4.7 Review

Spatiotemporal Fusion of Multisource Remote Sensing Data: Literature Survey, Taxonomy, Principles, Applications, and Future Directions

Related references

Note: Only part of the references are listed.
Article Engineering, Electrical & Electronic

Spatiotemporal Satellite Image Fusion Using Deep Convolutional Neural Networks

Huihui Song et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2018)

Article Geochemistry & Geophysics

An Integrated Spatio-Spectral-Temporal Sparse Representation Method for Fusing Remote-Sensing Images With Different Resolutions

Chongyue Zhao et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2018)

Article Environmental Sciences

An integrated model for generating hourly Landsat-like land surface temperatures over heterogeneous landscapes

Jinling Quan et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Article Environmental Sciences

Spatio-temporal fusion for daily Sentinel-2 images

Qunming Wang et al.

REMOTE SENSING OF ENVIRONMENT (2018)

Review Environmental Sciences

Potential for using remote sensing to estimate carbon fluxes across northern peatlands - A review

K. J. Lees et al.

SCIENCE OF THE TOTAL ENVIRONMENT (2018)

Article Ecology

Satellite remote sensing of ecosystem functions: opportunities, challenges and way forward

Nathalie Pettorelli et al.

REMOTE SENSING IN ECOLOGY AND CONSERVATION (2018)

Article Biodiversity Conservation

Response of vegetation phenology to urbanization in the conterminous United States

Xuecao Li et al.

GLOBAL CHANGE BIOLOGY (2017)

Article Engineering, Electrical & Electronic

Enhancing Spatio-Temporal Fusion of MODIS and Landsat Data by Incorporating 250 m MODIS Data

Qunming Wang et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Fusion of Landsat 8 OLI and Sentinel-2 MSI Data

Qunming Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing

Jingbo Wei et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method

Qing Cheng et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Estimating Fractional Vegetation Cover From Landsat-7 ETM+ Reflectance Data Based on a Coupled Radiative Transfer and Crop Growth Model

Xiaoxia Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Geochemistry & Geophysics

An Object-Based Linear Weight Assignment Fusion Scheme to Improve Classification Accuracy Using Landsat and MODIS Data at the Decision Level

Xudong Guan et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2017)

Article Remote Sensing

Fusion of satellite, aircraft, and UAV data for automatic disaster damage assessment

Mohammad Kakooei et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Geography, Physical

Multi-source remotely sensed data fusion for improving land cover classification

Bin Chen et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Environmental Sciences

Google Earth Engine: Planetary-scale geospatial analysis for everyone

Noel Gorelick et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Article Environmental Sciences

Toward mapping crop progress at field scales through fusion of Landsat and MODIS imagery

Feng Gao et al.

REMOTE SENSING OF ENVIRONMENT (2017)

Article Environmental Sciences

A Spatio-Temporal Data Fusion Model for Generating NDVI Time Series in Heterogeneous Regions

Chunhua Liao et al.

REMOTE SENSING (2017)

Article Environmental Sciences

A Bayesian Data Fusion Approach to Spatio-Temporal Fusion of Remotely Sensed Images

Jie Xue et al.

REMOTE SENSING (2017)

Article Environmental Sciences

A Rigorously-Weighted Spatiotemporal Fusion Model with Uncertainty Analysis

Jing Wang et al.

REMOTE SENSING (2017)

Article Environmental Sciences

High Resolution Mapping of Cropping Cycles by Fusion of Landsat and MODIS Data

Le Li et al.

REMOTE SENSING (2017)

Article Geochemistry & Geophysics

Fast and Accurate Spatiotemporal Fusion Based Upon Extreme Learning Machine

Xun Liu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2016)

Article Geochemistry & Geophysics

An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images

Huanfeng Shen et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2016)

Article Remote Sensing

A Spatio-Temporal Enhancement Method for medium resolution LAI (STEM-LAI)

Rasmus Houborg et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2016)

Article Remote Sensing

Monitoring forest disturbances in Southeast Oklahoma using Landsat and MODIS images

Trung V. Tran et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2016)

Article Environmental Sciences

Land cover change detection by integrating object-based data blending model of Landsat and MODIS

Miao Lu et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Article Environmental Sciences

A flexible spatiotemporal method for fusing satellite images with different resolutions

Xiaolin Zhu et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Article Remote Sensing

A logistic-based method for rice monitoring from multi-temporal MODIS-Landsat fusion data

Nguyen-Thanh Son et al.

EUROPEAN JOURNAL OF REMOTE SENSING (2016)

Article Environmental Sciences

Land Cover Classification Based on Fused Data from GF-1 and MODIS NDVI Time Series

Fanjie Kong et al.

REMOTE SENSING (2016)

Article Agriculture, Multidisciplinary

High-resolution Leaf Area Index estimation from synthetic Landsat data generated by a spatial and temporal data fusion model

Mingquan Wu et al.

