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Remote Sensing, Volume 11, Issue 10

2019 May-2 - 115 articles

Cover Story: With the launch of the Sentinel-2 mission, new opportunities have arisen for mapping tree species, owing to its spatial, spectral, and temporal resolution. We evaluated the utility of the Sentinel-2 time series for mapping tree species in the complex, mixed forests of the Polish Carpathian Mountains. We used 18 Sentinel-2 images from 2018. Different combinations of Sentinel-2 imagery were selected based on the mean decrease in accuracy and mean decrease in Gini measures, in addition to temporal phonological pattern analysis. Tree species discrimination was performed using the random forest classification algorithm. Our results show that the use of the Sentinel-2 time series instead of single date imagery significantly improved forest tree species mapping, by approximately 5–10% of overall accuracy. In particular, combining images from spring and autumn resulted in better species discrimination. View this paper.
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Articles (115)

  • Article
  • Open Access
43 Citations
10,439 Views
18 Pages

27 May 2019

Urbanization poses significant challenges on sustainable development, disaster resilience, climate change mitigation, and environmental and resource management. Accurate urban extent datasets at large spatial scales are essential for researchers and...

(This article belongs to the Special Issue Advances in Remote Sensing with Nighttime Lights)
  • Article
  • Open Access
13 Citations
4,418 Views
22 Pages

Higher-Order Conditional Random Fields-Based 3D Semantic Labeling of Airborne Laser-Scanning Point Clouds

  • Yong Li,
  • Dong Chen,
  • Xiance Du,
  • Shaobo Xia and ,
  • Yuliang Wang,
  • Sheng Xu and
  • Qiang Yang
  • + 2 authors+ 0 author

27 May 2019

This paper presents a novel framework to achieve 3D semantic labeling of objects (e.g., trees, buildings, and vehicles) from airborne laser-scanning point clouds. To this end, we propose a framework which consists of hierarchical clustering and highe...

  • Article
  • Open Access
13 Citations
4,824 Views
19 Pages

Evaluation of Environmental Influences on a Multi-Point Optical Fiber Methane Leak Monitoring System

  • Claudio Floridia,
  • Joao Batista Rosolem,
  • João Paulo Vicentini Fracarolli,
  • Fábio Renato Bassan and ,
  • Rivael Strobel Penze,
  • Larissa Maria Pereira and
  • Maria Angélica Carmona da Motta Resende
  • + 2 authors+ 0 author

27 May 2019

A novel system to monitor methane fugitive emissions was developed using passive optical sensors to attend to the natural gas production and transportation industry. The system is based on optical time domain reflectometry and direct optical absorpti...

(This article belongs to the Section Atmospheric Remote Sensing)
  • Article
  • Open Access
8 Citations
5,596 Views
33 Pages

27 May 2019

Daily gridded Multi-Angle Imaging Spectroradiometer (MISR) satellite data are used in conjunction with CERES, TRMM, and ERA-Interim reanalysis data to investigate horizontal and vertical high cloud structure, top-of-atmosphere (TOA) net cloud forcing...

(This article belongs to the Special Issue MISR)
  • Article
  • Open Access
16 Citations
6,567 Views
37 Pages

Multi-Resolution Study of Thermal Unmixing Techniques over Madrid Urban Area: Case Study of TRISHNA Mission

  • Carlos Granero-Belinchon,
  • Aurelie Michel,
  • Jean-Pierre Lagouarde,
  • Jose A. Sobrino and
  • Xavier Briottet

27 May 2019

This work is linked to the future Indian–French high spatio-temporal TRISHNA (Thermal infraRed Imaging Satellite for High-resolution natural resource Assessment) mission, which includes shortwave and thermal infrared bands, and is devoted amongst oth...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
196 Citations
17,849 Views
19 Pages

Influence of Drone Altitude, Image Overlap, and Optical Sensor Resolution on Multi-View Reconstruction of Forest Images

  • Erich Seifert,
  • Stefan Seifert,
  • Holger Vogt,
  • David Drew and ,
  • Jan van Aardt,
  • Anton Kunneke and
  • Thomas Seifert
  • + 2 authors+ 0 author

27 May 2019

Recent technical advances in drones make them increasingly relevant and important tools for forest measurements. However, information on how to optimally set flight parameters and choose sensor resolution is lagging behind the technical developments....

