Multispectral and hyperspectral images based land use / land cover change prediction analysis: an extensive review
出版年份 2020 全文链接
标题
Multispectral and hyperspectral images based land use / land cover change prediction analysis: an extensive review
作者
关键词
-
出版物
MULTIMEDIA TOOLS AND APPLICATIONS
Volume -, Issue -, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2020-08-13
DOI
10.1007/s11042-020-09531-z
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started