COMPUTERS AND ELECTRONICS IN AGRICULTURE (2015)

Article Geochemistry & Geophysics

Spatial and Temporal Image Fusion via Regularized Spatial Unmixing

Yong Xu et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2015)

Article Geochemistry & Geophysics

Spatiotemporal Data Fusion Using Temporal High-Pass Modulation and Edge Primitives

J. Malleswara Rao et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Article Geochemistry & Geophysics

An Error-Bound-Regularized Sparse Coding for Spatiotemporal Reflectance Fusion

Bo Wu et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2015)

Review Remote Sensing

A generalization of spatial and temporal fusion methods for remotely sensed surface parameters

Hankui K. Zhang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)

Review Multidisciplinary Sciences

Deep learning

Yann LeCun et al.

NATURE (2015)

Article Environmental Sciences

A wavelet-artificial intelligence fusion approach (WAIFA) for blending Landsat and MODIS surface temperature

Vahid Moosavi et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Environmental Sciences

A comparison of STARFM and an unmixing-based algorithm for Landsat and MODIS data fusion

Caroline M. Gevaert et al.

REMOTE SENSING OF ENVIRONMENT (2015)

Article Chemistry, Analytical

Generating Daily Synthetic Landsat Imagery by Combining Landsat and MODIS Data

Mingquan Wu et al.

SENSORS (2015)

Review Ecology

Towards a standardized Rapid Ecosystem Function Assessment (REFA)

Sebastian T. Meyer et al.

TRENDS IN ECOLOGY & EVOLUTION (2015)

Review Environmental Sciences

Comparison of Spatiotemporal Fusion Models: A Review

Bin Chen et al.

REMOTE SENSING (2015)

Article Geochemistry & Geophysics

Fusing Landsat and MODIS Data for Vegetation Monitoring

Feng Gao et al.

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2015)

Article Remote Sensing

A simple Landsat-MODIS fusion approach for monitoring seasonal evapotranspiration at 30 m spatial resolution

Nishan Bhattarai et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2015)

Article Engineering, Electrical & Electronic

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Geochemistry & Geophysics

Operational Data Fusion Framework for Building Frequent Landsat-Like Imagery

Peijuan Wang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2014)

Article Remote Sensing

Fast spatiotemporal data fusion: merging LISS III with AWiFS sensor data

C. V. Rao et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2014)

Article Remote Sensing

Blending MODIS and Landsat images for urban flood mapping

Fang Zhang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2014)

Review Biodiversity Conservation

Satellite remote sensing for applied ecologists: opportunities and challenges

Nathalie Pettorelli et al.

JOURNAL OF APPLIED ECOLOGY (2014)

Article Environmental Sciences

Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data

Qihao Weng et al.

REMOTE SENSING OF ENVIRONMENT (2014)

Article Agronomy

The use of satellite data for crop yield gap analysis

David B. Lobell

FIELD CROPS RESEARCH (2013)

Article Geochemistry & Geophysics

Generating High Spatiotemporal Resolution Land Surface Temperature for Urban Heat Island Monitoring

Bo Huang et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2013)

Article Geochemistry & Geophysics

Spatiotemporal Satellite Image Fusion Through One-Pair Image Learning

Huihui Song et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)

Article Remote Sensing

Multitemporal fusion of Landsat/TM and ENVISAT/MERIS for crop monitoring

Julia Amoros-Lopez et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2013)

Article Geography, Physical

Generation of high spatial and temporal resolution NDVI and its application in crop biomass estimation

Jihua Meng et al.

INTERNATIONAL JOURNAL OF DIGITAL EARTH (2013)

Article Remote Sensing

A spatial and temporal reflectance fusion model considering sensor observation differences

Huanfeng Shen et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2013)

Article Environmental Sciences

Remote estimation of gross primary productivity in crops using MODIS 250 m data

Yi Peng et al.

REMOTE SENSING OF ENVIRONMENT (2013)

Article Geochemistry & Geophysics

Spatiotemporal Reflectance Fusion via Sparse Representation

Bo Huang et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2012)

Article Multidisciplinary Sciences

Closing yield gaps through nutrient and water management

Nathaniel D. Mueller et al.

NATURE (2012)

Article Environmental Sciences

A new geostatistical approach for filling gaps in Landsat ETM plus SLC-off images

Xiaolin Zhu et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Article Water Resources

Satellite-based ET estimation in agriculture using SEBAL and METRIC

Richard Allen et al.

HYDROLOGICAL PROCESSES (2011)

Article Remote Sensing

Generation and evaluation of gross primary productivity using Landsat data through blending with MODIS data

Devendra Singh

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2011)

Article Multidisciplinary Sciences

Solutions for a cultivated planet

Jonathan A. Foley et al.

NATURE (2011)

Article Environmental Sciences

An enhanced spatial and temporal adaptive reflectance fusion model for complex heterogeneous regions

Xiaolin Zhu et al.

REMOTE SENSING OF ENVIRONMENT (2010)

Article Geochemistry & Geophysics

Unmixing-based Landsat TM and MERIS FR data fusion

Raul Zurita-Milla et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2008)

Article Environmental Sciences

The availability of cloud-free Landsat ETM plus data over the conterminous United States and globally

Junchang Ju et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Article Geochemistry & Geophysics

On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance

Feng Gao et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2006)

Article Remote Sensing

Integration of LAC and GAC NDVI data to improve vegetation monitoring in semi-arid environments

F Maselli et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)