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
12 Citations
5,917 Views
17 Pages

Data Processing and Interpretation of Antarctic Ice-Penetrating Radar Based on Variational Mode Decomposition

  • Siyuan Cheng,
  • Sixin Liu,
  • Jingxue Guo,
  • Kun Luo and ,
  • Ling Zhang and
  • Xueyuan Tang
  • + 1 author+ 0 author

27 May 2019

In the Arctic and Antarctic scientific expeditions, ice-penetrating radar is an effective method for studying the bedrock under the ice sheet and ice information within the ice sheet. Because of the low conductivity of ice and the relatively uniform...

(This article belongs to the Special Issue Recent Progress in Ground Penetrating Radar Remote Sensing)
  • Article
  • Open Access
28 Citations
6,306 Views
26 Pages

27 May 2019

The dry-wet transition is of great importance for vegetation dynamics, however the response mechanism of vegetation variations is still unclear due to the complicated effects of climate change. As a critical ecologically fragile area located in the s...

(This article belongs to the Special Issue Remote Sensing of the Terrestrial Hydrologic Cycle)
  • Article
  • Open Access
23 Citations
5,255 Views
13 Pages

27 May 2019

Measurements of the topography of the sea floor are one of the main tasks of hydrographic organizations worldwide. The occurrence of any disaster in maritime traffic can contaminate the environment for many years. Therefore, increasing attention is b...

  • Article
  • Open Access
10 Citations
7,108 Views
20 Pages

Analysis of Factors Affecting Asynchronous RTK Positioning with GNSS Signals

  • Bao Shu,
  • Hui Liu,
  • Yanming Feng,
  • Longwei Xu and ,
  • Chuang Qian and
  • Zhixin Yang
  • + 1 author+ 0 author

27 May 2019

For short baseline real-time kinematic (RTK) positioning, the atmosphere and broadcast ephemeris errors can be usually eliminated in double-differenced (DD) processing for synchronous observations. However, in the case of possible communication laten...

(This article belongs to the Special Issue High-precision GNSS: Methods, Open Problems and Geoscience Applications)
  • Article
  • Open Access
107 Citations
15,162 Views
26 Pages

Object-Based Time-Constrained Dynamic Time Warping Classification of Crops Using Sentinel-2

  • Ovidiu Csillik,
  • Mariana Belgiu,
  • Gregory P. Asner and
  • Maggi Kelly

27 May 2019

The increasing volume of remote sensing data with improved spatial and temporal resolutions generates unique opportunities for monitoring and mapping of crops. We compared multiple single-band and multi-band object-based time-constrained Dynamic Time...

  • Article
  • Open Access
98 Citations
10,364 Views
25 Pages

UAV and Ground Image-Based Phenotyping: A Proof of Concept with Durum Wheat

  • Adrian Gracia-Romero,
  • Shawn C. Kefauver,
  • Jose A. Fernandez-Gallego,
  • Omar Vergara-Díaz and ,
  • María Teresa Nieto-Taladriz and
  • José L. Araus
  • + 1 author+ 0 author

25 May 2019

Climate change is one of the primary culprits behind the restraint in the increase of cereal crop yields. In order to address its effects, effort has been focused on understanding the interaction between genotypic performance and the environment. Rec...

(This article belongs to the Special Issue Advances of Multi-Temporal Remote Sensing in Vegetation and Agriculture Research)
  • Article
  • Open Access
63 Citations
9,938 Views
16 Pages

25 May 2019

The Mesopotamian marshes are a group of water bodies located in southern Iraq, in the shape of a triangle, with the cities Amarah, Nasiriyah, and Basra located at its corners. The marshes are appropriate habitats for a variety of birds and most of th...

  • Article
  • Open Access
12 Citations
4,410 Views
15 Pages

Remote Sensing of Wetland Flooding at a Sub-Pixel Scale Based on Random Forests and Spatial Attraction Models

  • Linyi Li,
  • Yun Chen,
  • Tingbao Xu,
  • Kaifang Shi and ,
  • Rui Liu,
  • Chang Huang,
  • Binbin Lu and
  • Lingkui Meng
  • + 3 authors+ 0 author

24 May 2019

Wetland flooding is significant for the flora and fauna of wetlands. High temporal resolution remote sensing images are widely used for the timely mapping of wetland flooding but have a limitation of their relatively low spatial resolutions. In this...

