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

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

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

Multi-verse optimizer algorithm: a comprehensive survey of its results, variants, and applications

(2020) Laith Abualigah   NEURAL COMPUTING & APPLICATIONS

Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

(2020) Swapan Talukdar et al.   Remote Sensing

Hyperspectral image classification using CNN with spectral and spatial features integration

(2020) Radhesyam Vaddi et al.   INFRARED PHYSICS & TECHNOLOGY

The development of remote sensing in the last 40 years

(2019) Arthur P. Cracknell   INTERNATIONAL JOURNAL OF REMOTE SENSING

A Framework for Evaluating Land Use and Land Cover Classification Using Convolutional Neural Networks

(2019) Manuel Carranza-García et al.   Remote Sensing

Prediction of land use/cover change in the Bharathapuzha river basin, India using geospatial techniques

(2019) Jisha John et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

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

Prediction of Land Use and Land Cover Changes for North Sumatra, Indonesia, Using an Artificial-Neural-Network-Based Cellular Automaton

(2019) Saputra et al.   Sustainability

Detailed Urban Land Use Land Cover Classification at the Metropolitan Scale Using a Three-Layer Classification Scheme

(2019) Guoyin Cai et al.   SENSORS

Short-Term Forecasting of Land Use Change Using Recurrent Neural Network Models

(2019) Cong Cao et al.   Sustainability

Dimensionality Reduction and Feature Selection for Object-Based Land Cover Classification based on Sentinel-1 and Sentinel-2 Time Series Using Google Earth Engine

(2019) Oliver Stromann et al.   Remote Sensing

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

Remote Sensing Data and SLEUTH Urban Growth Model: As Decision Support Tools for Urban Planning

(2018) Inoka Sandamali Serasinghe Pathiranage et al.   Chinese Geographical Science

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

Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

(2018) Taskin Kavzoglu et al.   Journal of the Indian Society 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

Analysis of spatiotemporal land cover changes in Inner Mongolia using self-organizing map neural network and grid cells method

(2018) Zhaoling Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Predicting Land Use/Land Cover Changes Using a CA-Markov Model under Two Different Scenarios

(2018) Rahel Hamad et al.   Sustainability

Monitoring and prediction of land use/land cover changes using CA-Markov model: a case study of Ravansar County in Iran

(2018) Hazhir Karimi et al.   Arabian Journal of Geosciences

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

(2018) Yunfeng Hu et al.   Remote Sensing

A multi-sensor and multi-temporal remote sensing approach to detect land cover change dynamics in heterogeneous urban landscapes

(2018) Nadja Kabisch et al.   ECOLOGICAL INDICATORS

Unsupervised text feature selection technique based on hybrid particle swarm optimization algorithm with genetic operators for the text clustering

(2017) Laith Mohammad Abualigah et al.   JOURNAL OF SUPERCOMPUTING

Evaluation of Image Classification Algorithms on Hyperion and ASTER Data for Land Cover Classification

(2017) Deepika Mann et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES

A Research Review on Hyperspectral Data Processing and Analysis Algorithms

(2017) Karbhari V. Kale et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES INDIA SECTION A-PHYSICAL SCIENCES

Land cover change during a period of extensive landscape restoration in Ningxia Hui Autonomous Region, China

(2017) Angela M. Cadavid Restrepo et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Proximate Causes of Land-Use and Land-Cover Change in Bannerghatta National Park: A Spatial Statistical Model

(2017) Sanchayeeta Adhikari et al.   Forests

Developments in Landsat Land Cover Classification Methods: A Review

(2017) et al.   Remote Sensing

Satellite-based land use mapping: comparative analysis of Landsat-8, Advanced Land Imager, and big data Hyperion imagery

(2016) Wasim Pervez et al.   Journal of Applied Remote Sensing

Time series analysis of aerosol optical depth over New Delhi using Box–Jenkins ARIMA modeling approach

(2016) Kanika Taneja et al.   Atmospheric Pollution Research

Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa

(2015) Galal Omer et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Urban vegetation cover extraction from hyperspectral imagery and geographic information system spatial analysis techniques: case of Athens, Greece

(2015) George P. Petropoulos et al.   Journal of Applied Remote Sensing

Comparison of pixel and object-based classification for burned area mapping using SPOT-6 images

(2015) Elif Sertel et al.   Geomatics Natural Hazards & Risk

Forest cover dynamics analysis and prediction modeling using logistic regression model

(2014) Rakesh Kumar et al.   ECOLOGICAL INDICATORS

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

(2014) Elhadi Adam et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

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

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

A Comparative Analysis of EO-1 Hyperion, Quickbird and Landsat TM Imagery for Fuel Type Mapping of a Typical Mediterranean Landscape

(2014) Giorgos Mallinis et al.   Remote Sensing

Using satellite data to monitor land-use land-cover change in North-eastern Latvia

(2014) Simon Fonji et al.   SpringerPlus

Potential of texture-based classification in urban landscapes using multispectral aerial photos

(2013) Paidamwoyo Mhangara et al.   SOUTH AFRICAN JOURNAL OF SCIENCE

Analysis of Land Use/Land Cover Changes Using Remote Sensing Data and GIS at an Urban Area, Tirupati, India

(2013) Praveen Kumar Mallupattu et al.   TheScientificWorldJOURNAL

A comparative assessment between object and pixel-based classification approaches for land use/land cover mapping using SPOT 5 imagery

(2013) Mahyat Shafapour Tehrany et al.   Geocarto International

Land use change modelling using a Markov model and remote sensing

(2013) Sathees Kumar et al.   Geomatics Natural Hazards & Risk

Pre-processing of hyperspectral images. Essential steps before image analysis

(2012) Maider Vidal et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Evaluation of diverse classification approaches for land use/cover mapping in a Mediterranean region utilizing Hyperion data

(2012) Alata Elatawneh et al.   International Journal of Digital Earth

Topographic imaging simulation of optical remote sensing based on Landsat TM data

(2012) Hui-ping Qin et al.   OPTIK

Hybrid object-based approach for land use/land cover mapping using high spatial resolution imagery

(2011) Eva Savina Malinverni et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Hyperspectral Data for Mangrove Species Mapping: A Comparison of Pixel-Based and Object-Based Approach

(2011) Muhammad Kamal et al.   Remote Sensing

Striping Noise Detection and Correction of Remote Sensing Images

(2008) Fuan Tsai et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING