Monitoring and Mapping Vegetation Cover Changes in Arid and Semi-Arid Areas Using Remote Sensing Technology: A Review

Airborne HySpex Hyperspectral Versus Multitemporal Sentinel-2 Images for Mountain Plant Communities Mapping

(2022) Marcin Kluczek et al.   Remote Sensing

Assessment of the environmental changes in arid and semiarid mining areas using long time-series Landsat images

(2021) Zhen Yang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Analyzing the spatiotemporal pattern and driving factors of wetland vegetation changes using 2000‐2019 time-series Landsat data

(2021) Meng Zhang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Vegetation type and land cover mapping in a semi-arid heterogeneous forested wetland of India: comparing image classification algorithms

(2021) Kundan Deval et al.   ENVIRONMENT DEVELOPMENT AND SUSTAINABILITY

A SWIR-based vegetation index for change detection in land cover using multi-temporal Landsat satellite dataset

(2021) Saurabh Kumar et al.   International Journal of Information Technology (Singapore)

Modeling land cover change dynamic using a hybrid model approach in Qeshm Island, Southern Iran

(2020) Amir Tajbakhsh et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Continental-scale land surface phenology from harmonized Landsat 8 and Sentinel-2 imagery

(2020) Douglas K. Bolton et al.   REMOTE SENSING OF ENVIRONMENT

Mapping Three Decades of Changes in the Brazilian Savanna Native Vegetation Using Landsat Data Processed in the Google Earth Engine Platform

(2020) Ane Alencar et al.   Remote Sensing

Survey on Land Use/Land Cover (LU/LC) change analysis in remote sensing and GIS environment: Techniques and Challenges

(2020) Sam Navin MohanRajan et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Multispectral and hyperspectral images based land use / land cover change prediction analysis: an extensive review

(2020) M Sam Navin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Applications of Remote Sensing in Precision Agriculture: A Review

(2020) Rajendra P. Sishodia et al.   Remote Sensing

Detection and Classification of Non-Photosynthetic Vegetation from PRISMA Hyperspectral Data in Croplands

(2020) Monica Pepe et al.   Remote Sensing

Multisource and Multitemporal Data Fusion in Remote Sensing: A Comprehensive Review of the State of the Art

(2019) Pedram Ghamisi et al.   IEEE Geoscience and Remote Sensing Magazine

Change detection techniques for remote sensing applications: a survey

(2019) Anju Asokan et al.   Earth Science Informatics

Assessing the efficiency of multispectral satellite and airborne hyperspectral images for land cover mapping in an aquatic environment with emphasis on the water caltrop (Trapa natans)

(2019) Loránd Szabó et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Use of Logistic Regression in Land-Cover Classification with Moderate-Resolution Multispectral Data

(2019) P. Das et al.   Journal of the Indian Society of Remote Sensing

Land use/land cover in view of earth observation: data sources, input dimensions, and classifiers—a review of the state of the art

(2019) Prem Chandra Pandey et al.   Geocarto International

Vegetation dynamics in the face of a major land-use change: a 30-year case study from semi-arid South Africa

(2019) Olli Hyvärinen et al.   AFRICAN JOURNAL OF RANGE & FORAGE SCIENCE

Surface runoff prediction regarding LULC and climate dynamics using coupled LTM, optimized ARIMA, and GIS-based SCS-CN models in tropical region

(2018) Hossein Mojaddadi Rizeei et al.   Arabian Journal of Geosciences

Land use change assessment in coastal mangrove forests of Iran utilizing satellite imagery and CA–Markov algorithms to monitor and predict future change

(2018) Hana Etemadi et al.   Environmental Earth Sciences

Geographic object-based image analysis (GEOBIA): emerging trends and future opportunities

(2018) Gang Chen et al.   GIScience & Remote Sensing

Non-photosynthetic vegetation biomass estimation in semiarid Canadian mixed grasslands using ground hyperspectral data, Landsat 8 OLI, and Sentinel-2 images

(2018) Zhaoqin Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monitoring and predicting land use and land cover changes using remote sensing and GIS techniques—A case study of a hilly area, Jiangle, China

(2018) Chen Liping et al.   PLoS One

Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs

(2018) He Yin et al.   REMOTE SENSING OF ENVIRONMENT

Identifying hotspots in land use land cover change and the drivers in a semi-arid region of India

(2018) Vijayasekaran Duraisamy et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Classification mapping of salt marsh vegetation by flexible monthly NDVI time-series using Landsat imagery