  • Article
  • Open Access
17 Citations
6,587 Views
16 Pages

Characterization of Electromagnetic Properties of In Situ Soils for the Design of Landmine Detection Sensors: Application in Donbass, Ukraine

  • Timothy Bechtel,
  • Stanislav Truskavetsky,
  • Gennadiy Pochanin,
  • Lorenzo Capineri and ,
  • Alexander Sherstyuk,
  • Konstantin Viatkin,
  • Tatyana Byndych,
  • Vadym Ruban,
  • Liudmyla Varyanitza-Roschupkina and
  • Fronefield Crawford
  • + 10 authors+ 5 authors

24 May 2019

To design holographic and impulse ground penetrating radar (GPR) sensors suitable for humanitarian de-mining in the Donbass (Ukraine) conflict zone, we measured critical electromagnetic parameters of typical local soils using simple methods that coul...

(This article belongs to the Special Issue Recent Progress in Ground Penetrating Radar Remote Sensing)
  • Article
  • Open Access
79 Citations
9,904 Views
15 Pages

24 May 2019

Tracking cropland change and its spatiotemporal characteristics can provide a scientific basis for assessments of ecological restoration in reclamation areas. In 1998, an ecological restoration project (Converting Farmland to Lake) was launched in Do...

(This article belongs to the Special Issue Quantitative Remote Sensing for Agricultural Monitoring in the Big Data Era)
  • Article
  • Open Access
138 Citations
14,863 Views
20 Pages

24 May 2019

The paper presents a comparison of the efficacy of several texture analysis methods as tools for improving land use/cover classification in satellite imagery. The tested methods were: gray level co-occurrence matrix (GLCM) features, Laplace filters a...

(This article belongs to the Special Issue Remote Sensing and GIS for Environmental Analysis and Cultural Heritage)
  • Article
  • Open Access
40 Citations
11,807 Views
21 Pages

24 May 2019

In many countries, in situ agricultural data is not available and cost-prohibitive to obtain. While remote sensing provides a unique opportunity to map agricultural areas and management characteristics, major efforts are needed to expand our understa...

  • Feature Paper
  • Article
  • Open Access
24 Citations
5,911 Views
16 Pages

24 May 2019

Radiative transfer model (RTM) inversion allows for the quantitative estimation of vegetation biochemical composition from satellite sensor data, but large uncertainties associated with inversion make accurate estimation difficult. The leaf structure...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
111 Citations
12,199 Views
15 Pages

24 May 2019

A novel non-contact vital-sign sensing algorithm for use in cases of multiple subjects is proposed. The approach uses a 24 GHz frequency-modulated continuous-wave Doppler radar with the parametric spectral estimation method. Doppler processing and sp...

(This article belongs to the Special Issue Radar Remote Sensing on Life Activities)
  • Article
  • Open Access
131 Citations
15,783 Views
22 Pages

Object-Based Land Cover Classification of Cork Oak Woodlands using UAV Imagery and Orfeo ToolBox

  • Giandomenico De Luca,
  • João M. N. Silva,
  • Sofia Cerasoli,
  • João Araújo and ,
  • José Campos,
  • Salvatore Di Fazio and
  • Giuseppe Modica
  • + 2 authors+ 0 author

24 May 2019

This paper investigates the reliability of free and open-source algorithms used in the geographical object-based image classification (GEOBIA) of very high resolution (VHR) imagery surveyed by unmanned aerial vehicles (UAVs). UAV surveys were carried...

(This article belongs to the Special Issue UAV Applications in Forestry)
  • Article
  • Open Access
51 Citations
7,438 Views
22 Pages

24 May 2019

Plant height can be used as an indicator to estimate crop phenology and biomass. The Unmanned Aerial Vehicle (UAV)-based point cloud data derived from photogrammetry methods contains the structural information of crops which could be used to retrieve...

(This article belongs to the Special Issue Advances of Multi-Temporal Remote Sensing in Vegetation and Agriculture Research)
  • Review
  • Open Access
308 Citations
22,427 Views
24 Pages

24 May 2019

Thermal infrared (TIR) multi-/hyperspectral and sun-induced fluorescence (SIF) approaches together with classic solar-reflective (visible, near-, and shortwave infrared reflectance (VNIR)/SWIR) hyperspectral remote sensing form the latest state-of-th...

