List of works - Le Yu

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

article by Peng Gong et al published 21 December 2012 in International Journal of Remote Sensing

Improving 30 m global land-cover map FROM-GLC with time series MODIS and auxiliary data sets: a segmentation-based approach

article by Le Yu et al published 20 May 2013 in International Journal of Remote Sensing

China’s urban expansion from 1990 to 2010 determined with satellite remote sensing

article

FROM-GC: 30 m global cropland extent derived through multisource data integration

article by Le Yu et al published November 2013 in International Journal of Digital Earth

Google Earth as a virtual globe tool for Earth science applications at the global scale: progress and perspectives

scholarly article by Le Yu & Peng Gong published 9 December 2011 in International Journal of Remote Sensing

A multi-resolution global land cover dataset through multisource data aggregation

article by Le Yu et al published 27 June 2014 in Science China Earth Sciences

Towards a common validation sample set for global land-cover mapping

Spatial multi-objective land use optimization: extensions to the non-dominated sorting genetic algorithm-II

Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250m resolution

scholarly article

Meta-discoveries from a synthesis of satellite-based land-cover mapping research

Global-Scale Associations of Vegetation Phenology with Rainfall and Temperature at a High Spatio-Temporal Resolution

A fast and fully automatic registration approach based on point features for multi-source remote-sensing images

Multi-scale evaluation of light use efficiency in MODIS gross primary productivity for croplands in the Midwestern United States

scholarly article by Qinchuan Xin et al published February 2015 in Agricultural and Forest Meteorology

A Production Efficiency Model-Based Method for Satellite Estimates of Corn and Soybean Yields in the Midwestern US

article

An all-season sample database for improving land-cover mapping of Africa with two classification schemes

article

A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules

article

Towards the automatic selection of optimal seam line locations when merging optical remote-sensing images

Land cover mapping and data availability in critical terrestrial ecoregions: A global perspective with Landsat thematic mapper and enhanced thematic mapper plus data

article by Le Yu et al published October 2015 in Biological Conservation

A cellular automata downscaling based 1 km global land use datasets (2010–2100)

Oil palm mapping using Landsat and PALSAR: a case study in Malaysia

A Circa 2010 Thirty Meter Resolution Forest Map for China

article

Circa 2014 African land-cover maps compatible with FROM-GLC and GLC2000 classification schemes based on multi-seasonal Landsat data

scholarly article

A multiple crop model ensemble for improving broad-scale yield prediction using Bayesian model averaging

article

Stacked Autoencoder-based deep learning for remote-sensing image classification: a case study of African land-cover mapping

scholarly article by Weijia Li et al published 31 October 2016 in International Journal of Remote Sensing

A 30 meter land cover mapping of China with an efficient clustering algorithm CBEST

article

Improving Landsat ETM+ Urban Area Mapping via Spatial and Angular Fusion With MISR Multi-Angle Observations

Automated mapping of soybean and corn using phenology

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

scholarly article by Weijia Li et al published 30 December 2016 in Remote Sensing

Rapid corn and soybean mapping in US Corn Belt and neighboring areas

scientific article

Mapping finer-resolution land surface emissivity using Landsat images in China

article

Using a global reference sample set and a cropland map for area estimation in China

article

Geographic stacking: Decision fusion to increase global land cover map accuracy

article by Nicholas Clinton et al published May 2015 in ISPRS Journal of Photogrammetry and Remote Sensing

Suppression of vegetation in multispectral remote sensing images

Towards automatic lithological classification from remote sensing data using support vector machines

Identifying patterns and hotspots of global land cover transitions using the ESA CCI Land Cover dataset

Exploring the potential role of feature selection in global land-cover mapping

scholarly article

Monitoring surface mining belts using multiple remote sensing datasets: A global perspective

Monitoring cropland changes along the Nile River in Egypt over past three decades (1984–2015) using remote sensing

scholarly article by Yidi Xu et al published 22 May 2017 in International Journal of Remote Sensing

Aggregative model-based classifier ensemble for improving land-use/cover classification of Landsat TM Images

Comparison of country-level cropland areas between ESA-CCI land cover maps and FAOSTAT data

The first all-season sample set for mapping global land cover with Landsat-8 data

A segment derived patch-based logistic cellular automata for urban growth modeling with heuristic rules

article published in 2017

Ten years after Hurricane Katrina: monitoring recovery in New Orleans and the surrounding areas using remote sensing

