affected by stray light contamination. In this study, we examined the relationship between the Earth scene stray light and the signals in VIIRS’s calibrators to better understand s...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Review
  • Open Access
423 Citations
65,140 Views
40 Pages

Remote Sensing of Coral Reefs for Monitoring and Management: A Review

  • John D. Hedley,
  • Chris M. Roelfsema,
  • Iliana Chollett,
  • Alastair R. Harborne,
  • Scott F. Heron,
  • Scarla Weeks,
  • William J. Skirving,
  • Alan E. Strong,
  • C. Mark Eakin and
  • Peter J. Mumby
  • + 3 authors

6 February 2016

Coral reefs are in decline worldwide and monitoring activities are important for assessing the impact of disturbance on reefs and tracking subsequent recovery or decline. Monitoring by field surveys provides accurate data but at highly localised scal...

(This article belongs to the Special Issue Remote Sensing for Coral Reef Monitoring)
  • Editorial
  • Open Access
85 Citations
10,957 Views
9 Pages

6 February 2016

The fast proliferation of new satellite, aerial and terrestrial remote sensing techniques has undoubtedly provided new technological and scientific opportunities to society during the last few decades. [...]

(This article belongs to the Special Issue Use of LiDAR and 3D point clouds in Geohazards)
  • Review
  • Open Access
50 Citations
9,241 Views
26 Pages

6 February 2016

The radiometric calibration equations for the thermal emissive bands (TEB) and the reflective solar bands (RSB) measurements of the earth scenes by the polar satellite sensors, (Terra and Aqua) MODIS and Suomi NPP (VIIRS), and geostationary sensors,...

(This article belongs to the Collection Visible Infrared Imaging Radiometers and Applications)
  • Article
  • Open Access
96 Citations
8,760 Views
14 Pages

6 February 2016

In recent years, satellite synthetic aperture radar interferometry (InSAR) has been adopted as a spaceborne geodetic tool to successfully measure surface deformation of a few well-known landslides in the Three Gorges area. In consideration of the fac...

(This article belongs to the Special Issue Remote Sensing in Geology)
  • Article
  • Open Access
358 Citations
18,098 Views
24 Pages

6 February 2016

The new generation of weather observatory satellites, namely Global Precipitation Measurement (GPM) constellation satellites, is the lead observatory of the 10 highly advanced earth orbiting weather research satellites. Indeed, GPM is the first satel...

  • Article
  • Open Access
16 Citations
5,875 Views
14 Pages

The Greenness of Major Shrublands in China Increased from 2001 to 2013

  • Yalin Wang,
  • Qiong Gao,
  • Ting Liu,
  • Yuqiang Tian and
  • Mei Yu

5 February 2016

Shrubs have been reported to expand into grassland and polar regions in the world, which causes complex changes in ecosystem carbon, nutrients, and resilience. Given the projected global drying trend, shrubs with their superior drought resistance and...

  • Article
  • Open Access
109 Citations
11,815 Views
17 Pages

PSInSAR Analysis in the Pisa Urban Area (Italy): A Case Study of Subsidence Related to Stratigraphical Factors and Urbanization

  • Lorenzo Solari,
  • Andrea Ciampalini,
  • Federico Raspini,
  • Silvia Bianchini and
  • Sandro Moretti

5 February 2016

Permanent Scatterer Interferometry (PSI) has been used to detect and characterize the subsidence of the Pisa urban area, which extends for 33 km2 within the Arno coastal plain (Tuscany, Italy). Two SAR (Synthetic Aperture Radar) datasets, covering th...

  • Article
  • Open Access
71 Citations
9,608 Views
13 Pages

5 February 2016

Airborne laser scanning (ALS) allows for extensive coverage, but the accuracy of tree detection and form can be limited. Although terrestrial laser scanning (TLS) can improve on ALS accuracy, it is rather expensive and area coverage is limited. Multi...

(This article belongs to the Special Issue Digital Forest Resource Monitoring and Uncertainty Analysis)
  • Article
  • Open Access
55 Citations
10,127 Views
24 Pages

5 February 2016

Uneven-aged forest management has received increasing attention in the past few years. Compared with even-aged plantations, the complex structure of uneven-aged forests complicates the formulation of management strategies. Forest structural diversity...

(This article belongs to the Special Issue Remote Sensing of Vegetation Structure and Dynamics)
  • Article
  • Open Access
91 Citations
13,666 Views
32 Pages

5 February 2016

There is an increasing need to consistently combine observations from different sensors to monitor the state of the land surface. In order to achieve this, robust methods based on the inversion of radiative transfer (RT) models can be used to interpr...