(This article belongs to the Special Issue Applications of Spectroscopy in Agriculture and Vegetation Research)
  • Communication
  • Open Access
61 Citations
6,551 Views
9 Pages

Remotely Sensed Vegetation Indices to Discriminate Field-Grown Olive Cultivars

  • Giovanni Avola,
  • Salvatore Filippo Di Gennaro,
  • Claudio Cantini,
  • Ezio Riggi and ,
  • Francesco Muratore,
  • Calogero Tornambè and
  • Alessandro Matese
  • + 2 authors+ 0 author

24 May 2019

The application of spectral sensors mounted on unmanned aerial vehicles (UAVs) assures high spatial and temporal resolutions. This research focused on canopy reflectance for cultivar recognition in an olive grove. The ability in cultivar recognition...

(This article belongs to the Section Biogeosciences Remote Sensing)
  • Article
  • Open Access
56 Citations
9,347 Views
28 Pages

An Adaptive Framework for Multi-Vehicle Ground Speed Estimation in Airborne Videos

  • Jing Li,
  • Shuo Chen,
  • Fangbing Zhang,
  • Erkang Li and ,
  • Tao Yang and
  • Zhaoyang Lu
  • + 1 author+ 0 author

24 May 2019

With the rapid development of unmanned aerial vehicles (UAVs), UAV-based intelligent airborne surveillance systems represented by real-time ground vehicle speed estimation have attracted wide attention from researchers. However, there are still many...

(This article belongs to the Special Issue Drone Remote Sensing)
  • Article
  • Open Access
9 Citations
4,988 Views
20 Pages

24 May 2019

There are normally three main steps to carrying out the labeling of airborne laser scanning (ALS) point clouds. The first step is to use appropriate primitives to represent the scanning scenes, the second is to calculate the discriminative features o...

(This article belongs to the Special Issue Point Cloud Processing in Remote Sensing)
  • Article
  • Open Access
26 Citations
5,865 Views
19 Pages

23 May 2019

The enhanced spectral and spatial resolutions of the remote sensors have increased the need for highly performing preprocessing procedures. In this paper, a comprehensive approach, which simultaneously performs atmospheric and topographic corrections...

(This article belongs to the Special Issue Correction of Remotely Sensed Imagery)
  • Article
  • Open Access
34 Citations
7,478 Views
22 Pages

23 May 2019

Dimensionality reduction (DR) is an important preprocessing step in hyperspectral image applications. In this paper, a superpixelwise kernel principal component analysis (SuperKPCA) method for DR that performs kernel principal component analysis (KPC...

(This article belongs to the Special Issue Dimensionality Reduction for Hyperspectral Imagery Analysis)
  • Technical Note
  • Open Access
39 Citations
10,874 Views
16 Pages

23 May 2019

Human identification based on radar signatures of individual heartbeats is crucial in various applications, including user authentication in mobile devices, identification of escaped criminals, etc. Usually, optical systems employed to recognize huma...

  • Article
  • Open Access
10 Citations
4,540 Views
16 Pages

23 May 2019

Translational motion of a target will lead to image misregistration in interferometric inverse synthetic aperture radar (InISAR) imaging. In this paper, a strong scattering centers fusion (SSCF) technique is proposed to estimate translational motion...

(This article belongs to the Special Issue Radar and Sonar Imaging and Processing)
  • Article
  • Open Access
16 Citations
4,244 Views
21 Pages

23 May 2019

Spaceborne stereoscopic systems have been growing in recent years, and the point cloud extracted from spaceborne stereo imagery has been used to measure forest spatial structures. These systems work on different viewing angles and image spatial resol...

(This article belongs to the Section Forest Remote Sensing)
  • Article
  • Open Access
13 Citations
4,246 Views
25 Pages

23 May 2019

Spatial regularized sparse unmixing has been proved as an effective spectral unmixing technique, combining spatial information and standard spectral signatures known in advance into the traditional spectral unmixing model in the form of sparse regres...

(This article belongs to the Special Issue Dimensionality Reduction for Hyperspectral Imagery Analysis)
  • Article
  • Open Access
32 Citations
4,823 Views
21 Pages

23 May 2019

Identifying the natural and anthropogenic mechanisms of vegetation changes is the basis for adapting to climate change and optimizing human activities. The Beijing-Tianjin-Hebei megacity region, which is characterized by significant geomorphic gradie...

(This article belongs to the Special Issue Monitoring Vegetation Phenology: Trends and Anomalies)
  • Article
  • Open Access
6 Citations
4,669 Views
11 Pages

23 May 2019

GPS campaign measurements are still in use in the monitoring of ground deformation. Campaign measurements are frequently referred to because installing permanent stations are costly, and they cannot be installed at the desired density. Using the data...

