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List of works by Le Yu

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

article

A Circa 2010 Thirty Meter Resolution Forest Map for China

article

A Fully Automatic Method to Extract Rare Earth Mining Areas from Landsat Images

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

article

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

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

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

A global map of planting years of plantations

scientific article published in 2022

A high spatial resolution dataset of China’s biomass resource potential

scientific article published in 2023

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

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

article

A multiple dataset approach for 30-m resolution land cover mapping: a case study of continental Africa

scholarly article

A sampling workflow based on unsupervised clusters and multi-temporal sample interpretation (UCMT) for cropland mapping

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

article published in 2017

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

article

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

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

article

Assessing and Improving the Reliability of Volunteered Land Cover Reference Data

scholarly article by Yuanyuan Zhao et al published 10 October 2017 in Remote Sensing

Assessing spectral indices to estimate the fraction of photosynthetically active radiation absorbed by the vegetation canopy

article

Assessment of the cropland classifications in four global land cover datasets: A case study of Shaanxi Province, China

article

Automated mapping of soybean and corn using phenology

Characteristics of Greening along Altitudinal Gradients on the Qinghai–Tibet Plateau Based on Time-Series Landsat Images

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

article

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

scholarly article

Climate effects of the GlobeLand30 land cover dataset on the Beijing Climate Center climate model simulations

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

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

Comparison of the Spatial Characteristics of Four Remotely Sensed Leaf Area Index Products over China: Direct Validation and Relative Uncertainties

article

Contrasting influences of biogeophysical and biogeochemical impacts of historical land use on global economic inequality

scientific article published in 2022

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

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

article

Difficult to map regions in 30 m global land cover mapping determined with a common validation dataset

Estimating the Aboveground Biomass for Planted Forests Based on Stand Age and Environmental Variables

scientific article published on 30 September 2019

Evaluating the Farmland Use Intensity and Its Patterns in a Farming—Pastoral Ecotone of Northern China

scientific article published on 27 October 2021

Evaluation of Future Impacts of Climate Change, CO2, and Land Use Cover Change on Global Net Primary Productivity Using a Processed Model

scientific article published on 02 April 2021

Evaluation of the Common Land Model (CoLM) from the Perspective of Water and Energy Budget Simulation: Towards Inclusion in CMIP6

Exploring the correlations between ten monthly climatic variables and the vegetation index of four different crop types at the global scale

Exploring the performance of spatio-temporal assimilation in an urban cellular automata model

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

scholarly article

Exploring the temporal density of Landsat observations for cropland mapping: experiments from Egypt, Ethiopia, and South Africa

scholarly article by Yidi Xu et al published 19 June 2018 in International Journal of Remote Sensing

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

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

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

Global Change of Land-Sparing and Land-Sharing Patterns over the Past 30 Years: Evidence from Remote Sensing and Statistics

scientific article published on 16 December 2021

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

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

Green Spaces as an Indicator of Urban Health: Evaluating Its Changes in 28 Mega-Cities

article

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

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

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

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

Intermodality models in pan-sharpening: analysis based on remote sensing physics

Investigation of land surface phenology detections in shrublands using multiple scale satellite data

scientific article

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

Long-Term Annual Mapping of Four Cities on Different Continents by Applying a Deep Information Learning Method to Landsat Data

scholarly article by Haobo Lyu et al published 17 March 2018 in Remote Sensing

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

article

Mapping geochemical singularity using multifractal analysis: Application to anomaly definition on stream sediments data from Funin Sheet, Yunnan, China

article

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

scholarly article

Mapping oil palm extent in Malaysia using ALOS-2 PALSAR-2 data

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

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

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

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

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

Oil palm modelling in the global land surface model ORCHIDEE-MICT

scientific article published on 23 July 2021

Progress and Trends in the Application of Google Earth and Google Earth Engine

scientific article published in 2021

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

scientific article

Soybean EOS Spatiotemporal Characteristics and Their Climate Drivers in Global Major Regions

scientific article published in 2022

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

Spatial-temporal patterns of features selected using random forests: a case study of corn and soybeans mapping in the US

scholarly article

Spatiotemporal Patterns in Land Use/Land Cover Observed by Fusion of Multi-Source Fine-Resolution Data in West Africa

scientific article published in 2023

Spatiotemporal crop NDVI responses to climatic factors in mainland China

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

Suppression of vegetation in multispectral remote sensing images

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

The Evaluation of SMAP Enhanced Soil Moisture Products Using High-Resolution Model Simulations and In-Situ Observations on the Tibetan Plateau

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

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

Towards a global oil palm sample database: design and implications

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

Towards global oil palm plantation mapping using remote-sensing data

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

Tracking annual cropland changes from 1984 to 2016 using time-series Landsat images with a change-detection and post-classification approach: Experiments from three sites in Africa

article

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

article

Variational model-based very high spatial resolution remote sensing image fusion

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