  • Article
  • Open Access
108 Citations
17,310 Views
15 Pages

Seasonal Variation in the NDVI–Species Richness Relationship in a Prairie Grassland Experiment (Cedar Creek)

  • Ran Wang,
  • John A. Gamon,
  • Rebecca A. Montgomery,
  • Philip A. Townsend,
  • Arthur I. Zygielbaum,
  • Keren Bitan,
  • David Tilman and
  • Jeannine Cavender-Bares

5 February 2016

Species richness generally promotes ecosystem productivity, although the shape of the relationship varies and remains the subject of debate. One reason for this uncertainty lies in the multitude of methodological approaches to sampling biodiversity a...

(This article belongs to the Special Issue Remote Sensing of Biodiversity)
  • Article
  • Open Access
41 Citations
15,463 Views
26 Pages

EnGeoMAP 2.0—Automated Hyperspectral Mineral Identification for the German EnMAP Space Mission

  • Christian Mielke,
  • Christian Rogass,
  • Nina Boesche,
  • Karl Segl and
  • Uwe Altenberger

5 February 2016

Algorithms for a rapid analysis of hyperspectral data are becoming more and more important with planned next generation spaceborne hyperspectral missions such as the Environmental Mapping and Analysis Program (EnMAP) and the Japanese Hyperspectral Im...

(This article belongs to the Special Issue The Environmental Mapping and Analysis Program (EnMAP) Mission: Preparing for Its Scientific Exploitation)
  • Article
  • Open Access
10 Citations
6,077 Views
22 Pages

5 February 2016

Remote sensing image clustering is a challenging task considering its intrinsic complexity. Recently, by combining the spectral and spatial information of the remote sensing data, the clustering performance can be dramatically enhanced, termed as Spe...

  • Article
  • Open Access
28 Citations
9,457 Views
20 Pages

5 February 2016

Eucalyptus, a short-rotation plantation, has been expanding rapidly in southeast China in recent years owing to its short growth cycle and high yield of wood. Effective identification of eucalyptus, therefore, is important for monitoring land use cha...

(This article belongs to the Special Issue Mapping the Dynamics of Forest Plantations in Tropical and Subtropical Regions from Multi-Source Remote Sensing)
  • Article
  • Open Access
71 Citations
13,554 Views
17 Pages

Understanding the Spatial Temporal Vegetation Dynamics in Rwanda

  • Felix Ndayisaba,
  • Hao Guo,
  • Anming Bao,
  • Hui Guo,
  • Fidele Karamage and
  • Alphonse Kayiranga

5 February 2016

Knowledge of current vegetation dynamics and an ability to make accurate predictions of ecological changes are essential for minimizing food scarcity in developing countries. Vegetation trends are also closely related to sustainability issues, such a...

  • Article
  • Open Access
75 Citations
10,885 Views
14 Pages

Comparison of Sun-Induced Chlorophyll Fluorescence Estimates Obtained from Four Portable Field Spectroradiometers

  • Tommaso Julitta,
  • Lawrence A. Corp,
  • Micol Rossini,
  • Andreas Burkart,
  • Sergio Cogliati,
  • Neville Davies,
  • Milton Hom,
  • Alasdair Mac Arthur,
  • Elizabeth M. Middleton and
  • Roberto Colombo
  • + 2 authors

5 February 2016

Remote Sensing of Sun-Induced Chlorophyll Fluorescence (SIF) is a research field of growing interest because it offers the potential to quantify actual photosynthesis and to monitor plant status. New satellite missions from the European Space Agency,...

(This article belongs to the Special Issue Field Spectroscopy and Radiometry)
  • Editorial
  • Open Access
3 Citations
7,114 Views
4 Pages

Preface: Remote Sensing of Water Resources

  • Deepak R. Mishra,
  • Eurico J. D’Sa and
  • Sachidananda Mishra

4 February 2016

The Special Issue (SI) on “Remote Sensing of Water Resources” presents a diverse range of papers studying remote sensing tools, methods, and models to better monitor water resources which include inland, coastal, and open ocean waters. The SI is comp...

(This article belongs to the Special Issue Remote Sensing of Water Resources)
  • Editorial
  • Open Access
20 Citations
7,544 Views
3 Pages

Preface: Recent Advances in Remote Sensing for Crop Growth Monitoring

  • Tao Cheng,
  • Zhengwei Yang,
  • Yoshio Inoue,
  • Yan Zhu and
  • Weixing Cao

4 February 2016

This Special Issue gathers sixteen papers focusing on applying various remote sensing techniques to crop growth monitoring. The studies span observations from multiple scales, a combination of model simulations and experimental measurements, and a ra...

(This article belongs to the Special Issue Recent Advances in Remote Sensing for Crop Growth Monitoring)
  • Article
  • Open Access
17 Citations
7,130 Views
19 Pages

4 February 2016

This paper introduces a novel top-down approach to geospatially identify and distinguish areas of mixed use from predominantly residential areas within urban agglomerations. Under the framework of the World Bank’s Central American Country Disaster Ri...

(This article belongs to the Special Issue Selected Papers from the 1st International Electronic Conference on Remote Sensing (ECRS-1))

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Remote Sens. - ISSN 2072-4292