(This article belongs to the Special Issue Global Navigation Satellite Systems for Earth Observing System)
  • Article
  • Open Access
69 Citations
7,218 Views
19 Pages

Rapid Mosaicking of Unmanned Aerial Vehicle (UAV) Images for Crop Growth Monitoring Using the SIFT Algorithm

  • Jianqing Zhao,
  • Xiaohu Zhang,
  • Chenxi Gao,
  • Xiaolei Qiu and ,
  • Yongchao Tian,
  • Yan Zhu and
  • Weixing Cao
  • + 2 authors+ 0 author

23 May 2019

To improve the efficiency and effectiveness of mosaicking unmanned aerial vehicle (UAV) images, we propose in this paper a rapid mosaicking method based on scale-invariant feature transform (SIFT) for mosaicking UAV images used for crop growth monito...

  • Article
  • Open Access
63 Citations
6,229 Views
25 Pages

23 May 2019

The Community Long-term Infrared Microwave Combined Atmospheric Product System (CLIMCAPS) retrieves multiple Essential Climate Variables (ECV) about the vertical atmosphere from hyperspectral infrared measurements made by the Atmospheric InfraRed Sou...

(This article belongs to the Special Issue Assessment of Quality and Usability of Climate Data Records)
  • Article
  • Open Access
8 Citations
4,978 Views
19 Pages

Detection and Analysis of C-Band Radio Frequency Interference in AMSR2 Data over Land

  • Ying Wu,
  • Bo Qian,
  • Yansong Bao,
  • Meixin Li and ,
  • George P. Petropoulos,
  • Xulin Liu and
  • Lin Li
  • + 2 authors+ 0 author

23 May 2019

A simplified generalized radio frequency interference (RFI) detection method and principal component analysis (PCA) method are utilized to detect and attribute the sources of C-band RFI in AMSR2 L1 brightness temperature data over land during 1&ndash...

  • Article
  • Open Access
27 Citations
6,293 Views
21 Pages

23 May 2019

Limited by the existing imagery sensors, hyperspectral images are characterized by high spectral resolution but low spatial resolution. The super-resolution (SR) technique aiming at enhancing the spatial resolution of the input image is a hot topic i...

(This article belongs to the Special Issue Image Processing and Spatial Neighbourhoods for Remote Sensing Data Analysis)
  • Article
  • Open Access
50 Citations
8,684 Views
19 Pages

A Methodology to Monitor Urban Expansion and Green Space Change Using a Time Series of Multi-Sensor SPOT and Sentinel-2A Images

  • Jinsong Deng,
  • Yibo Huang,
  • Binjie Chen,
  • Cheng Tong and ,
  • Pengbo Liu,
  • Hongquan Wang and
  • Yang Hong
  • + 2 authors+ 0 author

23 May 2019

Monitoring urban expansion and greenspace change is an urgent need for planning and decision-making. This paper presents a methodology integrating Principal Component Analysis (PCA) and hybrid classifier to undertake this kind of work using a sequenc...

(This article belongs to the Special Issue Remote Sensing of Urban Forests)
  • Article
  • Open Access
87 Citations
8,854 Views
17 Pages

22 May 2019

Rapid invasion of Spartina alterniflora into Chinese coastal wetlands has attracted much attention. Many field and remote sensing studies have examined the spatio-temporal dynamics of S. alterniflora invasion; however, spatially explicit quantitative...

(This article belongs to the Special Issue Remote Sensing for Terrestrial Ecosystem Health)
  • Article
  • Open Access
25 Citations
6,621 Views
17 Pages

22 May 2019

We describe a comprehensive analysis of the 469 European Global Positioning System (GPS) vertical position time series. The assumptions we present should be employed to perform the post-glacial rebound (PGR)-oriented comparison. We prove that the pro...

(This article belongs to the Special Issue High-precision GNSS: Methods, Open Problems and Geoscience Applications)
  • Editorial
  • Open Access
3 Citations
3,365 Views
3 Pages

22 May 2019

Global water cycle dynamics involve the exchange of water and energy matter among the atmosphere, hydrosphere, geosphere, cryosphere, and biosphere [...]