(2018) Chao Sun et al.   ESTUARINE COASTAL AND SHELF SCIENCE

Using multispectral landsat and sentinel-2 satellite data to investigate vegetation change at Mount St. Helens since the great volcanic eruption in 1980

(2018) Katharina Teltscher et al.   Journal of Mountain Science

A Deep Convolution Neural Network Method for Land Cover Mapping: A Case Study of Qinhuangdao, China

(2018) Yunfeng Hu et al.   Remote Sensing

Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data

(2017) Nataliia Kussul et al.   IEEE Geoscience and Remote Sensing Letters

Monitoring and analysing the Emirate of Dubai’s land use/land cover changes: an integrated, low-cost remote sensing approach

(2017) Samy Ismail Elmahdy et al.   International Journal of Digital Earth

Subpixel land-cover classification for improved urban area estimates using Landsat

(2017) Andrew MacLachlan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Applying the chi-square transformation and automatic secant thresholding to Landsat imagery as unsupervised change detection methods

(2017) René Vázquez-Jiménez et al.   Journal of Applied Remote Sensing

Mapping Prosopis glandulosa (mesquite) in the semi-arid environment of South Africa using high-resolution WorldView-2 imagery and machine learning classifiers

(2017) Elhadi Adam et al.   JOURNAL OF ARID ENVIRONMENTS

A Detailed and High-Resolution Land Use and Land Cover Change Analysis over the Past 16 Years in the Horqin Sandy Land, Inner Mongolia

(2017) Xiulian Bai et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A time series of annual land use and land cover maps of China from 1982 to 2013 generated using AVHRR GIMMS NDVI3g data

(2017) Yaqian He et al.   REMOTE SENSING OF ENVIRONMENT

Soil salinity and vegetation cover change detection from multi-temporal remotely sensed imagery in Al Hassa Oasis in Saudi Arabia

(2017) Amal Allbed et al.   Geocarto International

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

An effective hybrid classification approach using tasseled cap transformation (TCT) for improving classification of land use/land cover (LU/LC) in semi-arid region: a case study of Morva-Hadaf watershed, Gujarat, India

(2016) Amee K. Thakkar et al.   Arabian Journal of Geosciences

Design and implementation of an expert system for updating thematic maps using satellite imagery (case study: changes of Lake Urmia)

(2016) Vahid Sadeghi et al.   Arabian Journal of Geosciences

Scene Classification via a Gradient Boosting Random Convolutional Network Framework

(2016) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring

(2016) Neha Joshi et al.   Remote Sensing

In-Season Nitrogen Status Assessment and Yield Estimation Using Hyperspectral Vegetation Indices in a Potato Crop

(2015) T. Morier et al.   AGRONOMY JOURNAL

Detection and prediction of land cover changes using Markov chain model in semi-arid rangeland in western Iran

(2015) Hassan Fathizad et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Detecting fractional land-cover change in arid and semiarid urban landscapes with multitemporal Landsat Thematic mapper imagery

(2015) Chi Zhang et al.   GIScience & Remote Sensing

A Generalized Likelihood Ratio Test for Coherent Change Detection in Polarimetric SAR

(2015) Jarred Barber   IEEE Geoscience and Remote Sensing Letters

High-Resolution SAR Image Classification via Deep Convolutional Autoencoders

(2015) Jie Geng et al.   IEEE Geoscience and Remote Sensing Letters

Mapping Tropical Dry Forest Succession With CHRIS/PROBA Hyperspectral Images Using Nonparametric Decision Trees

(2015) Virginia Elena Garcia Millan et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Saliency-Guided Unsupervised Feature Learning for Scene Classification

(2015) Fan Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Generating 3D hyperspectral information with lightweight UAV snapshot cameras for vegetation monitoring: From camera calibration to quality assurance

(2015) Helge Aasen et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A fully-automated approach to land cover mapping with airborne LiDAR and high resolution multispectral imagery in a forested suburban landscape

(2015) Jason R. Parent et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Sensitivity analysis of vegetation indices to drought over two tallgrass prairie sites

(2015) Rajen Bajgain et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Using the enhanced vegetation index for deriving risk maps of desert locust (Schistocerca gregaria, Forskal) breeding areas in Egypt

(2015) Osama Rabie Mahmoud Moustafa et al.   Journal of Applied Remote Sensing

Review of the use of remote sensing for biomass estimation to support renewable energy generation

(2015) Lalit Kumar et al.   Journal of Applied Remote Sensing

Remote sensing of terrestrial non-photosynthetic vegetation using hyperspectral, multispectral, SAR, and LiDAR data