Towards a global oil palm sample database: design and implications

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

Detailed dynamic land cover mapping of Chile: Accuracy improvement by integrating multi-temporal data

article

Mapping Annual Global Forest Gain From 1983 to 2021 With Landsat Imagery

scientific article published in January 2023

Spatiotemporal crop NDVI responses to climatic factors in mainland China

article

A global map of planting years of plantations

scientific article published in 2022

List of works by Le Yu

Finer resolution observation and monitoring of global land cover: first mapping results with Landsat TM and ETM+ data

Improving 30 m global land-cover map FROM-GLC with time series MODIS and auxiliary data sets: a segmentation-based approach

China’s urban expansion from 1990 to 2010 determined with satellite remote sensing

FROM-GC: 30 m global cropland extent derived through multisource data integration

Google Earth as a virtual globe tool for Earth science applications at the global scale: progress and perspectives

A multi-resolution global land cover dataset through multisource data aggregation

Towards a common validation sample set for global land-cover mapping

Spatial multi-objective land use optimization: extensions to the non-dominated sorting genetic algorithm-II

Mapping global land cover in 2001 and 2010 with spatial-temporal consistency at 250m resolution

Meta-discoveries from a synthesis of satellite-based land-cover mapping research

Global-Scale Associations of Vegetation Phenology with Rainfall and Temperature at a High Spatio-Temporal Resolution

A fast and fully automatic registration approach based on point features for multi-source remote-sensing images

Multi-scale evaluation of light use efficiency in MODIS gross primary productivity for croplands in the Midwestern United States

A Production Efficiency Model-Based Method for Satellite Estimates of Corn and Soybean Yields in the Midwestern US

An all-season sample database for improving land-cover mapping of Africa with two classification schemes

A systematic sensitivity analysis of constrained cellular automata model for urban growth simulation based on different transition rules

Towards the automatic selection of optimal seam line locations when merging optical remote-sensing images

Land cover mapping and data availability in critical terrestrial ecoregions: A global perspective with Landsat thematic mapper and enhanced thematic mapper plus data

A cellular automata downscaling based 1 km global land use datasets (2010–2100)

Oil palm mapping using Landsat and PALSAR: a case study in Malaysia

A Circa 2010 Thirty Meter Resolution Forest Map for China

Circa 2014 African land-cover maps compatible with FROM-GLC and GLC2000 classification schemes based on multi-seasonal Landsat data

A multiple crop model ensemble for improving broad-scale yield prediction using Bayesian model averaging

Stacked Autoencoder-based deep learning for remote-sensing image classification: a case study of African land-cover mapping

A 30 meter land cover mapping of China with an efficient clustering algorithm CBEST

Improving Landsat ETM+ Urban Area Mapping via Spatial and Angular Fusion With MISR Multi-Angle Observations

Automated mapping of soybean and corn using phenology

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

Rapid corn and soybean mapping in US Corn Belt and neighboring areas

Mapping finer-resolution land surface emissivity using Landsat images in China

Using a global reference sample set and a cropland map for area estimation in China

Geographic stacking: Decision fusion to increase global land cover map accuracy

Suppression of vegetation in multispectral remote sensing images

Towards automatic lithological classification from remote sensing data using support vector machines

Identifying patterns and hotspots of global land cover transitions using the ESA CCI Land Cover dataset

Exploring the potential role of feature selection in global land-cover mapping

Monitoring surface mining belts using multiple remote sensing datasets: A global perspective

Monitoring cropland changes along the Nile River in Egypt over past three decades (1984–2015) using remote sensing

Aggregative model-based classifier ensemble for improving land-use/cover classification of Landsat TM Images

Comparison of country-level cropland areas between ESA-CCI land cover maps and FAOSTAT data

The first all-season sample set for mapping global land cover with Landsat-8 data

A segment derived patch-based logistic cellular automata for urban growth modeling with heuristic rules

Ten years after Hurricane Katrina: monitoring recovery in New Orleans and the surrounding areas using remote sensing

Towards a global oil palm sample database: design and implications

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

Detailed dynamic land cover mapping of Chile: Accuracy improvement by integrating multi-temporal data

Mapping Annual Global Forest Gain From 1983 to 2021 With Landsat Imagery

Spatiotemporal crop NDVI responses to climatic factors in mainland China

A global map of planting years of plantations

Climate-driven land surface phenology advance is overestimated due to ignoring land cover changes