(This article belongs to the Special Issue Remote Sensing Water Cycle: Theory, Sensors, Data, and Applications)
  • Article
  • Open Access
34 Citations
5,775 Views
19 Pages

22 May 2019

The latest satellite and in situ data are a fundamental source for tidal model evaluations. In this work, the satellite missions TOPEX/Poseidon, Jason-1, Jason-2 and Sentinel-3A, together with tide gauge data, were used to investigate the performance...

(This article belongs to the Section Coral Reefs Remote Sensing)
  • Article
  • Open Access
74 Citations
8,079 Views
16 Pages

Investigating Surface Urban Heat Islands in South America Based on MODIS Data from 2003–2016

  • Xiaojun Wu,
  • Guangxing Wang,
  • Rui Yao,
  • Lunche Wang and ,
  • Deqing Yu and
  • Xuan Gui
  • + 1 author+ 0 author

22 May 2019

Surface urban heat islands (SUHIs) have been investigated in many regions around the world, but little attention has been given with regard to SUHIs in South America. In this study, Moderate Resolution Imaging Spectroradiometer (MODIS) land surface t...

(This article belongs to the Special Issue Satellite Remote Sensing of Urban Thermal Environment: Progresses, Challenges, and Opportunities)
  • Article
  • Open Access
23 Citations
9,293 Views
20 Pages

Current Activity of the Long Point Fault in Houston, Texas Constrained by Continuous GPS Measurements (2013–2018)

  • Yuhao Liu,
  • Xiaohan Sun,
  • Guoquan Wang,
  • Michael J. Turco and ,
  • Gonzalo Agudelo,
  • Yan Bao,
  • Ruibin Zhao and
  • Shuilong Shen
  • + 3 authors+ 0 author

22 May 2019

The Long Point Fault is one of the most active urban faults in Houston, Texas, which belong to a complex system of normal growth faults along the Texas Gulf Coast. To assess the activity of the Long Point Fault, a GPS array with 12 permanent stations...

(This article belongs to the Special Issue High-precision GNSS: Methods, Open Problems and Geoscience Applications)
  • Article
  • Open Access
48 Citations
7,201 Views
24 Pages

Influence of Lower Atmosphere on the Radiometric Quality of Unmanned Aerial Vehicle Imagery

  • Michal Kedzierski,
  • Damian Wierzbicki,
  • Aleksandra Sekrecka,
  • Anna Fryskowska and ,
  • Piotr Walczykowski and
  • Jolanta Siewert
  • + 1 author+ 0 author

22 May 2019

Unmanned aerial vehicle (UAV) imagery has been widely used in remote sensing and photogrammetry for some time. Increasingly often, apart from recording images in the red-green-blue (RGB) range, multispectral images are also recorded. It is important...

(This article belongs to the Special Issue The Quality of Remote Sensing Optical Images from Acquisition to Users)
  • Article
  • Open Access
68 Citations
8,098 Views
29 Pages

22 May 2019

The possibilities of chlorophyll a (Chl a) and total suspended matter (TSM) retrieval using Sentinel-2/MSI imagery and in situ measurements in the Gorky Reservoir are investigated. This water body is an inland freshwater ecosystem within the territor...

(This article belongs to the Special Issue Understanding the Complexity of Coastal and Inland Waters using Remote Sensing)
  • Article
  • Open Access
19 Citations
4,698 Views
24 Pages

22 May 2019

High-resolution satellite imagery enables decametric-scale quasi-circular vegetation patch (QVP) mapping, which greatly aids the monitoring of vegetation restoration projects and the development of theories in pattern evolution and maintenance resear...

(This article belongs to the Special Issue Advances of Multi-Temporal Remote Sensing in Vegetation and Agriculture Research)
  • Article
  • Open Access
71 Citations
12,565 Views
24 Pages

Spatial Evolution of Prosopis Invasion and its Effects on LULC and Livelihoods in Baringo, Kenya

  • Purity Rima Mbaabu,
  • Wai-Tim Ng,
  • Urs Schaffner,
  • Maina Gichaba and ,
  • Daniel Olago,
  • Simon Choge,
  • Silas Oriaso and
  • Sandra Eckert
  • + 3 authors+ 0 author

22 May 2019

Woody alien plant species have been deliberately introduced globally in many arid and semi-arid regions, as they can provide services and goods to the rural poor. However, some of these alien trees and shrubs have become invasive over time, with impo...

(This article belongs to the Special Issue Advances in Remote Sensing Applications for the Detection of Biological Invasions)

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