(2015) Zhaoqin Li et al.   PROGRESS IN PHYSICAL GEOGRAPHY

Extending the vegetation–impervious–soil model using simulated EnMAP data and machine learning

(2015) Akpona Okujeni et al.   REMOTE SENSING OF ENVIRONMENT

Improving the timeliness of winter wheat production forecast in the United States of America, Ukraine and China using MODIS data and NCAR Growing Degree Day information

(2015) B. Franch et al.   REMOTE SENSING OF ENVIRONMENT

Applicability of the PROSPECT model for estimating protein and cellulose+lignin in fresh leaves

(2015) Zhihui Wang et al.   REMOTE SENSING OF ENVIRONMENT

Using Class Probabilities to Map Gradual Transitions in Shrub Vegetation from Simulated EnMAP Data

(2015) Stefan Suess et al.   Remote Sensing

Monitoring Natural Ecosystem and Ecological Gradients: Perspectives with EnMAP

(2015) Pedro Leitão et al.   Remote Sensing

Using RapidEye and MODIS Data Fusion to Monitor Vegetation Dynamics in Semi-Arid Rangelands in South Africa

(2015) Andreas Tewes et al.   Remote Sensing

Evaluating Multispectral Images and Vegetation Indices for Precision Farming Applications from UAV Images

(2015) Sebastian Candiago et al.   Remote Sensing

Land Use and Land Cover Change Dynamics across the Brazilian Amazon: Insights from Extensive Time-Series Analysis of Remote Sensing Data

(2014) João M. B. Carreiras et al.   PLoS One

Landsat-8: Science and product vision for terrestrial global change research

(2014) D.P. Roy et al.   REMOTE SENSING OF ENVIRONMENT

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

(2014) Miao Li et al.   European Journal of Remote Sensing

Land Cover Change Monitoring Using Landsat MSS/TM Satellite Image Data over West Africa between 1975 and 1990

(2014) Marian Vittek et al.   Remote Sensing

Urban Land Cover Classification With Airborne Hyperspectral Data: What Features to Use?

(2013) Xiaohua Tong et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Land-use and land-cover change detection in a semi-arid area of Niger using multi-temporal analysis of Landsat images

(2013) F. Nutini et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Arid land characterisation with EO-1 Hyperion hyperspectral data

(2012) R. Jafari et al.   International Journal of Applied Earth Observation and Geoinformation

HiTempo: a platform for time-series analysis of remote-sensing satellite data in a high-performance computing environment

(2012) Frans Van Den Bergh et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

Derivation of biomass information for semi-arid areas using remote-sensing data

(2011) Christina Eisfelder et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of pixel- and object-based classification in land cover change mapping

(2011) Laura Dingle Robertson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Vegetation influences on groundwater salinity and chemical heterogeneity in a freshwater, recharge floodplain wetland, South Africa

(2011) Marc S. Humphries et al.   JOURNAL OF HYDROLOGY

A change detection measure based on a likelihood ratio and statistical properties of SAR intensity images

(2011) Boli Xiong et al.   Remote Sensing Letters

Analysis of Vegetation Behavior in a North African Semi-Arid Region, Using SPOT-VEGETATION NDVI Data

(2011) Rim Amri et al.   Remote Sensing

Assessment of status and trends of olive farming intensity in EU-Mediterranean countries using remote sensing time series and land cover data

(2010) Christof J. Weissteiner et al.   ECOLOGICAL INDICATORS

A multiscale geographic object-based image analysis to estimate lidar-measured forest canopy height using Quickbird imagery

(2010) Gang Chen et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Super-resolution land-cover mapping using multiple sub-pixel shifted remotely sensed images

(2010) Feng Ling et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

The role of the integration of remote sensing and GIS in land use/land cover analysis after an earthquake

(2009) C. Aydöner et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Use of NDVI and Land Surface Temperature for Drought Assessment: Merits and Limitations

(2009) Arnon Karnieli et al.   JOURNAL OF CLIMATE

Using a hybrid fuzzy classifier (HFC) to map typical grassland vegetation in Xilin River Basin, Inner Mongolia, China

(2008) Z. Sha et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing imagery in vegetation mapping: a review

(2008) Y. Xie et al.   Journal of Plant Ecology

A method for integrating MODIS and Landsat data for systematic monitoring of forest cover and change in the Congo Basin

(2008) Matthew C. Hansen et al.   REMOTE SENSING OF ENVIRONMENT

Analyzing Land Use/Land Cover Changes Using Remote Sensing and GIS in Rize, North-East Turkey

(2008) Selçuk Reis   SENSORS